From 0e4dfda45c270beec1e29eb0d8db03eede6e07aa Mon Sep 17 00:00:00 2001 From: chavicoski Date: Fri, 31 Jul 2020 14:44:25 +0200 Subject: [PATCH 01/75] Added accumulated gradients functionalities (Only for Conv and Dense layers) --- examples/CMakeLists.txt | 5 +- examples/onnx/4_onnx_test_gradients.cpp | 164 ++++++++++++++++++++ include/eddl/layers/conv/layer_conv.h | 1 - include/eddl/layers/core/layer_core.h | 1 - include/eddl/layers/layer.h | 1 + include/eddl/net/net.h | 2 + src/layers/layer.cpp | 1 + src/net/net_build.cpp | 13 +- src/net/net_func.cpp | 17 +- src/optimizers/optim_adam.cpp | 2 + src/optimizers/optim_rmsprop.cpp | 5 +- src/optimizers/optim_sgd.cpp | 2 + src/serialization/onnx/eddl_onnx_export.cpp | 4 + src/serialization/onnx/eddl_onnx_import.cpp | 152 +++++++----------- 14 files changed, 263 insertions(+), 107 deletions(-) create mode 100644 examples/onnx/4_onnx_test_gradients.cpp diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt index e8a88d0f5..fb47597af 100644 --- a/examples/CMakeLists.txt +++ b/examples/CMakeLists.txt @@ -119,4 +119,7 @@ if(BUILD_PROTOBUF) add_executable(onnx_import "onnx/3_onnx_import_net_from_file.cpp") target_link_libraries(onnx_import eddl) -endif() \ No newline at end of file + + add_executable(onnx_gradients "onnx/4_onnx_test_gradients.cpp") + target_link_libraries(onnx_gradients eddl) +endif() diff --git a/examples/onnx/4_onnx_test_gradients.cpp b/examples/onnx/4_onnx_test_gradients.cpp new file mode 100644 index 000000000..239c25213 --- /dev/null +++ b/examples/onnx/4_onnx_test_gradients.cpp @@ -0,0 +1,164 @@ +/* +* EDDL Library - European Distributed Deep Learning Library. +* Version: 0.2 +* copyright (c) 2019, Universidad Politécnica de Valencia (UPV), PRHLT Research Centre +* Date: October 2019 +* Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) +* All rights reserved +*/ + +#include +#include +#include + + +#include "eddl/apis/eddl.h" + +#include "eddl/serialization/onnx/eddl_onnx.h" // Not allowed + +using namespace eddl; + +////////////////////////////////// +// mnist_mlp.cpp: +// A very basic MLP for mnist +// Using fit for training +////////////////////////////////// + + +int main(int argc, char **argv) { + + // Download mnist + download_mnist(); + + // Settings + int epochs = 1; + int batch_size = 100; + int num_classes = 10; + CompServ* export_CS = CS_GPU({1}); + CompServ* import_CS = CS_GPU({1}); + + // Define network + layer in = Input({784}); + layer l = in; // Aux var + + l=Reshape(l,{1,28, 28}); + l=ReLu(Conv(l,32,{3,3},{1,1})); + //l=BatchNormalization(l, true); + l=MaxPool(l,{2,2}); + l=ReLu(Conv(l,32,{3,3},{1,1})); + //l=BatchNormalization(l, true); + l=MaxPool(l,{2,2}); + + l=Reshape(l,{-1}); + + layer out = Activation(Dense(l, num_classes), "softmax"); + + cout << "Creating model" << endl; + model net = Model({in}, {out}); + cout << "Model created" << endl; + + // Build model + cout << "Building the model" << endl; + build(net, + rmsprop(0.01), // Optimizer + {"soft_cross_entropy"}, // Losses + {"categorical_accuracy"}, // Metrics + export_CS, // Computing service + true // Enable parameters initialization + ); + cout << "Model is correctly built" << endl; + + cout << "Enabling distributed training" << endl; + net->enable_distributed(); + cout << "Distributed training enabled" << endl; + + // Export the net before training + void* serialized_net; + cout << "Serializing net (without training) to pointer" << endl; + size_t model_size = serialize_net_to_onnx_pointer(net, serialized_net, false); + cout << "Net serialized to pointer" << endl; + + // View model + summary(net); + + // Load dataset + Tensor* x_train = Tensor::load("mnist_trX.bin"); + Tensor* y_train = Tensor::load("mnist_trY.bin"); + Tensor* x_test = Tensor::load("mnist_tsX.bin"); + Tensor* y_test = Tensor::load("mnist_tsY.bin"); + + // Preprocessing + x_train->div_(255.0f); + x_test->div_(255.0f); + + // Train model + cout << "Training the first model" << endl; + fit(net, {x_train}, {y_train}, batch_size, epochs); + + // Evaluate + cout << "Evaluating the first model" << endl; + evaluate(net, {x_test}, {y_test}); + + // Export gradients + void* serialized_gradients; + string path("mnist.onnx"); + cout << "Exporting gradients" << endl; + size_t gradients_size = serialize_net_to_onnx_pointer(net, serialized_gradients, true); + cout << "Gradients exported" << endl; + + // Export trained model + void * serialized_net_once_trained; + cout << "Exporting trained weights" << endl; + size_t snot_size = serialize_net_to_onnx_pointer(net, serialized_net_once_trained, false); + cout << "Trained weights exported" << endl; + + // Reset the counter of the layers index + LConv::reset_name_counter(); + LDense::reset_name_counter(); + + // Import net topology without trained weights + cout << "Importing original net topology (without training)" << endl; + Net* imported_net = import_net_from_onnx_pointer(serialized_net, model_size); + cout << "Untrained net imported" << endl; + + // Build model + cout << "Building the loaded topology" << endl; + build(imported_net, + rmsprop(0.01), // Optimizer + {"soft_cross_entropy"}, // Losses + {"categorical_accuracy"}, // Metrics + import_CS, // Computing service + false // Disable parameters initialization + ); + cout << "Model is correctly built" << endl; + + // Resize the net to the desired batch size + imported_net->resize(batch_size); + + // View loaded model + summary(imported_net); + + // Evaluate with untrained model + cout << "Evaluating test with the untrained weights" << endl; + evaluate(imported_net, {x_test}, {y_test}); + + // Apply grads + cout << "Applying grads from training" << endl; + apply_grads_from_onnx_pointer(imported_net, serialized_gradients, gradients_size); + cout << "Grads applied" << endl; + + // Evaluate net with accumulated gradients applied + cout << "Evaluating test after applying gradients" << endl; + evaluate(imported_net, {x_test}, {y_test}); + + // Set trained weights + cout << "Putting the trained weights" << endl; + set_weights_from_onnx_pointer(imported_net, serialized_net_once_trained, snot_size); + cout << "Trained weights set" << endl; + + // Evaluate with trained weights + cout << "Evaluating test after putting the trained weights" << endl; + evaluate(imported_net, {x_test}, {y_test}); + + return 0; +} diff --git a/include/eddl/layers/conv/layer_conv.h b/include/eddl/layers/conv/layer_conv.h index acc633d88..13c72203f 100644 --- a/include/eddl/layers/conv/layer_conv.h +++ b/include/eddl/layers/conv/layer_conv.h @@ -27,7 +27,6 @@ using namespace std; class LConv : public LinLayer { public: static int total_layers; - bool distributed_training; ConvolDescriptor *cd; diff --git a/include/eddl/layers/core/layer_core.h b/include/eddl/layers/core/layer_core.h index 966cd8cdb..d51f281ec 100644 --- a/include/eddl/layers/core/layer_core.h +++ b/include/eddl/layers/core/layer_core.h @@ -113,7 +113,6 @@ class LDense : public LinLayer { static int total_layers; int ndim; bool use_bias; // TODO: Implement - bool distributed_training; // Params Tensor *W; diff --git a/include/eddl/layers/layer.h b/include/eddl/layers/layer.h index 64893cdb4..aa6d164b2 100644 --- a/include/eddl/layers/layer.h +++ b/include/eddl/layers/layer.h @@ -45,6 +45,7 @@ class Layer { bool iscloned; bool isnorm; bool isdecoder; + bool distributed_training; vector params; vector gradients; diff --git a/include/eddl/net/net.h b/include/eddl/net/net.h index 102aec483..a5ec8a873 100644 --- a/include/eddl/net/net.h +++ b/include/eddl/net/net.h @@ -140,6 +140,8 @@ class Net { void reset_accumulated_gradients(); void apply_accumulated_gradients(); + void collect_acc_grads(); + void distribute_weights(); void sync_weights(); // API diff --git a/src/layers/layer.cpp b/src/layers/layer.cpp index 6ccb8e22e..d507abdd0 100644 --- a/src/layers/layer.cpp +++ b/src/layers/layer.cpp @@ -37,6 +37,7 @@ Layer::Layer(string name, int dev, int mem) { trainable=true; iscloned=false; isdecoder=false; + distributed_training=false; orig=nullptr; net=nullptr; diff --git a/src/net/net_build.cpp b/src/net/net_build.cpp index 8ac083e99..e727a7ed1 100644 --- a/src/net/net_build.cpp +++ b/src/net/net_build.cpp @@ -565,12 +565,11 @@ Layer * Net::getLayer(vlayer in) } - - - - void Net::enable_distributed(){ - for(Layer* l : layers){ - l->enable_distributed(); - } + for(Layer* l : layers) + l->enable_distributed(); + + for (int i = 0; i < snets.size(); i++) + for(Layer* l : snets[i]->layers) + l->enable_distributed(); } diff --git a/src/net/net_func.cpp b/src/net/net_func.cpp index 7fa555d83..5a94f9fa2 100644 --- a/src/net/net_func.cpp +++ b/src/net/net_func.cpp @@ -143,8 +143,23 @@ void Net::do_applygrads() { optimizer->applygrads(batch_size); } +void Net::collect_acc_grads() { + for (int j = 0; j < layers.size(); j++) + for (int k = 0; k < layers[j]->acc_gradients.size(); k++) { + // Taking average + layers[j]->acc_gradients[k]->fill_(0.0); + for (int i = 0; i < snets.size(); i++) + Tensor::inc(snets[i]->layers[j]->acc_gradients[k], layers[j]->acc_gradients[k]); + layers[j]->acc_gradients[k]->div_(snets.size()); + } +} - +void Net::distribute_weights() { + for (int j = 0; j < layers.size(); j++) + for (int k = 0; k < layers[j]->params.size(); k++) + for (int i = 0; i < snets.size(); i++) + Tensor::copy(layers[j]->params[k], snets[i]->layers[j]->params[k]); +} void Net::sync_weights() { //cout<<"\nSync weights...\n"; diff --git a/src/optimizers/optim_adam.cpp b/src/optimizers/optim_adam.cpp index 8ddb4b934..ff5ff4679 100644 --- a/src/optimizers/optim_adam.cpp +++ b/src/optimizers/optim_adam.cpp @@ -99,6 +99,8 @@ void Adam::applygrads(int batch) { Tensor::el_div(mCap[p],vCap[p],mCap[p],0); Tensor::add(-lr, mCap[p],1.0,layers[i]->params[j], layers[i]->params[j], 0); + + if(layers[i]->distributed_training) Tensor::add(-lr, mCap[p],1.0,layers[i]->acc_gradients[j], layers[i]->acc_gradients[j], 0); } } else p+=layers[i]->get_trainable_params_count(); diff --git a/src/optimizers/optim_rmsprop.cpp b/src/optimizers/optim_rmsprop.cpp index e4ffa1864..c12c49010 100644 --- a/src/optimizers/optim_rmsprop.cpp +++ b/src/optimizers/optim_rmsprop.cpp @@ -91,10 +91,7 @@ void RMSProp::applygrads(int batch) { Tensor::add(-lr, gT[p],1.0,layers[i]->params[j], layers[i]->params[j], 0); - /*if (layers[i]->acc_gradients.size() > 0) { - Tensor::add(-lr, gT[p],1.0,layers[i]->acc_gradients[j], layers[i]->acc_gradients[j], 0); - } - */ + if (layers[i]->distributed_training) Tensor::add(-lr, gT[p],1.0,layers[i]->acc_gradients[j], layers[i]->acc_gradients[j], 0); } } else p+=layers[i]->get_trainable_params_count(); diff --git a/src/optimizers/optim_sgd.cpp b/src/optimizers/optim_sgd.cpp index 9c747567b..2e68b0e5c 100644 --- a/src/optimizers/optim_sgd.cpp +++ b/src/optimizers/optim_sgd.cpp @@ -75,6 +75,8 @@ void SGD::applygrads(int batch) { for (int j = 0; j < layers[i]->get_trainable_params_count(); j++, p++) { Tensor::add(lr , layers[i]->gradients[j], mu, mT[p], mT[p], 0); Tensor::add(1.0, layers[i]->params[j], -1.0, mT[p], layers[i]->params[j], 0); + + if(layers[i]->distributed_training) Tensor::add(1.0, layers[i]->acc_gradients[j], -1.0, mT[p], layers[i]->acc_gradients[j], 0); } } else p+=layers[i]->get_trainable_params_count(); diff --git a/src/serialization/onnx/eddl_onnx_export.cpp b/src/serialization/onnx/eddl_onnx_export.cpp index a0a6445c7..5ef057b60 100644 --- a/src/serialization/onnx/eddl_onnx_export.cpp +++ b/src/serialization/onnx/eddl_onnx_export.cpp @@ -100,6 +100,8 @@ using namespace std; // Builds all the model in onnx from the Net object if (net->snets[0]->dev!=DEV_CPU) net->sync_weights(); + if (gradients) + net->collect_acc_grads(); onnx::ModelProto model = build_onnx_model( net , gradients ); // Serialization of the model to an array of bytes size_t size = model.ByteSizeLong(); // Get the size of the serialized model @@ -115,6 +117,8 @@ using namespace std; // Builds all the model in onnx from the Net object if (net->snets[0]->dev!=DEV_CPU) net->sync_weights(); + if (gradients) + net->collect_acc_grads(); onnx::ModelProto model = build_onnx_model( net , gradients ); // Serialization of the model to an array of bytes string * model_string = new string(); diff --git a/src/serialization/onnx/eddl_onnx_import.cpp b/src/serialization/onnx/eddl_onnx_import.cpp index fd80d014b..5234ffd3c 100644 --- a/src/serialization/onnx/eddl_onnx_import.cpp +++ b/src/serialization/onnx/eddl_onnx_import.cpp @@ -74,7 +74,8 @@ using namespace std; MAT_MUL, // implemented MAX, // implemented MIN, // implemented - SUB // implemented + SUB, // implemented + CONSTANT // Not a layer, but needed for detecting this type of node @@ -177,6 +178,7 @@ using namespace std; map_layers["MatMul"] = ONNX_LAYERS::MAT_MUL; map_layers["Max"] = ONNX_LAYERS::MAX; map_layers["Min"] = ONNX_LAYERS::MIN; + map_layers["Constant"] = ONNX_LAYERS::CONSTANT; return map_layers; } @@ -1496,16 +1498,7 @@ using namespace std; return new Net(input_layers, output_layers); } - //Sets the weights of a input Net to the ones stored in the onnx net inside the pointer - void set_weights_from_onnx_pointer(Net* net, void *ptr_model, size_t model_size ) - { - onnx::ModelProto model; - { - if(!model.ParseFromArray(ptr_model,model_size)){ - cerr << "Failed to parse model." << endl; - } - else if (verbose >= 2) cout << "Model parsed succesfuly" << endl; - } + void set_weights(Net* net, onnx::ModelProto model){ map > tensors = get_tensors_from_onnx(model); LConv* conv; @@ -1542,6 +1535,22 @@ using namespace std; delete delete_tensors[i]; } } + + } + + //Sets the weights of a input Net to the ones stored in the onnx net inside the pointer + void set_weights_from_onnx_pointer(Net* net, void *ptr_model, size_t model_size ) + { + onnx::ModelProto model; + { + if(!model.ParseFromArray(ptr_model,model_size)){ + cerr << "Failed to parse model." << endl; + } + else if (verbose >= 2) cout << "Model parsed succesfuly" << endl; + } + + set_weights(net, model); + } //Sets the weights of a input Net to the ones stored in the onnx net inside the c++ string @@ -1553,19 +1562,22 @@ using namespace std; } else if (verbose >= 2) cout << "Model parsed succesfuly" << endl; } + set_weights(net, model); + + } + + void apply_grads(Net* net, onnx::ModelProto model){ map > tensors = get_tensors_from_onnx(model); LConv* conv; LDense* dense; + LBatchNorm* bn; for(Layer* l : net->layers){ - if(!tensors.count(l->name)){ - //cout << "Layer with name " << l->name << " is not trainable " << endl; - continue; - } + if(!tensors.count(l->name)) continue; vector layer_tensors = tensors[l->name]; if((conv = dynamic_cast(l) )){ if(layer_tensors.size() > 1) - conv->update_weights(layer_tensors[0], layer_tensors[1]); + conv->accumulate_accumulated_gradients(layer_tensors[0], layer_tensors[1]); else{ cerr << "EDDL has not implemented convolutional without bias " << endl; //conv.update_weights(layer_tensors[0]); @@ -1574,9 +1586,11 @@ using namespace std; } else if((dense = dynamic_cast( l ) )){ if(layer_tensors.size() > 1) - dense->update_weights(layer_tensors[0], layer_tensors[1]); + dense->accumulate_accumulated_gradients(layer_tensors[0], layer_tensors[1]); else - dense->update_weights(layer_tensors[0]); + dense->accumulate_accumulated_gradients(layer_tensors[0]); + }else if((bn = dynamic_cast( l ) )){ + bn->accumulate_accumulated_gradients(layer_tensors[0], layer_tensors[1]); } else cerr << "not implemented layer type" << endl; } @@ -1589,11 +1603,13 @@ using namespace std; delete delete_tensors[i]; } } - } + + //Distribute the new weights with applyed grads + net->distribute_weights(); + } //Accumulates the gradients stored in the pointer to the input net - void apply_grads_from_onnx_pointer( Net* net, void * ptr_onnx, size_t count ) - { + void apply_grads_from_onnx_pointer( Net* net, void * ptr_onnx, size_t count ) { onnx::ModelProto model; { if(!model.ParseFromArray(ptr_onnx,count)){ @@ -1601,45 +1617,8 @@ using namespace std; } else if (verbose >= 2) cout << "Model parsed succesfuly" << endl; } + apply_grads(net, model); - map > tensors = get_tensors_from_onnx(model); - LConv* conv; - LDense* dense; - for(Layer* l : net->layers){ - if(!tensors.count(l->name)) { - //std::cerr << "EDDL doesn't find the layer in the imported net by ONNX: " << l->name << std::endl; - continue; - } - vector layer_tensors = tensors[l->name]; - if((conv = dynamic_cast(l) )){ - if(layer_tensors.size() > 1) { - conv->accumulate_accumulated_gradients(layer_tensors[0], layer_tensors[1]); - } else{ - cerr << "EDDL has not implemented convolutional without bias " << endl; - //conv.update_weights(layer_tensors[0]); - } - - } - else if((dense = dynamic_cast( l ) )){ - if(layer_tensors.size() > 1){ - dense->accumulate_accumulated_gradients(layer_tensors[0], layer_tensors[1]); - } - else - { - dense->accumulate_accumulated_gradients(layer_tensors[0]); - } - } - else cerr << "not implemented layer type" << endl; - } - //erase the map we used to free the memory - map >::iterator it; - vector delete_tensors; - for( it = tensors.begin(); it !=tensors.end(); ++it){ - delete_tensors=it->second; - for(int i = 0; i < delete_tensors.size(); ++i){ - delete delete_tensors[i]; - } - } } //Accumulates the gradients stored in the c++ string to the input net @@ -1652,39 +1631,7 @@ using namespace std; else if (verbose >= 2) cout << "Model parsed succesfuly" << endl; } - map > tensors = get_tensors_from_onnx(model); - LConv* conv; - LDense* dense; - for(Layer* l : net->layers){ - if(!tensors.count(l->name)) continue; - vector layer_tensors = tensors[l->name]; - if((conv = dynamic_cast(l) )){ - if(layer_tensors.size() > 1) - conv->accumulate_accumulated_gradients(layer_tensors[0], layer_tensors[1]); - else{ - cerr << "EDDL has not implemented convolutional without bias " << endl; - //conv.update_weights(layer_tensors[0]); - } - - } - else if((dense = dynamic_cast( l ) )){ - if(layer_tensors.size() > 1) - dense->accumulate_accumulated_gradients(layer_tensors[0], layer_tensors[1]); - else - dense->accumulate_accumulated_gradients(layer_tensors[0]); - } - else cerr << "not implemented layer type" << endl; - } - //erase the map we used to free the memory - map >::iterator it; - vector delete_tensors; - for( it = tensors.begin(); it !=tensors.end(); ++it){ - delete_tensors=it->second; - for(int i = 0; i < delete_tensors.size(); ++i){ - delete delete_tensors[i]; - } - } - + apply_grads(net, model); } @@ -1760,6 +1707,27 @@ using namespace std; break; } + case ONNX_LAYERS::BATCHNORM: + { + + vector batchnorm_tensors; + + string weights_name = node.input(1); //Get weights and dims + vector* weights = &(map_init_values[weights_name]); + vector dims = map_init_dims[weights_name]; + + batchnorm_tensors.push_back(new Tensor(dims, NEW_FROM_VECTOR_PTR(weights), dev)); + + string bias_name = node.input(2); + vector* bias = &(map_init_values[bias_name]); + vector bias_dims = map_init_dims[bias_name]; + batchnorm_tensors.push_back(new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias), dev)); + + tensors[name] = batchnorm_tensors; + + break; + } + default: //cout << "The layer with type " << layer_type_name << " has no trainable parameters " << endl; From f434b2a12ca147f7007654973ccdfa3c9a073c6b Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Mon, 17 Aug 2020 19:37:40 +0200 Subject: [PATCH 02/75] Draft version of ad-hoc distributed version modified: CMakeLists.txt new file: include/eddl/distributed/distributed_environment.h new file: include/eddl/distributed/eddl_distributed.h new file: include/eddl/distributed/eddl_message.h new file: include/eddl/distributed/eddl_message_acks.h new file: include/eddl/distributed/eddl_packet.h new file: include/eddl/distributed/eddl_packet_ack.h new file: include/eddl/distributed/eddl_queue.h new file: include/eddl/distributed/eddl_worker_node.h new file: include/eddl/distributed/multicast_receiver.h new file: include/eddl/distributed/multicast_sender.h new file: include/eddl/distributed/tcp_receiver.h new file: include/eddl/distributed/tcp_sender.h new file: runtime/CMakeLists.txt new file: runtime/distributed/master.cpp new file: runtime/distributed/misc_info.cpp new file: runtime/distributed/worker.cpp modified: src/CMakeLists.txt new file: src/distributed/communications/eddl_distributed_utils.cpp new file: src/distributed/communications/eddl_message.cpp new file: src/distributed/communications/eddl_message_acks.cpp new file: src/distributed/communications/eddl_packet.cpp new file: src/distributed/communications/eddl_worker_node.cpp new file: src/distributed/communications/multicast_receiver.cpp new file: src/distributed/communications/multicast_sender.cpp new file: src/distributed/communications/tcp_receiver.cpp new file: src/distributed/communications/tcp_sender.cpp modified: src/serialization/onnx/onnx.pb.h --- CMakeLists.txt | 6 + .../distributed/distributed_environment.h | 149 + include/eddl/distributed/eddl_distributed.h | 104 + include/eddl/distributed/eddl_message.h | 121 + include/eddl/distributed/eddl_message_acks.h | 50 + include/eddl/distributed/eddl_packet.h | 85 + include/eddl/distributed/eddl_packet_ack.h | 48 + include/eddl/distributed/eddl_queue.h | 123 + include/eddl/distributed/eddl_worker_node.h | 75 + include/eddl/distributed/multicast_receiver.h | 62 + include/eddl/distributed/multicast_sender.h | 73 + include/eddl/distributed/tcp_receiver.h | 86 + include/eddl/distributed/tcp_sender.h | 59 + runtime/CMakeLists.txt | 16 + runtime/distributed/master.cpp | 223 ++ runtime/distributed/misc_info.cpp | 51 + runtime/distributed/worker.cpp | 178 ++ src/CMakeLists.txt | 2 + .../communications/eddl_distributed_utils.cpp | 154 ++ .../communications/eddl_message.cpp | 318 +++ .../communications/eddl_message_acks.cpp | 96 + .../communications/eddl_packet.cpp | 117 + .../communications/eddl_worker_node.cpp | 75 + .../communications/multicast_receiver.cpp | 285 ++ .../communications/multicast_sender.cpp | 380 +++ .../communications/tcp_receiver.cpp | 352 +++ src/distributed/communications/tcp_sender.cpp | 298 ++ src/serialization/onnx/onnx.pb.h | 2449 +++++++++++++---- 28 files changed, 5463 insertions(+), 572 deletions(-) create mode 100644 include/eddl/distributed/distributed_environment.h create mode 100644 include/eddl/distributed/eddl_distributed.h create mode 100644 include/eddl/distributed/eddl_message.h create mode 100644 include/eddl/distributed/eddl_message_acks.h create mode 100644 include/eddl/distributed/eddl_packet.h create mode 100644 include/eddl/distributed/eddl_packet_ack.h create mode 100644 include/eddl/distributed/eddl_queue.h create mode 100644 include/eddl/distributed/eddl_worker_node.h create mode 100644 include/eddl/distributed/multicast_receiver.h create mode 100644 include/eddl/distributed/multicast_sender.h create mode 100644 include/eddl/distributed/tcp_receiver.h create mode 100644 include/eddl/distributed/tcp_sender.h create mode 100644 runtime/CMakeLists.txt create mode 100644 runtime/distributed/master.cpp create mode 100644 runtime/distributed/misc_info.cpp create mode 100644 runtime/distributed/worker.cpp create mode 100644 src/distributed/communications/eddl_distributed_utils.cpp create mode 100644 src/distributed/communications/eddl_message.cpp create mode 100644 src/distributed/communications/eddl_message_acks.cpp create mode 100644 src/distributed/communications/eddl_packet.cpp create mode 100644 src/distributed/communications/eddl_worker_node.cpp create mode 100644 src/distributed/communications/multicast_receiver.cpp create mode 100644 src/distributed/communications/multicast_sender.cpp create mode 100644 src/distributed/communications/tcp_receiver.cpp create mode 100644 src/distributed/communications/tcp_sender.cpp diff --git a/CMakeLists.txt b/CMakeLists.txt index 053b1d93a..baf33258a 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -13,6 +13,7 @@ option(BUILD_HPC "Compile using agressive flags" OFF) option(BUILD_TESTS "Compile tests" ON) option(USE_LOCAL_GTEST "Use the local library to avoid problems derived from the 'One Definition Rule'" ON) option(BUILD_EXAMPLES "Compile examples" ON) +option(BUILD_RUNTIME "Compile runtime" ON) option(BUILD_SHARED_LIBS "Global flag to cause add_library to create shared libraries if on" ON) option(BUILD_COVERAGE "Flag to compile for coverage information" OFF) option(BUILD_SANITIZERS "Flag to compile with sanitizers information" OFF) @@ -149,6 +150,11 @@ if(BUILD_EXAMPLES) add_subdirectory(examples) endif(BUILD_EXAMPLES) +# Build runtime +if(BUILD_RUNTIME) + add_subdirectory(runtime) +endif(BUILD_RUNTIME) + ########################################################################### ########################## INSTALLATION ################################### diff --git a/include/eddl/distributed/distributed_environment.h b/include/eddl/distributed/distributed_environment.h new file mode 100644 index 000000000..afe879505 --- /dev/null +++ b/include/eddl/distributed/distributed_environment.h @@ -0,0 +1,149 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: August 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __DISTRIBUTED_ENVIRONMENT_H__ +#define __DISTRIBUTED_ENVIRONMENT_H__ 1 + +#include + +#include +#include +#include + +namespace eddl { + +class DistributedEnvironment +{ +public: + DistributedEnvironment() + { + this->master_ip_addr = ""; + this->master_s_addr = 0; + this->tcp_port = base_tcp_port; + this->udp_data_port = base_udp_data_port; + this->udp_ack_port = base_udp_ack_port; + this->my_ip_addr = ""; + this->my_s_addr = 0; + this->set_multicast_group_addr(eddl_multicast_group_addr); + this->verbose_level = 0; + this->batch_size = 10; + + init_message_type_names(); + } + + std::string get_master_ip_addr() + { + if (this->master_s_addr == 0) + throw std::runtime_error(err_msg("master_ip_addr is not set yet!")); + + return this->master_ip_addr; + } + std::string get_my_ip_addr() + { + if (this->my_s_addr == 0) + throw std::runtime_error(err_msg("my_ip_addr not is not set yet!")); + + return this->my_ip_addr; + } + std::string get_multicast_group_addr() + { + if (this->multicast_s_addr == 0) + throw std::runtime_error(err_msg("multicast_group_addr not is not set yet!")); + + return this->multicast_group_addr; + } + void set_master_ip_addr(std::string s) + { + struct in_addr addr; + int rc = inet_aton(s.c_str(), &addr); + if (rc == 1) { + this->master_ip_addr = s; + this->master_s_addr = addr.s_addr; + } else { + throw std::runtime_error(err_msg("invalid ip addr provided: " + s)); + } + } + void set_my_ip_addr(std::string s) + { + struct in_addr addr; + int rc = inet_aton(s.c_str(), &addr); + if (rc == 1) { + this->my_ip_addr = s; + this->my_s_addr = addr.s_addr; + } else { + throw std::runtime_error(err_msg("invalid ip addr provided: " + s)); + } + } + void set_multicast_group_addr(std::string s) + { + struct in_addr addr; + int rc = inet_aton(s.c_str(), &addr); + if (rc == 1) { + this->multicast_group_addr = s; + this->multicast_s_addr = addr.s_addr; + } else { + throw std::runtime_error(err_msg("invalid ip addr provided: " + s)); + } + } + in_addr_t get_master_s_addr() + { + if (this->master_s_addr == 0) + throw std::runtime_error(err_msg("master_ip_addr is not set yet!")); + + return this->master_s_addr; + } + in_addr_t get_my_s_addr() + { + if (this->my_s_addr == 0) + throw std::runtime_error(err_msg("my_ip_addr is not set yet!")); + + return this->my_s_addr; + } + in_addr_t get_multicast_s_addr() + { + if (this->multicast_s_addr == 0) + throw std::runtime_error(err_msg("multicast_group_addr is not set yet!")); + + return this->multicast_s_addr; + } + + int get_verbose_level() { return this->verbose_level; } + void set_verbose_level(int v) { this->verbose_level = std::max(0,v); } + void increase_verbose_level() { this->verbose_level++; } + + int get_batch_size() { return this->batch_size; } + void set_batch_size(int bs) { this->batch_size = std::max(1,bs); } + + int get_tcp_port() { return this->tcp_port; } + void set_tcp_port(int port_number) { this->tcp_port = port_number; } + + int get_udp_data_port() { return this->udp_data_port; } + void set_udp_data_port(int port_number) { this->udp_data_port = port_number; } + + int get_udp_ack_port() { return this->udp_ack_port; } + void set_udp_ack_port(int port_number) { this->udp_ack_port = port_number; } + + +private: + std::string master_ip_addr; + in_addr_t master_s_addr; + int tcp_port; + int udp_data_port; + int udp_ack_port; + std::string my_ip_addr; + in_addr_t my_s_addr; + int verbose_level; + int batch_size; + std::string multicast_group_addr; + in_addr_t multicast_s_addr; + +}; // of class DistributedEnvironment +}; // of namespace eddl + +#endif // __DISTRIBUTED_ENVIRONMENT_H__ diff --git a/include/eddl/distributed/eddl_distributed.h b/include/eddl/distributed/eddl_distributed.h new file mode 100644 index 000000000..fffeb9289 --- /dev/null +++ b/include/eddl/distributed/eddl_distributed.h @@ -0,0 +1,104 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __EDDL_DISTRIBUTED_H__ +#define __EDDL_DISTRIBUTED_H__ 1 + +#include +#include + +namespace eddl { + +enum eddl_thread_status {INACTIVE, RUNNING, STOPPED}; +enum eddl_worker_status { WORKER_WAITING, + WORKER_RUNNING, + WORKER_STOPPING, + WORKER_TO_SHUTDOWN}; +/* + - a worker starts in the WAITING state + - and can move + + from WAITING to RUNNING by means of a command from the master + + from WAITING to TO_SHUTDOWN by means of a command from the master + + from RUNNING to STOPPING by means of a command from the master + + from STOPPING to WAITING after completing and/or aborting pending tasks + + from STOPPING to TO_SHUTDOWN by means of a command from the master + + - when a worker ends its execution, a new worker process can be launched + automatically if the system is configured to do it, otherwise it must be + launched manually. +*/ + +enum eddl_message_types {DATA_WEIGHTS= 0x00501, + DATA_GRADIENTS= 0x00502, + DATA_SAMPLES= 0x00504, + PARAMETER= 0x00a01, + COMMAND= 0x00a02, + PKG_ACK= 0x00a04, + MSG_CHKSUM= 0x00a08, +// PKG_CHKSUM= 0x00a10, + MSG_ACK_WEIGHTS= 0x00a21, + MSG_ACK_GRADIENTS=0x00a22, + MSG_ACK_SAMPLES= 0x00a24}; + +enum eddl_command_types {START=0x041, STOP=0x042, SHUTDOWN=0x044}; + +enum eddl_worker_modes {FEDERATED_ML=0x011, // no data is accepted from the master + ONE_MASTER=0x022, // only obey to one master that must be specified + ANY_MASTER=0x044 // worker servers to any master if not busy + }; + +static constexpr int base_tcp_port = 3017; ///< port master node will accept connections from worker nodes: 3x17, where x={0..9} +static constexpr int base_udp_data_port = 3011; ///< port master node will send datagrams to worker nodes +static constexpr int base_udp_ack_port = 3013; ///< port master node will receive acknowledgements from worker nodes + +// see https://www.cisco.com/c/dam/en/us/support/docs/ip/ip-multicast/ipmlt_wp.pdf +static std::string eddl_multicast_group_addr("239.193.111.211"); // campus scope +//static std::string eddl_multicast_group_addr("225.1.1.1"); // testing example + +#define next_multiple(_x_,_y_) ((_y_)*(((_x_)/(_y_))+(((_x_)%(_y_))!=0))) +#define prev_multiple(_x_,_y_) ((_y_)*(((_x_)/(_y_)))) + +static constexpr size_t eddl_alignment = 8; ///< alignment in bytes to allocate memory +static constexpr int listen_max_pending = 50; ///< maximum number of connections pending to be accepted by the master node +static constexpr int eddl_checksum_len = 32; ///< SHA256 algorithm is used, whose output is 256 bits (32 bytes) length +static constexpr size_t eddl_msg_id_len = 19; ///< 19=8+3+8 hexadecimal digits, 8 of the IP address, 3 of the message type and 8 of the timestamp in milliseconds +static constexpr size_t _eddl_msg_id_len_ = next_multiple(eddl_msg_id_len,eddl_alignment); ///< next eight-multiple from 19 +static constexpr size_t eddl_default_mtu = 1500; //1536; ///< MTU -- block size for sending/receiving packets +static constexpr size_t eddl_packet_data_size = prev_multiple(eddl_default_mtu + - 4*sizeof(uint32_t) + - _eddl_msg_id_len_ + - 4*sizeof(size_t) + - eddl_checksum_len, 8); + // check this with eddl_packet class definition + +uint64_t get_system_milliseconds(); +std::vector str_split(std::string s, char sep); +std::string get_ip_address(uint32_t s_addr); +std::string pointer_to_string(void * ptr); + +size_t compute_aligned_size(size_t size); +void * eddl_malloc(size_t size); + +std::string compose_log_message(const char * filename, const int line_number, const char * function_name, const char *msg); +std::string compose_log_message(const char * filename, const int line_number, const char * function_name, std::string msg); +#define err_msg(s) compose_log_message(__FILE__,__LINE__,__func__,s) +void print_log_message(const char * filename, const int line_number, const char * function_name, const char *msg); +void print_log_message(const char * filename, const int line_number, const char * function_name, std::string msg); +#define print_log_msg(s) print_log_message(__FILE__,__LINE__,__func__,s) +void print_err_message(const char * filename, const int line_number, const char * function_name, const char *msg); +void print_err_message(const char * filename, const int line_number, const char * function_name, std::string msg); +#define print_err_msg(s) print_err_message(__FILE__,__LINE__,__func__,s) + +void init_message_type_names(); +std::string get_message_type_name(int value); +void show_all_message_type_names(); + +}; + +#endif // __EDDL_DISTRIBUTED_H__ diff --git a/include/eddl/distributed/eddl_message.h b/include/eddl/distributed/eddl_message.h new file mode 100644 index 000000000..0430510f3 --- /dev/null +++ b/include/eddl/distributed/eddl_message.h @@ -0,0 +1,121 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __EDDL_MESSAGE_H__ +#define __EDDL_MESSAGE_H__ 1 + +#include + +#include +#include + +namespace eddl { + +class eddl_message +{ +public: + eddl_message(uint32_t type, + uint32_t source_addr, + uint32_t target_addr, + size_t message_data_size, + size_t packet_data_size, + void * data ); + eddl_message(eddl_packet * packet); + + ~eddl_message(); + + void set_data(size_t message_data_size, void * data); + void set_source_addr(uint32_t source_addr); + void set_target_addr(uint32_t target_addr); + void set_message_id(char * message_id = nullptr); + std::string & get_message_id() { return message_id; } + std::string get_acknowledged_message_id(); + uint32_t get_acknowledged_message_type(); + + inline uint32_t get_type() { return type; } + inline uint32_t get_source_addr() { return source_addr; } + inline uint32_t get_target_addr() { return target_addr; } + inline uint64_t get_timestamp() { return timestamp; } + inline size_t get_seq_len() { return seq_len; } + inline bool is_complete() { return 0 == pending_packets && checksum_has_been_set; } + inline bool was_checksum_already_set() { return checksum_has_been_set; } + inline uint32_t get_message_data_size() { return message_data_size; } + inline std::string get_checksum() { return std::string((char *)checksum, eddl_checksum_len); } + inline unsigned char * get_checksum_ptr() { return checksum; } + inline void * get_data() { return data; } + std::string get_ip_address(); + + uint32_t get_command(); + + void compute_checksum(); + bool is_checksum_valid(); + + void set_checksum(unsigned char * checksum); + void add_packet(eddl_packet * packet); + bool was_packet_already_added(size_t seq_no); + eddl_packet * get_packet(size_t packet_index); + eddl_packet * create_packet_for_checksum(); + + eddl_message * create_acknowledgement(); + + static eddl_message * start_command(uint32_t target_addr) + { + return new eddl_message(eddl_message_types::COMMAND, + 0, target_addr, + 0, eddl_command_types::START, + nullptr); + } + static eddl_message * stop_command(uint32_t target_addr) + { + return new eddl_message(eddl_message_types::COMMAND, + 0, target_addr, + 0, eddl_command_types::STOP, + nullptr); + } + static eddl_message * shutdown_command(uint32_t target_addr) + { + return new eddl_message(eddl_message_types::COMMAND, + 0, target_addr, + 0, eddl_command_types::SHUTDOWN, + nullptr); + } + static eddl_message * acknowledgement(eddl_packet * packet, uint32_t my_s_addr) + { + size_t data[2]; + data[0] = packet->get_seq_no(); + data[1] = packet->get_type(); + + return new eddl_message(eddl_message_types::PKG_ACK, + my_s_addr, + packet->get_source_addr(), // acknowledgement must be sent to the packet emisor + sizeof(data), + sizeof(data), + &data); + } + +private: + uint32_t type; + uint32_t source_addr; + uint32_t target_addr; + uint64_t timestamp; + size_t seq_len; + size_t message_data_size; + size_t packet_data_size; + std::string message_id; + unsigned char checksum[eddl_checksum_len]; + unsigned char * data; + + size_t pending_packets; + bool * received_packet; + bool checksum_has_been_set; +}; + +}; + +#endif // __EDDL_MESSAGE_H__ diff --git a/include/eddl/distributed/eddl_message_acks.h b/include/eddl/distributed/eddl_message_acks.h new file mode 100644 index 000000000..d0317932a --- /dev/null +++ b/include/eddl/distributed/eddl_message_acks.h @@ -0,0 +1,50 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __EDDL_MESSAGE_ACKS_H__ +#define __EDDL_MESSAGE_ACKS_H__ 1 + +#include +#include + +#include +#include +#include + +namespace eddl { + +class eddl_message_acks +{ +public: + eddl_message_acks(std::vector & workers, + eddl_message * message); + ~eddl_message_acks(); + + void acknowledge(uint32_t source_addr, size_t seq_no); + void acknowledge_whole_message(uint32_t source_addr); + bool all_has_been_acknowledged(); + bool packet_already_acknowledged(size_t seq_no); + bool lasting_too_much_time(); + ssize_t get_pending_acknowledgements(); + +private: + std::map acks; + size_t living_workers; + size_t num_acks_per_worker; + size_t total_num_acks; + size_t ack_counter; + + size_t * packet_counters; + + uint64_t starting_timestamp; +}; + +}; + +#endif // __EDDL_MESSAGE_ACKS_H__ diff --git a/include/eddl/distributed/eddl_packet.h b/include/eddl/distributed/eddl_packet.h new file mode 100644 index 000000000..3e2696726 --- /dev/null +++ b/include/eddl/distributed/eddl_packet.h @@ -0,0 +1,85 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __EDDL_PACKET_H__ +#define __EDDL_PACKET_H__ 1 + +#include + +#include +#include + +namespace eddl { + +class eddl_packet +{ +public: + eddl_packet(uint32_t type, + uint32_t source_addr, + uint32_t target_addr, + std::string & message_id, + size_t seq_no, + size_t seq_len, + size_t message_size, + uint32_t all_but_last_packet_size, + size_t data_size, + void * data); + eddl_packet(uint32_t type, + uint32_t source_addr, + uint32_t target_addr, + std::string & message_id, + size_t seq_no, + size_t seq_len, + uint32_t command); + ~eddl_packet(); + + inline uint32_t get_type() { return type; } + inline uint32_t get_source_addr() { return source_addr; } + inline uint32_t get_target_addr() { return target_addr; } + inline size_t get_seq_no() { return seq_no; } + inline size_t get_seq_len() { return seq_len; } + inline void * get_data() { return data; } + + uint32_t get_command(); + + inline unsigned char * get_checksum_ptr() { return checksum; } + inline std::string get_checksum() { return std::string((char *)checksum, eddl_checksum_len); } + std::string get_ip_address(); + + std::string get_message_id() { return std::string(message_id, eddl_msg_id_len); } + inline char * get_message_id_ptr() { return message_id; } + // returns the size in bytes of the whole message this packet belongs to + inline size_t get_message_size() { return message_size; } + // return the size in bytes of the data contained in this packet + inline size_t get_data_size() { return data_size; } + // return the size in bytes of the all the packets of the same message but the last one + inline size_t get_all_but_last_packet_size() { return all_but_last_packet_size; } + + void compute_checksum(); + bool is_checksum_valid(); + + eddl_packet_ack * create_acknowledgement(uint32_t worker_addr); + +private: + uint32_t type; + uint32_t source_addr; + uint32_t target_addr; + uint32_t all_but_last_packet_size; + char message_id[_eddl_msg_id_len_]; + size_t seq_no; + size_t seq_len; + size_t message_size; + size_t data_size; // must be less than or equal to eddl_packet_data_size + unsigned char checksum[eddl_checksum_len]; + unsigned char data[eddl_packet_data_size]; +}; + +}; + +#endif // __EDDL_PACKET_H__ diff --git a/include/eddl/distributed/eddl_packet_ack.h b/include/eddl/distributed/eddl_packet_ack.h new file mode 100644 index 000000000..58478b116 --- /dev/null +++ b/include/eddl/distributed/eddl_packet_ack.h @@ -0,0 +1,48 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: August 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __EDDL_PACKET_ACK_H__ +#define __EDDL_PACKET_ACK_H__ 1 + +#include +#include + +#include + +namespace eddl { + +class eddl_packet_ack +{ +public: + eddl_packet_ack(uint32_t source_addr, + uint32_t seq_no, + char * message_id) : + source_addr(source_addr), + seq_no(seq_no) + { + memset(this->message_id, 0, sizeof(this->message_id)); + strncpy(this->message_id, message_id, eddl_msg_id_len); + } + + ~eddl_packet_ack() + { + } + + inline uint32_t get_source_addr() { return this->source_addr; } + inline size_t get_seq_no() { return this->seq_no; } + std::string get_message_id() { return std::string(this->message_id, eddl_msg_id_len); } + inline char * get_message_id_ptr() { return this->message_id; } + +private: + uint32_t source_addr; + uint32_t seq_no; + char message_id[_eddl_msg_id_len_]; +}; +}; +#endif // __EDDL_PACKET_ACK_H__ diff --git a/include/eddl/distributed/eddl_queue.h b/include/eddl/distributed/eddl_queue.h new file mode 100644 index 000000000..b746aba2a --- /dev/null +++ b/include/eddl/distributed/eddl_queue.h @@ -0,0 +1,123 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __EDDL_QUEUE_H__ +#define __EDDL_QUEUE_H__ 1 + +#include +#include +#include + +#include + +namespace eddl { + +class eddl_queue +{ +public: + eddl_queue() {} + + ~eddl_queue() + { + clear(); + } + + void clear() + { + // Critical region starts + std::unique_lock lck(mutex_queue); + + while (! q.empty()) { + eddl_message *m = q.front(); + q.pop(); + delete m; + } + // Critical region ends + } + + void push(eddl_message * message) + { + // Critical region starts + std::unique_lock lck(mutex_queue); + q.push(message); + cond_var.notify_one(); + // Critical region ends + } + + void push_front(eddl_message * message) + { + // Critical region starts + std::unique_lock lck(mutex_queue); + q.push(message); + for (auto i = q.size(); i > 0; i--) { + q.push(q.front()); + q.pop(); + } + cond_var.notify_one(); + // Critical region ends + } + + eddl_message * front() + { + eddl_message * message = nullptr; + // Critical region starts + std::unique_lock lck(mutex_queue); + + if ( q.empty() ) cond_var.wait(lck); + + if ( ! q.empty() ) { + message = q.front(); + } + + return message; + // Critical region ends + } + + eddl_message * pop() + { + eddl_message * message = nullptr; + // Critical region starts + std::unique_lock lck(mutex_queue); + + if ( q.empty() ) cond_var.wait(lck); + + if ( ! q.empty() ) { + message = q.front(); + q.pop(); + } + + return message; + // Critical region ends + } + + size_t size() + { + // Critical region starts + std::unique_lock lck(mutex_queue); + return q.size(); + // Critical region ends + } + + bool empty() + { + // Critical region starts + std::unique_lock lck(mutex_queue); + return q.empty(); + // Critical region ends + } + +private: + std::queue q; // the actual queue + std::mutex mutex_queue; + std::condition_variable cond_var; +}; + +}; + +#endif // __EDDL_QUEUE_H__ diff --git a/include/eddl/distributed/eddl_worker_node.h b/include/eddl/distributed/eddl_worker_node.h new file mode 100644 index 000000000..6aa626614 --- /dev/null +++ b/include/eddl/distributed/eddl_worker_node.h @@ -0,0 +1,75 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __EDDL_WORKER_NODE_H__ +#define __EDDL_WORKER_NODE_H__ 1 + +#include +#include +#include + +#include + +namespace eddl { + +class eddl_worker_node +{ +public: + eddl_worker_node(std::string description); + + inline int get_cpu_cores() { return cpu_cores; } + inline int get_cpu_mem() { return cpu_cores; } + inline int get_gpu_cards() { return gpu_cards; } + inline std::string get_gpu_mem() { return gpu_mem_mode; } + inline int get_fpga_cards() { return fpga_cards; } + inline int get_fpga_mem() { return fpga_mem; } + inline int get_batch_size() { return batch_size; } + + inline void set_batch_size(int b) { batch_size=b; } + + std::string get_ip_address(); + inline uint32_t get_s_addr() { return s_addr; } + + inline bool is_active() { return active; } + void activate() { active=true; } + void deactivate() { active=false; } + + +private: + std::string hostname_or_ip_address; + uint32_t s_addr; + int cpu_cores; + int cpu_mem; // in megas + int gpu_cards; + std::string gpu_mem_mode; // "low_mem", "mid_mem", "full_mem" + int fpga_cards; + int fpga_mem; // in megas + int batch_size; + bool active; + + std::string data_subset; // short description or identifier of the subset assigned to the worker node + + std::queue gradient_timestamps; +}; + +}; + +/* + * computing service example + + ip:192.168.13.11;cpu:2,8192;gpu:1,low_mem;fpga:0,0;batch_size:10; + + this line describes a worker node whose ip address is 192.168.13.11, + from which this task will use 2 cores assuming 8 GB is the total RAM of + the computer, one GPU in low_mem mode will be used, 0 FPGAs are available + with 0 MB of memory, and the batch_size used in the work node by the + train_batch() method will be of 10 samples. + */ + +#endif // __EDDL_WORKER_NODE_H__ diff --git a/include/eddl/distributed/multicast_receiver.h b/include/eddl/distributed/multicast_receiver.h new file mode 100644 index 000000000..dd46a47ae --- /dev/null +++ b/include/eddl/distributed/multicast_receiver.h @@ -0,0 +1,62 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __MulticastReceiver_H__ +#define __MulticastReceiver_H__ 1 + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include + +namespace eddl { + +class MulticastReceiver +{ +public: + MulticastReceiver(eddl_queue & input_queue, + eddl_queue & ack_queue, + eddl_queue & output_queue, + DistributedEnvironment & distributed_environment); + ~MulticastReceiver(); + + void stop(); + void receiver(); + void send_ack(eddl_packet_ack * ack); + +private: + eddl_queue & input_queue; + eddl_queue & ack_queue; + eddl_queue & output_queue; + DistributedEnvironment & distributed_environment; + + int socket_fd_in; // input socket file descriptor + int socket_fd_out; // output socket file descriptor + int port_number_in; // input port number to use + int port_number_out; // output port number to use + + uint32_t my_s_addr; + + bool receiver_active; + std::thread receiver_thread; + + std::map active_messages; + std::map recently_received_messages; +}; + +}; + +#endif // __MulticastReceiver_H__ diff --git a/include/eddl/distributed/multicast_sender.h b/include/eddl/distributed/multicast_sender.h new file mode 100644 index 000000000..b09ddbc8f --- /dev/null +++ b/include/eddl/distributed/multicast_sender.h @@ -0,0 +1,73 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: August 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __MULTICAST_SENDER_H__ +#define __MULTICAST_SENDER_H__ 1 + +#include +#include +#include +#include + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include + +namespace eddl { + +class MulticastSender +{ +public: + MulticastSender(std::vector & workers, + eddl_queue & output_queue, + eddl_queue & ack_queue, + DistributedEnvironment & distributed_environment); + ~MulticastSender(); + + void stop(); + void sender(); + void ack_processor(); + bool send_message(eddl_message * message); + +private: + std::vector & workers; + eddl_queue & output_queue; + eddl_queue & ack_queue; + DistributedEnvironment & distributed_environment; +/* + std::string multicast_group_addr; + int port_number_out; // input port number to use + int port_number_in; // input port number to use +*/ + int socket_fd_in; // input socket file descriptor + int socket_fd_out; // output socket file descriptor + + struct sockaddr_in target_group_addr; + + bool sender_active; + std::thread sender_thread; + std::thread ack_processor_thread; + std::mutex ack_processor_mutex; + + std::map active_acknowledgements; +}; // class MulticastSender + +}; // namespace eddl + +#endif // __MULTICAST_SENDER_H__ diff --git a/include/eddl/distributed/tcp_receiver.h b/include/eddl/distributed/tcp_receiver.h new file mode 100644 index 000000000..b882c9cc8 --- /dev/null +++ b/include/eddl/distributed/tcp_receiver.h @@ -0,0 +1,86 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __TCP_RECEIVER_H__ +#define __TCP_RECEIVER_H__ 1 + +#include +#include +#include +#include + +#include +#include +#include + +namespace eddl { + +class TCP_Receiver +{ +private: + class ActiveThread + { + public: + ActiveThread(int socket_fd, + eddl_queue & input_queue, + eddl_queue & weights_ack_queue, + eddl_queue & generic_ack_queue, + eddl_queue & output_queue, + TCP_Receiver * tcp_receiver); + ~ActiveThread(); + inline eddl_thread_status get_status() { return this->status; } + inline void stop() { this->status=STOPPED; } + inline void disable() { this->status=INACTIVE; } + void join() { this->thread->join(); } + eddl_message * receive_message(); + void thread_receiver(); + + private: + std::thread * thread; + eddl_thread_status status; + int socket_fd; + eddl_queue & input_queue; + eddl_queue & weights_ack_queue; + eddl_queue & generic_ack_queue; + eddl_queue & output_queue; + TCP_Receiver * tcp_receiver; + }; + +public: + TCP_Receiver( eddl_queue & input_queue, + eddl_queue & weights_ack_queue, + eddl_queue & generic_ack_queue, + eddl_queue & output_queue, + DistributedEnvironment & distributed_environment); + ~TCP_Receiver(); + + void stop(); + void drop_stopped(); + void joiner(); + void acceptor(); + +private: + eddl_queue & input_queue; + eddl_queue & weights_ack_queue; + eddl_queue & generic_ack_queue; + eddl_queue & output_queue; + DistributedEnvironment & distributed_environment; + + int socket_fd; // socket file descriptor + bool receiver_active; + std::thread joiner_thread; + std::thread acceptor_thread; + + std::queue active_threads; + std::mutex mutex_active_threads; +}; + +}; + +#endif // __TCP_RECEIVER_H__ diff --git a/include/eddl/distributed/tcp_sender.h b/include/eddl/distributed/tcp_sender.h new file mode 100644 index 000000000..e41c13960 --- /dev/null +++ b/include/eddl/distributed/tcp_sender.h @@ -0,0 +1,59 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#ifndef __TCP_SENDER_H__ +#define __TCP_SENDER_H__ 1 + +#include +#include +#include +#include +#include + +#include +#include +#include +#include + +namespace eddl { + +class TCP_Sender +{ +public: + TCP_Sender(eddl_queue & output_queue, + eddl_queue & ack_queue, + DistributedEnvironment & distributed_environment); + ~TCP_Sender(); + + void stop(); + void sender(); + bool send_message(eddl_message * msg); + void manage_to_send_message(eddl_message * msg); + + void change_status_to(int new_status); + +private: + eddl_queue & output_queue; + eddl_queue & ack_queue; + DistributedEnvironment & distributed_environment; + bool sender_active; + std::thread sender_thread; + eddl_queue queue_of_pending_messages; + std::map sent_messages; + int sender_status; + uint64_t timestamp_last_status_change; + + static constexpr int NORMAL_OPERATION=0; + static constexpr int FAILED_TO_CONNECT=1; + static constexpr int FAILED_TO_WRITE=2; +}; + +}; + +#endif // __TCP_SENDER_H__ diff --git a/runtime/CMakeLists.txt b/runtime/CMakeLists.txt new file mode 100644 index 000000000..1290e5e17 --- /dev/null +++ b/runtime/CMakeLists.txt @@ -0,0 +1,16 @@ +cmake_minimum_required(VERSION 3.9.2) + +project(eddl-examples) + + +# RUNTIME EXECUTABLES FOR AD HOC DISTRIBUTED VERSION: REQUIRES ONNX +if(BUILD_PROTOBUF) + add_executable(master "distributed/master.cpp") + target_link_libraries(master eddl) + + add_executable(worker "distributed/worker.cpp") + target_link_libraries(worker eddl) + + add_executable(misc_info "distributed/misc_info.cpp") + target_link_libraries(misc_info eddl) +endif() diff --git a/runtime/distributed/master.cpp b/runtime/distributed/master.cpp new file mode 100644 index 000000000..258775872 --- /dev/null +++ b/runtime/distributed/master.cpp @@ -0,0 +1,223 @@ +#include +#include +#include + +#include +#include +#include +#include +#include + +#include +#include +#include +#include + +eddl::eddl_queue * global_input_queue; + +void handler_funtion(int parameter) +{ + switch (parameter) { + case SIGUSR1: + global_input_queue->push(eddl::eddl_message::start_command(0)); + break; + case SIGHUP: + global_input_queue->push(eddl::eddl_message::stop_command(0)); + break; + case SIGINT: // also generated from keyboard by CTRL+C in Unix systems + case SIGUSR2: + case SIGTERM: + global_input_queue->push(eddl::eddl_message::shutdown_command(0)); + break; + } + eddl::print_log_msg("signal caught " + std::to_string(parameter)); +} + +int main(int argc, char *argv[]) +{ + eddl::DistributedEnvironment distributed_environment; + distributed_environment.set_my_ip_addr("10.81.25.6"); // socrates.vpn + eddl::eddl_queue input_queue; + eddl::eddl_queue generic_output_queue; + eddl::eddl_queue generic_ack_queue; + eddl::eddl_queue weights_output_queue; + eddl::eddl_queue weights_ack_queue; + std::vector workers; + + for (int i=0; i < argc; i++) { + if (! strcmp(argv[i], "--my-ip-addr")) { + distributed_environment.set_my_ip_addr(argv[++i]); + } else if (! strcmp(argv[i], "--tcp-port")) { + distributed_environment.set_tcp_port(atoi(argv[++i])); + /* + } else if (! strncmp(argv[i], "--mode=", 7)) { + std::vector parts = eddl::str_split(argv[i],'='); + if (parts[1] == "federated_ml") + worker_mode = eddl::eddl_worker_modes::FEDERATED_ML; + else if (parts[1] == "one_master") + worker_mode = eddl::eddl_worker_modes::ONE_MASTER; + else if (parts[1] == "any_master") + worker_mode = eddl::eddl_worker_modes::ANY_MASTER; + else + throw std::runtime_error(eddl::err_msg("unrecognized worker mode")); + */ + } else if (! strcmp(argv[i], "--multicast-group-addr")) { + distributed_environment.set_multicast_group_addr(argv[++i]); + } else if (! strncmp(argv[i], "--verbose=", 10)) { + std::vector parts = eddl::str_split(argv[i],'='); + distributed_environment.set_verbose_level(std::stoi(parts[1])); + } else if (! strcmp(argv[i], "--verbose")) { + distributed_environment.increase_verbose_level(); + } + } + + workers.push_back(new eddl::eddl_worker_node("ip:10.81.25.1;cpu:4,8192;gpu:0,low_mem;fpga:0,0;batch_size:10")); + + /* + tcp_receiver pushes: + 1. weights acknowledgements from workers into the weights_ack_queue + 2. other acknowledgements from workers into the generic_ack_queue + 3. acknowledgements created by the master when a data message is complete into the generic_output_queue + 4. messages which are not acknowledgements into the input_queue + */ + eddl::TCP_Receiver tcp_receiver( input_queue, + weights_ack_queue, + generic_ack_queue, + generic_output_queue, + distributed_environment); + /* + tcp_sender pops: + 1. output messages from the generic_output_queue + 2. other acknowledgements sent by workers from the generic_ack_queue + + */ + eddl::TCP_Sender tcp_sender( generic_output_queue, + generic_ack_queue, + distributed_environment); + /* + multicast_sender pops: + 1. output weight data messages from the weights_output_queue + 2. weights acknowledgements sent by workers from the weights_ack_queue + */ + eddl::MulticastSender multicast_sender( workers, + weights_output_queue, + weights_ack_queue, + distributed_environment); + + //////////////////////////////////////////////////////////////// + unsigned seed = std::chrono::system_clock::now().time_since_epoch().count(); + std::mt19937_64 generator_1(seed); // mt19937 is a standard mersenne_twister_engine + std::mt19937_64 generator_2(seed + 1); // mt19937 is a standard mersenne_twister_engine + std::mt19937_64 generator_3(seed + 2); // mt19937 is a standard mersenne_twister_engine + std::bernoulli_distribution bernoulli(0.3); + std::uniform_int_distribution dist_sizes(100,50*1024*1024); + std::uniform_int_distribution dist_content(0,255); + //////////////////////////////////////////////////////////////// + + //////////////////////////////////////////////////////////////// + global_input_queue = & input_queue; + // setting sigaction structure: begin + static struct sigaction _action; + _action.sa_sigaction = nullptr; + _action.sa_handler = handler_funtion; + for (unsigned long int i=0; i < _SIGSET_NWORDS; i++) + _action.sa_mask.__val[i] = 0; + _action.sa_flags = 0; + // setting sigaction structure: end + sigaction(SIGHUP, &_action, nullptr); + sigaction(SIGINT, &_action, nullptr); + sigaction(SIGTERM, &_action, nullptr); + sigaction(SIGUSR1, &_action, nullptr); + sigaction(SIGUSR2, &_action, nullptr); + //////////////////////////////////////////////////////////////// + + //////////////////////////////////////////////////////////////// + eddl::print_log_msg("ready to receive messages"); + + bool master_active = true; + bool shutdown_master = false; + + for (auto w: workers) + generic_output_queue.push(eddl::eddl_message::start_command(w->get_s_addr())); + + while (! shutdown_master) { + eddl::eddl_message * msg = input_queue.pop(); + if (nullptr == msg) continue; + + std::cout << "received message: " + << std::hex << msg->get_message_id() << " " + << std::hex << msg->get_type() << " " + << std::dec << msg->get_timestamp() << " " + << std::dec << msg->get_message_data_size() + << " bytes" << std::endl; + + if (msg->get_type() == eddl::eddl_message_types::COMMAND) { + switch (msg->get_command()) { + case eddl::eddl_command_types::START: + master_active = true; + for (auto w: workers) + generic_output_queue.push(eddl::eddl_message::start_command(w->get_s_addr())); + break; + case eddl::eddl_command_types::STOP: + master_active = false; + for (auto w: workers) + generic_output_queue.push(eddl::eddl_message::stop_command(w->get_s_addr())); + break; + case eddl::eddl_command_types::SHUTDOWN: + master_active = false; + for (auto w: workers) + generic_output_queue.push(eddl::eddl_message::stop_command(w->get_s_addr())); + shutdown_master = true; + generic_output_queue.clear(); + weights_output_queue.clear(); + // first send a shutdown command to ensure tcp receivers change status to stop + for (auto w: workers) + generic_output_queue.push(eddl::eddl_message::shutdown_command(w->get_s_addr())); + // a first packet to myself to make my tcp receiver be aware of stopping + generic_output_queue.push(eddl::eddl_message::shutdown_command(distributed_environment.get_my_s_addr())); + // a packet to unlock multicast receiver threads + weights_output_queue.push(eddl::eddl_message::shutdown_command(0)); + // second send a shutdown command to unlock the acceptor thread of tcp receivers + for (auto w: workers) + generic_output_queue.push(eddl::eddl_message::shutdown_command(w->get_s_addr())); + // a second packet to myself to stop my tcp receiver + generic_output_queue.push(eddl::eddl_message::shutdown_command(distributed_environment.get_my_s_addr())); + // wait a little bit + std::this_thread::sleep_for(std::chrono::seconds(1)); + tcp_sender.stop(); + tcp_receiver.stop(); + multicast_sender.stop(); + break; + } + } + + delete msg; + + if (master_active && weights_output_queue.size() < 10 && bernoulli(generator_1)) { + size_t size_in_bytes = dist_sizes(generator_2); + unsigned char * data = new unsigned char [size_in_bytes]; + for (size_t i=0; i < size_in_bytes; i++) data[i] = (unsigned char)dist_content(generator_3); + + msg = new eddl::eddl_message(eddl::eddl_message_types::DATA_WEIGHTS, + 0, 0, + size_in_bytes, eddl::eddl_packet_data_size, data); + + delete [] data; + weights_output_queue.push(msg); + } + + std::cout << " |input_queue| = " << input_queue.size() + << " |generic_output_queue| = " << generic_output_queue.size() + << " |weights_output_queue| = " << weights_output_queue.size() + << " |generic_ack_queue| = " << generic_ack_queue.size() + << " |weights_ack_queue| = " << weights_ack_queue.size() + << std::endl; + } + + for (auto w : workers) delete w; + workers.clear(); + + eddl::print_log_msg("master main thread ready to finish when threads stop"); + + return 0; +} diff --git a/runtime/distributed/misc_info.cpp b/runtime/distributed/misc_info.cpp new file mode 100644 index 000000000..53e93d493 --- /dev/null +++ b/runtime/distributed/misc_info.cpp @@ -0,0 +1,51 @@ + +#include +#include +#include +#include + +#include +#include + +using namespace eddl; + +int main(int argc, char *argv[]) +{ + std::cout + << " sizeof(eddl_packet) = " << sizeof(eddl_packet) << std::endl + << " sizeof(eddl_message) = " << sizeof(eddl_message) << std::endl + << " eddl_default_mtu = " << eddl_default_mtu << std::endl + << " eddl_packet_data_size = " << eddl_packet_data_size << std::endl + << " eddl_checksum_len = " << eddl_checksum_len << std::endl + << " eddl_msg_id_len = " << eddl_msg_id_len << std::endl + << " _eddl_msg_id_len_ = " << _eddl_msg_id_len_ << std::endl + << " eddl_alignment = " << eddl_alignment << std::endl + << " listen_max_pending = " << listen_max_pending << std::endl + << " base_tcp_port = " << base_tcp_port << std::endl + << " base_udp_data_port = " << base_udp_data_port << std::endl + << " base_udp_ack_port = " << base_udp_ack_port << std::endl + << std::endl; + + char buffer[1024*1024]; + eddl_message * message = new eddl_message(DATA_GRADIENTS, 0, 0, 1024*1024, eddl_packet_data_size, buffer); + + std::cout + << " message->get_message_data_size() = " << message->get_message_data_size() << std::endl + << " message->get_seq_len() = " << message->get_seq_len() << std::endl + << std::endl; + + eddl_packet * packet = message->get_packet(0); + + std::cout + << " packet->get_message_size() = " << packet->get_message_size() << std::endl + << " packet->get_data_size() = " << packet->get_data_size() << std::endl + << std::endl; + + delete packet; + delete message; + + init_message_type_names(); + show_all_message_type_names(); + + return EXIT_SUCCESS; +} diff --git a/runtime/distributed/worker.cpp b/runtime/distributed/worker.cpp new file mode 100644 index 000000000..21b2cff4d --- /dev/null +++ b/runtime/distributed/worker.cpp @@ -0,0 +1,178 @@ +#include +#include +#include + +#include +#include +#include +#include +#include +#include + +#include +#include +#include +#include + +int main(int argc, char *argv[]) +{ + eddl::DistributedEnvironment distributed_environment; + eddl::eddl_worker_modes worker_mode = eddl::eddl_worker_modes::ANY_MASTER; + + // manual settings for testing + distributed_environment.set_my_ip_addr("10.81.25.1"); // platon.vpn + distributed_environment.set_master_ip_addr("10.81.25.6"); // socrates.vpn + + for (int i=0; i < argc; i++) { + if (! strcmp(argv[i], "--my-ip-addr")) { + distributed_environment.set_my_ip_addr(argv[++i]); + } else if (! strcmp(argv[i], "--server")) { + distributed_environment.set_master_ip_addr(argv[++i]); + } else if (! strcmp(argv[i], "--tcp-port")) { + distributed_environment.set_tcp_port(atoi(argv[++i])); + } else if (! strncmp(argv[i], "--mode=", 7)) { + std::vector parts = eddl::str_split(argv[i],'='); + if (parts[1] == "federated_ml") + worker_mode = eddl::eddl_worker_modes::FEDERATED_ML; + else if (parts[1] == "one_master") + worker_mode = eddl::eddl_worker_modes::ONE_MASTER; + else if (parts[1] == "any_master") + worker_mode = eddl::eddl_worker_modes::ANY_MASTER; + else + throw std::runtime_error(eddl::err_msg("unrecognized worker mode")); + + } else if (! strcmp(argv[i], "--multicast-group-addr")) { + distributed_environment.set_multicast_group_addr(argv[++i]); + } else if (! strncmp(argv[i], "--verbose=", 10)) { + std::vector parts = eddl::str_split(argv[i],'='); + distributed_environment.set_verbose_level(std::stoi(parts[1])); + } else if (! strcmp(argv[i], "--verbose")) { + distributed_environment.increase_verbose_level(); + } + } + + unsigned seed = std::chrono::system_clock::now().time_since_epoch().count(); + std::mt19937_64 generator_1(seed); // mt19937 is a standard mersenne_twister_engine + std::mt19937_64 generator_2(seed + 3); // mt19937 is a standard mersenne_twister_engine + std::uniform_int_distribution dist_sizes(100,50*1024*1024); + std::uniform_int_distribution dist_content(0,255); + + eddl::eddl_queue input_queue; + eddl::eddl_queue output_queue; + eddl::eddl_queue ack_queue; + + eddl::TCP_Receiver tcp_receiver( input_queue, + ack_queue, + ack_queue, + output_queue, + distributed_environment); + eddl::TCP_Sender tcp_sender( output_queue, + ack_queue, + distributed_environment); + eddl::MulticastReceiver multicast_receiver( input_queue, + ack_queue, + output_queue, + distributed_environment); + + eddl::eddl_message * message = nullptr; + eddl::eddl_worker_status worker_status = eddl::eddl_worker_status::WORKER_WAITING; + int seconds_to_wait_while_waiting = 1; + int iterations_waiting = 0; + + while (worker_status != eddl::eddl_worker_status::WORKER_TO_SHUTDOWN) { + + // independently of the status the input queue must be processed + if (! input_queue.empty()) { + message = input_queue.pop(); + std::cout << "received message: " + << std::hex << message->get_message_id() << " " + << std::hex << message->get_type() << " " + << std::dec << message->get_timestamp() << " " + << std::dec << message->get_message_data_size() + << " bytes" << std::endl; + + if (message->get_type() == eddl::eddl_message_types::COMMAND) { + switch (message->get_command()) { + case eddl::eddl_command_types::START: + if (worker_status == eddl::eddl_worker_status::WORKER_WAITING) { + worker_status = eddl::eddl_worker_status::WORKER_RUNNING; + seconds_to_wait_while_waiting = 1; + iterations_waiting = 0; + } + break; + case eddl::eddl_command_types::STOP: + if (worker_status == eddl::eddl_worker_status::WORKER_RUNNING) { + worker_status = eddl::eddl_worker_status::WORKER_STOPPING; + } + break; + case eddl::eddl_command_types::SHUTDOWN: + worker_status = eddl::eddl_worker_status::WORKER_TO_SHUTDOWN; + break; + } + } + delete message; + } + + switch (worker_status) { + case eddl::eddl_worker_status::WORKER_RUNNING: + if (output_queue.size() < 10) { + size_t size_in_bytes = dist_sizes(generator_1); + unsigned char * data = new unsigned char [size_in_bytes]; + for (size_t i=0; i < size_in_bytes; i++) + data[i] = (unsigned char)dist_content(generator_1); + + message = new eddl::eddl_message( + eddl::eddl_message_types::DATA_GRADIENTS, + 0, // source addr will be set by the sender thread + distributed_environment.get_master_s_addr(), + size_in_bytes, + eddl::eddl_packet_data_size, + data); + delete [] data; + output_queue.push(message); + } else { + /* + sleep 1 second to avoid having too many messages in the + output queue; this should be reviewed in the real + worker implementation + */ + std::this_thread::sleep_for(std::chrono::seconds(1)); + } + break; + + case eddl::eddl_worker_status::WORKER_STOPPING: + // does not perform new actions like sending new messages + if (output_queue.empty()) + worker_status = eddl::eddl_worker_status::WORKER_WAITING; + else + std::this_thread::sleep_for(std::chrono::seconds(1)); + break; + + case eddl::eddl_worker_status::WORKER_TO_SHUTDOWN: + output_queue.clear(); + tcp_sender.stop(); + tcp_receiver.stop(); + multicast_receiver.stop(); + break; + + case eddl::eddl_worker_status::WORKER_WAITING: + std::cout << "worker inactive waiting for " + << seconds_to_wait_while_waiting + << " second(s)." << std::endl; + std::this_thread::sleep_for(std::chrono::seconds(seconds_to_wait_while_waiting)); + if (++iterations_waiting >= 10) + seconds_to_wait_while_waiting = 10; + break; + } // of switch + + if (distributed_environment.get_verbose_level() >= 1) + std::cout << " |input_queue| = " << input_queue.size() + << " |output_queue| = " << output_queue.size() + << " |ack_queue| = " << ack_queue.size() + << std::endl; + } // of while worker_status + + eddl::print_log_msg("worker main thread ready to finish when threads stop"); + + return EXIT_SUCCESS; +} diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 8870b2328..b71565924 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -156,6 +156,8 @@ if(BUILD_PROTOBUF) target_include_directories(${PROJECT_NAME} PUBLIC $) # target_link_directories(${PROJECT_NAME} PRIVATE ${Protobuf_LIBRARIES_DIRS}) target_link_libraries(${PROJECT_NAME} PUBLIC ${Protobuf_LIBRARIES}) + target_link_libraries(${PROJECT_NAME} PUBLIC ssl) # added by Jon 2020-08-17 + target_link_libraries(${PROJECT_NAME} PUBLIC crypto) # added by Jon 2020-08-17 if(MSVC) target_link_libraries(${PROJECT_NAME} PUBLIC diff --git a/src/distributed/communications/eddl_distributed_utils.cpp b/src/distributed/communications/eddl_distributed_utils.cpp new file mode 100644 index 000000000..0b0f1e03a --- /dev/null +++ b/src/distributed/communications/eddl_distributed_utils.cpp @@ -0,0 +1,154 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include +#include + +#include + +#include +#include + +namespace eddl { + +uint64_t get_system_milliseconds() +{ + std::chrono::system_clock::time_point just_now = std::chrono::system_clock::now(); + std::chrono::system_clock::duration since_epoch = just_now.time_since_epoch(); + uint64_t msec = std::chrono::duration_cast(since_epoch).count(); + + return msec; +} +size_t compute_aligned_size(size_t size) +{ + return size + ((eddl_alignment - (size % eddl_alignment)) % eddl_alignment); +} + +void * eddl_malloc(size_t size) +{ + // the memory allocated by this method must be released by using the free() system call + void *ptr = nullptr; + int rc = posix_memalign(&ptr, eddl_alignment, compute_aligned_size(size)); + if (rc != 0) + throw std::runtime_error(err_msg("error allocating memory.")); + + return ptr; +} + +std::vector str_split(std::string s, char sep) +{ + std::vector v; + + std::string part=""; + + size_t i = 0; + while (i < s.size()) { + + size_t j = s.find(sep, i); + + if (j==i) { + v.push_back(std::string("")); + i+=1; + } else if (j > s.size()) { // end of string reached + v.push_back(std::string(s.substr(i,s.size()-i))); + i=s.size(); + } else { + v.push_back(std::string(s.substr(i,j-i))); + i=j+1; + } + } + + return v; +} + +std::string get_ip_address(uint32_t s_addr) +{ + unsigned char *ptr = (unsigned char *) &s_addr; + unsigned int i; + + std::string s1, s2, s3, s4; + + i = ptr[0]; s1 = std::to_string(i); + i = ptr[1]; s2 = std::to_string(i); + i = ptr[2]; s3 = std::to_string(i); + i = ptr[3]; s4 = std::to_string(i); + + return s1 + "." + s2 + "." + s3 + "." + s4; +} +std::string pointer_to_string(void * ptr) +{ + std::stringstream buff; + buff << ptr; + return buff.str(); +} + +std::string compose_log_message(const char * filename, const int line_number, const char * function_name, const char * msg) +{ + std::stringstream buff; + buff << filename; + buff << ":"; + buff << std::to_string(line_number); + buff << ":"; + buff << function_name; + buff << ": "; + buff << msg; + return buff.str(); +} +std::string compose_log_message(const char * filename, const int line_number, const char * function_name, std::string msg) +{ + std::stringstream buff; + buff << filename << ":" << std::to_string(line_number) + ":" << function_name << ": " << msg; + return buff.str(); +} +void print_log_message(const char * filename, const int line_number, const char * function_name, const char * msg) +{ + std::cout << compose_log_message(filename, line_number, function_name, msg) << std::endl; +} +void print_log_message(const char * filename, const int line_number, const char * function_name, std::string msg) +{ + std::cout << compose_log_message(filename, line_number, function_name, msg) << std::endl; +} +void print_err_message(const char * filename, const int line_number, const char * function_name, const char * msg) +{ + std::cerr << compose_log_message(filename, line_number, function_name, msg) << std::endl; +} +void print_err_message(const char * filename, const int line_number, const char * function_name, std::string msg) +{ + std::cerr << compose_log_message(filename, line_number, function_name, msg) << std::endl; +} + + +static std::map __eddl_message_types_names; +void init_message_type_names() +{ + #define stringify(name) # name + __eddl_message_types_names[DATA_SAMPLES] = stringify(DATA_SAMPLES); + __eddl_message_types_names[DATA_WEIGHTS] = stringify(DATA_WEIGHTS); + __eddl_message_types_names[DATA_GRADIENTS] = stringify(DATA_GRADIENTS); + __eddl_message_types_names[MSG_ACK_SAMPLES] = stringify(MSG_ACK_SAMPLES); + __eddl_message_types_names[MSG_ACK_WEIGHTS] = stringify(MSG_ACK_WEIGHTS); + __eddl_message_types_names[MSG_ACK_GRADIENTS] = stringify(MSG_ACK_GRADIENTS); + __eddl_message_types_names[PARAMETER] = stringify(PARAMETER); + __eddl_message_types_names[COMMAND] = stringify(COMMAND); + __eddl_message_types_names[PKG_ACK] = stringify(PKG_ACK); + __eddl_message_types_names[MSG_CHKSUM] = stringify(MSG_CHKSUM); + #undef stringify +} +std::string get_message_type_name(int value) +{ + return __eddl_message_types_names[value]; +} +void show_all_message_type_names() +{ + for(auto iter: __eddl_message_types_names) + std::cout << std::hex << iter.first << " " << iter.second << std::endl; +} + + +}; diff --git a/src/distributed/communications/eddl_message.cpp b/src/distributed/communications/eddl_message.cpp new file mode 100644 index 000000000..ec9ee2a2c --- /dev/null +++ b/src/distributed/communications/eddl_message.cpp @@ -0,0 +1,318 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include + +#include +#include +#include +#include + +namespace eddl { + +eddl_message::eddl_message(uint32_t type, + uint32_t source_addr, + uint32_t target_addr, + size_t message_data_size, + size_t packet_data_size, + void * data ) +: type(type), source_addr(source_addr), target_addr(target_addr) +{ + this->timestamp = get_system_milliseconds(); + this->set_message_id(); + this->message_data_size = 0; + this->packet_data_size = 0; + this->seq_len = 0; + this->data = nullptr; + + this->checksum_has_been_set = false; + memset(this->checksum, 0, eddl_checksum_len); + + this->received_packet = nullptr; + + if (0 == message_data_size && nullptr != data) + throw std::runtime_error(err_msg("data size equal to zero when data is not nullptr.")); + + if (type == eddl_message_types::COMMAND) { + this->data = (unsigned char *)eddl_malloc(sizeof(uint32_t)); + uint32_t *p = (uint32_t *)this->data; + // see fabric constructors in eddl_message.h + // the command id is passed via the parameter 'packet_data_size' + *p = (uint32_t)packet_data_size; + this->message_data_size = this->packet_data_size = sizeof(uint32_t); + this->seq_len = 1; + this->compute_checksum(); + this->checksum_has_been_set = true; + } else if (message_data_size > 0) { + this->message_data_size = message_data_size; + this->packet_data_size = packet_data_size; + set_data(message_data_size, data); + } +} +eddl_message::eddl_message(eddl_packet * packet) +{ + this->type = packet->get_type(); + this->source_addr = packet->get_source_addr(); + this->target_addr = packet->get_target_addr(); + this->timestamp = get_system_milliseconds(); + this->seq_len = 1; + this->message_data_size = packet->get_data_size(); + this->packet_data_size = packet->get_data_size(); + this->set_message_id(packet->get_message_id_ptr()); + memset(this->checksum, 0, eddl_checksum_len*sizeof(unsigned char)); + this->data = (unsigned char *)eddl_malloc(this->message_data_size); + memcpy(this->data, packet->get_data(), this->message_data_size); + this->pending_packets = 0; + this->received_packet = nullptr; + this->checksum_has_been_set = false; +} + +void eddl_message::set_data(size_t message_data_size, void * data) +{ + this->message_data_size = message_data_size; + + if (0 == packet_data_size) + throw std::runtime_error(err_msg("invalid packet_data_size.")); + + this->seq_len = message_data_size / packet_data_size + + ((message_data_size % packet_data_size) != 0); + + if (0 == this->seq_len) + throw std::runtime_error(err_msg("invalid seq_len.")); + + this->pending_packets = this->seq_len; + + if (nullptr != this->data) free(this->data); + this->data = (unsigned char *)eddl_malloc(message_data_size); + if (nullptr == this->data) + throw std::runtime_error(err_msg("error allocating memory.")); + if (nullptr != data) { + memcpy(this->data, data, message_data_size); + this->compute_checksum(); + this->checksum_has_been_set = true; + this->pending_packets = 0; + } else { + memset(this->data, 0, message_data_size); + } + + if (nullptr != this->received_packet) free(this->received_packet); + this->received_packet = (bool *)eddl_malloc(this->seq_len * sizeof(bool)); + memset(this->received_packet, 0, this->seq_len * sizeof(bool)); +} + +eddl_message::~eddl_message() +{ + if (nullptr != this->data) free(this->data); + if (nullptr != this->received_packet) free(this->received_packet); +} + +uint32_t eddl_message::get_command() +{ + uint32_t *p = (uint32_t *)this->data; + + return *p; +} + +void eddl_message::set_source_addr(uint32_t source_addr) +{ + this->source_addr = source_addr; +} +void eddl_message::set_target_addr(uint32_t target_addr) +{ + this->target_addr = target_addr; +} +void eddl_message::set_message_id(char * message_id) +{ + static char hex[20]="0123456789ABCDEF"; + + if (nullptr != message_id) { + if (strlen(message_id) < eddl_msg_id_len) + throw std::runtime_error(err_msg("invalid message id")); + + this->message_id = std::string(message_id, eddl_msg_id_len); + } else { + char s[32]; + int i=0; + + uint32_t s_addr = this->source_addr; + + for (int k=0; k < 8; k++) { + s[i++] = hex[s_addr & 0x00f]; + s_addr >>= 4; + } + + uint32_t type = this->type; + for (int k=0; k < 3; k++) { + s[i++] = hex[type & 0x00f]; + type >>= 4; + } + + uint64_t msec = this->timestamp; + for (int k=0; k < 8; k++) { + s[i++] = hex[msec & 0x00f]; + msec >>= 4; + } + s[i++] = '\0'; + + this->message_id = s; + } +} + +void eddl_message::compute_checksum() +{ + SHA256((unsigned char *)this->data, this->message_data_size, this->checksum); +} +bool eddl_message::is_checksum_valid() +{ + unsigned char checksum[eddl_checksum_len]; + SHA256((unsigned char *)this->data, this->message_data_size, checksum); + + for (int i=0; i < eddl_checksum_len; i++) + if (this->checksum[i] != checksum[i]) return false; + + return true; +} + +void eddl_message::set_checksum(unsigned char * checksum) +{ + memcpy(this->checksum, checksum, eddl_checksum_len); + this->checksum_has_been_set = true; +} + +void eddl_message::add_packet(eddl_packet * packet) +{ + if (0 == this->packet_data_size) + // this could fail if the first packet is the last one of the + // sequence whose size is smaller than the remaining packet + this->packet_data_size = packet->get_all_but_last_packet_size(); + + if (nullptr == this->data) { + set_data(packet->get_message_size(), nullptr); + } + + size_t seq_no = packet->get_seq_no(); + + if (seq_no >= this->seq_len) + throw std::runtime_error(err_msg("invalid packet seq_no.")); + + if (this->message_data_size != packet->get_message_size()) + throw std::runtime_error(err_msg("message_data_size discrepancy: " + + std::to_string(this->message_data_size) + + " vs " + + std::to_string(packet->get_message_size()))); + + if (this->packet_data_size != packet->get_data_size()) { + if (seq_no < this->seq_len-1) + throw std::runtime_error(err_msg("packet_data_size discrepancy: " + + std::to_string(this->packet_data_size) + + " vs " + + std::to_string(packet->get_data_size()))); + /* + else + print_err_msg("last packet of the message has a different data size."); + */ + } + + size_t i = seq_no * this->packet_data_size; + memcpy(&this->data[i], packet->get_data(), packet->get_data_size()); + + if (! this->received_packet[seq_no]) { + this->received_packet[seq_no] = true; + this->pending_packets--; + } +} +bool eddl_message::was_packet_already_added(size_t seq_no) +{ + if (seq_no >= this->seq_len) + throw std::runtime_error(err_msg("invalid packet seq_no.")); + + return this->received_packet != nullptr + && this->received_packet[seq_no]; +} + +eddl_packet * eddl_message::get_packet(size_t packet_index) +{ + if (nullptr == this->data) + throw std::runtime_error(err_msg("no data available.")); + + if (packet_index >= this->seq_len) + throw std::runtime_error(err_msg("invalid packet index.")); + + size_t pos = this->packet_data_size * packet_index; + + if (pos >= this->message_data_size) + throw std::runtime_error(err_msg("invalid index to access data.")); + + size_t data_size_of_this_packet = std::min(this->packet_data_size, + this->message_data_size - pos); + + return new eddl_packet(this->type, + this->source_addr, + this->target_addr, + this->message_id, + packet_index, + this->seq_len, + this->message_data_size, + this->packet_data_size, + data_size_of_this_packet, + & this->data[pos] ); +} + +eddl_packet * eddl_message::create_packet_for_checksum() +{ + return new eddl_packet(eddl_message_types::MSG_CHKSUM, //this->type, + this->source_addr, + this->target_addr, + this->message_id, + this->seq_len, // this is a special case where packet index is not used + this->seq_len, + this->message_data_size, + this->packet_data_size, // not sure if here it should be eddl_checksum_len + eddl_checksum_len, + this->checksum); +} + +eddl_message * eddl_message::create_acknowledgement() +{ + uint32_t type = 0; + switch (this->get_type()) { + case eddl_message_types::DATA_SAMPLES: + type = eddl_message_types::MSG_ACK_SAMPLES; + break; + case eddl_message_types::DATA_GRADIENTS: + type = eddl_message_types::MSG_ACK_GRADIENTS; + break; + case eddl_message_types::DATA_WEIGHTS: + type = eddl_message_types::MSG_ACK_WEIGHTS; + break; + default: + throw std::runtime_error(err_msg("unexpected message type to be acknowledged.")); + } + + eddl_message * ack = new eddl_message(type, + this->get_target_addr(), // source addr is the target addr of this message + this->get_source_addr(), // target addr is the source addr of this message + this->message_id.size(), + this->message_id.size(), + (void *)this->message_id.c_str() ); + return ack; +} +std::string eddl_message::get_acknowledged_message_id() +{ + return std::string((char *)this->data, eddl_msg_id_len); +} +uint32_t eddl_message::get_acknowledged_message_type() +{ + return ((this->data[ 8]-'0') << 8) + + ((this->data[ 9]-'0') << 4) + + (this->data[10]-'0'); +} + + +}; diff --git a/src/distributed/communications/eddl_message_acks.cpp b/src/distributed/communications/eddl_message_acks.cpp new file mode 100644 index 000000000..56e416f0f --- /dev/null +++ b/src/distributed/communications/eddl_message_acks.cpp @@ -0,0 +1,96 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: August 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include + +#include + +namespace eddl { + +eddl_message_acks::eddl_message_acks(std::vector & workers, + eddl_message * message) +{ + // we need space for the checksum show seq_no is equal to seq_len + this->num_acks_per_worker = message->get_seq_len()+1; + this->living_workers = 0; + for (auto w: workers) { + if (w->is_active()) { + int * ptr = new int [this->num_acks_per_worker]; + memset(ptr, 0, this->num_acks_per_worker * sizeof(int)); + this->acks[w->get_s_addr()] = ptr; + this->living_workers++; + } + } + this->total_num_acks = this->num_acks_per_worker * this->living_workers; + this->ack_counter = 0; + + this->packet_counters = new size_t [this->num_acks_per_worker]; + memset(this->packet_counters, 0, this->num_acks_per_worker * sizeof(size_t)); + + this->starting_timestamp = get_system_milliseconds(); +} +eddl_message_acks::~eddl_message_acks() +{ + for (auto iter : this->acks) + delete [] iter.second; + + delete [] this->packet_counters; +} + +ssize_t eddl_message_acks::get_pending_acknowledgements() +{ + return this->total_num_acks - this->ack_counter; +} + +void eddl_message_acks::acknowledge(uint32_t source_addr, size_t seq_no) +{ + if (seq_no >= this->num_acks_per_worker) + throw std::runtime_error(err_msg("invalid seq_no")); + + if (this->acks.count(source_addr) == 0) + throw std::runtime_error(err_msg("invalid source_addr " + get_ip_address(source_addr))); + + if (this->acks[source_addr][seq_no] == 0) { + this->acks[source_addr][seq_no] = 1; + this->ack_counter++; + this->packet_counters[seq_no]++; + } +} +void eddl_message_acks::acknowledge_whole_message(uint32_t source_addr) +{ + if (this->acks.count(source_addr) == 0) + throw std::runtime_error(err_msg("invalid source_addr " + get_ip_address(source_addr))); + + for(size_t seq_no = 0; seq_no < this->num_acks_per_worker; seq_no++) { + if (this->acks[source_addr][seq_no] == 0) { + this->acks[source_addr][seq_no] = 1; + this->ack_counter++; + this->packet_counters[seq_no]++; + } + } +} +bool eddl_message_acks::all_has_been_acknowledged() +{ + return this->ack_counter == this->total_num_acks; +} +bool eddl_message_acks::packet_already_acknowledged(size_t seq_no) +{ + if (seq_no >= this->num_acks_per_worker) + throw std::runtime_error(err_msg("invalid seq_no")); + + return this->packet_counters[seq_no] == this->living_workers; +} + +bool eddl_message_acks::lasting_too_much_time() +{ + // returns true if more than 60 seconds to be acknowledged + return (get_system_milliseconds() - this->starting_timestamp) > 60*1000; +} + +}; diff --git a/src/distributed/communications/eddl_packet.cpp b/src/distributed/communications/eddl_packet.cpp new file mode 100644 index 000000000..0496bc596 --- /dev/null +++ b/src/distributed/communications/eddl_packet.cpp @@ -0,0 +1,117 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include + +#include +#include +#include + +namespace eddl { + +eddl_packet::eddl_packet(uint32_t type, + uint32_t source_addr, + uint32_t target_addr, + std::string & message_id, + size_t seq_no, + size_t seq_len, + size_t message_size, + uint32_t all_but_last_packet_size, + size_t data_size, + void * data ) +{ + if (data_size == 0) + throw std::runtime_error(err_msg("packet data size cannot be zero.")); + + if (data_size > eddl_packet_data_size) + throw std::runtime_error(err_msg("packet data size cannot be larger than 'eddl_packet_data_size'.")); + + if (eddl_msg_id_len != message_id.size()) + throw std::runtime_error(err_msg("non-valid message id.")); + + this->type = type; + this->source_addr = source_addr; + this->target_addr = target_addr; + memset(this->message_id, 0, sizeof(this->message_id)); + strncpy(this->message_id, message_id.c_str(), eddl_msg_id_len); + this->seq_no = seq_no; + this->seq_len = seq_len; + this->message_size = message_size; + this->all_but_last_packet_size = all_but_last_packet_size; + this->data_size = data_size; + memset(this->data, 0, sizeof(this->data)); + memcpy(this->data, data, data_size); + this->compute_checksum(); +} +eddl_packet::eddl_packet(uint32_t type, + uint32_t source_addr, + uint32_t target_addr, + std::string & message_id, + size_t seq_no, + size_t seq_len, + uint32_t command ) +{ + if (eddl_msg_id_len != message_id.size()) + throw std::runtime_error(err_msg("non-valid message id.")); + + this->type = type; + this->source_addr = source_addr; + this->target_addr = target_addr; + memset(this->message_id, 0, sizeof(this->message_id)); + strncpy(this->message_id, message_id.c_str(), eddl_msg_id_len); + this->seq_no = seq_no; + this->seq_len = seq_len; + this->message_size = 0; + this->all_but_last_packet_size = 0; // TO-BE REVIEWED + this->data_size = sizeof(uint32_t); + memset(this->data, 0, sizeof(this->data)); + uint32_t *p = (uint32_t *)this->data; + *p = command; + this->compute_checksum(); +} + +eddl_packet::~eddl_packet() +{ +} + +uint32_t eddl_packet::get_command() +{ + uint32_t *p = (uint32_t *)this->data; + + return *p; +} + +void eddl_packet::compute_checksum() +{ + memset(this->checksum, 0, eddl_checksum_len*sizeof(unsigned char)); + unsigned char checksum[eddl_checksum_len]; + SHA256((unsigned char *)this, sizeof(eddl_packet), checksum); + memcpy(this->checksum, checksum, eddl_checksum_len*sizeof(unsigned char)); +} +bool eddl_packet::is_checksum_valid() +{ + unsigned char checksum_orig[eddl_checksum_len]; + unsigned char checksum_new[eddl_checksum_len]; + memcpy(checksum_orig, this->checksum, eddl_checksum_len*sizeof(unsigned char)); + memset(this->checksum, 0, eddl_checksum_len*sizeof(unsigned char)); + SHA256((unsigned char *)this, sizeof(eddl_packet), checksum_new); + memcpy(this->checksum, checksum_orig, eddl_checksum_len*sizeof(unsigned char)); + + for (int i=0; i < eddl_checksum_len; i++) + if (checksum_orig[i] != checksum_new[i]) return false; + + return true; +} + +eddl_packet_ack * eddl_packet::create_acknowledgement(uint32_t worker_addr) +{ + return new eddl_packet_ack(worker_addr, this->seq_no, this->message_id); +} + +}; diff --git a/src/distributed/communications/eddl_worker_node.cpp b/src/distributed/communications/eddl_worker_node.cpp new file mode 100644 index 000000000..b22033ff9 --- /dev/null +++ b/src/distributed/communications/eddl_worker_node.cpp @@ -0,0 +1,75 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include + +#include +#include +#include +#include + +#include +#include +#include +#include +#include + + +namespace eddl { + +eddl_worker_node::eddl_worker_node(std::string description) +{ +// ip:192.168.13.11;cpu:2,8192;gpu:1,low_mem;fpga:0,0;batch_size:10; + std::vector columns=str_split(description, ';'); + + for (auto s : columns) { + std::vector key_values=str_split(s, ':'); + std::string key = key_values[0]; + std::vector values=str_split(key_values[1], ','); + + if (key == "ip") { + + this->hostname_or_ip_address = values[0]; + struct hostent *host = gethostbyname(this->hostname_or_ip_address.c_str()); + if (sizeof(this->s_addr) != host->h_length) + throw std::runtime_error(err_msg("address error conversion.")); + memcpy((char *)&this->s_addr, (char *)host->h_addr, host->h_length); + + } else if (key == "cpu") { + + this->cpu_cores = std::stoi(values[0]); + this->cpu_mem = std::stoi(values[1]); + + } else if (key == "gpu") { + + this->gpu_cards = std::stoi(values[0]); + this->gpu_mem_mode = values[1]; + + } else if (key == "fga") { + + this->fpga_cards = std::stoi(values[0]); + this->fpga_mem = std::stoi(values[1]); + + } else if (key == "batch_size") { + + this->batch_size = std::stoi(values[0]); + } + } + + this->data_subset=""; + this->active = true; +} + +std::string eddl_worker_node::get_ip_address() +{ + return eddl::get_ip_address(this->s_addr); +} + + +}; diff --git a/src/distributed/communications/multicast_receiver.cpp b/src/distributed/communications/multicast_receiver.cpp new file mode 100644 index 000000000..14924cd4e --- /dev/null +++ b/src/distributed/communications/multicast_receiver.cpp @@ -0,0 +1,285 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include +#include +#include +#include +#include +#include + +#include + +#include +#include + +namespace eddl { + + +MulticastReceiver::MulticastReceiver(eddl_queue & input_queue, + eddl_queue & ack_queue, + eddl_queue & output_queue, + DistributedEnvironment & distributed_environment) : + input_queue(input_queue), + ack_queue(ack_queue), + output_queue(output_queue), + distributed_environment(distributed_environment) +{ + socket_fd_in = socket(AF_INET, SOCK_DGRAM, 0); + if (socket_fd_in < 0) + throw std::runtime_error(err_msg("input socket cannot be created.")); + + int reuse=1; + if (setsockopt(socket_fd_in, SOL_SOCKET, SO_REUSEADDR, (char *)&reuse, sizeof(reuse)) < 0) + throw std::runtime_error(err_msg("socket cannot be set to allow multiple instances to receive copies of multicast datagrams.")); + + this->port_number_in = distributed_environment.get_udp_data_port(); + + struct sockaddr_in host_addr; + memset(&host_addr, 0, sizeof(host_addr)); + host_addr.sin_family = AF_INET; + host_addr.sin_addr.s_addr = INADDR_ANY; // distributed_environment.get_my_s_addr(); + host_addr.sin_port = htons(this->port_number_in); + + if (bind(socket_fd_in, (struct sockaddr *) &host_addr, sizeof(host_addr)) < 0) + throw std::runtime_error(err_msg("binding socket failed.")); + + struct ip_mreq mreq; + mreq.imr_multiaddr.s_addr = distributed_environment.get_multicast_s_addr(); + mreq.imr_interface.s_addr = distributed_environment.get_my_s_addr(); + + if (setsockopt(socket_fd_in, IPPROTO_IP, IP_ADD_MEMBERSHIP, (char *) &mreq, sizeof(mreq)) < 0) + throw std::runtime_error(err_msg("adding membership to multicast group failed.")); + + //////////////////////////////////////////////////////////////////////////// + + socket_fd_out = socket(AF_INET, SOCK_DGRAM, 0); + if (socket_fd_out < 0) + throw std::runtime_error(err_msg("output socket cannot be created.")); + + this->port_number_out = distributed_environment.get_udp_ack_port(); + + //////////////////////////////////////////////////////////////////////////// + + std::cout << "ready to receive messages from multicast group " + << get_ip_address(mreq.imr_multiaddr.s_addr) << ":" << this->port_number_in + << " via " << distributed_environment.get_my_ip_addr() + << " and sent acknowledgements to " + << distributed_environment.get_master_ip_addr() << ":" << this->port_number_out + << std::endl; + + //////////////////////////////////////////////////////////////////////////// + + receiver_active = true; + receiver_thread = std::thread( & MulticastReceiver::receiver, this); +} + +MulticastReceiver::~MulticastReceiver() +{ + receiver_active = false; + receiver_thread.join(); + recently_received_messages.clear(); + for (auto iter : active_messages) + delete iter.second; + active_messages.clear(); + close(socket_fd_out); +} + +void MulticastReceiver::stop() +{ + receiver_active = false; + // does this method to send a packet with closing command in order to + // unlock the receiver thread? +} + +void MulticastReceiver::send_ack(eddl_packet_ack * ack) +{ + int flags = MSG_NOSIGNAL; + struct sockaddr_in peer_addr; + memset(&peer_addr, 0, sizeof(peer_addr)); + peer_addr.sin_family = AF_INET; + peer_addr.sin_addr.s_addr = distributed_environment.get_master_s_addr(); + peer_addr.sin_port = htons(this->port_number_out); + + ssize_t l = sizeof(eddl_packet_ack); + ssize_t n = sendto(socket_fd_out, (void *)ack, l, flags, + (const struct sockaddr *)&peer_addr, sizeof(peer_addr)); + //print_log_msg("sent acknowledgement of packet no " + std::to_string(ack->get_seq_no())); + delete ack; + + if (n != l) + throw std::runtime_error(err_msg("sent " + std::to_string(n) + + " bytes instead of " + std::to_string(l) + + " " + std::to_string(errno) + ": " + + strerror(errno))); +} +void MulticastReceiver::receiver() +{ + void * data; + while (receiver_active) { + struct sockaddr_in peer_addr; + socklen_t peer_addr_size = sizeof(peer_addr); + int flags = MSG_NOSIGNAL; // MSG_WAITALL; + data = eddl_malloc(sizeof(eddl_packet)); + if (nullptr == data) + throw std::runtime_error(err_msg("error allocating memory.")); + + ssize_t l = sizeof(eddl_packet); + // blocking call + ssize_t n = recvfrom(socket_fd_in, data, l, flags, + (struct sockaddr *)&peer_addr, &peer_addr_size); + if (n < 0) { + print_err_msg("error receiving a packet: " + std::to_string(errno) + ": " + strerror(errno)); + free(data); + continue; // do not abort the process, just drop the packet + } + + if (n != l) { + print_err_msg("warning received an incomplete packet of " + + std::to_string(n) + " bytes instead of " + + std::to_string(l) + " bytes requrested"); + free(data); + continue; // do not abort the process, just drop the packet + } + + eddl_packet * packet = (eddl_packet *)data; + /** + print_log_msg("received packet " + std::to_string(packet->get_seq_no()) + + "/" + std::to_string(packet->get_seq_len()) + + " of message " + packet->get_message_id() + + " from " + get_ip_address(packet->get_source_addr())); + **/ + if (packet->is_checksum_valid()) { + if (packet->get_source_addr() != peer_addr.sin_addr.s_addr) + throw std::runtime_error(err_msg("received packet from " + + get_ip_address(peer_addr.sin_addr.s_addr) + + " claiming it was sent from " + + get_ip_address(packet->get_source_addr()))); + + eddl_message * message = nullptr; + std::string msg_id = ""; + + switch(packet->get_type()) { + case eddl_message_types::DATA_WEIGHTS: + case eddl_message_types::DATA_GRADIENTS: + case eddl_message_types::DATA_SAMPLES: + case eddl_message_types::MSG_CHKSUM: + /* get info from packet and add it in the corresponding + existing message or just create a new message, + but if the messsage was recently received then resent + packets must be ignored (dropped) + */ + + /* contrary to the above comment, the acknowledgement is sent + in any case in order to allow multicast_sender in the peer + to know the packet was received -- this is pending to be + analysed in more detail, but currently this seems that + alevaites the problem of pending messages to be sent in the + multicast sender of the peer. + */ + this->send_ack(packet->create_acknowledgement(distributed_environment.get_my_s_addr())); + + msg_id = packet->get_message_id(); + if (this->recently_received_messages.count(msg_id) > 0) { + uint64_t lapse = get_system_milliseconds() - this->recently_received_messages[msg_id]; + // if more than one hour it was received then remove it + if (lapse > 1*60*60*1000) { + this->recently_received_messages.erase(msg_id); + } + } else { + if (this->active_messages.count(packet->get_message_id()) == 0) { + message = new eddl_message(packet->get_type(), + packet->get_source_addr(), + packet->get_target_addr(), + packet->get_message_size(), + packet->get_data_size(), + (void *)nullptr); + message->set_message_id(packet->get_message_id_ptr()); + this->active_messages[message->get_message_id()] = message; + //print_log_msg(std::string("receiving message ") + message->get_message_id()); + //print_log_msg(".....................................................message created from packet with " + std::to_string(packet->get_message_size()) + " vs " + std::to_string(message->get_message_data_size())); + } else { + message = this->active_messages[packet->get_message_id()]; + } + if (packet->get_type() == eddl_message_types::MSG_CHKSUM) { + //print_log_msg(".....................................................message checksum received"); + if (!message->was_checksum_already_set()) { + message->set_checksum((unsigned char *)packet->get_data()); + } + // this->send_ack(packet->create_acknowledgement(distributed_environment.get_my_s_addr())); + } else { + // add the packet to the message --same packet can be received more than once + //print_log_msg(".....................................................message " + pointer_to_string(message)); + //print_log_msg(".....................................................message id " + message->get_message_id()); + //print_log_msg(".....................................................packet msg id " + packet->get_message_id()); + if (! message->was_packet_already_added(packet->get_seq_no())) { + message->add_packet(packet); + // acknowledge the received packet + } + // this->send_ack(packet->create_acknowledgement(distributed_environment.get_my_s_addr())); + //print_log_msg(".....................................................added packet to message and sent ack"); + } + // if message complete enqueue the message + if (message->is_complete()) { + this->active_messages.erase(message->get_message_id()); + if (message->is_checksum_valid()) { + switch (message->get_type()) { + case eddl_message_types::DATA_SAMPLES: + case eddl_message_types::DATA_GRADIENTS: + case eddl_message_types::DATA_WEIGHTS: + this->input_queue.push(message); + this->recently_received_messages[message->get_message_id()] = get_system_milliseconds(); + this->output_queue.push_front(message->create_acknowledgement()); + print_log_msg(std::string("received message ") + message->get_message_id()); + break; + default: + throw std::runtime_error(err_msg("unexpected message type.")); + } + } else { + delete message; + } + } + } + break; + case eddl_message_types::COMMAND: + if (packet->get_command() == eddl_command_types::SHUTDOWN) + receiver_active = false; + this->input_queue.push(new eddl_message(packet)); + break; + case eddl_message_types::PARAMETER: + this->input_queue.push(new eddl_message(packet)); + break; + case eddl_message_types::PKG_ACK: + case eddl_message_types::MSG_ACK_SAMPLES: + case eddl_message_types::MSG_ACK_WEIGHTS: + case eddl_message_types::MSG_ACK_GRADIENTS: + //this->ack_queue.push(new eddl_message(packet)); + //break; + default: + throw std::runtime_error(err_msg("unexpected message type.")); + } // switch + } else { + // otherwise do nothing, sender will resend non-acknowledged packets + // so the next print_err_msg() must be commented + print_err_msg("received packet " + std::to_string(packet->get_seq_no()) + + "/" + std::to_string(packet->get_seq_len()) + + " of message " + packet->get_message_id() + + " from " + get_ip_address(packet->get_source_addr())); + } + /* + instead of deleting the object of the class eddl_packet, we have + to free the memory block + delete packet -- DON'T DO THIS IN THIS CASE + */ + free(data); + } // while receiver_active + close(socket_fd_in); + print_log_msg("multicast receiver thread stopped normally"); +} +}; diff --git a/src/distributed/communications/multicast_sender.cpp b/src/distributed/communications/multicast_sender.cpp new file mode 100644 index 000000000..1acc29a4d --- /dev/null +++ b/src/distributed/communications/multicast_sender.cpp @@ -0,0 +1,380 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: August 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include + +#include +#include +#include + +namespace eddl { + +MulticastSender::MulticastSender(std::vector & workers, + eddl_queue & output_queue, + eddl_queue & ack_queue, + DistributedEnvironment & distributed_environment) : + workers(workers), + output_queue(output_queue), + ack_queue(ack_queue), + distributed_environment(distributed_environment) +{ + socket_fd_out = socket(AF_INET, SOCK_DGRAM, IPPROTO_UDP); + if (socket_fd_out < 0) + throw std::runtime_error(err_msg("output socket cannot be created.")); + + u_char loop = 0; // 0 to disable multicast loop ; not necessary in theory + // change this if the master als acts as a worker + if (setsockopt(socket_fd_out, IPPROTO_IP, IP_MULTICAST_LOOP, &loop, sizeof(loop)) < 0) + throw std::runtime_error(err_msg("cannot deactivate multicast loop.")); + + u_char ttl=1; // set ttl to the number of routers multicast packets can go through + // change this to adapt to the needs of federated machine learning + if (setsockopt(socket_fd_out, IPPROTO_IP, IP_MULTICAST_TTL, &ttl, sizeof(ttl)) < 0) + throw std::runtime_error(err_msg("cannot set multicast TTL. " + std::to_string(errno) + ":" + strerror(errno))); + + memset(&this->target_group_addr, 0, sizeof(this->target_group_addr)); + this->target_group_addr.sin_family = AF_INET; + this->target_group_addr.sin_addr.s_addr = distributed_environment.get_multicast_s_addr(); + this->target_group_addr.sin_port = htons(distributed_environment.get_udp_data_port()); + + struct in_addr mreq; + mreq.s_addr = distributed_environment.get_my_s_addr(); + /* alternative 1 sinc Linux 1.2 + struct ip_mreq mreq; + mreq.imr_multiaddr.s_addr = 0; //distributed_environment.get_multicast_s_addr(); + mreq.imr_interface.s_addr = distributed_environment.get_my_s_addr(); + */ + /* alternative 2 since Linux 3.5 + struct ip_mreqn mreq; + mreq.imr_multiaddr.s_addr = 0; //distributed_environment.get_multicast_s_addr(); + mreq.imr_address.s_addr = distributed_environment->get_my_s_addr(); + mreq.imr_ifindex = 0; + */ + if (setsockopt(socket_fd_out, IPPROTO_IP, IP_MULTICAST_IF, (char *)&mreq, sizeof(mreq)) < 0) + throw std::runtime_error(err_msg("cannot set my inferface addr for multicast." + + std::to_string(errno) + ":" + strerror(errno))); + + //////////////////////////////////////////////////////////////////////////// + socket_fd_in = socket(AF_INET, SOCK_DGRAM, 0); + if (socket_fd_in < 0) + throw std::runtime_error(err_msg("input socket cannot be created.")); + + struct sockaddr_in host_addr; + memset(&host_addr, 0, sizeof(host_addr)); + host_addr.sin_family = AF_INET; + host_addr.sin_addr.s_addr = INADDR_ANY; // distributed_environment->get_my_s_addr(); + host_addr.sin_port = htons(distributed_environment.get_udp_ack_port()); + + if (bind(socket_fd_in, (struct sockaddr *) &host_addr, sizeof(host_addr)) < 0) + throw std::runtime_error(err_msg("binding socket failed.")); + + //////////////////////////////////////////////////////////////////////////// + + std::cout << "ready to sent messages to multicast group " + << get_ip_address(distributed_environment.get_multicast_s_addr()) + << ":" << distributed_environment.get_udp_data_port() + << " via " << get_ip_address(distributed_environment.get_my_s_addr()) + << " and receive acknowledgements from any worker via port " + << distributed_environment.get_udp_ack_port() + << std::endl; + + socklen_t optlen; + int sockt_buffer_size; + int rc; +/* + optlen = sizeof(sockt_buffer_size); + sockt_buffer_size = 30*1024*1024; + rc = setsockopt(socket_fd_out, SOL_SOCKET, SO_SNDBUF, &sockt_buffer_size, optlen); + std::cout << "rc = " << rc << std::endl; +*/ + optlen = sizeof(sockt_buffer_size); + rc = getsockopt(socket_fd_out, SOL_SOCKET, SO_SNDBUF, &sockt_buffer_size, &optlen); + std::cout << "send UDP buffer size is " << sockt_buffer_size + << " rc = " << rc + << std::endl; + optlen = sizeof(sockt_buffer_size); + rc = getsockopt(socket_fd_out, SOL_SOCKET, SO_RCVBUF, &sockt_buffer_size, &optlen); + std::cout << "recv UDP buffer size is " << sockt_buffer_size + << " rc = " << rc + << std::endl; + //////////////////////////////////////////////////////////////////////////// + + sender_active = true; + sender_thread = std::thread( & MulticastSender::sender, this); + ack_processor_thread = std::thread( & MulticastSender::ack_processor, this); +} + +MulticastSender::~MulticastSender() +{ + stop(); + + sender_active = false; + output_queue.clear(); + output_queue.push(nullptr); + + sender_thread.join(); + ack_processor_thread.join(); + + for (auto iter: this->active_acknowledgements) + delete iter.second; +} + +void MulticastSender::stop() +{ + sender_active = false; + //////////////////////////////////////////////////////////////////////////// + ////////// this stops the acknowledgement procesor thread ////////////////// + int temp_socket = socket(AF_INET, SOCK_DGRAM, 0); + char data[sizeof(eddl_packet_ack)]; + memset(data, 0, sizeof(data)); + struct sockaddr_in peer; + memset(&peer, 0, sizeof(peer)); + peer.sin_family = AF_INET; + peer.sin_port = htons(distributed_environment.get_udp_ack_port()); + peer.sin_addr.s_addr = distributed_environment.get_my_s_addr(); + ssize_t l = sizeof(data); + ssize_t n = sendto(temp_socket, data, l, MSG_NOSIGNAL, + (const struct sockaddr *)&peer, sizeof(peer)); + if (n != l) + print_err_msg("failed to sent a stopping acknowledgement to myself."); + close(temp_socket); + //////////////////////////////////////////////////////////////////////////// +} + +void MulticastSender::sender() +{ + eddl_message * message = nullptr; + while (sender_active) { + if (output_queue.empty()) { + std::this_thread::sleep_for(std::chrono::milliseconds(100)); + continue; + } + // poping from the queue blocks until something his available + message = output_queue.pop(); + // this allows to stop this thread, according to the destructor of this class + if (nullptr == message) { + continue; + } else if (! send_message(message)) { + // an error ocurred while sending the message + std::string msg_id = message->get_message_id(); + // destroys the message + print_err_msg("message " + msg_id + " was not sent to all living workers."); + } + delete message; + } + close(socket_fd_out); + print_log_msg("multicast sender thread stopped normally."); +} +void MulticastSender::ack_processor() +{ + int flags = MSG_NOSIGNAL; + struct sockaddr_in peer_addr; + socklen_t peer_addr_size; + unsigned char data[next_multiple(sizeof(eddl_packet_ack),8)]; + + while (sender_active) { + ssize_t l = sizeof(eddl_packet_ack); + memset(data, 0, sizeof(data)); + memset(&peer_addr, 0, sizeof(peer_addr)); + peer_addr_size=0; + // blocking call + ssize_t n = recvfrom(socket_fd_in, data, l, flags, (struct sockaddr *)&peer_addr, &peer_addr_size); + if (n < 0) { + print_err_msg("error receiving an acknowledgement: " + + std::to_string(errno) + ": " + strerror(errno)); + continue; // do not abort the process, just drop the packet + } + if (n != l) { + print_err_msg("warning received an incomplete acknowledgement of " + + std::to_string(n) + " bytes instead of " + + std::to_string(l) + " bytes requested"); + continue; // do not abort the process, just drop the packet + } + + eddl_packet_ack * ack = (eddl_packet_ack *)data; + + //////////////////////////////////////////////////////////////////////// + size_t sum=0; + for (size_t i = 0; i < sizeof(eddl_packet_ack); i++) sum += data[i]; + if (0 == sum) break; // an empty acknowledgement means to stop + //////////////////////////////////////////////////////////////////////// + + std::string message_id = ack->get_message_id(); + { // critical region starts + std::unique_lock lck(ack_processor_mutex); + + if (this->active_acknowledgements.count(message_id) > 0) { + eddl_message_acks * _acks = this->active_acknowledgements[message_id]; + _acks->acknowledge(ack->get_source_addr(), ack->get_seq_no()); + if (distributed_environment.get_verbose_level() > 2) + print_log_msg("received acknowledgement " + + std::to_string(ack->get_seq_no()) + + " for message " + message_id); + } else { + print_log_msg("received an obsolete acknowledgement for message " + message_id); + } + } // critical region ends + } + close(socket_fd_in); + print_log_msg("multicast acknowledgment processor thread stopped normally."); +} + +bool MulticastSender::send_message(eddl_message * message) +{ + message->set_source_addr(distributed_environment.get_my_s_addr()); + message->set_target_addr(distributed_environment.get_multicast_s_addr()); + // compulsory to compute again the message id every time source addr is updated + message->set_message_id(); // with no parameter method set_message_id() computes the message_id + + eddl_message_acks * message_acks = nullptr; + + // prepare acknowledgements for the message to be sent here + { // critical region starts + std::unique_lock lck(ack_processor_mutex); + + message_acks = new eddl_message_acks(workers, message); + this->active_acknowledgements[message->get_message_id()] = message_acks; + } // critical region ends + + std::queue seq_no_queue; + eddl_packet * sent_packets[message->get_seq_len()+1]; // includes the checksum + + // populates the queue of packet indices including one additional for the checksum + for (size_t seq_no=0; seq_no <= message->get_seq_len(); ++seq_no) { + seq_no_queue.push(seq_no); + sent_packets[seq_no] = nullptr; + } + + bool return_status = true; + int flags = MSG_NOSIGNAL; + + try { + uint64_t t0 = get_system_milliseconds(); + size_t msec_to_wait_after_sendto=1; + size_t counter=0; + ssize_t sent_bytes=0; + while( sender_active && ! seq_no_queue.empty()) { + size_t pending_packets = seq_no_queue.size(); + for (size_t i=0; sender_active && i < pending_packets; i++) { + size_t seq_no = seq_no_queue.front(); + seq_no_queue.pop(); + + bool packet_to_be_sent = false; + { // critical region starts + std::unique_lock lck(ack_processor_mutex); + + packet_to_be_sent = ! message_acks->packet_already_acknowledged(seq_no); + } // critical region ends + + if (packet_to_be_sent) { + eddl_packet * packet = sent_packets[seq_no]; + if (nullptr == packet) { + if (seq_no < message->get_seq_len()) + packet = message->get_packet(seq_no); + else + packet = message->create_packet_for_checksum(); + sent_packets[seq_no] = packet; + } + ssize_t l = sizeof(eddl_packet); + ssize_t n = sendto(socket_fd_out, (void *)packet, l, + flags, + (const struct sockaddr *) &this->target_group_addr, + sizeof(this->target_group_addr)); + sent_bytes += n; + if (sent_bytes >= 4000) { + std::this_thread::sleep_for(std::chrono::milliseconds(msec_to_wait_after_sendto)); + sent_bytes -= 4000; + } + if (n != l) + throw std::runtime_error(err_msg("sent " + std::to_string(n) + + " bytes instead of " + std::to_string(l) + + " " + std::to_string(errno) + ": " + + strerror(errno))); + //print_log_msg("packet sent " + std::to_string(seq_no)); + seq_no_queue.push(seq_no); + } else if (nullptr != sent_packets[seq_no]) { + delete sent_packets[seq_no]; + sent_packets[seq_no] = nullptr; + } + // otherwise the packet at seq_no is considered successfully sent + // and is not pushed into the queue again + + if (message_acks->lasting_too_much_time()) { + return_status = false; + throw std::runtime_error(err_msg("time over sending message " + message->get_message_id())); + } + + ++counter; + } // inner for loop i < pending_packets + + if (! ack_queue.empty()) { + eddl_message * ack = ack_queue.pop(); + + std::string message_id = ack->get_acknowledged_message_id(); + if (ack->get_type() == eddl_message_types::MSG_ACK_WEIGHTS) { + // critical region starts + std::unique_lock lck(ack_processor_mutex); + + if (this->active_acknowledgements.count(message_id) > 0) { + eddl_message_acks * _acks = this->active_acknowledgements[message_id]; + _acks->acknowledge_whole_message(ack->get_source_addr()); + if (distributed_environment.get_verbose_level() > 1) + print_log_msg("received acknowledgement of whole message:" + message_id); + } else { + if (distributed_environment.get_verbose_level() > 1) + print_err_msg("received acknowledgement of a non-active whole message:" + message_id); + } + } // critical region ends + delete ack; + } + + print_log_msg("message being sent: " + message->get_message_id() + + " |seq_no_queue| = " + std::to_string(seq_no_queue.size()) + + " pending_acknowledgement_count = " + + std::to_string(message_acks->get_pending_acknowledgements()) + + " counter = " + std::to_string(counter) + + " waiting " + std::to_string((get_system_milliseconds()-t0)) + + " milliseconds from message started to be sent."); + /* + msec_to_wait_after_sendto = (msec_to_wait_after_sendto == 1) + ? 10 + : msec_to_wait_after_sendto+10; + */ + std::this_thread::sleep_for(std::chrono::milliseconds(100)); + } // outer while loop ! seq_no_queue.empty() + } + catch(std::exception & e) { + print_err_msg(std::string("an exception ocurred: ") + e.what()); + return_status = false; + } + + // cleaning data structures starts + while (! seq_no_queue.empty()) seq_no_queue.pop(); + + for (auto packet : sent_packets) + if (nullptr != packet) delete packet; + // cleaning data structures ends + + { // critical region starts + std::unique_lock lck(ack_processor_mutex); + + if (message_acks->all_has_been_acknowledged()) { + // do any pending action to do + } else { + // review the list of workers and deactivate those who failed systematically + return_status = false; + } + this->active_acknowledgements.erase(message->get_message_id()); + delete message_acks; + } // critical region ends + + return return_status; +} + +}; // namespace eddl diff --git a/src/distributed/communications/tcp_receiver.cpp b/src/distributed/communications/tcp_receiver.cpp new file mode 100644 index 000000000..da569704f --- /dev/null +++ b/src/distributed/communications/tcp_receiver.cpp @@ -0,0 +1,352 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include +#include +#include +#include +#include +#include +#include + +#include +#include + +#include + +namespace eddl { + + +TCP_Receiver::TCP_Receiver( eddl_queue & input_queue, + eddl_queue & weights_ack_queue, + eddl_queue & generic_ack_queue, + eddl_queue & output_queue, + DistributedEnvironment & distributed_environment) : + input_queue(input_queue), + weights_ack_queue(weights_ack_queue), + generic_ack_queue(generic_ack_queue), + output_queue(output_queue), + distributed_environment(distributed_environment) +{ + socket_fd = socket(AF_INET, SOCK_STREAM, 0); + if (socket_fd < 0) + throw std::runtime_error(err_msg("socket cannot be created.")); + + struct sockaddr_in my_addr; + + /* Clear data structure */ + memset(&my_addr, 0, sizeof(struct sockaddr_in)); + my_addr.sin_family = AF_INET; + my_addr.sin_addr.s_addr = INADDR_ANY; + my_addr.sin_port = htons(distributed_environment.get_tcp_port()); + + if (bind(socket_fd, (struct sockaddr *) &my_addr, sizeof(struct sockaddr_in)) < 0) + throw std::runtime_error(err_msg("binding socket failed.")); + + if (listen(socket_fd, listen_max_pending) < 0) + throw std::runtime_error(err_msg("setting listening state failed.")); + + signal(SIGPIPE, SIG_IGN); + + receiver_active=true; + joiner_thread = std::thread( & TCP_Receiver::joiner, this); + acceptor_thread = std::thread( & TCP_Receiver::acceptor, this); +} + +TCP_Receiver::~TCP_Receiver() +{ + stop(); + receiver_active=false; + + // a signal must be sent to the acceptor thread in order to wake up it + // from the accept() system call, but the solution is to deatch the thread + // and leave the program to end, then the thread is killed. + + close(socket_fd); + + joiner_thread.join(); + //acceptor_thread.detach(); + acceptor_thread.join(); // hoping the master sends the stopping commands + + drop_stopped(); + + /* + an object of this class can be destroyed and this destructor complete + its execution while one (or more) objects of the class ActiveThread + remain(s) active while reading an incoming message. + if this occurs, then the master process monitored by valgrind will reports + some reachable memory blocks. + */ +} + +void TCP_Receiver::stop() +{ + receiver_active=false; +} +void TCP_Receiver::acceptor() +{ + while (receiver_active) { + + struct sockaddr_in peer_addr; + socklen_t peer_addr_size = sizeof(struct sockaddr_in); + + int connected_socket_fd = accept(socket_fd, (struct sockaddr *) &peer_addr, &peer_addr_size); + + if (connected_socket_fd < 0) { + if (receiver_active) + throw std::runtime_error(err_msg("accepting a connection failed.")); + } else { + /* + if (verbose_level >= 1) + print_log_msg("connection accepted from " + inet_ntoa(peer_addr.sin_addr)); + */ + + ActiveThread * at = new ActiveThread(connected_socket_fd, input_queue, weights_ack_queue, generic_ack_queue, output_queue, this); + + { // critical region for pushing new items in the queue of active threads + std::unique_lock lck(mutex_active_threads); + + active_threads.push(at); + } + } + } + print_log_msg("acceptor thread stopped normally."); +} + +void TCP_Receiver::drop_stopped() +{ /* + this method is wholly executed inside a critical region that + takes exclusive access to the queue of active_threads + */ + // Critical region starts + std::unique_lock lck(mutex_active_threads); + + for (unsigned int i=0; i < active_threads.size(); i++) { + + // pops an active thread from queue + ActiveThread * at = active_threads.front(); active_threads.pop(); + + if (at->get_status() == STOPPED) { + // if the active thread is stopped then it is joined and destroyed + at->join(); + at->disable(); + delete at; + } else { + // otherwise it is pushed again into the queue + active_threads.push(at); + } + } + // Critical region ends +} +void TCP_Receiver::joiner() +{ + while (receiver_active) { + std::this_thread::sleep_for(std::chrono::seconds(1)); + drop_stopped(); + } + + print_log_msg("joiner thread stopped normally."); +} + + + +///////////////////////////////////////////////////////////////////////////// +///////////////////// METHODS OF CLASS ActiveThread //////////////////////// +///////////////////////////////////////////////////////////////////////////// +TCP_Receiver::ActiveThread::ActiveThread(int socket_fd, + eddl_queue & input_queue, + eddl_queue & weights_ack_queue, + eddl_queue & generic_ack_queue, + eddl_queue & output_queue, + TCP_Receiver * tcp_receiver) +: socket_fd(socket_fd), + input_queue(input_queue), + weights_ack_queue(weights_ack_queue), + generic_ack_queue(generic_ack_queue), + output_queue(output_queue), + tcp_receiver(tcp_receiver) +{ + status = INACTIVE; + thread = new std::thread( & ActiveThread::thread_receiver, this); +} +TCP_Receiver::ActiveThread::~ActiveThread() +{ + /* + here it is not necessary to join the thread because + it is assumed here the thread was joined from the + drop_stopped() method of the class TCP_Receiver + */ + delete thread; +} +void TCP_Receiver::ActiveThread::thread_receiver() +{ + this->status = RUNNING; + std::chrono::steady_clock::time_point begin = std::chrono::steady_clock::now(); + + eddl_message * message = receive_message(); + close(socket_fd); + + std::chrono::steady_clock::time_point end = std::chrono::steady_clock::now(); + int msec = std::chrono::duration_cast(end - begin).count(); + + if (nullptr != message) { + if (tcp_receiver->distributed_environment.get_verbose_level() >= 1) + print_log_msg("thread on socket " + std::to_string(socket_fd) + + " completed after receiving " + std::to_string(message->get_message_data_size()) + + " bytes in " + std::to_string(msec/1.0e6) + " seconds!" + + " message_type: " + get_message_type_name(message->get_type())); + + switch (message->get_type()) { + + case eddl_message_types::DATA_SAMPLES: + case eddl_message_types::DATA_GRADIENTS: + case eddl_message_types::DATA_WEIGHTS: + output_queue.push(message->create_acknowledgement()); + input_queue.push(message); + break; + + case eddl_message_types::COMMAND: + if (message->get_command() == eddl_command_types::SHUTDOWN) + this->tcp_receiver->receiver_active = false; + case eddl_message_types::PARAMETER: + input_queue.push(message); + break; + + case eddl_message_types::MSG_ACK_WEIGHTS: + weights_ack_queue.push(message); + break; + + case eddl_message_types::MSG_ACK_GRADIENTS: + case eddl_message_types::MSG_ACK_SAMPLES: + generic_ack_queue.push(message); + break; + + case eddl_message_types::PKG_ACK: + { + size_t * p = (size_t *)message->get_data(); + // in p[1] is the type of the acknowledged message + // see method acknowledgement(eddl_packet *) + // in file eddl_message.h + switch (p[1]) { + case eddl_message_types::DATA_WEIGHTS: + weights_ack_queue.push(message); + break; + default: + generic_ack_queue.push(message); + break; + } + } + break; + + default: + throw std::runtime_error(err_msg("non-expected message type")); + } + } else { + print_err_msg("thread on socket " + std::to_string(socket_fd) + + " received an erroneous message in " + + std::to_string(msec/1.0e6) + " seconds!"); + } + this->status = STOPPED; +} +eddl_message * TCP_Receiver::ActiveThread::receive_message() +{ + uint32_t type; + char msg_id[eddl_msg_id_len+1]; + size_t size_in_bytes; + size_t block_size = eddl_default_mtu; + uint32_t source_addr, target_addr; + unsigned char checksum[eddl_checksum_len]; + + ssize_t n, s; + size_t l; + + eddl_message * message = nullptr; + + try { + // receive message type + s = l = sizeof(type); + n = read(socket_fd, &type, l); + if (n != s) { print_err_msg("message type read failed."); return nullptr; } + + // receive message id + memset(msg_id, 0, eddl_msg_id_len+1); + s = l = eddl_msg_id_len; + n = read(socket_fd, msg_id, l); + if (n != s) { print_err_msg("message id read failed."); return nullptr; } + + // receive message sender s_addr + s = l = sizeof(source_addr); + n = read(socket_fd, &source_addr, l); + if (n != s) { print_err_msg("message sender s_addr read failed."); return nullptr; } + + // receive message target s_addr + s = l = sizeof(target_addr); + n = read(socket_fd, &target_addr, l); + if (n != s) { print_err_msg("message receiver s_addr read failed."); return nullptr; } + + // receive message checksum + memset(checksum, 0, eddl_checksum_len); // otherwise valgrind reports a warning + s = l = eddl_checksum_len; + n = read(socket_fd, checksum, l); + if (n != s) { print_err_msg("message checksum read failed."); return nullptr; } + + // receive message size_in_bytes + s = l = sizeof(size_in_bytes); + n = read(socket_fd, &size_in_bytes, l); + if (n != s) { print_err_msg("message size in bytes read failed."); return nullptr; } + + message = new eddl_message(type, + source_addr, + target_addr, + size_in_bytes, + eddl_packet_data_size, + nullptr); + + message->set_message_id(msg_id); + message->set_checksum(checksum); + + char * ptr = (char *)message->get_data(); + size_t bytes_received=0; + + /* + if (verbose_level >= 1) + print_log_msg("receiving a data message of " + std::to_string(size_in_bytes) + " bytes"); + */ + + while( bytes_received < size_in_bytes ) { + + l = size_in_bytes - bytes_received; + l = (l < block_size) ? l : block_size; + + n = read(socket_fd, ptr, l); + if (n < 0) + throw std::runtime_error(err_msg(std::string("read data block failed:") + + std::to_string(errno) + ":" + strerror(errno))); + + if (n == 0) break; + + bytes_received += n; + ptr += n; + } + } + catch(std::exception & e) { + print_err_msg("an exception ocurred: " + std::string(e.what())); + delete message; + return nullptr; + } + + if (message->is_checksum_valid()) { + return message; + } else { + delete message; + return nullptr; + } +} + +}; diff --git a/src/distributed/communications/tcp_sender.cpp b/src/distributed/communications/tcp_sender.cpp new file mode 100644 index 000000000..30b488594 --- /dev/null +++ b/src/distributed/communications/tcp_sender.cpp @@ -0,0 +1,298 @@ +/* + * EDDL Library - European Distributed Deep Learning Library. + * Version: x.y + * copyright (c) 2020, Universitat Politècnica de València (UPV), PRHLT Research Centre + * Date: July 2020 + * Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) + * All rights reserved + */ + +#include +#include +#include +#include +#include +#include +#include + +#include +#include + +#include + +namespace eddl { + + +TCP_Sender::TCP_Sender(eddl_queue & output_queue, + eddl_queue & ack_queue, + DistributedEnvironment & distributed_environment) : + output_queue(output_queue), + ack_queue(ack_queue), + distributed_environment(distributed_environment) +{ + change_status_to(NORMAL_OPERATION); + sender_active = true; + sender_thread = std::thread( & TCP_Sender::sender, this); +} + +void TCP_Sender::change_status_to(int new_status) +{ + this->sender_status = new_status; + this->timestamp_last_status_change = get_system_milliseconds(); +} + +TCP_Sender::~TCP_Sender() +{ + stop(); + sender_thread.join(); + + /* + see the code of eddl_queue, it wipes itself by deleting the pending messages, + so it is not necessary to delete the messages in any of the three queues: + output_queue + ack_queue + queue_of_pending_messages + */ + + for (auto &x : sent_messages) { + print_err_msg("deleting message with id " + + x.first + + " pending to be acknowledged."); + delete x.second; + } + sent_messages.clear(); +} +void TCP_Sender::stop() +{ + sender_active = false; + queue_of_pending_messages.clear(); + // the output queue must be cleared in the main thread of a worker or the master +} + +void TCP_Sender::sender() +{ + while (sender_active) { + eddl_message * message = nullptr; + + if (sender_status == NORMAL_OPERATION) { + // messages in the queue of pending messages have more priority + while (sender_active && nullptr == message && ! queue_of_pending_messages.empty()) { + // the pop() method blocks and waits until data is ready + message = queue_of_pending_messages.pop(); + if (get_system_milliseconds() - message->get_timestamp() > 50000 /* 50 seconds */) { + // too old messages are dropped + print_err_msg("dropping too old message " + message->get_message_id() + + " from the queue of pending messages!"); + delete message; + message = nullptr; + } + } + // only gets messages from the output queue if the queue of pending messages is empty + if (nullptr == message && ! output_queue.empty()) { + // the pop() method blocks and waits until data is ready + message = output_queue.pop(); + } + + if (nullptr != message) { + manage_to_send_message(message); + } else { + if (ack_queue.empty()) + std::this_thread::sleep_for(std::chrono::milliseconds(100)); + } + } else { + if (get_system_milliseconds()-this->timestamp_last_status_change > 1000) { + change_status_to(NORMAL_OPERATION); + } + } + while (! ack_queue.empty()) { + eddl_message * ack = ack_queue.pop(); + std::string msg_id = ack->get_acknowledged_message_id(); + if (sent_messages.count(msg_id) > 0) { + delete sent_messages.at(msg_id); + sent_messages.erase(msg_id); + /* + if (verbose_level >= 2) + print_log_msg("sent_messages[" + msg_id + "] ERASED" + + " |sent_messages| = " + std::to_string(sent_messages.size())); + */ + } + delete ack; + } + } + print_log_msg("sender thread stopped normally."); +} + +void TCP_Sender::manage_to_send_message(eddl_message * message) +{ + if (send_message(message)) { + /* + a sent message is maintained in sent_messages map in order to wait + for the corresponding acknowledgement, when the acknowledgement + of a message is received, then the message is removed + */ + std::string msg_id; + switch (message->get_type()) { + case eddl_message_types::DATA_SAMPLES: + case eddl_message_types::DATA_GRADIENTS: + case eddl_message_types::DATA_WEIGHTS: + msg_id = message->get_message_id(); + /* + if (verbose_level >= 2) + print_err_msg("sent_messages[" + msg_id + "] INSERTED" + + " |sent_messages| = " + std::to_string(sent_messages.size()+1)); + */ + if (sent_messages.count(msg_id) > 0) { + throw std::runtime_error(err_msg("recently sent message already existed in the map.")); + } + sent_messages[msg_id] = message; + break; + + default : + delete message; + break; + } + } else if (sender_active) { + queue_of_pending_messages.push(message); + } else { + delete message; + } +} +bool TCP_Sender::send_message(eddl_message * message) +{ + int socket_fd = socket(AF_INET, SOCK_STREAM, 0); + if (socket_fd < 0) + throw std::runtime_error(err_msg("socket cannot be created.")); + + struct sockaddr_in peer_addr; + + memset(&peer_addr, 0, sizeof(struct sockaddr_in)); + peer_addr.sin_family = AF_INET; + peer_addr.sin_addr.s_addr = message->get_target_addr(); + peer_addr.sin_port = htons(distributed_environment.get_tcp_port()); + + /* + if (verbose_level >= 1) + print_log_msg("trying to connect to " + inet_ntoa(peer_addr.sin_addr)); + */ + + if (connect(socket_fd, (const sockaddr *)&peer_addr, sizeof(peer_addr)) < 0) { + close(socket_fd); + print_err_msg("failed to connect."); + change_status_to(FAILED_TO_CONNECT); + return false; + } + + message->set_source_addr(distributed_environment.get_my_s_addr()); + // compulsory to compute again the message id every time source addr is updated + message->set_message_id(); + + uint32_t type = message->get_type(); + char msg_id[eddl_msg_id_len+1]; strncpy(msg_id, message->get_message_id().c_str(), eddl_msg_id_len); + uint32_t source_addr = distributed_environment.get_my_s_addr(); + uint32_t target_addr = message->get_target_addr(); + unsigned char * checksum = message->get_checksum_ptr(); + size_t size_in_bytes = message->get_message_data_size(); + + ssize_t n, s; + size_t l; + + try { + // send the message type + s = l = sizeof(type); + n = write(socket_fd, &type, l); + if (n != s) { + close(socket_fd); + print_err_msg("failed to send message type."); + change_status_to(FAILED_TO_WRITE); + return false; + } + + // send the message id + s = l = eddl_msg_id_len; + n = write(socket_fd, &msg_id, l); + if (n != s) { + close(socket_fd); + print_err_msg("failed to send message id."); + change_status_to(FAILED_TO_WRITE); + return false; + } + + // send the message sender s_addr + s = l = sizeof(source_addr); + n = write(socket_fd, &source_addr, l); + if (n != s) { + close(socket_fd); + print_err_msg("failed to send sender s_addr."); + change_status_to(FAILED_TO_WRITE); + return false; + } + + // send the message receiver s_addr + s = l = sizeof(target_addr); + n = write(socket_fd, &target_addr, l); + if (n != s) { + close(socket_fd); + print_err_msg("failed to send receiver s_addr."); + change_status_to(FAILED_TO_WRITE); + return false; + } + + // send the message checksum + s = l = eddl_checksum_len; + n = write(socket_fd, checksum, l); + if (n != s) { + close(socket_fd); + print_err_msg("failed to message checksum."); + change_status_to(FAILED_TO_WRITE); + return false; + } + + // send the message size in bytes + s = l = sizeof(size_in_bytes); + n = write(socket_fd, &size_in_bytes, l); + if (n != s) { + close(socket_fd); + print_err_msg("failed to message size."); + change_status_to(FAILED_TO_WRITE); + return false; + } + + // send the message data + size_t block_size = eddl_default_mtu; + size_t pending = size_in_bytes; + char * ptr = (char *)message->get_data(); + + while( pending > 0 ) { + + s = l = (pending < block_size) ? pending : block_size; + + n = write(socket_fd, ptr, l); + if (n < 0) { + std::string str = "n = " + std::to_string(n) + + " errno = " + std::to_string(errno) + + " " + strerror(errno) + + " ptr = " + pointer_to_string(ptr) + + " bytes received = " + std::to_string(ptr - (char *)message->get_data()); + print_err_msg("write failed " + str); + close(socket_fd); + change_status_to(FAILED_TO_WRITE); + return false; + } + + if (n < s) std::this_thread::sleep_for(std::chrono::milliseconds(10)); + + pending -= n; + ptr += n; + } + } + catch(std::exception & e) { + print_err_msg("exception ocurred: " + std::string(e.what())); + close(socket_fd); + change_status_to(FAILED_TO_WRITE); + return false; + } + close(socket_fd); + return true; +} + +}; diff --git a/src/serialization/onnx/onnx.pb.h b/src/serialization/onnx/onnx.pb.h index 5313a753d..f7300b2f2 100644 --- a/src/serialization/onnx/onnx.pb.h +++ b/src/serialization/onnx/onnx.pb.h @@ -8,12 +8,12 @@ #include #include -#if PROTOBUF_VERSION < 3011000 +#if PROTOBUF_VERSION < 3012000 #error This file was generated by a newer version of protoc which is #error incompatible with your Protocol Buffer headers. Please update #error your headers. #endif -#if 3011004 < PROTOBUF_MIN_PROTOC_VERSION +#if 3012004 < PROTOBUF_MIN_PROTOC_VERSION #error This file was generated by an older version of protoc which is #error incompatible with your Protocol Buffer headers. Please #error regenerate this file with a newer version of protoc. @@ -26,7 +26,7 @@ #include #include #include -#include +#include #include #include #include // IWYU pragma: export @@ -254,10 +254,10 @@ inline bool Version_Parse( } // =================================================================== -class AttributeProto : +class AttributeProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.AttributeProto) */ { public: - AttributeProto(); + inline AttributeProto() : AttributeProto(nullptr) {}; virtual ~AttributeProto(); AttributeProto(const AttributeProto& from); @@ -271,7 +271,7 @@ class AttributeProto : return *this; } inline AttributeProto& operator=(AttributeProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -280,10 +280,10 @@ class AttributeProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -310,6 +310,15 @@ class AttributeProto : } inline void Swap(AttributeProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(AttributeProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -344,13 +353,11 @@ class AttributeProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.AttributeProto"; } + protected: + explicit AttributeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -572,6 +579,15 @@ class AttributeProto : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_name(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_name( + std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -592,6 +608,15 @@ class AttributeProto : std::string* mutable_s(); std::string* release_s(); void set_allocated_s(std::string* s); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_s(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_s( + std::string* s); private: const std::string& _internal_s() const; void _internal_set_s(const std::string& value); @@ -612,6 +637,15 @@ class AttributeProto : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_doc_string(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_doc_string( + std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -632,6 +666,15 @@ class AttributeProto : std::string* mutable_ref_attr_name(); std::string* release_ref_attr_name(); void set_allocated_ref_attr_name(std::string* ref_attr_name); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_ref_attr_name(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_ref_attr_name( + std::string* ref_attr_name); private: const std::string& _internal_ref_attr_name() const; void _internal_set_ref_attr_name(const std::string& value); @@ -652,6 +695,9 @@ class AttributeProto : const ::onnx::TensorProto& _internal_t() const; ::onnx::TensorProto* _internal_mutable_t(); public: + void unsafe_arena_set_allocated_t( + ::onnx::TensorProto* t); + ::onnx::TensorProto* unsafe_arena_release_t(); // optional .onnx.GraphProto g = 6; bool has_g() const; @@ -667,6 +713,9 @@ class AttributeProto : const ::onnx::GraphProto& _internal_g() const; ::onnx::GraphProto* _internal_mutable_g(); public: + void unsafe_arena_set_allocated_g( + ::onnx::GraphProto* g); + ::onnx::GraphProto* unsafe_arena_release_g(); // optional .onnx.SparseTensorProto sparse_tensor = 22; bool has_sparse_tensor() const; @@ -682,6 +731,9 @@ class AttributeProto : const ::onnx::SparseTensorProto& _internal_sparse_tensor() const; ::onnx::SparseTensorProto* _internal_mutable_sparse_tensor(); public: + void unsafe_arena_set_allocated_sparse_tensor( + ::onnx::SparseTensorProto* sparse_tensor); + ::onnx::SparseTensorProto* unsafe_arena_release_sparse_tensor(); // optional int64 i = 3; bool has_i() const; @@ -726,7 +778,9 @@ class AttributeProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< float > floats_; @@ -749,10 +803,10 @@ class AttributeProto : }; // ------------------------------------------------------------------- -class ValueInfoProto : +class ValueInfoProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.ValueInfoProto) */ { public: - ValueInfoProto(); + inline ValueInfoProto() : ValueInfoProto(nullptr) {}; virtual ~ValueInfoProto(); ValueInfoProto(const ValueInfoProto& from); @@ -766,7 +820,7 @@ class ValueInfoProto : return *this; } inline ValueInfoProto& operator=(ValueInfoProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -775,10 +829,10 @@ class ValueInfoProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -805,6 +859,15 @@ class ValueInfoProto : } inline void Swap(ValueInfoProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(ValueInfoProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -839,13 +902,11 @@ class ValueInfoProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.ValueInfoProto"; } + protected: + explicit ValueInfoProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -880,6 +941,15 @@ class ValueInfoProto : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_name(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_name( + std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -900,6 +970,15 @@ class ValueInfoProto : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_doc_string(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_doc_string( + std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -920,12 +999,17 @@ class ValueInfoProto : const ::onnx::TypeProto& _internal_type() const; ::onnx::TypeProto* _internal_mutable_type(); public: + void unsafe_arena_set_allocated_type( + ::onnx::TypeProto* type); + ::onnx::TypeProto* unsafe_arena_release_type(); // @@protoc_insertion_point(class_scope:onnx.ValueInfoProto) private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr name_; @@ -935,10 +1019,10 @@ class ValueInfoProto : }; // ------------------------------------------------------------------- -class NodeProto : +class NodeProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.NodeProto) */ { public: - NodeProto(); + inline NodeProto() : NodeProto(nullptr) {}; virtual ~NodeProto(); NodeProto(const NodeProto& from); @@ -952,7 +1036,7 @@ class NodeProto : return *this; } inline NodeProto& operator=(NodeProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -961,10 +1045,10 @@ class NodeProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -991,6 +1075,15 @@ class NodeProto : } inline void Swap(NodeProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(NodeProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1025,13 +1118,11 @@ class NodeProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.NodeProto"; } + protected: + explicit NodeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1136,6 +1227,15 @@ class NodeProto : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_name(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_name( + std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -1156,6 +1256,15 @@ class NodeProto : std::string* mutable_op_type(); std::string* release_op_type(); void set_allocated_op_type(std::string* op_type); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_op_type(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_op_type( + std::string* op_type); private: const std::string& _internal_op_type() const; void _internal_set_op_type(const std::string& value); @@ -1176,6 +1285,15 @@ class NodeProto : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_doc_string(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_doc_string( + std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -1196,6 +1314,15 @@ class NodeProto : std::string* mutable_domain(); std::string* release_domain(); void set_allocated_domain(std::string* domain); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_domain(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_domain( + std::string* domain); private: const std::string& _internal_domain() const; void _internal_set_domain(const std::string& value); @@ -1206,7 +1333,9 @@ class NodeProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField input_; @@ -1220,10 +1349,10 @@ class NodeProto : }; // ------------------------------------------------------------------- -class ModelProto : +class ModelProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.ModelProto) */ { public: - ModelProto(); + inline ModelProto() : ModelProto(nullptr) {}; virtual ~ModelProto(); ModelProto(const ModelProto& from); @@ -1237,7 +1366,7 @@ class ModelProto : return *this; } inline ModelProto& operator=(ModelProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1246,10 +1375,10 @@ class ModelProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1276,6 +1405,15 @@ class ModelProto : } inline void Swap(ModelProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(ModelProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1310,13 +1448,11 @@ class ModelProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.ModelProto"; } + protected: + explicit ModelProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1393,6 +1529,15 @@ class ModelProto : std::string* mutable_producer_name(); std::string* release_producer_name(); void set_allocated_producer_name(std::string* producer_name); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_producer_name(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_producer_name( + std::string* producer_name); private: const std::string& _internal_producer_name() const; void _internal_set_producer_name(const std::string& value); @@ -1413,6 +1558,15 @@ class ModelProto : std::string* mutable_producer_version(); std::string* release_producer_version(); void set_allocated_producer_version(std::string* producer_version); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_producer_version(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_producer_version( + std::string* producer_version); private: const std::string& _internal_producer_version() const; void _internal_set_producer_version(const std::string& value); @@ -1433,6 +1587,15 @@ class ModelProto : std::string* mutable_domain(); std::string* release_domain(); void set_allocated_domain(std::string* domain); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_domain(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_domain( + std::string* domain); private: const std::string& _internal_domain() const; void _internal_set_domain(const std::string& value); @@ -1453,6 +1616,15 @@ class ModelProto : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_doc_string(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_doc_string( + std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -1473,6 +1645,9 @@ class ModelProto : const ::onnx::GraphProto& _internal_graph() const; ::onnx::GraphProto* _internal_mutable_graph(); public: + void unsafe_arena_set_allocated_graph( + ::onnx::GraphProto* graph); + ::onnx::GraphProto* unsafe_arena_release_graph(); // optional int64 ir_version = 1; bool has_ir_version() const; @@ -1504,7 +1679,9 @@ class ModelProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::OperatorSetIdProto > opset_import_; @@ -1520,10 +1697,10 @@ class ModelProto : }; // ------------------------------------------------------------------- -class StringStringEntryProto : +class StringStringEntryProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.StringStringEntryProto) */ { public: - StringStringEntryProto(); + inline StringStringEntryProto() : StringStringEntryProto(nullptr) {}; virtual ~StringStringEntryProto(); StringStringEntryProto(const StringStringEntryProto& from); @@ -1537,7 +1714,7 @@ class StringStringEntryProto : return *this; } inline StringStringEntryProto& operator=(StringStringEntryProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1546,10 +1723,10 @@ class StringStringEntryProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1576,6 +1753,15 @@ class StringStringEntryProto : } inline void Swap(StringStringEntryProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(StringStringEntryProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1610,13 +1796,11 @@ class StringStringEntryProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.StringStringEntryProto"; } + protected: + explicit StringStringEntryProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1650,6 +1834,15 @@ class StringStringEntryProto : std::string* mutable_key(); std::string* release_key(); void set_allocated_key(std::string* key); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_key(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_key( + std::string* key); private: const std::string& _internal_key() const; void _internal_set_key(const std::string& value); @@ -1670,6 +1863,15 @@ class StringStringEntryProto : std::string* mutable_value(); std::string* release_value(); void set_allocated_value(std::string* value); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_value(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_value( + std::string* value); private: const std::string& _internal_value() const; void _internal_set_value(const std::string& value); @@ -1680,7 +1882,9 @@ class StringStringEntryProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr key_; @@ -1689,10 +1893,10 @@ class StringStringEntryProto : }; // ------------------------------------------------------------------- -class TensorAnnotation : +class TensorAnnotation PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorAnnotation) */ { public: - TensorAnnotation(); + inline TensorAnnotation() : TensorAnnotation(nullptr) {}; virtual ~TensorAnnotation(); TensorAnnotation(const TensorAnnotation& from); @@ -1706,7 +1910,7 @@ class TensorAnnotation : return *this; } inline TensorAnnotation& operator=(TensorAnnotation&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1715,10 +1919,10 @@ class TensorAnnotation : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1745,6 +1949,15 @@ class TensorAnnotation : } inline void Swap(TensorAnnotation* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorAnnotation* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1779,13 +1992,11 @@ class TensorAnnotation : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorAnnotation"; } + protected: + explicit TensorAnnotation(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1837,6 +2048,15 @@ class TensorAnnotation : std::string* mutable_tensor_name(); std::string* release_tensor_name(); void set_allocated_tensor_name(std::string* tensor_name); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_tensor_name(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_tensor_name( + std::string* tensor_name); private: const std::string& _internal_tensor_name() const; void _internal_set_tensor_name(const std::string& value); @@ -1847,7 +2067,9 @@ class TensorAnnotation : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::StringStringEntryProto > quant_parameter_tensor_names_; @@ -1856,10 +2078,10 @@ class TensorAnnotation : }; // ------------------------------------------------------------------- -class GraphProto : +class GraphProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.GraphProto) */ { public: - GraphProto(); + inline GraphProto() : GraphProto(nullptr) {}; virtual ~GraphProto(); GraphProto(const GraphProto& from); @@ -1873,7 +2095,7 @@ class GraphProto : return *this; } inline GraphProto& operator=(GraphProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1882,10 +2104,10 @@ class GraphProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1912,6 +2134,15 @@ class GraphProto : } inline void Swap(GraphProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(GraphProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1946,13 +2177,11 @@ class GraphProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.GraphProto"; } + protected: + explicit GraphProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2119,6 +2348,15 @@ class GraphProto : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_name(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_name( + std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -2139,6 +2377,15 @@ class GraphProto : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_doc_string(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_doc_string( + std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -2149,7 +2396,9 @@ class GraphProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::NodeProto > node_; @@ -2165,10 +2414,10 @@ class GraphProto : }; // ------------------------------------------------------------------- -class TensorProto_Segment : +class TensorProto_Segment PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorProto.Segment) */ { public: - TensorProto_Segment(); + inline TensorProto_Segment() : TensorProto_Segment(nullptr) {}; virtual ~TensorProto_Segment(); TensorProto_Segment(const TensorProto_Segment& from); @@ -2182,7 +2431,7 @@ class TensorProto_Segment : return *this; } inline TensorProto_Segment& operator=(TensorProto_Segment&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2191,10 +2440,10 @@ class TensorProto_Segment : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2221,6 +2470,15 @@ class TensorProto_Segment : } inline void Swap(TensorProto_Segment* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorProto_Segment* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2255,13 +2513,11 @@ class TensorProto_Segment : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorProto.Segment"; } + protected: + explicit TensorProto_Segment(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2311,7 +2567,9 @@ class TensorProto_Segment : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::int64 begin_; @@ -2320,10 +2578,10 @@ class TensorProto_Segment : }; // ------------------------------------------------------------------- -class TensorProto : +class TensorProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorProto) */ { public: - TensorProto(); + inline TensorProto() : TensorProto(nullptr) {}; virtual ~TensorProto(); TensorProto(const TensorProto& from); @@ -2337,7 +2595,7 @@ class TensorProto : return *this; } inline TensorProto& operator=(TensorProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2346,10 +2604,10 @@ class TensorProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2376,6 +2634,15 @@ class TensorProto : } inline void Swap(TensorProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2410,13 +2677,11 @@ class TensorProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorProto"; } + protected: + explicit TensorProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2728,6 +2993,15 @@ class TensorProto : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_name(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_name( + std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -2748,6 +3022,15 @@ class TensorProto : std::string* mutable_raw_data(); std::string* release_raw_data(); void set_allocated_raw_data(std::string* raw_data); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_raw_data(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_raw_data( + std::string* raw_data); private: const std::string& _internal_raw_data() const; void _internal_set_raw_data(const std::string& value); @@ -2768,6 +3051,15 @@ class TensorProto : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_doc_string(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_doc_string( + std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -2788,6 +3080,9 @@ class TensorProto : const ::onnx::TensorProto_Segment& _internal_segment() const; ::onnx::TensorProto_Segment* _internal_mutable_segment(); public: + void unsafe_arena_set_allocated_segment( + ::onnx::TensorProto_Segment* segment); + ::onnx::TensorProto_Segment* unsafe_arena_release_segment(); // optional int32 data_type = 2; bool has_data_type() const; @@ -2819,7 +3114,9 @@ class TensorProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< ::PROTOBUF_NAMESPACE_ID::int64 > dims_; @@ -2845,10 +3142,10 @@ class TensorProto : }; // ------------------------------------------------------------------- -class SparseTensorProto : +class SparseTensorProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.SparseTensorProto) */ { public: - SparseTensorProto(); + inline SparseTensorProto() : SparseTensorProto(nullptr) {}; virtual ~SparseTensorProto(); SparseTensorProto(const SparseTensorProto& from); @@ -2862,7 +3159,7 @@ class SparseTensorProto : return *this; } inline SparseTensorProto& operator=(SparseTensorProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2871,10 +3168,10 @@ class SparseTensorProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2901,6 +3198,15 @@ class SparseTensorProto : } inline void Swap(SparseTensorProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(SparseTensorProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2935,13 +3241,11 @@ class SparseTensorProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.SparseTensorProto"; } + protected: + explicit SparseTensorProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2998,6 +3302,9 @@ class SparseTensorProto : const ::onnx::TensorProto& _internal_values() const; ::onnx::TensorProto* _internal_mutable_values(); public: + void unsafe_arena_set_allocated_values( + ::onnx::TensorProto* values); + ::onnx::TensorProto* unsafe_arena_release_values(); // optional .onnx.TensorProto indices = 2; bool has_indices() const; @@ -3013,12 +3320,17 @@ class SparseTensorProto : const ::onnx::TensorProto& _internal_indices() const; ::onnx::TensorProto* _internal_mutable_indices(); public: + void unsafe_arena_set_allocated_indices( + ::onnx::TensorProto* indices); + ::onnx::TensorProto* unsafe_arena_release_indices(); // @@protoc_insertion_point(class_scope:onnx.SparseTensorProto) private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< ::PROTOBUF_NAMESPACE_ID::int64 > dims_; @@ -3028,10 +3340,10 @@ class SparseTensorProto : }; // ------------------------------------------------------------------- -class TensorShapeProto_Dimension : +class TensorShapeProto_Dimension PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorShapeProto.Dimension) */ { public: - TensorShapeProto_Dimension(); + inline TensorShapeProto_Dimension() : TensorShapeProto_Dimension(nullptr) {}; virtual ~TensorShapeProto_Dimension(); TensorShapeProto_Dimension(const TensorShapeProto_Dimension& from); @@ -3045,7 +3357,7 @@ class TensorShapeProto_Dimension : return *this; } inline TensorShapeProto_Dimension& operator=(TensorShapeProto_Dimension&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3054,10 +3366,10 @@ class TensorShapeProto_Dimension : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3090,6 +3402,15 @@ class TensorShapeProto_Dimension : } inline void Swap(TensorShapeProto_Dimension* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorShapeProto_Dimension* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3124,13 +3445,11 @@ class TensorShapeProto_Dimension : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorShapeProto.Dimension"; } + protected: + explicit TensorShapeProto_Dimension(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3165,13 +3484,22 @@ class TensorShapeProto_Dimension : std::string* mutable_denotation(); std::string* release_denotation(); void set_allocated_denotation(std::string* denotation); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_denotation(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_denotation( + std::string* denotation); private: const std::string& _internal_denotation() const; void _internal_set_denotation(const std::string& value); std::string* _internal_mutable_denotation(); public: - // optional int64 dim_value = 1; + // int64 dim_value = 1; bool has_dim_value() const; private: bool _internal_has_dim_value() const; @@ -3184,7 +3512,7 @@ class TensorShapeProto_Dimension : void _internal_set_dim_value(::PROTOBUF_NAMESPACE_ID::int64 value); public: - // optional string dim_param = 2; + // string dim_param = 2; bool has_dim_param() const; private: bool _internal_has_dim_param() const; @@ -3198,6 +3526,15 @@ class TensorShapeProto_Dimension : std::string* mutable_dim_param(); std::string* release_dim_param(); void set_allocated_dim_param(std::string* dim_param); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_dim_param(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_dim_param( + std::string* dim_param); private: const std::string& _internal_dim_param() const; void _internal_set_dim_param(const std::string& value); @@ -3215,7 +3552,9 @@ class TensorShapeProto_Dimension : inline bool has_value() const; inline void clear_has_value(); - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr denotation_; @@ -3230,10 +3569,10 @@ class TensorShapeProto_Dimension : }; // ------------------------------------------------------------------- -class TensorShapeProto : +class TensorShapeProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorShapeProto) */ { public: - TensorShapeProto(); + inline TensorShapeProto() : TensorShapeProto(nullptr) {}; virtual ~TensorShapeProto(); TensorShapeProto(const TensorShapeProto& from); @@ -3247,7 +3586,7 @@ class TensorShapeProto : return *this; } inline TensorShapeProto& operator=(TensorShapeProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3256,10 +3595,10 @@ class TensorShapeProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3286,6 +3625,15 @@ class TensorShapeProto : } inline void Swap(TensorShapeProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorShapeProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3320,13 +3668,11 @@ class TensorShapeProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorShapeProto"; } + protected: + explicit TensorShapeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3369,18 +3715,19 @@ class TensorShapeProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; - ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; - mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::TensorShapeProto_Dimension > dim_; + mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; friend struct ::TableStruct_onnx_2eproto; }; // ------------------------------------------------------------------- -class TypeProto_Tensor : +class TypeProto_Tensor PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Tensor) */ { public: - TypeProto_Tensor(); + inline TypeProto_Tensor() : TypeProto_Tensor(nullptr) {}; virtual ~TypeProto_Tensor(); TypeProto_Tensor(const TypeProto_Tensor& from); @@ -3394,7 +3741,7 @@ class TypeProto_Tensor : return *this; } inline TypeProto_Tensor& operator=(TypeProto_Tensor&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3403,10 +3750,10 @@ class TypeProto_Tensor : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3433,6 +3780,15 @@ class TypeProto_Tensor : } inline void Swap(TypeProto_Tensor* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TypeProto_Tensor* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3467,13 +3823,11 @@ class TypeProto_Tensor : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Tensor"; } + protected: + explicit TypeProto_Tensor(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3507,6 +3861,9 @@ class TypeProto_Tensor : const ::onnx::TensorShapeProto& _internal_shape() const; ::onnx::TensorShapeProto* _internal_mutable_shape(); public: + void unsafe_arena_set_allocated_shape( + ::onnx::TensorShapeProto* shape); + ::onnx::TensorShapeProto* unsafe_arena_release_shape(); // optional int32 elem_type = 1; bool has_elem_type() const; @@ -3525,7 +3882,9 @@ class TypeProto_Tensor : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TensorShapeProto* shape_; @@ -3534,10 +3893,10 @@ class TypeProto_Tensor : }; // ------------------------------------------------------------------- -class TypeProto_Sequence : +class TypeProto_Sequence PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Sequence) */ { public: - TypeProto_Sequence(); + inline TypeProto_Sequence() : TypeProto_Sequence(nullptr) {}; virtual ~TypeProto_Sequence(); TypeProto_Sequence(const TypeProto_Sequence& from); @@ -3551,7 +3910,7 @@ class TypeProto_Sequence : return *this; } inline TypeProto_Sequence& operator=(TypeProto_Sequence&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3560,10 +3919,10 @@ class TypeProto_Sequence : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3590,6 +3949,15 @@ class TypeProto_Sequence : } inline void Swap(TypeProto_Sequence* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TypeProto_Sequence* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3624,13 +3992,11 @@ class TypeProto_Sequence : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Sequence"; } + protected: + explicit TypeProto_Sequence(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3663,12 +4029,17 @@ class TypeProto_Sequence : const ::onnx::TypeProto& _internal_elem_type() const; ::onnx::TypeProto* _internal_mutable_elem_type(); public: + void unsafe_arena_set_allocated_elem_type( + ::onnx::TypeProto* elem_type); + ::onnx::TypeProto* unsafe_arena_release_elem_type(); // @@protoc_insertion_point(class_scope:onnx.TypeProto.Sequence) private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TypeProto* elem_type_; @@ -3676,10 +4047,10 @@ class TypeProto_Sequence : }; // ------------------------------------------------------------------- -class TypeProto_Map : +class TypeProto_Map PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Map) */ { public: - TypeProto_Map(); + inline TypeProto_Map() : TypeProto_Map(nullptr) {}; virtual ~TypeProto_Map(); TypeProto_Map(const TypeProto_Map& from); @@ -3693,7 +4064,7 @@ class TypeProto_Map : return *this; } inline TypeProto_Map& operator=(TypeProto_Map&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3702,10 +4073,10 @@ class TypeProto_Map : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3732,6 +4103,15 @@ class TypeProto_Map : } inline void Swap(TypeProto_Map* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TypeProto_Map* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3766,13 +4146,11 @@ class TypeProto_Map : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Map"; } + protected: + explicit TypeProto_Map(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3806,6 +4184,9 @@ class TypeProto_Map : const ::onnx::TypeProto& _internal_value_type() const; ::onnx::TypeProto* _internal_mutable_value_type(); public: + void unsafe_arena_set_allocated_value_type( + ::onnx::TypeProto* value_type); + ::onnx::TypeProto* unsafe_arena_release_value_type(); // optional int32 key_type = 1; bool has_key_type() const; @@ -3824,7 +4205,9 @@ class TypeProto_Map : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TypeProto* value_type_; @@ -3833,10 +4216,10 @@ class TypeProto_Map : }; // ------------------------------------------------------------------- -class TypeProto : +class TypeProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto) */ { public: - TypeProto(); + inline TypeProto() : TypeProto(nullptr) {}; virtual ~TypeProto(); TypeProto(const TypeProto& from); @@ -3850,7 +4233,7 @@ class TypeProto : return *this; } inline TypeProto& operator=(TypeProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3859,10 +4242,10 @@ class TypeProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3896,6 +4279,15 @@ class TypeProto : } inline void Swap(TypeProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TypeProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3930,13 +4322,11 @@ class TypeProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto"; } + protected: + explicit TypeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3976,13 +4366,22 @@ class TypeProto : std::string* mutable_denotation(); std::string* release_denotation(); void set_allocated_denotation(std::string* denotation); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_denotation(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_denotation( + std::string* denotation); private: const std::string& _internal_denotation() const; void _internal_set_denotation(const std::string& value); std::string* _internal_mutable_denotation(); public: - // optional .onnx.TypeProto.Tensor tensor_type = 1; + // .onnx.TypeProto.Tensor tensor_type = 1; bool has_tensor_type() const; private: bool _internal_has_tensor_type() const; @@ -3996,8 +4395,11 @@ class TypeProto : const ::onnx::TypeProto_Tensor& _internal_tensor_type() const; ::onnx::TypeProto_Tensor* _internal_mutable_tensor_type(); public: + void unsafe_arena_set_allocated_tensor_type( + ::onnx::TypeProto_Tensor* tensor_type); + ::onnx::TypeProto_Tensor* unsafe_arena_release_tensor_type(); - // optional .onnx.TypeProto.Sequence sequence_type = 4; + // .onnx.TypeProto.Sequence sequence_type = 4; bool has_sequence_type() const; private: bool _internal_has_sequence_type() const; @@ -4011,8 +4413,11 @@ class TypeProto : const ::onnx::TypeProto_Sequence& _internal_sequence_type() const; ::onnx::TypeProto_Sequence* _internal_mutable_sequence_type(); public: + void unsafe_arena_set_allocated_sequence_type( + ::onnx::TypeProto_Sequence* sequence_type); + ::onnx::TypeProto_Sequence* unsafe_arena_release_sequence_type(); - // optional .onnx.TypeProto.Map map_type = 5; + // .onnx.TypeProto.Map map_type = 5; bool has_map_type() const; private: bool _internal_has_map_type() const; @@ -4026,6 +4431,9 @@ class TypeProto : const ::onnx::TypeProto_Map& _internal_map_type() const; ::onnx::TypeProto_Map* _internal_mutable_map_type(); public: + void unsafe_arena_set_allocated_map_type( + ::onnx::TypeProto_Map* map_type); + ::onnx::TypeProto_Map* unsafe_arena_release_map_type(); void clear_value(); ValueCase value_case() const; @@ -4039,7 +4447,9 @@ class TypeProto : inline bool has_value() const; inline void clear_has_value(); - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr denotation_; @@ -4055,10 +4465,10 @@ class TypeProto : }; // ------------------------------------------------------------------- -class OperatorSetIdProto : +class OperatorSetIdProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.OperatorSetIdProto) */ { public: - OperatorSetIdProto(); + inline OperatorSetIdProto() : OperatorSetIdProto(nullptr) {}; virtual ~OperatorSetIdProto(); OperatorSetIdProto(const OperatorSetIdProto& from); @@ -4072,7 +4482,7 @@ class OperatorSetIdProto : return *this; } inline OperatorSetIdProto& operator=(OperatorSetIdProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -4081,10 +4491,10 @@ class OperatorSetIdProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -4111,6 +4521,15 @@ class OperatorSetIdProto : } inline void Swap(OperatorSetIdProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(OperatorSetIdProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -4145,13 +4564,11 @@ class OperatorSetIdProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.OperatorSetIdProto"; } + protected: + explicit OperatorSetIdProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -4185,6 +4602,15 @@ class OperatorSetIdProto : std::string* mutable_domain(); std::string* release_domain(); void set_allocated_domain(std::string* domain); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + std::string* unsafe_arena_release_domain(); + GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" + " string fields are deprecated and will be removed in a" + " future release.") + void unsafe_arena_set_allocated_domain( + std::string* domain); private: const std::string& _internal_domain() const; void _internal_set_domain(const std::string& value); @@ -4208,7 +4634,9 @@ class OperatorSetIdProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr domain_; @@ -4235,7 +4663,7 @@ inline bool AttributeProto::has_name() const { return _internal_has_name(); } inline void AttributeProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& AttributeProto::name() const { @@ -4251,33 +4679,35 @@ inline std::string* AttributeProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& AttributeProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void AttributeProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void AttributeProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.name) } inline void AttributeProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.name) } -inline void AttributeProto::set_name(const char* value, size_t size) { +inline void AttributeProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.name) } inline std::string* AttributeProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* AttributeProto::release_name() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.name) @@ -4285,7 +4715,7 @@ inline std::string* AttributeProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void AttributeProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -4293,9 +4723,29 @@ inline void AttributeProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.name) } +inline std::string* AttributeProto::unsafe_arena_release_name() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.AttributeProto.name) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void AttributeProto::unsafe_arena_set_allocated_name( + std::string* name) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (name != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + name, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.name) +} // optional string ref_attr_name = 21; inline bool AttributeProto::_internal_has_ref_attr_name() const { @@ -4306,7 +4756,7 @@ inline bool AttributeProto::has_ref_attr_name() const { return _internal_has_ref_attr_name(); } inline void AttributeProto::clear_ref_attr_name() { - ref_attr_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + ref_attr_name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& AttributeProto::ref_attr_name() const { @@ -4322,33 +4772,35 @@ inline std::string* AttributeProto::mutable_ref_attr_name() { return _internal_mutable_ref_attr_name(); } inline const std::string& AttributeProto::_internal_ref_attr_name() const { - return ref_attr_name_.GetNoArena(); + return ref_attr_name_.Get(); } inline void AttributeProto::_internal_set_ref_attr_name(const std::string& value) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + ref_attr_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void AttributeProto::set_ref_attr_name(std::string&& value) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + ref_attr_name_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.ref_attr_name) } inline void AttributeProto::set_ref_attr_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + ref_attr_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.ref_attr_name) } -inline void AttributeProto::set_ref_attr_name(const char* value, size_t size) { +inline void AttributeProto::set_ref_attr_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + ref_attr_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.ref_attr_name) } inline std::string* AttributeProto::_internal_mutable_ref_attr_name() { _has_bits_[0] |= 0x00000008u; - return ref_attr_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return ref_attr_name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* AttributeProto::release_ref_attr_name() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.ref_attr_name) @@ -4356,7 +4808,7 @@ inline std::string* AttributeProto::release_ref_attr_name() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return ref_attr_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return ref_attr_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void AttributeProto::set_allocated_ref_attr_name(std::string* ref_attr_name) { if (ref_attr_name != nullptr) { @@ -4364,9 +4816,29 @@ inline void AttributeProto::set_allocated_ref_attr_name(std::string* ref_attr_na } else { _has_bits_[0] &= ~0x00000008u; } - ref_attr_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ref_attr_name); + ref_attr_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ref_attr_name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.ref_attr_name) } +inline std::string* AttributeProto::unsafe_arena_release_ref_attr_name() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.AttributeProto.ref_attr_name) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000008u; + return ref_attr_name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void AttributeProto::unsafe_arena_set_allocated_ref_attr_name( + std::string* ref_attr_name) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (ref_attr_name != nullptr) { + _has_bits_[0] |= 0x00000008u; + } else { + _has_bits_[0] &= ~0x00000008u; + } + ref_attr_name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ref_attr_name, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.ref_attr_name) +} // optional string doc_string = 13; inline bool AttributeProto::_internal_has_doc_string() const { @@ -4377,7 +4849,7 @@ inline bool AttributeProto::has_doc_string() const { return _internal_has_doc_string(); } inline void AttributeProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& AttributeProto::doc_string() const { @@ -4393,33 +4865,35 @@ inline std::string* AttributeProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& AttributeProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void AttributeProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void AttributeProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.doc_string) } inline void AttributeProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.doc_string) } -inline void AttributeProto::set_doc_string(const char* value, size_t size) { +inline void AttributeProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.doc_string) } inline std::string* AttributeProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* AttributeProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.doc_string) @@ -4427,7 +4901,7 @@ inline std::string* AttributeProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void AttributeProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -4435,9 +4909,29 @@ inline void AttributeProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.doc_string) } +inline std::string* AttributeProto::unsafe_arena_release_doc_string() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.AttributeProto.doc_string) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000004u; + return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void AttributeProto::unsafe_arena_set_allocated_doc_string( + std::string* doc_string) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (doc_string != nullptr) { + _has_bits_[0] |= 0x00000004u; + } else { + _has_bits_[0] &= ~0x00000004u; + } + doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + doc_string, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.doc_string) +} // optional .onnx.AttributeProto.AttributeType type = 20; inline bool AttributeProto::_internal_has_type() const { @@ -4533,7 +5027,7 @@ inline bool AttributeProto::has_s() const { return _internal_has_s(); } inline void AttributeProto::clear_s() { - s_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + s_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& AttributeProto::s() const { @@ -4549,33 +5043,35 @@ inline std::string* AttributeProto::mutable_s() { return _internal_mutable_s(); } inline const std::string& AttributeProto::_internal_s() const { - return s_.GetNoArena(); + return s_.Get(); } inline void AttributeProto::_internal_set_s(const std::string& value) { _has_bits_[0] |= 0x00000002u; - s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + s_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void AttributeProto::set_s(std::string&& value) { _has_bits_[0] |= 0x00000002u; - s_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + s_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.s) } inline void AttributeProto::set_s(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + s_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.s) } -inline void AttributeProto::set_s(const void* value, size_t size) { +inline void AttributeProto::set_s(const void* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + s_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.s) } inline std::string* AttributeProto::_internal_mutable_s() { _has_bits_[0] |= 0x00000002u; - return s_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return s_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* AttributeProto::release_s() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.s) @@ -4583,7 +5079,7 @@ inline std::string* AttributeProto::release_s() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return s_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return s_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void AttributeProto::set_allocated_s(std::string* s) { if (s != nullptr) { @@ -4591,9 +5087,29 @@ inline void AttributeProto::set_allocated_s(std::string* s) { } else { _has_bits_[0] &= ~0x00000002u; } - s_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), s); + s_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), s, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.s) } +inline std::string* AttributeProto::unsafe_arena_release_s() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.AttributeProto.s) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000002u; + return s_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void AttributeProto::unsafe_arena_set_allocated_s( + std::string* s) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (s != nullptr) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + s_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + s, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.s) +} // optional .onnx.TensorProto t = 5; inline bool AttributeProto::_internal_has_t() const { @@ -4617,7 +5133,27 @@ inline const ::onnx::TensorProto& AttributeProto::t() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.t) return _internal_t(); } +inline void AttributeProto::unsafe_arena_set_allocated_t( + ::onnx::TensorProto* t) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(t_); + } + t_ = t; + if (t) { + _has_bits_[0] |= 0x00000010u; + } else { + _has_bits_[0] &= ~0x00000010u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.t) +} inline ::onnx::TensorProto* AttributeProto::release_t() { + auto temp = unsafe_arena_release_t(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorProto* AttributeProto::unsafe_arena_release_t() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.t) _has_bits_[0] &= ~0x00000010u; ::onnx::TensorProto* temp = t_; @@ -4627,7 +5163,7 @@ inline ::onnx::TensorProto* AttributeProto::release_t() { inline ::onnx::TensorProto* AttributeProto::_internal_mutable_t() { _has_bits_[0] |= 0x00000010u; if (t_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); t_ = p; } return t_; @@ -4637,12 +5173,13 @@ inline ::onnx::TensorProto* AttributeProto::mutable_t() { return _internal_mutable_t(); } inline void AttributeProto::set_allocated_t(::onnx::TensorProto* t) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete t_; } if (t) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(t); if (message_arena != submessage_arena) { t = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, t, submessage_arena); @@ -4677,7 +5214,27 @@ inline const ::onnx::GraphProto& AttributeProto::g() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.g) return _internal_g(); } +inline void AttributeProto::unsafe_arena_set_allocated_g( + ::onnx::GraphProto* g) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(g_); + } + g_ = g; + if (g) { + _has_bits_[0] |= 0x00000020u; + } else { + _has_bits_[0] &= ~0x00000020u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.g) +} inline ::onnx::GraphProto* AttributeProto::release_g() { + auto temp = unsafe_arena_release_g(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::GraphProto* AttributeProto::unsafe_arena_release_g() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.g) _has_bits_[0] &= ~0x00000020u; ::onnx::GraphProto* temp = g_; @@ -4687,7 +5244,7 @@ inline ::onnx::GraphProto* AttributeProto::release_g() { inline ::onnx::GraphProto* AttributeProto::_internal_mutable_g() { _has_bits_[0] |= 0x00000020u; if (g_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArena()); g_ = p; } return g_; @@ -4697,12 +5254,13 @@ inline ::onnx::GraphProto* AttributeProto::mutable_g() { return _internal_mutable_g(); } inline void AttributeProto::set_allocated_g(::onnx::GraphProto* g) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete g_; } if (g) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(g); if (message_arena != submessage_arena) { g = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, g, submessage_arena); @@ -4737,7 +5295,27 @@ inline const ::onnx::SparseTensorProto& AttributeProto::sparse_tensor() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.sparse_tensor) return _internal_sparse_tensor(); } +inline void AttributeProto::unsafe_arena_set_allocated_sparse_tensor( + ::onnx::SparseTensorProto* sparse_tensor) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(sparse_tensor_); + } + sparse_tensor_ = sparse_tensor; + if (sparse_tensor) { + _has_bits_[0] |= 0x00000040u; + } else { + _has_bits_[0] &= ~0x00000040u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.sparse_tensor) +} inline ::onnx::SparseTensorProto* AttributeProto::release_sparse_tensor() { + auto temp = unsafe_arena_release_sparse_tensor(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::SparseTensorProto* AttributeProto::unsafe_arena_release_sparse_tensor() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.sparse_tensor) _has_bits_[0] &= ~0x00000040u; ::onnx::SparseTensorProto* temp = sparse_tensor_; @@ -4747,7 +5325,7 @@ inline ::onnx::SparseTensorProto* AttributeProto::release_sparse_tensor() { inline ::onnx::SparseTensorProto* AttributeProto::_internal_mutable_sparse_tensor() { _has_bits_[0] |= 0x00000040u; if (sparse_tensor_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::SparseTensorProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::SparseTensorProto>(GetArena()); sparse_tensor_ = p; } return sparse_tensor_; @@ -4757,12 +5335,13 @@ inline ::onnx::SparseTensorProto* AttributeProto::mutable_sparse_tensor() { return _internal_mutable_sparse_tensor(); } inline void AttributeProto::set_allocated_sparse_tensor(::onnx::SparseTensorProto* sparse_tensor) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete sparse_tensor_; } if (sparse_tensor) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(sparse_tensor); if (message_arena != submessage_arena) { sparse_tensor = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, sparse_tensor, submessage_arena); @@ -5073,7 +5652,7 @@ inline bool ValueInfoProto::has_name() const { return _internal_has_name(); } inline void ValueInfoProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& ValueInfoProto::name() const { @@ -5089,33 +5668,35 @@ inline std::string* ValueInfoProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& ValueInfoProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void ValueInfoProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void ValueInfoProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ValueInfoProto.name) } inline void ValueInfoProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ValueInfoProto.name) } -inline void ValueInfoProto::set_name(const char* value, size_t size) { +inline void ValueInfoProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ValueInfoProto.name) } inline std::string* ValueInfoProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* ValueInfoProto::release_name() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.name) @@ -5123,7 +5704,7 @@ inline std::string* ValueInfoProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ValueInfoProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -5131,9 +5712,29 @@ inline void ValueInfoProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ValueInfoProto.name) } +inline std::string* ValueInfoProto::unsafe_arena_release_name() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ValueInfoProto.name) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void ValueInfoProto::unsafe_arena_set_allocated_name( + std::string* name) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (name != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + name, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ValueInfoProto.name) +} // optional .onnx.TypeProto type = 2; inline bool ValueInfoProto::_internal_has_type() const { @@ -5157,7 +5758,27 @@ inline const ::onnx::TypeProto& ValueInfoProto::type() const { // @@protoc_insertion_point(field_get:onnx.ValueInfoProto.type) return _internal_type(); } +inline void ValueInfoProto::unsafe_arena_set_allocated_type( + ::onnx::TypeProto* type) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(type_); + } + type_ = type; + if (type) { + _has_bits_[0] |= 0x00000004u; + } else { + _has_bits_[0] &= ~0x00000004u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ValueInfoProto.type) +} inline ::onnx::TypeProto* ValueInfoProto::release_type() { + auto temp = unsafe_arena_release_type(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TypeProto* ValueInfoProto::unsafe_arena_release_type() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.type) _has_bits_[0] &= ~0x00000004u; ::onnx::TypeProto* temp = type_; @@ -5167,7 +5788,7 @@ inline ::onnx::TypeProto* ValueInfoProto::release_type() { inline ::onnx::TypeProto* ValueInfoProto::_internal_mutable_type() { _has_bits_[0] |= 0x00000004u; if (type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); type_ = p; } return type_; @@ -5177,12 +5798,13 @@ inline ::onnx::TypeProto* ValueInfoProto::mutable_type() { return _internal_mutable_type(); } inline void ValueInfoProto::set_allocated_type(::onnx::TypeProto* type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete type_; } if (type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(type); if (message_arena != submessage_arena) { type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, type, submessage_arena); @@ -5204,7 +5826,7 @@ inline bool ValueInfoProto::has_doc_string() const { return _internal_has_doc_string(); } inline void ValueInfoProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& ValueInfoProto::doc_string() const { @@ -5220,33 +5842,35 @@ inline std::string* ValueInfoProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& ValueInfoProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void ValueInfoProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void ValueInfoProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ValueInfoProto.doc_string) } inline void ValueInfoProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ValueInfoProto.doc_string) } -inline void ValueInfoProto::set_doc_string(const char* value, size_t size) { +inline void ValueInfoProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ValueInfoProto.doc_string) } inline std::string* ValueInfoProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000002u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* ValueInfoProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.doc_string) @@ -5254,7 +5878,7 @@ inline std::string* ValueInfoProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ValueInfoProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -5262,9 +5886,29 @@ inline void ValueInfoProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000002u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ValueInfoProto.doc_string) } +inline std::string* ValueInfoProto::unsafe_arena_release_doc_string() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ValueInfoProto.doc_string) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000002u; + return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void ValueInfoProto::unsafe_arena_set_allocated_doc_string( + std::string* doc_string) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (doc_string != nullptr) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + doc_string, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ValueInfoProto.doc_string) +} // ------------------------------------------------------------------- @@ -5427,7 +6071,7 @@ inline bool NodeProto::has_name() const { return _internal_has_name(); } inline void NodeProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& NodeProto::name() const { @@ -5443,33 +6087,35 @@ inline std::string* NodeProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& NodeProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void NodeProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void NodeProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.name) } inline void NodeProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.name) } -inline void NodeProto::set_name(const char* value, size_t size) { +inline void NodeProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.name) } inline std::string* NodeProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* NodeProto::release_name() { // @@protoc_insertion_point(field_release:onnx.NodeProto.name) @@ -5477,7 +6123,7 @@ inline std::string* NodeProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void NodeProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -5485,9 +6131,29 @@ inline void NodeProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.name) } +inline std::string* NodeProto::unsafe_arena_release_name() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.NodeProto.name) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void NodeProto::unsafe_arena_set_allocated_name( + std::string* name) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (name != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + name, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.NodeProto.name) +} // optional string op_type = 4; inline bool NodeProto::_internal_has_op_type() const { @@ -5498,7 +6164,7 @@ inline bool NodeProto::has_op_type() const { return _internal_has_op_type(); } inline void NodeProto::clear_op_type() { - op_type_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + op_type_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& NodeProto::op_type() const { @@ -5514,33 +6180,35 @@ inline std::string* NodeProto::mutable_op_type() { return _internal_mutable_op_type(); } inline const std::string& NodeProto::_internal_op_type() const { - return op_type_.GetNoArena(); + return op_type_.Get(); } inline void NodeProto::_internal_set_op_type(const std::string& value) { _has_bits_[0] |= 0x00000002u; - op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + op_type_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void NodeProto::set_op_type(std::string&& value) { _has_bits_[0] |= 0x00000002u; - op_type_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + op_type_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.op_type) } inline void NodeProto::set_op_type(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + op_type_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.op_type) } -inline void NodeProto::set_op_type(const char* value, size_t size) { +inline void NodeProto::set_op_type(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + op_type_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.op_type) } inline std::string* NodeProto::_internal_mutable_op_type() { _has_bits_[0] |= 0x00000002u; - return op_type_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return op_type_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* NodeProto::release_op_type() { // @@protoc_insertion_point(field_release:onnx.NodeProto.op_type) @@ -5548,7 +6216,7 @@ inline std::string* NodeProto::release_op_type() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return op_type_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return op_type_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void NodeProto::set_allocated_op_type(std::string* op_type) { if (op_type != nullptr) { @@ -5556,9 +6224,29 @@ inline void NodeProto::set_allocated_op_type(std::string* op_type) { } else { _has_bits_[0] &= ~0x00000002u; } - op_type_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), op_type); + op_type_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), op_type, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.op_type) } +inline std::string* NodeProto::unsafe_arena_release_op_type() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.NodeProto.op_type) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000002u; + return op_type_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void NodeProto::unsafe_arena_set_allocated_op_type( + std::string* op_type) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (op_type != nullptr) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + op_type_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + op_type, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.NodeProto.op_type) +} // optional string domain = 7; inline bool NodeProto::_internal_has_domain() const { @@ -5569,7 +6257,7 @@ inline bool NodeProto::has_domain() const { return _internal_has_domain(); } inline void NodeProto::clear_domain() { - domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + domain_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& NodeProto::domain() const { @@ -5585,33 +6273,35 @@ inline std::string* NodeProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& NodeProto::_internal_domain() const { - return domain_.GetNoArena(); + return domain_.Get(); } inline void NodeProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000008u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void NodeProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000008u; - domain_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + domain_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.domain) } inline void NodeProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.domain) } -inline void NodeProto::set_domain(const char* value, size_t size) { +inline void NodeProto::set_domain(const char* value, + size_t size) { _has_bits_[0] |= 0x00000008u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.domain) } inline std::string* NodeProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000008u; - return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* NodeProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.NodeProto.domain) @@ -5619,7 +6309,7 @@ inline std::string* NodeProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void NodeProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -5627,9 +6317,29 @@ inline void NodeProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000008u; } - domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); + domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.domain) } +inline std::string* NodeProto::unsafe_arena_release_domain() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.NodeProto.domain) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000008u; + return domain_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void NodeProto::unsafe_arena_set_allocated_domain( + std::string* domain) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (domain != nullptr) { + _has_bits_[0] |= 0x00000008u; + } else { + _has_bits_[0] &= ~0x00000008u; + } + domain_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + domain, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.NodeProto.domain) +} // repeated .onnx.AttributeProto attribute = 5; inline int NodeProto::_internal_attribute_size() const { @@ -5679,7 +6389,7 @@ inline bool NodeProto::has_doc_string() const { return _internal_has_doc_string(); } inline void NodeProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& NodeProto::doc_string() const { @@ -5695,33 +6405,35 @@ inline std::string* NodeProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& NodeProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void NodeProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void NodeProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.doc_string) } inline void NodeProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.doc_string) } -inline void NodeProto::set_doc_string(const char* value, size_t size) { +inline void NodeProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.doc_string) } inline std::string* NodeProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* NodeProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.NodeProto.doc_string) @@ -5729,7 +6441,7 @@ inline std::string* NodeProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void NodeProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -5737,9 +6449,29 @@ inline void NodeProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.doc_string) } +inline std::string* NodeProto::unsafe_arena_release_doc_string() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.NodeProto.doc_string) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000004u; + return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void NodeProto::unsafe_arena_set_allocated_doc_string( + std::string* doc_string) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (doc_string != nullptr) { + _has_bits_[0] |= 0x00000004u; + } else { + _has_bits_[0] &= ~0x00000004u; + } + doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + doc_string, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.NodeProto.doc_string) +} // ------------------------------------------------------------------- @@ -5821,7 +6553,7 @@ inline bool ModelProto::has_producer_name() const { return _internal_has_producer_name(); } inline void ModelProto::clear_producer_name() { - producer_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + producer_name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& ModelProto::producer_name() const { @@ -5837,33 +6569,35 @@ inline std::string* ModelProto::mutable_producer_name() { return _internal_mutable_producer_name(); } inline const std::string& ModelProto::_internal_producer_name() const { - return producer_name_.GetNoArena(); + return producer_name_.Get(); } inline void ModelProto::_internal_set_producer_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + producer_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void ModelProto::set_producer_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - producer_name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + producer_name_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.producer_name) } inline void ModelProto::set_producer_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + producer_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.producer_name) } -inline void ModelProto::set_producer_name(const char* value, size_t size) { +inline void ModelProto::set_producer_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + producer_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.producer_name) } inline std::string* ModelProto::_internal_mutable_producer_name() { _has_bits_[0] |= 0x00000001u; - return producer_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return producer_name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* ModelProto::release_producer_name() { // @@protoc_insertion_point(field_release:onnx.ModelProto.producer_name) @@ -5871,7 +6605,7 @@ inline std::string* ModelProto::release_producer_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return producer_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return producer_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ModelProto::set_allocated_producer_name(std::string* producer_name) { if (producer_name != nullptr) { @@ -5879,9 +6613,29 @@ inline void ModelProto::set_allocated_producer_name(std::string* producer_name) } else { _has_bits_[0] &= ~0x00000001u; } - producer_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_name); + producer_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.producer_name) } +inline std::string* ModelProto::unsafe_arena_release_producer_name() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ModelProto.producer_name) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return producer_name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void ModelProto::unsafe_arena_set_allocated_producer_name( + std::string* producer_name) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (producer_name != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + producer_name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + producer_name, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.producer_name) +} // optional string producer_version = 3; inline bool ModelProto::_internal_has_producer_version() const { @@ -5892,7 +6646,7 @@ inline bool ModelProto::has_producer_version() const { return _internal_has_producer_version(); } inline void ModelProto::clear_producer_version() { - producer_version_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + producer_version_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& ModelProto::producer_version() const { @@ -5908,33 +6662,35 @@ inline std::string* ModelProto::mutable_producer_version() { return _internal_mutable_producer_version(); } inline const std::string& ModelProto::_internal_producer_version() const { - return producer_version_.GetNoArena(); + return producer_version_.Get(); } inline void ModelProto::_internal_set_producer_version(const std::string& value) { _has_bits_[0] |= 0x00000002u; - producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + producer_version_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void ModelProto::set_producer_version(std::string&& value) { _has_bits_[0] |= 0x00000002u; - producer_version_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + producer_version_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.producer_version) } inline void ModelProto::set_producer_version(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + producer_version_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.producer_version) } -inline void ModelProto::set_producer_version(const char* value, size_t size) { +inline void ModelProto::set_producer_version(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + producer_version_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.producer_version) } inline std::string* ModelProto::_internal_mutable_producer_version() { _has_bits_[0] |= 0x00000002u; - return producer_version_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return producer_version_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* ModelProto::release_producer_version() { // @@protoc_insertion_point(field_release:onnx.ModelProto.producer_version) @@ -5942,7 +6698,7 @@ inline std::string* ModelProto::release_producer_version() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return producer_version_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return producer_version_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ModelProto::set_allocated_producer_version(std::string* producer_version) { if (producer_version != nullptr) { @@ -5950,9 +6706,29 @@ inline void ModelProto::set_allocated_producer_version(std::string* producer_ver } else { _has_bits_[0] &= ~0x00000002u; } - producer_version_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_version); + producer_version_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_version, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.producer_version) } +inline std::string* ModelProto::unsafe_arena_release_producer_version() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ModelProto.producer_version) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000002u; + return producer_version_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void ModelProto::unsafe_arena_set_allocated_producer_version( + std::string* producer_version) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (producer_version != nullptr) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + producer_version_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + producer_version, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.producer_version) +} // optional string domain = 4; inline bool ModelProto::_internal_has_domain() const { @@ -5963,7 +6739,7 @@ inline bool ModelProto::has_domain() const { return _internal_has_domain(); } inline void ModelProto::clear_domain() { - domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + domain_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& ModelProto::domain() const { @@ -5979,33 +6755,35 @@ inline std::string* ModelProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& ModelProto::_internal_domain() const { - return domain_.GetNoArena(); + return domain_.Get(); } inline void ModelProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000004u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void ModelProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000004u; - domain_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + domain_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.domain) } inline void ModelProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.domain) } -inline void ModelProto::set_domain(const char* value, size_t size) { +inline void ModelProto::set_domain(const char* value, + size_t size) { _has_bits_[0] |= 0x00000004u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.domain) } inline std::string* ModelProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000004u; - return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* ModelProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.ModelProto.domain) @@ -6013,7 +6791,7 @@ inline std::string* ModelProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ModelProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -6021,9 +6799,29 @@ inline void ModelProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000004u; } - domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); + domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.domain) } +inline std::string* ModelProto::unsafe_arena_release_domain() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ModelProto.domain) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000004u; + return domain_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void ModelProto::unsafe_arena_set_allocated_domain( + std::string* domain) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (domain != nullptr) { + _has_bits_[0] |= 0x00000004u; + } else { + _has_bits_[0] &= ~0x00000004u; + } + domain_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + domain, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.domain) +} // optional int64 model_version = 5; inline bool ModelProto::_internal_has_model_version() const { @@ -6062,7 +6860,7 @@ inline bool ModelProto::has_doc_string() const { return _internal_has_doc_string(); } inline void ModelProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& ModelProto::doc_string() const { @@ -6078,33 +6876,35 @@ inline std::string* ModelProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& ModelProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void ModelProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000008u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void ModelProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000008u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.doc_string) } inline void ModelProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.doc_string) } -inline void ModelProto::set_doc_string(const char* value, size_t size) { +inline void ModelProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000008u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.doc_string) } inline std::string* ModelProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000008u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* ModelProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.ModelProto.doc_string) @@ -6112,7 +6912,7 @@ inline std::string* ModelProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ModelProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -6120,9 +6920,29 @@ inline void ModelProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000008u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.doc_string) } +inline std::string* ModelProto::unsafe_arena_release_doc_string() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ModelProto.doc_string) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000008u; + return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void ModelProto::unsafe_arena_set_allocated_doc_string( + std::string* doc_string) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (doc_string != nullptr) { + _has_bits_[0] |= 0x00000008u; + } else { + _has_bits_[0] &= ~0x00000008u; + } + doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + doc_string, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.doc_string) +} // optional .onnx.GraphProto graph = 7; inline bool ModelProto::_internal_has_graph() const { @@ -6146,7 +6966,27 @@ inline const ::onnx::GraphProto& ModelProto::graph() const { // @@protoc_insertion_point(field_get:onnx.ModelProto.graph) return _internal_graph(); } +inline void ModelProto::unsafe_arena_set_allocated_graph( + ::onnx::GraphProto* graph) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(graph_); + } + graph_ = graph; + if (graph) { + _has_bits_[0] |= 0x00000010u; + } else { + _has_bits_[0] &= ~0x00000010u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.graph) +} inline ::onnx::GraphProto* ModelProto::release_graph() { + auto temp = unsafe_arena_release_graph(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::GraphProto* ModelProto::unsafe_arena_release_graph() { // @@protoc_insertion_point(field_release:onnx.ModelProto.graph) _has_bits_[0] &= ~0x00000010u; ::onnx::GraphProto* temp = graph_; @@ -6156,7 +6996,7 @@ inline ::onnx::GraphProto* ModelProto::release_graph() { inline ::onnx::GraphProto* ModelProto::_internal_mutable_graph() { _has_bits_[0] |= 0x00000010u; if (graph_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArena()); graph_ = p; } return graph_; @@ -6166,12 +7006,13 @@ inline ::onnx::GraphProto* ModelProto::mutable_graph() { return _internal_mutable_graph(); } inline void ModelProto::set_allocated_graph(::onnx::GraphProto* graph) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete graph_; } if (graph) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(graph); if (message_arena != submessage_arena) { graph = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, graph, submessage_arena); @@ -6236,7 +7077,7 @@ inline bool StringStringEntryProto::has_key() const { return _internal_has_key(); } inline void StringStringEntryProto::clear_key() { - key_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + key_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& StringStringEntryProto::key() const { @@ -6252,33 +7093,35 @@ inline std::string* StringStringEntryProto::mutable_key() { return _internal_mutable_key(); } inline const std::string& StringStringEntryProto::_internal_key() const { - return key_.GetNoArena(); + return key_.Get(); } inline void StringStringEntryProto::_internal_set_key(const std::string& value) { _has_bits_[0] |= 0x00000001u; - key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + key_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void StringStringEntryProto::set_key(std::string&& value) { _has_bits_[0] |= 0x00000001u; - key_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + key_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.StringStringEntryProto.key) } inline void StringStringEntryProto::set_key(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + key_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.StringStringEntryProto.key) } -inline void StringStringEntryProto::set_key(const char* value, size_t size) { +inline void StringStringEntryProto::set_key(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + key_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.StringStringEntryProto.key) } inline std::string* StringStringEntryProto::_internal_mutable_key() { _has_bits_[0] |= 0x00000001u; - return key_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return key_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* StringStringEntryProto::release_key() { // @@protoc_insertion_point(field_release:onnx.StringStringEntryProto.key) @@ -6286,7 +7129,7 @@ inline std::string* StringStringEntryProto::release_key() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return key_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return key_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void StringStringEntryProto::set_allocated_key(std::string* key) { if (key != nullptr) { @@ -6294,9 +7137,29 @@ inline void StringStringEntryProto::set_allocated_key(std::string* key) { } else { _has_bits_[0] &= ~0x00000001u; } - key_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), key); + key_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), key, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.StringStringEntryProto.key) } +inline std::string* StringStringEntryProto::unsafe_arena_release_key() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.StringStringEntryProto.key) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return key_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void StringStringEntryProto::unsafe_arena_set_allocated_key( + std::string* key) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (key != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + key_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + key, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.StringStringEntryProto.key) +} // optional string value = 2; inline bool StringStringEntryProto::_internal_has_value() const { @@ -6307,7 +7170,7 @@ inline bool StringStringEntryProto::has_value() const { return _internal_has_value(); } inline void StringStringEntryProto::clear_value() { - value_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + value_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& StringStringEntryProto::value() const { @@ -6323,33 +7186,35 @@ inline std::string* StringStringEntryProto::mutable_value() { return _internal_mutable_value(); } inline const std::string& StringStringEntryProto::_internal_value() const { - return value_.GetNoArena(); + return value_.Get(); } inline void StringStringEntryProto::_internal_set_value(const std::string& value) { _has_bits_[0] |= 0x00000002u; - value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + value_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void StringStringEntryProto::set_value(std::string&& value) { _has_bits_[0] |= 0x00000002u; - value_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + value_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.StringStringEntryProto.value) } inline void StringStringEntryProto::set_value(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + value_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.StringStringEntryProto.value) } -inline void StringStringEntryProto::set_value(const char* value, size_t size) { +inline void StringStringEntryProto::set_value(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + value_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.StringStringEntryProto.value) } inline std::string* StringStringEntryProto::_internal_mutable_value() { _has_bits_[0] |= 0x00000002u; - return value_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return value_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* StringStringEntryProto::release_value() { // @@protoc_insertion_point(field_release:onnx.StringStringEntryProto.value) @@ -6357,7 +7222,7 @@ inline std::string* StringStringEntryProto::release_value() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return value_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return value_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void StringStringEntryProto::set_allocated_value(std::string* value) { if (value != nullptr) { @@ -6365,9 +7230,29 @@ inline void StringStringEntryProto::set_allocated_value(std::string* value) { } else { _has_bits_[0] &= ~0x00000002u; } - value_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + value_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.StringStringEntryProto.value) } +inline std::string* StringStringEntryProto::unsafe_arena_release_value() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.StringStringEntryProto.value) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000002u; + return value_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void StringStringEntryProto::unsafe_arena_set_allocated_value( + std::string* value) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (value != nullptr) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + value_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + value, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.StringStringEntryProto.value) +} // ------------------------------------------------------------------- @@ -6382,7 +7267,7 @@ inline bool TensorAnnotation::has_tensor_name() const { return _internal_has_tensor_name(); } inline void TensorAnnotation::clear_tensor_name() { - tensor_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + tensor_name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorAnnotation::tensor_name() const { @@ -6398,33 +7283,35 @@ inline std::string* TensorAnnotation::mutable_tensor_name() { return _internal_mutable_tensor_name(); } inline const std::string& TensorAnnotation::_internal_tensor_name() const { - return tensor_name_.GetNoArena(); + return tensor_name_.Get(); } inline void TensorAnnotation::_internal_set_tensor_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + tensor_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void TensorAnnotation::set_tensor_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - tensor_name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + tensor_name_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorAnnotation.tensor_name) } inline void TensorAnnotation::set_tensor_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + tensor_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorAnnotation.tensor_name) } -inline void TensorAnnotation::set_tensor_name(const char* value, size_t size) { +inline void TensorAnnotation::set_tensor_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + tensor_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorAnnotation.tensor_name) } inline std::string* TensorAnnotation::_internal_mutable_tensor_name() { _has_bits_[0] |= 0x00000001u; - return tensor_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return tensor_name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* TensorAnnotation::release_tensor_name() { // @@protoc_insertion_point(field_release:onnx.TensorAnnotation.tensor_name) @@ -6432,7 +7319,7 @@ inline std::string* TensorAnnotation::release_tensor_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return tensor_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return tensor_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorAnnotation::set_allocated_tensor_name(std::string* tensor_name) { if (tensor_name != nullptr) { @@ -6440,9 +7327,29 @@ inline void TensorAnnotation::set_allocated_tensor_name(std::string* tensor_name } else { _has_bits_[0] &= ~0x00000001u; } - tensor_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), tensor_name); + tensor_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), tensor_name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorAnnotation.tensor_name) } +inline std::string* TensorAnnotation::unsafe_arena_release_tensor_name() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorAnnotation.tensor_name) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return tensor_name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void TensorAnnotation::unsafe_arena_set_allocated_tensor_name( + std::string* tensor_name) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (tensor_name != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + tensor_name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + tensor_name, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorAnnotation.tensor_name) +} // repeated .onnx.StringStringEntryProto quant_parameter_tensor_names = 2; inline int TensorAnnotation::_internal_quant_parameter_tensor_names_size() const { @@ -6535,7 +7442,7 @@ inline bool GraphProto::has_name() const { return _internal_has_name(); } inline void GraphProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& GraphProto::name() const { @@ -6551,33 +7458,35 @@ inline std::string* GraphProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& GraphProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void GraphProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void GraphProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.GraphProto.name) } inline void GraphProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.GraphProto.name) } -inline void GraphProto::set_name(const char* value, size_t size) { +inline void GraphProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.GraphProto.name) } inline std::string* GraphProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* GraphProto::release_name() { // @@protoc_insertion_point(field_release:onnx.GraphProto.name) @@ -6585,7 +7494,7 @@ inline std::string* GraphProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void GraphProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -6593,9 +7502,29 @@ inline void GraphProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.GraphProto.name) } +inline std::string* GraphProto::unsafe_arena_release_name() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.GraphProto.name) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void GraphProto::unsafe_arena_set_allocated_name( + std::string* name) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (name != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + name, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.GraphProto.name) +} // repeated .onnx.TensorProto initializer = 5; inline int GraphProto::_internal_initializer_size() const { @@ -6684,7 +7613,7 @@ inline bool GraphProto::has_doc_string() const { return _internal_has_doc_string(); } inline void GraphProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& GraphProto::doc_string() const { @@ -6700,33 +7629,35 @@ inline std::string* GraphProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& GraphProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void GraphProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void GraphProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.GraphProto.doc_string) } inline void GraphProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.GraphProto.doc_string) } -inline void GraphProto::set_doc_string(const char* value, size_t size) { +inline void GraphProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.GraphProto.doc_string) } inline std::string* GraphProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000002u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* GraphProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.GraphProto.doc_string) @@ -6734,7 +7665,7 @@ inline std::string* GraphProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void GraphProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -6742,9 +7673,29 @@ inline void GraphProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000002u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.GraphProto.doc_string) } +inline std::string* GraphProto::unsafe_arena_release_doc_string() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.GraphProto.doc_string) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000002u; + return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void GraphProto::unsafe_arena_set_allocated_doc_string( + std::string* doc_string) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (doc_string != nullptr) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + doc_string, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.GraphProto.doc_string) +} // repeated .onnx.ValueInfoProto input = 11; inline int GraphProto::_internal_input_size() const { @@ -7063,7 +8014,27 @@ inline const ::onnx::TensorProto_Segment& TensorProto::segment() const { // @@protoc_insertion_point(field_get:onnx.TensorProto.segment) return _internal_segment(); } +inline void TensorProto::unsafe_arena_set_allocated_segment( + ::onnx::TensorProto_Segment* segment) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(segment_); + } + segment_ = segment; + if (segment) { + _has_bits_[0] |= 0x00000008u; + } else { + _has_bits_[0] &= ~0x00000008u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.segment) +} inline ::onnx::TensorProto_Segment* TensorProto::release_segment() { + auto temp = unsafe_arena_release_segment(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorProto_Segment* TensorProto::unsafe_arena_release_segment() { // @@protoc_insertion_point(field_release:onnx.TensorProto.segment) _has_bits_[0] &= ~0x00000008u; ::onnx::TensorProto_Segment* temp = segment_; @@ -7073,7 +8044,7 @@ inline ::onnx::TensorProto_Segment* TensorProto::release_segment() { inline ::onnx::TensorProto_Segment* TensorProto::_internal_mutable_segment() { _has_bits_[0] |= 0x00000008u; if (segment_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto_Segment>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorProto_Segment>(GetArena()); segment_ = p; } return segment_; @@ -7083,12 +8054,13 @@ inline ::onnx::TensorProto_Segment* TensorProto::mutable_segment() { return _internal_mutable_segment(); } inline void TensorProto::set_allocated_segment(::onnx::TensorProto_Segment* segment) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete segment_; } if (segment) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(segment); if (message_arena != submessage_arena) { segment = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, segment, submessage_arena); @@ -7325,7 +8297,7 @@ inline bool TensorProto::has_name() const { return _internal_has_name(); } inline void TensorProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorProto::name() const { @@ -7341,33 +8313,35 @@ inline std::string* TensorProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& TensorProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void TensorProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void TensorProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.name) } inline void TensorProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.name) } -inline void TensorProto::set_name(const char* value, size_t size) { +inline void TensorProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.name) } inline std::string* TensorProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* TensorProto::release_name() { // @@protoc_insertion_point(field_release:onnx.TensorProto.name) @@ -7375,7 +8349,7 @@ inline std::string* TensorProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -7383,9 +8357,29 @@ inline void TensorProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.name) } +inline std::string* TensorProto::unsafe_arena_release_name() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorProto.name) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void TensorProto::unsafe_arena_set_allocated_name( + std::string* name) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (name != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + name, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.name) +} // optional string doc_string = 12; inline bool TensorProto::_internal_has_doc_string() const { @@ -7396,7 +8390,7 @@ inline bool TensorProto::has_doc_string() const { return _internal_has_doc_string(); } inline void TensorProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& TensorProto::doc_string() const { @@ -7412,33 +8406,35 @@ inline std::string* TensorProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& TensorProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void TensorProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void TensorProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.doc_string) } inline void TensorProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.doc_string) } -inline void TensorProto::set_doc_string(const char* value, size_t size) { +inline void TensorProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.doc_string) } inline std::string* TensorProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* TensorProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.TensorProto.doc_string) @@ -7446,7 +8442,7 @@ inline std::string* TensorProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -7454,9 +8450,29 @@ inline void TensorProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.doc_string) } +inline std::string* TensorProto::unsafe_arena_release_doc_string() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorProto.doc_string) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000004u; + return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void TensorProto::unsafe_arena_set_allocated_doc_string( + std::string* doc_string) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (doc_string != nullptr) { + _has_bits_[0] |= 0x00000004u; + } else { + _has_bits_[0] &= ~0x00000004u; + } + doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + doc_string, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.doc_string) +} // optional bytes raw_data = 9; inline bool TensorProto::_internal_has_raw_data() const { @@ -7467,7 +8483,7 @@ inline bool TensorProto::has_raw_data() const { return _internal_has_raw_data(); } inline void TensorProto::clear_raw_data() { - raw_data_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + raw_data_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& TensorProto::raw_data() const { @@ -7483,33 +8499,35 @@ inline std::string* TensorProto::mutable_raw_data() { return _internal_mutable_raw_data(); } inline const std::string& TensorProto::_internal_raw_data() const { - return raw_data_.GetNoArena(); + return raw_data_.Get(); } inline void TensorProto::_internal_set_raw_data(const std::string& value) { _has_bits_[0] |= 0x00000002u; - raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + raw_data_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void TensorProto::set_raw_data(std::string&& value) { _has_bits_[0] |= 0x00000002u; - raw_data_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + raw_data_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.raw_data) } inline void TensorProto::set_raw_data(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + raw_data_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.raw_data) } -inline void TensorProto::set_raw_data(const void* value, size_t size) { +inline void TensorProto::set_raw_data(const void* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + raw_data_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.raw_data) } inline std::string* TensorProto::_internal_mutable_raw_data() { _has_bits_[0] |= 0x00000002u; - return raw_data_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return raw_data_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* TensorProto::release_raw_data() { // @@protoc_insertion_point(field_release:onnx.TensorProto.raw_data) @@ -7517,7 +8535,7 @@ inline std::string* TensorProto::release_raw_data() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return raw_data_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return raw_data_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorProto::set_allocated_raw_data(std::string* raw_data) { if (raw_data != nullptr) { @@ -7525,9 +8543,29 @@ inline void TensorProto::set_allocated_raw_data(std::string* raw_data) { } else { _has_bits_[0] &= ~0x00000002u; } - raw_data_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), raw_data); + raw_data_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), raw_data, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.raw_data) } +inline std::string* TensorProto::unsafe_arena_release_raw_data() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorProto.raw_data) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000002u; + return raw_data_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void TensorProto::unsafe_arena_set_allocated_raw_data( + std::string* raw_data) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (raw_data != nullptr) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + raw_data_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + raw_data, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.raw_data) +} // repeated .onnx.StringStringEntryProto external_data = 13; inline int TensorProto::_internal_external_data_size() const { @@ -7717,7 +8755,27 @@ inline const ::onnx::TensorProto& SparseTensorProto::values() const { // @@protoc_insertion_point(field_get:onnx.SparseTensorProto.values) return _internal_values(); } +inline void SparseTensorProto::unsafe_arena_set_allocated_values( + ::onnx::TensorProto* values) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(values_); + } + values_ = values; + if (values) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.SparseTensorProto.values) +} inline ::onnx::TensorProto* SparseTensorProto::release_values() { + auto temp = unsafe_arena_release_values(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_values() { // @@protoc_insertion_point(field_release:onnx.SparseTensorProto.values) _has_bits_[0] &= ~0x00000001u; ::onnx::TensorProto* temp = values_; @@ -7727,7 +8785,7 @@ inline ::onnx::TensorProto* SparseTensorProto::release_values() { inline ::onnx::TensorProto* SparseTensorProto::_internal_mutable_values() { _has_bits_[0] |= 0x00000001u; if (values_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); values_ = p; } return values_; @@ -7737,12 +8795,13 @@ inline ::onnx::TensorProto* SparseTensorProto::mutable_values() { return _internal_mutable_values(); } inline void SparseTensorProto::set_allocated_values(::onnx::TensorProto* values) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete values_; } if (values) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(values); if (message_arena != submessage_arena) { values = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, values, submessage_arena); @@ -7777,7 +8836,27 @@ inline const ::onnx::TensorProto& SparseTensorProto::indices() const { // @@protoc_insertion_point(field_get:onnx.SparseTensorProto.indices) return _internal_indices(); } +inline void SparseTensorProto::unsafe_arena_set_allocated_indices( + ::onnx::TensorProto* indices) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(indices_); + } + indices_ = indices; + if (indices) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.SparseTensorProto.indices) +} inline ::onnx::TensorProto* SparseTensorProto::release_indices() { + auto temp = unsafe_arena_release_indices(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_indices() { // @@protoc_insertion_point(field_release:onnx.SparseTensorProto.indices) _has_bits_[0] &= ~0x00000002u; ::onnx::TensorProto* temp = indices_; @@ -7787,7 +8866,7 @@ inline ::onnx::TensorProto* SparseTensorProto::release_indices() { inline ::onnx::TensorProto* SparseTensorProto::_internal_mutable_indices() { _has_bits_[0] |= 0x00000002u; if (indices_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); indices_ = p; } return indices_; @@ -7797,12 +8876,13 @@ inline ::onnx::TensorProto* SparseTensorProto::mutable_indices() { return _internal_mutable_indices(); } inline void SparseTensorProto::set_allocated_indices(::onnx::TensorProto* indices) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete indices_; } if (indices) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(indices); if (message_arena != submessage_arena) { indices = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, indices, submessage_arena); @@ -7866,7 +8946,7 @@ SparseTensorProto::mutable_dims() { // TensorShapeProto_Dimension -// optional int64 dim_value = 1; +// int64 dim_value = 1; inline bool TensorShapeProto_Dimension::_internal_has_dim_value() const { return value_case() == kDimValue; } @@ -7904,7 +8984,7 @@ inline void TensorShapeProto_Dimension::set_dim_value(::PROTOBUF_NAMESPACE_ID::i // @@protoc_insertion_point(field_set:onnx.TensorShapeProto.Dimension.dim_value) } -// optional string dim_param = 2; +// string dim_param = 2; inline bool TensorShapeProto_Dimension::_internal_has_dim_param() const { return value_case() == kDimParam; } @@ -7916,7 +8996,7 @@ inline void TensorShapeProto_Dimension::set_has_dim_param() { } inline void TensorShapeProto_Dimension::clear_dim_param() { if (_internal_has_dim_param()) { - value_.dim_param_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + value_.dim_param_.Destroy(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); clear_has_value(); } } @@ -7934,7 +9014,7 @@ inline std::string* TensorShapeProto_Dimension::mutable_dim_param() { } inline const std::string& TensorShapeProto_Dimension::_internal_dim_param() const { if (_internal_has_dim_param()) { - return value_.dim_param_.GetNoArena(); + return value_.dim_param_.Get(); } return *&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(); } @@ -7944,7 +9024,7 @@ inline void TensorShapeProto_Dimension::_internal_set_dim_param(const std::strin set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + value_.dim_param_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void TensorShapeProto_Dimension::set_dim_param(std::string&& value) { // @@protoc_insertion_point(field_set:onnx.TensorShapeProto.Dimension.dim_param) @@ -7953,7 +9033,8 @@ inline void TensorShapeProto_Dimension::set_dim_param(std::string&& value) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + value_.dim_param_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorShapeProto.Dimension.dim_param) } inline void TensorShapeProto_Dimension::set_dim_param(const char* value) { @@ -7963,18 +9044,21 @@ inline void TensorShapeProto_Dimension::set_dim_param(const char* value) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(value)); + value_.dim_param_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorShapeProto.Dimension.dim_param) } -inline void TensorShapeProto_Dimension::set_dim_param(const char* value, size_t size) { +inline void TensorShapeProto_Dimension::set_dim_param(const char* value, + size_t size) { if (!_internal_has_dim_param()) { clear_value(); set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size)); + value_.dim_param_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), + GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorShapeProto.Dimension.dim_param) } inline std::string* TensorShapeProto_Dimension::_internal_mutable_dim_param() { @@ -7983,13 +9067,13 @@ inline std::string* TensorShapeProto_Dimension::_internal_mutable_dim_param() { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - return value_.dim_param_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return value_.dim_param_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* TensorShapeProto_Dimension::release_dim_param() { // @@protoc_insertion_point(field_release:onnx.TensorShapeProto.Dimension.dim_param) if (_internal_has_dim_param()) { clear_has_value(); - return value_.dim_param_.ReleaseNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return value_.dim_param_.Release(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } else { return nullptr; } @@ -8004,6 +9088,29 @@ inline void TensorShapeProto_Dimension::set_allocated_dim_param(std::string* dim } // @@protoc_insertion_point(field_set_allocated:onnx.TensorShapeProto.Dimension.dim_param) } +inline std::string* TensorShapeProto_Dimension::unsafe_arena_release_dim_param() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorShapeProto.Dimension.dim_param) + GOOGLE_DCHECK(GetArena() != nullptr); + if (_internal_has_dim_param()) { + clear_has_value(); + return value_.dim_param_.UnsafeArenaRelease( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + } else { + return nullptr; + } +} +inline void TensorShapeProto_Dimension::unsafe_arena_set_allocated_dim_param(std::string* dim_param) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (!_internal_has_dim_param()) { + value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + } + clear_value(); + if (dim_param) { + set_has_dim_param(); + value_.dim_param_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), dim_param, GetArena()); + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorShapeProto.Dimension.dim_param) +} // optional string denotation = 3; inline bool TensorShapeProto_Dimension::_internal_has_denotation() const { @@ -8014,7 +9121,7 @@ inline bool TensorShapeProto_Dimension::has_denotation() const { return _internal_has_denotation(); } inline void TensorShapeProto_Dimension::clear_denotation() { - denotation_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + denotation_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorShapeProto_Dimension::denotation() const { @@ -8030,33 +9137,35 @@ inline std::string* TensorShapeProto_Dimension::mutable_denotation() { return _internal_mutable_denotation(); } inline const std::string& TensorShapeProto_Dimension::_internal_denotation() const { - return denotation_.GetNoArena(); + return denotation_.Get(); } inline void TensorShapeProto_Dimension::_internal_set_denotation(const std::string& value) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void TensorShapeProto_Dimension::set_denotation(std::string&& value) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + denotation_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorShapeProto.Dimension.denotation) } inline void TensorShapeProto_Dimension::set_denotation(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorShapeProto.Dimension.denotation) } -inline void TensorShapeProto_Dimension::set_denotation(const char* value, size_t size) { +inline void TensorShapeProto_Dimension::set_denotation(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorShapeProto.Dimension.denotation) } inline std::string* TensorShapeProto_Dimension::_internal_mutable_denotation() { _has_bits_[0] |= 0x00000001u; - return denotation_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return denotation_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* TensorShapeProto_Dimension::release_denotation() { // @@protoc_insertion_point(field_release:onnx.TensorShapeProto.Dimension.denotation) @@ -8064,7 +9173,7 @@ inline std::string* TensorShapeProto_Dimension::release_denotation() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return denotation_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return denotation_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorShapeProto_Dimension::set_allocated_denotation(std::string* denotation) { if (denotation != nullptr) { @@ -8072,9 +9181,29 @@ inline void TensorShapeProto_Dimension::set_allocated_denotation(std::string* de } else { _has_bits_[0] &= ~0x00000001u; } - denotation_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation); + denotation_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorShapeProto.Dimension.denotation) } +inline std::string* TensorShapeProto_Dimension::unsafe_arena_release_denotation() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorShapeProto.Dimension.denotation) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return denotation_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void TensorShapeProto_Dimension::unsafe_arena_set_allocated_denotation( + std::string* denotation) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (denotation != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + denotation_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + denotation, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorShapeProto.Dimension.denotation) +} inline bool TensorShapeProto_Dimension::has_value() const { return value_case() != VALUE_NOT_SET; @@ -8182,7 +9311,27 @@ inline const ::onnx::TensorShapeProto& TypeProto_Tensor::shape() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Tensor.shape) return _internal_shape(); } +inline void TypeProto_Tensor::unsafe_arena_set_allocated_shape( + ::onnx::TensorShapeProto* shape) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(shape_); + } + shape_ = shape; + if (shape) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Tensor.shape) +} inline ::onnx::TensorShapeProto* TypeProto_Tensor::release_shape() { + auto temp = unsafe_arena_release_shape(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorShapeProto* TypeProto_Tensor::unsafe_arena_release_shape() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Tensor.shape) _has_bits_[0] &= ~0x00000001u; ::onnx::TensorShapeProto* temp = shape_; @@ -8192,7 +9341,7 @@ inline ::onnx::TensorShapeProto* TypeProto_Tensor::release_shape() { inline ::onnx::TensorShapeProto* TypeProto_Tensor::_internal_mutable_shape() { _has_bits_[0] |= 0x00000001u; if (shape_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorShapeProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorShapeProto>(GetArena()); shape_ = p; } return shape_; @@ -8202,12 +9351,13 @@ inline ::onnx::TensorShapeProto* TypeProto_Tensor::mutable_shape() { return _internal_mutable_shape(); } inline void TypeProto_Tensor::set_allocated_shape(::onnx::TensorShapeProto* shape) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete shape_; } if (shape) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(shape); if (message_arena != submessage_arena) { shape = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, shape, submessage_arena); @@ -8246,7 +9396,27 @@ inline const ::onnx::TypeProto& TypeProto_Sequence::elem_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Sequence.elem_type) return _internal_elem_type(); } +inline void TypeProto_Sequence::unsafe_arena_set_allocated_elem_type( + ::onnx::TypeProto* elem_type) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(elem_type_); + } + elem_type_ = elem_type; + if (elem_type) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Sequence.elem_type) +} inline ::onnx::TypeProto* TypeProto_Sequence::release_elem_type() { + auto temp = unsafe_arena_release_elem_type(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TypeProto* TypeProto_Sequence::unsafe_arena_release_elem_type() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Sequence.elem_type) _has_bits_[0] &= ~0x00000001u; ::onnx::TypeProto* temp = elem_type_; @@ -8256,7 +9426,7 @@ inline ::onnx::TypeProto* TypeProto_Sequence::release_elem_type() { inline ::onnx::TypeProto* TypeProto_Sequence::_internal_mutable_elem_type() { _has_bits_[0] |= 0x00000001u; if (elem_type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); elem_type_ = p; } return elem_type_; @@ -8266,12 +9436,13 @@ inline ::onnx::TypeProto* TypeProto_Sequence::mutable_elem_type() { return _internal_mutable_elem_type(); } inline void TypeProto_Sequence::set_allocated_elem_type(::onnx::TypeProto* elem_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete elem_type_; } if (elem_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(elem_type); if (message_arena != submessage_arena) { elem_type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, elem_type, submessage_arena); @@ -8338,7 +9509,27 @@ inline const ::onnx::TypeProto& TypeProto_Map::value_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Map.value_type) return _internal_value_type(); } +inline void TypeProto_Map::unsafe_arena_set_allocated_value_type( + ::onnx::TypeProto* value_type) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(value_type_); + } + value_type_ = value_type; + if (value_type) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Map.value_type) +} inline ::onnx::TypeProto* TypeProto_Map::release_value_type() { + auto temp = unsafe_arena_release_value_type(); + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TypeProto* TypeProto_Map::unsafe_arena_release_value_type() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Map.value_type) _has_bits_[0] &= ~0x00000001u; ::onnx::TypeProto* temp = value_type_; @@ -8348,7 +9539,7 @@ inline ::onnx::TypeProto* TypeProto_Map::release_value_type() { inline ::onnx::TypeProto* TypeProto_Map::_internal_mutable_value_type() { _has_bits_[0] |= 0x00000001u; if (value_type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); value_type_ = p; } return value_type_; @@ -8358,12 +9549,13 @@ inline ::onnx::TypeProto* TypeProto_Map::mutable_value_type() { return _internal_mutable_value_type(); } inline void TypeProto_Map::set_allocated_value_type(::onnx::TypeProto* value_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete value_type_; } if (value_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(value_type); if (message_arena != submessage_arena) { value_type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, value_type, submessage_arena); @@ -8380,7 +9572,7 @@ inline void TypeProto_Map::set_allocated_value_type(::onnx::TypeProto* value_typ // TypeProto -// optional .onnx.TypeProto.Tensor tensor_type = 1; +// .onnx.TypeProto.Tensor tensor_type = 1; inline bool TypeProto::_internal_has_tensor_type() const { return value_case() == kTensorType; } @@ -8392,7 +9584,9 @@ inline void TypeProto::set_has_tensor_type() { } inline void TypeProto::clear_tensor_type() { if (_internal_has_tensor_type()) { - delete value_.tensor_type_; + if (GetArena() == nullptr) { + delete value_.tensor_type_; + } clear_has_value(); } } @@ -8401,6 +9595,9 @@ inline ::onnx::TypeProto_Tensor* TypeProto::release_tensor_type() { if (_internal_has_tensor_type()) { clear_has_value(); ::onnx::TypeProto_Tensor* temp = value_.tensor_type_; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } value_.tensor_type_ = nullptr; return temp; } else { @@ -8416,12 +9613,30 @@ inline const ::onnx::TypeProto_Tensor& TypeProto::tensor_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.tensor_type) return _internal_tensor_type(); } +inline ::onnx::TypeProto_Tensor* TypeProto::unsafe_arena_release_tensor_type() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.tensor_type) + if (_internal_has_tensor_type()) { + clear_has_value(); + ::onnx::TypeProto_Tensor* temp = value_.tensor_type_; + value_.tensor_type_ = nullptr; + return temp; + } else { + return nullptr; + } +} +inline void TypeProto::unsafe_arena_set_allocated_tensor_type(::onnx::TypeProto_Tensor* tensor_type) { + clear_value(); + if (tensor_type) { + set_has_tensor_type(); + value_.tensor_type_ = tensor_type; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.tensor_type) +} inline ::onnx::TypeProto_Tensor* TypeProto::_internal_mutable_tensor_type() { if (!_internal_has_tensor_type()) { clear_value(); set_has_tensor_type(); - value_.tensor_type_ = CreateMaybeMessage< ::onnx::TypeProto_Tensor >( - GetArenaNoVirtual()); + value_.tensor_type_ = CreateMaybeMessage< ::onnx::TypeProto_Tensor >(GetArena()); } return value_.tensor_type_; } @@ -8430,7 +9645,7 @@ inline ::onnx::TypeProto_Tensor* TypeProto::mutable_tensor_type() { return _internal_mutable_tensor_type(); } -// optional .onnx.TypeProto.Sequence sequence_type = 4; +// .onnx.TypeProto.Sequence sequence_type = 4; inline bool TypeProto::_internal_has_sequence_type() const { return value_case() == kSequenceType; } @@ -8442,7 +9657,9 @@ inline void TypeProto::set_has_sequence_type() { } inline void TypeProto::clear_sequence_type() { if (_internal_has_sequence_type()) { - delete value_.sequence_type_; + if (GetArena() == nullptr) { + delete value_.sequence_type_; + } clear_has_value(); } } @@ -8451,6 +9668,9 @@ inline ::onnx::TypeProto_Sequence* TypeProto::release_sequence_type() { if (_internal_has_sequence_type()) { clear_has_value(); ::onnx::TypeProto_Sequence* temp = value_.sequence_type_; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } value_.sequence_type_ = nullptr; return temp; } else { @@ -8466,12 +9686,30 @@ inline const ::onnx::TypeProto_Sequence& TypeProto::sequence_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.sequence_type) return _internal_sequence_type(); } +inline ::onnx::TypeProto_Sequence* TypeProto::unsafe_arena_release_sequence_type() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.sequence_type) + if (_internal_has_sequence_type()) { + clear_has_value(); + ::onnx::TypeProto_Sequence* temp = value_.sequence_type_; + value_.sequence_type_ = nullptr; + return temp; + } else { + return nullptr; + } +} +inline void TypeProto::unsafe_arena_set_allocated_sequence_type(::onnx::TypeProto_Sequence* sequence_type) { + clear_value(); + if (sequence_type) { + set_has_sequence_type(); + value_.sequence_type_ = sequence_type; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.sequence_type) +} inline ::onnx::TypeProto_Sequence* TypeProto::_internal_mutable_sequence_type() { if (!_internal_has_sequence_type()) { clear_value(); set_has_sequence_type(); - value_.sequence_type_ = CreateMaybeMessage< ::onnx::TypeProto_Sequence >( - GetArenaNoVirtual()); + value_.sequence_type_ = CreateMaybeMessage< ::onnx::TypeProto_Sequence >(GetArena()); } return value_.sequence_type_; } @@ -8480,7 +9718,7 @@ inline ::onnx::TypeProto_Sequence* TypeProto::mutable_sequence_type() { return _internal_mutable_sequence_type(); } -// optional .onnx.TypeProto.Map map_type = 5; +// .onnx.TypeProto.Map map_type = 5; inline bool TypeProto::_internal_has_map_type() const { return value_case() == kMapType; } @@ -8492,7 +9730,9 @@ inline void TypeProto::set_has_map_type() { } inline void TypeProto::clear_map_type() { if (_internal_has_map_type()) { - delete value_.map_type_; + if (GetArena() == nullptr) { + delete value_.map_type_; + } clear_has_value(); } } @@ -8501,6 +9741,9 @@ inline ::onnx::TypeProto_Map* TypeProto::release_map_type() { if (_internal_has_map_type()) { clear_has_value(); ::onnx::TypeProto_Map* temp = value_.map_type_; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } value_.map_type_ = nullptr; return temp; } else { @@ -8516,12 +9759,30 @@ inline const ::onnx::TypeProto_Map& TypeProto::map_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.map_type) return _internal_map_type(); } +inline ::onnx::TypeProto_Map* TypeProto::unsafe_arena_release_map_type() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.map_type) + if (_internal_has_map_type()) { + clear_has_value(); + ::onnx::TypeProto_Map* temp = value_.map_type_; + value_.map_type_ = nullptr; + return temp; + } else { + return nullptr; + } +} +inline void TypeProto::unsafe_arena_set_allocated_map_type(::onnx::TypeProto_Map* map_type) { + clear_value(); + if (map_type) { + set_has_map_type(); + value_.map_type_ = map_type; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.map_type) +} inline ::onnx::TypeProto_Map* TypeProto::_internal_mutable_map_type() { if (!_internal_has_map_type()) { clear_value(); set_has_map_type(); - value_.map_type_ = CreateMaybeMessage< ::onnx::TypeProto_Map >( - GetArenaNoVirtual()); + value_.map_type_ = CreateMaybeMessage< ::onnx::TypeProto_Map >(GetArena()); } return value_.map_type_; } @@ -8539,7 +9800,7 @@ inline bool TypeProto::has_denotation() const { return _internal_has_denotation(); } inline void TypeProto::clear_denotation() { - denotation_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + denotation_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TypeProto::denotation() const { @@ -8555,33 +9816,35 @@ inline std::string* TypeProto::mutable_denotation() { return _internal_mutable_denotation(); } inline const std::string& TypeProto::_internal_denotation() const { - return denotation_.GetNoArena(); + return denotation_.Get(); } inline void TypeProto::_internal_set_denotation(const std::string& value) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void TypeProto::set_denotation(std::string&& value) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + denotation_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TypeProto.denotation) } inline void TypeProto::set_denotation(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TypeProto.denotation) } -inline void TypeProto::set_denotation(const char* value, size_t size) { +inline void TypeProto::set_denotation(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TypeProto.denotation) } inline std::string* TypeProto::_internal_mutable_denotation() { _has_bits_[0] |= 0x00000001u; - return denotation_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return denotation_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* TypeProto::release_denotation() { // @@protoc_insertion_point(field_release:onnx.TypeProto.denotation) @@ -8589,7 +9852,7 @@ inline std::string* TypeProto::release_denotation() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return denotation_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return denotation_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TypeProto::set_allocated_denotation(std::string* denotation) { if (denotation != nullptr) { @@ -8597,9 +9860,29 @@ inline void TypeProto::set_allocated_denotation(std::string* denotation) { } else { _has_bits_[0] &= ~0x00000001u; } - denotation_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation); + denotation_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TypeProto.denotation) } +inline std::string* TypeProto::unsafe_arena_release_denotation() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.denotation) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return denotation_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void TypeProto::unsafe_arena_set_allocated_denotation( + std::string* denotation) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (denotation != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + denotation_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + denotation, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.denotation) +} inline bool TypeProto::has_value() const { return value_case() != VALUE_NOT_SET; @@ -8623,7 +9906,7 @@ inline bool OperatorSetIdProto::has_domain() const { return _internal_has_domain(); } inline void OperatorSetIdProto::clear_domain() { - domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + domain_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& OperatorSetIdProto::domain() const { @@ -8639,33 +9922,35 @@ inline std::string* OperatorSetIdProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& OperatorSetIdProto::_internal_domain() const { - return domain_.GetNoArena(); + return domain_.Get(); } inline void OperatorSetIdProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000001u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); } inline void OperatorSetIdProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000001u; - domain_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + domain_.Set( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.OperatorSetIdProto.domain) } inline void OperatorSetIdProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), + GetArena()); // @@protoc_insertion_point(field_set_char:onnx.OperatorSetIdProto.domain) } -inline void OperatorSetIdProto::set_domain(const char* value, size_t size) { +inline void OperatorSetIdProto::set_domain(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.OperatorSetIdProto.domain) } inline std::string* OperatorSetIdProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000001u; - return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline std::string* OperatorSetIdProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.OperatorSetIdProto.domain) @@ -8673,7 +9958,7 @@ inline std::string* OperatorSetIdProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void OperatorSetIdProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -8681,9 +9966,29 @@ inline void OperatorSetIdProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000001u; } - domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); + domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.OperatorSetIdProto.domain) } +inline std::string* OperatorSetIdProto::unsafe_arena_release_domain() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.OperatorSetIdProto.domain) + GOOGLE_DCHECK(GetArena() != nullptr); + _has_bits_[0] &= ~0x00000001u; + return domain_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + GetArena()); +} +inline void OperatorSetIdProto::unsafe_arena_set_allocated_domain( + std::string* domain) { + GOOGLE_DCHECK(GetArena() != nullptr); + if (domain != nullptr) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + domain_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + domain, GetArena()); + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.OperatorSetIdProto.domain) +} // optional int64 version = 2; inline bool OperatorSetIdProto::_internal_has_version() const { From 3e0f5ae061fb33627734d1d2a5f76331fe582622 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Mon, 17 Aug 2020 19:55:23 +0200 Subject: [PATCH 03/75] Draft version of the communication system new file: src/distributed/README.md new file: src/distributed/images/EDDL-distributed-schema.png new file: src/distributed/images/Master-Node.png new file: src/distributed/images/Timeline-in-master-and-worker-nodes.png new file: src/distributed/images/Worker-Node.png new file: src/distributed/images/logo-eddl.png --- src/distributed/README.md | 36 ++++++++++++++++++ .../images/EDDL-distributed-schema.png | Bin 0 -> 419202 bytes src/distributed/images/Master-Node.png | Bin 0 -> 1771773 bytes .../Timeline-in-master-and-worker-nodes.png | Bin 0 -> 682767 bytes src/distributed/images/Worker-Node.png | Bin 0 -> 1663174 bytes src/distributed/images/logo-eddl.png | Bin 0 -> 41073 bytes 6 files changed, 36 insertions(+) create mode 100644 src/distributed/README.md create mode 100644 src/distributed/images/EDDL-distributed-schema.png create mode 100644 src/distributed/images/Master-Node.png create mode 100644 src/distributed/images/Timeline-in-master-and-worker-nodes.png create mode 100644 src/distributed/images/Worker-Node.png create mode 100644 src/distributed/images/logo-eddl.png diff --git a/src/distributed/README.md b/src/distributed/README.md new file mode 100644 index 000000000..0837e8dee --- /dev/null +++ b/src/distributed/README.md @@ -0,0 +1,36 @@ +![DeepHealth logo](images/logo-eddl.png) + +/* +![build](https://github.com/deephealthproject/eddl/workflows/build/badge.svg) +[![Documentation Status](https://readthedocs.org/projects/ansicolortags/badge/?version=latest)](https://deephealthproject.github.io/eddl/) +![GitHub release (latest by date)](https://img.shields.io/github/v/release/deephealthproject/eddl) +![GitHub](https://img.shields.io/github/license/deephealthproject/eddl) +*/ + +This specific section presents and describes the communication system of EDDL developed *ad hoc* to run training procedures in a distributed way. + +## Notice + +**This is very draft version, not ready to be used or tested ** + +**EDDL** is an open source library for Distributed Deep Learning and Tensor Operations in C++ for **CPU**, **GPU** and **FPGA**. EDDL is developed inside the DeepHealth project. For more information about DeepHealth project go to: [deephealth-project.eu](https://deephealth-project.eu/) + + +## EDDL communiation system scheme + +The following: + +- ![Schema of the communication system for the EDDL](images/EDDL-distributed-schema.png) +- ![Flowchart of the Master node](images/Master-Node.png) +- ![Flowchart of Worker nodes](images/Worker-Node.png) +- ![Timeline of network parameters interchange between master node and worker nodes](images/Timeline-in-master-and-worker-nodes.png) + + +## Progress and coverage + +**Not available yet for the communication system** +/* +- [Deep-learning features](https://github.com/deephealthproject/eddl/blob/master/docs/markdown/eddl_progress.md) +- [Tensor features](https://github.com/deephealthproject/eddl/blob/master/docs/markdown/eddl_progress_tensor.md) +*/ + diff --git a/src/distributed/images/EDDL-distributed-schema.png b/src/distributed/images/EDDL-distributed-schema.png new file mode 100644 index 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HcmV?d00001 From c28481d68e55e6174d011d40b0d94bba4d5fbd02 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Mon, 17 Aug 2020 20:00:03 +0200 Subject: [PATCH 04/75] Few updates on src/distributed/README.md modified: src/distributed/README.md --- src/distributed/README.md | 16 +++++----------- 1 file changed, 5 insertions(+), 11 deletions(-) diff --git a/src/distributed/README.md b/src/distributed/README.md index 0837e8dee..ddacbe5d7 100644 --- a/src/distributed/README.md +++ b/src/distributed/README.md @@ -1,11 +1,9 @@ ![DeepHealth logo](images/logo-eddl.png) -/* ![build](https://github.com/deephealthproject/eddl/workflows/build/badge.svg) [![Documentation Status](https://readthedocs.org/projects/ansicolortags/badge/?version=latest)](https://deephealthproject.github.io/eddl/) ![GitHub release (latest by date)](https://img.shields.io/github/v/release/deephealthproject/eddl) ![GitHub](https://img.shields.io/github/license/deephealthproject/eddl) -*/ This specific section presents and describes the communication system of EDDL developed *ad hoc* to run training procedures in a distributed way. @@ -18,19 +16,15 @@ This specific section presents and describes the communication system of EDDL de ## EDDL communiation system scheme -The following: +#### The following figures give a general overview of the communication system: -- ![Schema of the communication system for the EDDL](images/EDDL-distributed-schema.png) -- ![Flowchart of the Master node](images/Master-Node.png) -- ![Flowchart of Worker nodes](images/Worker-Node.png) -- ![Timeline of network parameters interchange between master node and worker nodes](images/Timeline-in-master-and-worker-nodes.png) +- [Schema of the communication system for the EDDL](images/EDDL-distributed-schema.png) +- [Flowchart of the Master node](images/Master-Node.png) +- [Flowchart of Worker nodes](images/Worker-Node.png) +- [Timeline of network parameters interchange between master node and worker nodes](images/Timeline-in-master-and-worker-nodes.png) ## Progress and coverage **Not available yet for the communication system** -/* -- [Deep-learning features](https://github.com/deephealthproject/eddl/blob/master/docs/markdown/eddl_progress.md) -- [Tensor features](https://github.com/deephealthproject/eddl/blob/master/docs/markdown/eddl_progress_tensor.md) -*/ From f68203535b4df6430d872622fe5a0d99905e73ef Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Mon, 17 Aug 2020 20:04:32 +0200 Subject: [PATCH 05/75] Few corrections in src/distributed/README.md modified: src/distributed/README.md --- src/distributed/README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/src/distributed/README.md b/src/distributed/README.md index ddacbe5d7..fbc5848e1 100644 --- a/src/distributed/README.md +++ b/src/distributed/README.md @@ -1,4 +1,4 @@ -![DeepHealth logo](images/logo-eddl.png) +![DeepHealth logo](images/logo-eddl.png){width=60%; height=60%} ![build](https://github.com/deephealthproject/eddl/workflows/build/badge.svg) [![Documentation Status](https://readthedocs.org/projects/ansicolortags/badge/?version=latest)](https://deephealthproject.github.io/eddl/) @@ -18,10 +18,10 @@ This specific section presents and describes the communication system of EDDL de #### The following figures give a general overview of the communication system: -- [Schema of the communication system for the EDDL](images/EDDL-distributed-schema.png) -- [Flowchart of the Master node](images/Master-Node.png) -- [Flowchart of Worker nodes](images/Worker-Node.png) -- [Timeline of network parameters interchange between master node and worker nodes](images/Timeline-in-master-and-worker-nodes.png) +- Schema of the communication system for the EDDL: ![Schema of the communication system for the EDDL](images/EDDL-distributed-schema.png) +- Flowchart of the Master node: ![Flowchart of the Master node](images/Master-Node.png) +- Flowchart of Worker nodes: ![Flowchart of Worker nodes](images/Worker-Node.png) +- Timeline of network parameters interchange between master node and worker nodes: ![Timeline of network parameters interchange between master node and worker nodes](images/Timeline-in-master-and-worker-nodes.png) ## Progress and coverage From 4e8a4dad7264ad86b380f4274a721e1938bbff9b Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Mon, 17 Aug 2020 20:07:35 +0200 Subject: [PATCH 06/75] Few corrections on src/distributed/README.md modified: src/distributed/README.md --- src/distributed/README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/distributed/README.md b/src/distributed/README.md index fbc5848e1..cc46a6978 100644 --- a/src/distributed/README.md +++ b/src/distributed/README.md @@ -1,4 +1,6 @@ -![DeepHealth logo](images/logo-eddl.png){width=60%; height=60%} +

+ EDDL +

![build](https://github.com/deephealthproject/eddl/workflows/build/badge.svg) [![Documentation Status](https://readthedocs.org/projects/ansicolortags/badge/?version=latest)](https://deephealthproject.github.io/eddl/) From a42edf1d1787efaa4f207b95947277f25a96754c Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Mon, 17 Aug 2020 20:10:59 +0200 Subject: [PATCH 07/75] modified src/distributed/README.md modified: src/distributed/README.md --- src/distributed/README.md | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/src/distributed/README.md b/src/distributed/README.md index cc46a6978..705385333 100644 --- a/src/distributed/README.md +++ b/src/distributed/README.md @@ -11,16 +11,14 @@ This specific section presents and describes the communication system of EDDL de ## Notice -**This is very draft version, not ready to be used or tested ** +**This is very draft version, not ready to be used or tested** -**EDDL** is an open source library for Distributed Deep Learning and Tensor Operations in C++ for **CPU**, **GPU** and **FPGA**. EDDL is developed inside the DeepHealth project. For more information about DeepHealth project go to: [deephealth-project.eu](https://deephealth-project.eu/) +## EDDL communiation system -## EDDL communiation system scheme +### The following figures give a general overview of the communication system: -#### The following figures give a general overview of the communication system: - -- Schema of the communication system for the EDDL: ![Schema of the communication system for the EDDL](images/EDDL-distributed-schema.png) +- Diagram of the communication system for the EDDL: ![Diagram of the communication system for the EDDL](images/EDDL-distributed-schema.png) - Flowchart of the Master node: ![Flowchart of the Master node](images/Master-Node.png) - Flowchart of Worker nodes: ![Flowchart of Worker nodes](images/Worker-Node.png) - Timeline of network parameters interchange between master node and worker nodes: ![Timeline of network parameters interchange between master node and worker nodes](images/Timeline-in-master-and-worker-nodes.png) From fe9d0961779f5bded9ba3689e49fc65311218c16 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Mon, 17 Aug 2020 20:11:35 +0200 Subject: [PATCH 08/75] modified src/distributed/README.md modified: src/distributed/README.md --- src/distributed/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/distributed/README.md b/src/distributed/README.md index 705385333..b6831ec01 100644 --- a/src/distributed/README.md +++ b/src/distributed/README.md @@ -14,7 +14,7 @@ This specific section presents and describes the communication system of EDDL de **This is very draft version, not ready to be used or tested** -## EDDL communiation system +## EDDL communication system ### The following figures give a general overview of the communication system: From b9c9a7ff3efb9b3b3fd33720ac7a0e4ac850712b Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Mon, 17 Aug 2020 20:12:48 +0200 Subject: [PATCH 09/75] modified src/distributed/README.md modified: src/distributed/README.md --- src/distributed/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/distributed/README.md b/src/distributed/README.md index b6831ec01..ec2d00bd9 100644 --- a/src/distributed/README.md +++ b/src/distributed/README.md @@ -11,7 +11,7 @@ This specific section presents and describes the communication system of EDDL de ## Notice -**This is very draft version, not ready to be used or tested** +**This is a very draft version, not ready to be used or tested** ## EDDL communication system From c9c9901eae6a6ce276e3383d186346d6ee41c7f6 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Tue, 1 Sep 2020 09:10:44 +0200 Subject: [PATCH 10/75] Diagrams update modified: src/distributed/README.md modified: src/distributed/images/Timeline-in-master-and-worker-nodes.png new file: src/distributed/images/hybrid-graph-2.svg.png --- src/distributed/README.md | 1 + .../Timeline-in-master-and-worker-nodes.png | Bin 682767 -> 1165500 bytes src/distributed/images/hybrid-graph-2.svg.png | Bin 0 -> 236235 bytes 3 files changed, 1 insertion(+) create mode 100644 src/distributed/images/hybrid-graph-2.svg.png diff --git a/src/distributed/README.md b/src/distributed/README.md index ec2d00bd9..e39f5a6dc 100644 --- a/src/distributed/README.md +++ b/src/distributed/README.md @@ -18,6 +18,7 @@ This specific section presents and describes the communication system of EDDL de ### The following figures give a general overview of the communication system: +- Diagram to illustrate report of gradients from worker nodes to the master node and update weights from master node to worker nodes in the EDDL (used in the proposal): ![Distributed Learning flow proposed for the EDDL](images/hybrid-graph-2.svg.png) - Diagram of the communication system for the EDDL: ![Diagram of the communication system for the EDDL](images/EDDL-distributed-schema.png) - Flowchart of the Master node: ![Flowchart of the Master node](images/Master-Node.png) - Flowchart of Worker nodes: ![Flowchart of Worker 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.../source/installation/troubleshoot.rst | 27 ++++++++++ environment.yml | 1 + src/CMakeLists.txt | 49 ++++++++++++++++--- 7 files changed, 94 insertions(+), 29 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index baf33258a..7d6ee334c 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -11,6 +11,7 @@ option(BUILD_PROTOBUF "Compile using Protobuf" ON) option(BUILD_OPENMP "Compile using OpenMP" ON) option(BUILD_HPC "Compile using agressive flags" OFF) option(BUILD_TESTS "Compile tests" ON) +option(BUILD_DIST "Compile for a distributed execution" OFF) option(USE_LOCAL_GTEST "Use the local library to avoid problems derived from the 'One Definition Rule'" ON) option(BUILD_EXAMPLES "Compile examples" ON) option(BUILD_RUNTIME "Compile runtime" ON) diff --git a/cmake/EDDLConfig.cmake.in b/cmake/EDDLConfig.cmake.in index 40f00c6e5..d0b342b89 100644 --- a/cmake/EDDLConfig.cmake.in +++ b/cmake/EDDLConfig.cmake.in @@ -5,6 +5,7 @@ include(CMakeFindDependencyMacro) SET(USE_SUPERBUILD @BUILD_SUPERBUILD@) # Set in parent SET(USE_PROTOBUF @BUILD_PROTOBUF@) # Set in parent SET(USE_OPENMP @USE_OPENMP@) # Modified in a subdirectory +SET(USE_DIST @USE_DIST@) # Modified in a subdirectory SET(USE_CUDA @USE_CUDA@) # Modified in a subdirectory SET(USE_FPGA @USE_FPGA@) # Modified in a subdirectory SET(USE_SYSTEM_EIGEN @USE_SYSTEM_EIGEN@) # Modified in a subdirectory @@ -34,6 +35,11 @@ if(USE_FPGA) find_dependency(OpenCL REQUIRED) endif() +# Distributed +if(USE_DIST) + find_dependency(OpenSSL REQUIRED) +endif() + if(USE_SUPERBUILD) list(APPEND CMAKE_MODULE_PATH "${EP_BASE_DIR}") if(NOT USE_SYSTEM_EIGEN) diff --git a/docs/sphinx/source/installation/build-options.rst b/docs/sphinx/source/installation/build-options.rst index 063dbf3d4..32c946769 100644 --- a/docs/sphinx/source/installation/build-options.rst +++ b/docs/sphinx/source/installation/build-options.rst @@ -12,7 +12,7 @@ If you want to compile with CUDA support, install: - NVIDIA CUDA 9 or above -Also, we highly recommend installing an Anaconda_ environment to manage the external dependencies. You will get a high-quality BLAS library (MKL) and controlled dependency versions regardless of your system. +Also, we highly recommend installing an Anaconda_ environment to manage external dependencies. You will get a high-quality BLAS library (MKL) and controlled dependency versions regardless of your system. Once you have Anaconda_ installed, you can create and activate our environment by running the following commands **from the source directory**: @@ -31,6 +31,7 @@ If you decide to manually install these dependencies in your system (make sure t - zlib=1.2.* - protobuf=3.11.* - cudatoolkit + - openssl - gtest - graphviz # Build & Run - wget @@ -75,7 +76,7 @@ To build the EDDL, you will need a recent version of cmake. Then, run the follow Backend support ^^^^^^^^^^^^^^^ -You can choose the hardware for which the EDDL will be compiled. By default it is compile for ``GPU``, and if it is +You can choose the hardware for which the EDDL will be compiled. By default it is compiled for ``GPU``, and if it is not found (or CUDA), it is automatically disabled so that it can run of CPU (although a cmake message will be prompted). - **CPU support:** If you want to compile it for CPU, use the following cmake option: @@ -86,7 +87,7 @@ not found (or CUDA), it is automatically disabled so that it can run of CPU (alt .. note:: - Backup option for when there is no GPU, or CUDA is not found. + A backup option for when there is no GPU, or CUDA is not found. - **GPU (CUDA) support:** If you have CUDA installed, the EDDL will automatically be compiled for GPU. Additionally, you can force it's use with the following cmake option: @@ -115,8 +116,7 @@ not found (or CUDA), it is automatically disabled so that it can run of CPU (alt Additional flags ^^^^^^^^^^^^^^^^ -These flags can enable/disable features of the EDDL so that you can optimized and -troubleshoot the compilation process (see: :doc:``troubleshoot``). +These flags can enable/disable features of the EDDL so that you can optimize and troubleshoot the compilation process (see: :doc:``troubleshoot``). - **Prefix path:** Semicolon-separated list of directories specifying installation prefixes to be searched by the ``find_package()``, ``find_program()``, ``find_library()``, ``find_file()``, and ``find_path()`` commands. @@ -145,7 +145,7 @@ troubleshoot the compilation process (see: :doc:``troubleshoot``). .. note:: - On MacOS we recommend to use ``clang`` to avoid problems with OpenMP + On MacOS we recommend using ``clang`` to avoid problems with OpenMP - **CUDA compiler:** If cmake have problems finding your cuda compiler, try setting ``CMAKE_CUDA_COMPILER``, such as: @@ -206,7 +206,7 @@ troubleshoot the compilation process (see: :doc:``troubleshoot``). Enabled by default -- **Use local gtest:** Uses the local copy of the gtest repository as fail-safe. Ignored if using superbuild. +- **Use local gtest:** Uses the local copy of the gtest repository as a fail-safe. Ignored if using superbuild. .. code:: bash @@ -217,7 +217,7 @@ troubleshoot the compilation process (see: :doc:``troubleshoot``). Enabled by default. Why this? Because the Google C++ Testing Framework uses conditional compilation for some things. - Because of the C++ "One Definition Rule", gtest must be compiled with exactly the same flags as + Because of the C++ "One Definition Rule", gtest must be compiled with the same flags as your C++ code under test. Therefore, to avoid or fix potential problems, we have provide you with this flag in advance. @@ -266,6 +266,15 @@ troubleshoot the compilation process (see: :doc:``troubleshoot``). If you want to distribute the resulting shared library, you should use the flag ``-DBUILD_SUPERBUILD=ON`` so that we can make specific tunings to our dependencies. +- **Build distributed:** To let the EDDL work in a distributed mode, use the setting ``BUILD_DIST``: + +.. code:: bash + + -DBUILD_DIST=ON + +.. note:: + + Enabled by default. .. _Anaconda: https://docs.conda.io/en/latest/miniconda.html .. _Eigen3: http://eigen.tuxfamily.org/index.php?title=Main_Page diff --git a/docs/sphinx/source/installation/faq.rst b/docs/sphinx/source/installation/faq.rst index e84fdf2cf..708fedb4a 100644 --- a/docs/sphinx/source/installation/faq.rst +++ b/docs/sphinx/source/installation/faq.rst @@ -25,19 +25,5 @@ Yes, we offer several memory levels to control the memory-speed trade-off. These - ``low_mem``: Optimized for hardware with restricted memory capabilities. -Is it faster than PyTorch/TensorFlow/etc ----------------------------------------- - -Depends... Generally, there are many nuances so that a high-performance can be achieved (see benchmark section) and many of -those nuances are strongly tied to the classical memory-speed trade-off. To sum up, matrix multiplications on the CPU -are a 300% faster than their TensorFlow counterpart. Convolution times on GPU (no cuDNN) are slightly faster than on the -EDDL than PyTorch (210ms vs. 246ms), and using cuDNN will get the cuDNN performance. - - -Is it more memory-efficient than PyTorch/TensorFlow/etc -------------------------------------------------------- - -Depends on your memory setting (see the "Can I control the memory consumption?" answer). - .. _PyEDDL: https://github.com/deephealthproject/pyeddl \ No newline at end of file diff --git a/docs/sphinx/source/installation/troubleshoot.rst b/docs/sphinx/source/installation/troubleshoot.rst index d20193ba7..4397b1571 100644 --- a/docs/sphinx/source/installation/troubleshoot.rst +++ b/docs/sphinx/source/installation/troubleshoot.rst @@ -45,6 +45,33 @@ As a last resort, you can always disable OpenMP and use the EDDL, by making use +OpenSSL +------- + +If you cannot compile the EDDL using the distributed mode due to OpenSSL, you might try these things: + +First, make you you have OpenSSL installed: + +- Ubuntu/Debian: ``sudo apt-get install libcrypto++-dev libssl-dev`` +- MacOS: ``brew install openssl`` + +If this does not work, check if the following paths are correctly setup: + +.. code:: bash + + # NOTE: This is a copy-paste from "brew", but for linux should be quite similar. + + If you need to have openssl@1.1 first in your PATH run: + echo 'export PATH="/usr/local/opt/openssl@1.1/bin:$PATH"' >> ~/.zshrc + + For compilers to find openssl@1.1 you may need to set: + export LDFLAGS="-L/usr/local/opt/openssl@1.1/lib" + export CPPFLAGS="-I/usr/local/opt/openssl@1.1/include" + + For pkg-config to find openssl@1.1 you may need to set: + export PKG_CONFIG_PATH="/usr/local/opt/openssl@1.1/lib/pkgconfig" + + (MacOS) Undefined symbols for architecture x86_64 -------------------------------------------------- diff --git a/environment.yml b/environment.yml index b1f72858b..ab69ad5ed 100644 --- a/environment.yml +++ b/environment.yml @@ -9,6 +9,7 @@ dependencies: - zlib=1.2.* - protobuf=3.11.* - cudatoolkit + - openssl - gtest - graphviz # Build & Run - wget diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index b71565924..cee2ce32e 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -11,6 +11,7 @@ set_property(CACHE BUILD_TARGET PROPERTY STRINGS CPU GPU FPGA) # Initializations (Local's scope) SET(USE_OPENMP OFF) +SET(USE_DIST OFF) SET(USE_CUDA OFF) SET(USE_FPGA OFF) @@ -156,8 +157,6 @@ if(BUILD_PROTOBUF) target_include_directories(${PROJECT_NAME} PUBLIC $) # target_link_directories(${PROJECT_NAME} PRIVATE ${Protobuf_LIBRARIES_DIRS}) target_link_libraries(${PROJECT_NAME} PUBLIC ${Protobuf_LIBRARIES}) - target_link_libraries(${PROJECT_NAME} PUBLIC ssl) # added by Jon 2020-08-17 - target_link_libraries(${PROJECT_NAME} PUBLIC crypto) # added by Jon 2020-08-17 if(MSVC) target_link_libraries(${PROJECT_NAME} PUBLIC @@ -218,6 +217,34 @@ endif() SET(USE_OPENMP ${USE_OPENMP} PARENT_SCOPE) # Parent's scope +# Build for distributed system +if(BUILD_DIST) + # Force the use of static libraries + if(NOT BUILD_SHARED_LIBS) + SET(OPENSSL_USE_STATIC_LIBS TRUE) + endif() + + # Search OpenSSL (option 1) + #find_package(OpenSSL) # There are some problems with this option + + # Search OpenSSL (option 2) + find_package(PkgConfig REQUIRED) + pkg_search_module(OPENSSL REQUIRED openssl) + + # Add OpenSSL + if (OPENSSL_FOUND) + target_include_directories(${PROJECT_NAME} PUBLIC $) + target_link_libraries(${PROJECT_NAME} PUBLIC ${OPENSSL_LIBRARIES}) + SET(USE_DIST ON) # Local's scope + else() + message(WARNING "OpenSSL not found but requested during compilation. (Falling back to: '-D BUILD_DIST=OFF') + Hint: Install OpenSSL") + endif() + +endif() +SET(USE_DIST ${USE_DIST} PARENT_SCOPE) # Parent's scope + + # CUDA if(USE_CUDA) include(CheckLanguage) @@ -387,7 +414,7 @@ message(STATUS "-------------------------------------------" ) message(STATUS "FPGA enabled: " ${USE_FPGA} ) if(USE_FPGA) message(STATUS "OpenCL version: " ${OpenCL_VERSION_MAJOR} ) -message(STATUS "OpenCL include: " ${OpenCL_INCLUDE_DIRS} ) +message(STATUS "OpenCL include directory: " ${OpenCL_INCLUDE_DIRS} ) message(STATUS "OpenCL libraries: " ${OpenCL_LIBRARIES} ) endif() message(STATUS "-------------------------------------------" ) @@ -399,23 +426,31 @@ message(STATUS "OpenMP pthread library: " ${OpenMP_pthread_LIBRARY} ) endif() message(STATUS "-------------------------------------------" ) message(STATUS "Eigen3 dir: " ${Eigen3_DIR} ) -message(STATUS "Eigen3 include: " ${EIGEN3_INCLUDE_DIR} ) +message(STATUS "Eigen3 include directory: " ${EIGEN3_INCLUDE_DIR} ) message(STATUS "-------------------------------------------" ) #message(STATUS "ZLIB root: " ${ZLIB_ROOT} ) -#message(STATUS "ZLIB include: " ${ZLIB_INCLUDE_DIRS} ) +#message(STATUS "ZLIB include directory: " ${ZLIB_INCLUDE_DIRS} ) #message(STATUS "ZLIB libraries: " ${ZLIB_LIBRARIES} ) #message(STATUS "-------------------------------------------" ) message(STATUS "Use Protobuf: " ${BUILD_PROTOBUF} ) if(BUILD_PROTOBUF) message(STATUS "Protobuf dir: " ${Protobuf_DIR} ) -message(STATUS "Protobuf include: " ${Protobuf_INCLUDE_DIRS} ) +message(STATUS "Protobuf include directory: " ${Protobuf_INCLUDE_DIRS} ) message(STATUS "Protobuf libraries: " ${Protobuf_LIBRARIES} ) message(STATUS "Protobuf compiler: " ${Protobuf_PROTOC_EXECUTABLE} ) endif() +message(STATUS "-------------------------------------------" ) +message(STATUS "Use distributed: " ${BUILD_DIST} ) +if(BUILD_DIST) + message(STATUS "OpenSSL version: " ${OPENSSL_VERSION} ) + message(STATUS "OpenSSL include directory: " ${OPENSSL_INCLUDE_DIR} ) + message(STATUS "OpenSSL SSL library: " ${OPENSSL_SSL_LIBRARY} ) + message(STATUS "OpenSSL crypto library: " ${OPENSSL_CRYPTO_LIBRARY} ) +endif() if(WIN32) message(STATUS "-------------------------------------------" ) message(STATUS "Pthreads dir: " ${PTHREADS_INSTALL_PATH} ) -message(STATUS "Pthreads include: " ${PTHREADS_INSTALL_PATH}/include ) +message(STATUS "Pthreads include directory: " ${PTHREADS_INSTALL_PATH}/include ) message(STATUS "Pthreads libraries: " ${PTHREADS_INSTALL_PATH}/lib ) endif() message(STATUS "===========================================" ) From 6e2a582e4a1b909a51b1c3126a3c17fd12433436 Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Fri, 4 Sep 2020 11:37:49 +0200 Subject: [PATCH 12/75] Minor fix summary --- src/CMakeLists.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index cee2ce32e..ca7f43a4c 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -443,7 +443,7 @@ message(STATUS "-------------------------------------------" ) message(STATUS "Use distributed: " ${BUILD_DIST} ) if(BUILD_DIST) message(STATUS "OpenSSL version: " ${OPENSSL_VERSION} ) - message(STATUS "OpenSSL include directory: " ${OPENSSL_INCLUDE_DIR} ) + message(STATUS "OpenSSL include directory: " ${OPENSSL_INCLUDE_DIRS} ) message(STATUS "OpenSSL SSL library: " ${OPENSSL_SSL_LIBRARY} ) message(STATUS "OpenSSL crypto library: " ${OPENSSL_CRYPTO_LIBRARY} ) endif() From 4f7fdc9f102f91cdeb4ce1efb1559a14762e2710 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Wed, 21 Oct 2020 16:14:21 +0200 Subject: [PATCH 13/75] onnx.pb.h modified: src/serialization/onnx/onnx.pb.h --- src/serialization/onnx/onnx.pb.h | 2453 +++++++----------------------- 1 file changed, 572 insertions(+), 1881 deletions(-) diff --git a/src/serialization/onnx/onnx.pb.h b/src/serialization/onnx/onnx.pb.h index 902e19e06..5313a753d 100644 --- a/src/serialization/onnx/onnx.pb.h +++ b/src/serialization/onnx/onnx.pb.h @@ -8,16 +8,12 @@ #include #include -#if PROTOBUF_VERSION < 3012000 +#if PROTOBUF_VERSION < 3011000 #error This file was generated by a newer version of protoc which is #error incompatible with your Protocol Buffer headers. Please update #error your headers. #endif -<<<<<<< HEAD -#if 3012004 < PROTOBUF_MIN_PROTOC_VERSION -======= -#if 3011002 < PROTOBUF_MIN_PROTOC_VERSION ->>>>>>> 1f3914f39c29299d763d08d4a4bd005073824a66 +#if 3011004 < PROTOBUF_MIN_PROTOC_VERSION #error This file was generated by an older version of protoc which is #error incompatible with your Protocol Buffer headers. Please #error regenerate this file with a newer version of protoc. @@ -30,7 +26,7 @@ #include #include #include -#include +#include #include #include #include // IWYU pragma: export @@ -258,10 +254,10 @@ inline bool Version_Parse( } // =================================================================== -class AttributeProto PROTOBUF_FINAL : +class AttributeProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.AttributeProto) */ { public: - inline AttributeProto() : AttributeProto(nullptr) {}; + AttributeProto(); virtual ~AttributeProto(); AttributeProto(const AttributeProto& from); @@ -275,7 +271,7 @@ class AttributeProto PROTOBUF_FINAL : return *this; } inline AttributeProto& operator=(AttributeProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -284,10 +280,10 @@ class AttributeProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -314,15 +310,6 @@ class AttributeProto PROTOBUF_FINAL : } inline void Swap(AttributeProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(AttributeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -357,11 +344,13 @@ class AttributeProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.AttributeProto"; } - protected: - explicit AttributeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -583,15 +572,6 @@ class AttributeProto PROTOBUF_FINAL : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_name(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_name( - std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -612,15 +592,6 @@ class AttributeProto PROTOBUF_FINAL : std::string* mutable_s(); std::string* release_s(); void set_allocated_s(std::string* s); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_s(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_s( - std::string* s); private: const std::string& _internal_s() const; void _internal_set_s(const std::string& value); @@ -641,15 +612,6 @@ class AttributeProto PROTOBUF_FINAL : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_doc_string(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_doc_string( - std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -670,15 +632,6 @@ class AttributeProto PROTOBUF_FINAL : std::string* mutable_ref_attr_name(); std::string* release_ref_attr_name(); void set_allocated_ref_attr_name(std::string* ref_attr_name); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_ref_attr_name(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_ref_attr_name( - std::string* ref_attr_name); private: const std::string& _internal_ref_attr_name() const; void _internal_set_ref_attr_name(const std::string& value); @@ -699,9 +652,6 @@ class AttributeProto PROTOBUF_FINAL : const ::onnx::TensorProto& _internal_t() const; ::onnx::TensorProto* _internal_mutable_t(); public: - void unsafe_arena_set_allocated_t( - ::onnx::TensorProto* t); - ::onnx::TensorProto* unsafe_arena_release_t(); // optional .onnx.GraphProto g = 6; bool has_g() const; @@ -717,9 +667,6 @@ class AttributeProto PROTOBUF_FINAL : const ::onnx::GraphProto& _internal_g() const; ::onnx::GraphProto* _internal_mutable_g(); public: - void unsafe_arena_set_allocated_g( - ::onnx::GraphProto* g); - ::onnx::GraphProto* unsafe_arena_release_g(); // optional .onnx.SparseTensorProto sparse_tensor = 22; bool has_sparse_tensor() const; @@ -735,9 +682,6 @@ class AttributeProto PROTOBUF_FINAL : const ::onnx::SparseTensorProto& _internal_sparse_tensor() const; ::onnx::SparseTensorProto* _internal_mutable_sparse_tensor(); public: - void unsafe_arena_set_allocated_sparse_tensor( - ::onnx::SparseTensorProto* sparse_tensor); - ::onnx::SparseTensorProto* unsafe_arena_release_sparse_tensor(); // optional int64 i = 3; bool has_i() const; @@ -782,9 +726,7 @@ class AttributeProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< float > floats_; @@ -807,10 +749,10 @@ class AttributeProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class ValueInfoProto PROTOBUF_FINAL : +class ValueInfoProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.ValueInfoProto) */ { public: - inline ValueInfoProto() : ValueInfoProto(nullptr) {}; + ValueInfoProto(); virtual ~ValueInfoProto(); ValueInfoProto(const ValueInfoProto& from); @@ -824,7 +766,7 @@ class ValueInfoProto PROTOBUF_FINAL : return *this; } inline ValueInfoProto& operator=(ValueInfoProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -833,10 +775,10 @@ class ValueInfoProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -863,15 +805,6 @@ class ValueInfoProto PROTOBUF_FINAL : } inline void Swap(ValueInfoProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(ValueInfoProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -906,11 +839,13 @@ class ValueInfoProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.ValueInfoProto"; } - protected: - explicit ValueInfoProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -945,15 +880,6 @@ class ValueInfoProto PROTOBUF_FINAL : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_name(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_name( - std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -974,15 +900,6 @@ class ValueInfoProto PROTOBUF_FINAL : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_doc_string(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_doc_string( - std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -1003,17 +920,12 @@ class ValueInfoProto PROTOBUF_FINAL : const ::onnx::TypeProto& _internal_type() const; ::onnx::TypeProto* _internal_mutable_type(); public: - void unsafe_arena_set_allocated_type( - ::onnx::TypeProto* type); - ::onnx::TypeProto* unsafe_arena_release_type(); // @@protoc_insertion_point(class_scope:onnx.ValueInfoProto) private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr name_; @@ -1023,10 +935,10 @@ class ValueInfoProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class NodeProto PROTOBUF_FINAL : +class NodeProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.NodeProto) */ { public: - inline NodeProto() : NodeProto(nullptr) {}; + NodeProto(); virtual ~NodeProto(); NodeProto(const NodeProto& from); @@ -1040,7 +952,7 @@ class NodeProto PROTOBUF_FINAL : return *this; } inline NodeProto& operator=(NodeProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1049,10 +961,10 @@ class NodeProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1079,15 +991,6 @@ class NodeProto PROTOBUF_FINAL : } inline void Swap(NodeProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(NodeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1122,11 +1025,13 @@ class NodeProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.NodeProto"; } - protected: - explicit NodeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1231,15 +1136,6 @@ class NodeProto PROTOBUF_FINAL : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_name(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_name( - std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -1260,15 +1156,6 @@ class NodeProto PROTOBUF_FINAL : std::string* mutable_op_type(); std::string* release_op_type(); void set_allocated_op_type(std::string* op_type); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_op_type(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_op_type( - std::string* op_type); private: const std::string& _internal_op_type() const; void _internal_set_op_type(const std::string& value); @@ -1289,15 +1176,6 @@ class NodeProto PROTOBUF_FINAL : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_doc_string(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_doc_string( - std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -1318,15 +1196,6 @@ class NodeProto PROTOBUF_FINAL : std::string* mutable_domain(); std::string* release_domain(); void set_allocated_domain(std::string* domain); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_domain(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_domain( - std::string* domain); private: const std::string& _internal_domain() const; void _internal_set_domain(const std::string& value); @@ -1337,9 +1206,7 @@ class NodeProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField input_; @@ -1353,10 +1220,10 @@ class NodeProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class ModelProto PROTOBUF_FINAL : +class ModelProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.ModelProto) */ { public: - inline ModelProto() : ModelProto(nullptr) {}; + ModelProto(); virtual ~ModelProto(); ModelProto(const ModelProto& from); @@ -1370,7 +1237,7 @@ class ModelProto PROTOBUF_FINAL : return *this; } inline ModelProto& operator=(ModelProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1379,10 +1246,10 @@ class ModelProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1409,15 +1276,6 @@ class ModelProto PROTOBUF_FINAL : } inline void Swap(ModelProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(ModelProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1452,11 +1310,13 @@ class ModelProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.ModelProto"; } - protected: - explicit ModelProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1533,15 +1393,6 @@ class ModelProto PROTOBUF_FINAL : std::string* mutable_producer_name(); std::string* release_producer_name(); void set_allocated_producer_name(std::string* producer_name); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_producer_name(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_producer_name( - std::string* producer_name); private: const std::string& _internal_producer_name() const; void _internal_set_producer_name(const std::string& value); @@ -1562,15 +1413,6 @@ class ModelProto PROTOBUF_FINAL : std::string* mutable_producer_version(); std::string* release_producer_version(); void set_allocated_producer_version(std::string* producer_version); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_producer_version(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_producer_version( - std::string* producer_version); private: const std::string& _internal_producer_version() const; void _internal_set_producer_version(const std::string& value); @@ -1591,15 +1433,6 @@ class ModelProto PROTOBUF_FINAL : std::string* mutable_domain(); std::string* release_domain(); void set_allocated_domain(std::string* domain); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_domain(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_domain( - std::string* domain); private: const std::string& _internal_domain() const; void _internal_set_domain(const std::string& value); @@ -1620,15 +1453,6 @@ class ModelProto PROTOBUF_FINAL : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_doc_string(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_doc_string( - std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -1649,9 +1473,6 @@ class ModelProto PROTOBUF_FINAL : const ::onnx::GraphProto& _internal_graph() const; ::onnx::GraphProto* _internal_mutable_graph(); public: - void unsafe_arena_set_allocated_graph( - ::onnx::GraphProto* graph); - ::onnx::GraphProto* unsafe_arena_release_graph(); // optional int64 ir_version = 1; bool has_ir_version() const; @@ -1683,9 +1504,7 @@ class ModelProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::OperatorSetIdProto > opset_import_; @@ -1701,10 +1520,10 @@ class ModelProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class StringStringEntryProto PROTOBUF_FINAL : +class StringStringEntryProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.StringStringEntryProto) */ { public: - inline StringStringEntryProto() : StringStringEntryProto(nullptr) {}; + StringStringEntryProto(); virtual ~StringStringEntryProto(); StringStringEntryProto(const StringStringEntryProto& from); @@ -1718,7 +1537,7 @@ class StringStringEntryProto PROTOBUF_FINAL : return *this; } inline StringStringEntryProto& operator=(StringStringEntryProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1727,10 +1546,10 @@ class StringStringEntryProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1757,15 +1576,6 @@ class StringStringEntryProto PROTOBUF_FINAL : } inline void Swap(StringStringEntryProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(StringStringEntryProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1800,11 +1610,13 @@ class StringStringEntryProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.StringStringEntryProto"; } - protected: - explicit StringStringEntryProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1838,15 +1650,6 @@ class StringStringEntryProto PROTOBUF_FINAL : std::string* mutable_key(); std::string* release_key(); void set_allocated_key(std::string* key); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_key(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_key( - std::string* key); private: const std::string& _internal_key() const; void _internal_set_key(const std::string& value); @@ -1867,15 +1670,6 @@ class StringStringEntryProto PROTOBUF_FINAL : std::string* mutable_value(); std::string* release_value(); void set_allocated_value(std::string* value); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_value(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_value( - std::string* value); private: const std::string& _internal_value() const; void _internal_set_value(const std::string& value); @@ -1886,9 +1680,7 @@ class StringStringEntryProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr key_; @@ -1897,10 +1689,10 @@ class StringStringEntryProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorAnnotation PROTOBUF_FINAL : +class TensorAnnotation : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorAnnotation) */ { public: - inline TensorAnnotation() : TensorAnnotation(nullptr) {}; + TensorAnnotation(); virtual ~TensorAnnotation(); TensorAnnotation(const TensorAnnotation& from); @@ -1914,7 +1706,7 @@ class TensorAnnotation PROTOBUF_FINAL : return *this; } inline TensorAnnotation& operator=(TensorAnnotation&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1923,10 +1715,10 @@ class TensorAnnotation PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1953,15 +1745,6 @@ class TensorAnnotation PROTOBUF_FINAL : } inline void Swap(TensorAnnotation* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorAnnotation* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1996,11 +1779,13 @@ class TensorAnnotation PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorAnnotation"; } - protected: - explicit TensorAnnotation(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2052,15 +1837,6 @@ class TensorAnnotation PROTOBUF_FINAL : std::string* mutable_tensor_name(); std::string* release_tensor_name(); void set_allocated_tensor_name(std::string* tensor_name); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_tensor_name(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_tensor_name( - std::string* tensor_name); private: const std::string& _internal_tensor_name() const; void _internal_set_tensor_name(const std::string& value); @@ -2071,9 +1847,7 @@ class TensorAnnotation PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::StringStringEntryProto > quant_parameter_tensor_names_; @@ -2082,10 +1856,10 @@ class TensorAnnotation PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class GraphProto PROTOBUF_FINAL : +class GraphProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.GraphProto) */ { public: - inline GraphProto() : GraphProto(nullptr) {}; + GraphProto(); virtual ~GraphProto(); GraphProto(const GraphProto& from); @@ -2099,7 +1873,7 @@ class GraphProto PROTOBUF_FINAL : return *this; } inline GraphProto& operator=(GraphProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2108,10 +1882,10 @@ class GraphProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2138,15 +1912,6 @@ class GraphProto PROTOBUF_FINAL : } inline void Swap(GraphProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(GraphProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2181,11 +1946,13 @@ class GraphProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.GraphProto"; } - protected: - explicit GraphProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2352,15 +2119,6 @@ class GraphProto PROTOBUF_FINAL : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_name(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_name( - std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -2381,15 +2139,6 @@ class GraphProto PROTOBUF_FINAL : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_doc_string(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_doc_string( - std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -2400,9 +2149,7 @@ class GraphProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::NodeProto > node_; @@ -2418,10 +2165,10 @@ class GraphProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorProto_Segment PROTOBUF_FINAL : +class TensorProto_Segment : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorProto.Segment) */ { public: - inline TensorProto_Segment() : TensorProto_Segment(nullptr) {}; + TensorProto_Segment(); virtual ~TensorProto_Segment(); TensorProto_Segment(const TensorProto_Segment& from); @@ -2435,7 +2182,7 @@ class TensorProto_Segment PROTOBUF_FINAL : return *this; } inline TensorProto_Segment& operator=(TensorProto_Segment&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2444,10 +2191,10 @@ class TensorProto_Segment PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2474,15 +2221,6 @@ class TensorProto_Segment PROTOBUF_FINAL : } inline void Swap(TensorProto_Segment* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorProto_Segment* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2517,11 +2255,13 @@ class TensorProto_Segment PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorProto.Segment"; } - protected: - explicit TensorProto_Segment(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2571,9 +2311,7 @@ class TensorProto_Segment PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::int64 begin_; @@ -2582,10 +2320,10 @@ class TensorProto_Segment PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorProto PROTOBUF_FINAL : +class TensorProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorProto) */ { public: - inline TensorProto() : TensorProto(nullptr) {}; + TensorProto(); virtual ~TensorProto(); TensorProto(const TensorProto& from); @@ -2599,7 +2337,7 @@ class TensorProto PROTOBUF_FINAL : return *this; } inline TensorProto& operator=(TensorProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2608,10 +2346,10 @@ class TensorProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2638,15 +2376,6 @@ class TensorProto PROTOBUF_FINAL : } inline void Swap(TensorProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2681,11 +2410,13 @@ class TensorProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorProto"; } - protected: - explicit TensorProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2997,15 +2728,6 @@ class TensorProto PROTOBUF_FINAL : std::string* mutable_name(); std::string* release_name(); void set_allocated_name(std::string* name); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_name(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_name( - std::string* name); private: const std::string& _internal_name() const; void _internal_set_name(const std::string& value); @@ -3026,15 +2748,6 @@ class TensorProto PROTOBUF_FINAL : std::string* mutable_raw_data(); std::string* release_raw_data(); void set_allocated_raw_data(std::string* raw_data); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_raw_data(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_raw_data( - std::string* raw_data); private: const std::string& _internal_raw_data() const; void _internal_set_raw_data(const std::string& value); @@ -3055,15 +2768,6 @@ class TensorProto PROTOBUF_FINAL : std::string* mutable_doc_string(); std::string* release_doc_string(); void set_allocated_doc_string(std::string* doc_string); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_doc_string(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_doc_string( - std::string* doc_string); private: const std::string& _internal_doc_string() const; void _internal_set_doc_string(const std::string& value); @@ -3084,9 +2788,6 @@ class TensorProto PROTOBUF_FINAL : const ::onnx::TensorProto_Segment& _internal_segment() const; ::onnx::TensorProto_Segment* _internal_mutable_segment(); public: - void unsafe_arena_set_allocated_segment( - ::onnx::TensorProto_Segment* segment); - ::onnx::TensorProto_Segment* unsafe_arena_release_segment(); // optional int32 data_type = 2; bool has_data_type() const; @@ -3118,9 +2819,7 @@ class TensorProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< ::PROTOBUF_NAMESPACE_ID::int64 > dims_; @@ -3146,10 +2845,10 @@ class TensorProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class SparseTensorProto PROTOBUF_FINAL : +class SparseTensorProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.SparseTensorProto) */ { public: - inline SparseTensorProto() : SparseTensorProto(nullptr) {}; + SparseTensorProto(); virtual ~SparseTensorProto(); SparseTensorProto(const SparseTensorProto& from); @@ -3163,7 +2862,7 @@ class SparseTensorProto PROTOBUF_FINAL : return *this; } inline SparseTensorProto& operator=(SparseTensorProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3172,10 +2871,10 @@ class SparseTensorProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3202,15 +2901,6 @@ class SparseTensorProto PROTOBUF_FINAL : } inline void Swap(SparseTensorProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(SparseTensorProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3245,11 +2935,13 @@ class SparseTensorProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.SparseTensorProto"; } - protected: - explicit SparseTensorProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3306,9 +2998,6 @@ class SparseTensorProto PROTOBUF_FINAL : const ::onnx::TensorProto& _internal_values() const; ::onnx::TensorProto* _internal_mutable_values(); public: - void unsafe_arena_set_allocated_values( - ::onnx::TensorProto* values); - ::onnx::TensorProto* unsafe_arena_release_values(); // optional .onnx.TensorProto indices = 2; bool has_indices() const; @@ -3324,17 +3013,12 @@ class SparseTensorProto PROTOBUF_FINAL : const ::onnx::TensorProto& _internal_indices() const; ::onnx::TensorProto* _internal_mutable_indices(); public: - void unsafe_arena_set_allocated_indices( - ::onnx::TensorProto* indices); - ::onnx::TensorProto* unsafe_arena_release_indices(); // @@protoc_insertion_point(class_scope:onnx.SparseTensorProto) private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< ::PROTOBUF_NAMESPACE_ID::int64 > dims_; @@ -3344,10 +3028,10 @@ class SparseTensorProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorShapeProto_Dimension PROTOBUF_FINAL : +class TensorShapeProto_Dimension : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorShapeProto.Dimension) */ { public: - inline TensorShapeProto_Dimension() : TensorShapeProto_Dimension(nullptr) {}; + TensorShapeProto_Dimension(); virtual ~TensorShapeProto_Dimension(); TensorShapeProto_Dimension(const TensorShapeProto_Dimension& from); @@ -3361,7 +3045,7 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : return *this; } inline TensorShapeProto_Dimension& operator=(TensorShapeProto_Dimension&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3370,10 +3054,10 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3406,15 +3090,6 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : } inline void Swap(TensorShapeProto_Dimension* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorShapeProto_Dimension* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3449,11 +3124,13 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorShapeProto.Dimension"; } - protected: - explicit TensorShapeProto_Dimension(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3488,22 +3165,13 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : std::string* mutable_denotation(); std::string* release_denotation(); void set_allocated_denotation(std::string* denotation); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_denotation(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_denotation( - std::string* denotation); private: const std::string& _internal_denotation() const; void _internal_set_denotation(const std::string& value); std::string* _internal_mutable_denotation(); public: - // int64 dim_value = 1; + // optional int64 dim_value = 1; bool has_dim_value() const; private: bool _internal_has_dim_value() const; @@ -3516,7 +3184,7 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : void _internal_set_dim_value(::PROTOBUF_NAMESPACE_ID::int64 value); public: - // string dim_param = 2; + // optional string dim_param = 2; bool has_dim_param() const; private: bool _internal_has_dim_param() const; @@ -3530,15 +3198,6 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : std::string* mutable_dim_param(); std::string* release_dim_param(); void set_allocated_dim_param(std::string* dim_param); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_dim_param(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_dim_param( - std::string* dim_param); private: const std::string& _internal_dim_param() const; void _internal_set_dim_param(const std::string& value); @@ -3556,9 +3215,7 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : inline bool has_value() const; inline void clear_has_value(); - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr denotation_; @@ -3573,10 +3230,10 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorShapeProto PROTOBUF_FINAL : +class TensorShapeProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorShapeProto) */ { public: - inline TensorShapeProto() : TensorShapeProto(nullptr) {}; + TensorShapeProto(); virtual ~TensorShapeProto(); TensorShapeProto(const TensorShapeProto& from); @@ -3590,7 +3247,7 @@ class TensorShapeProto PROTOBUF_FINAL : return *this; } inline TensorShapeProto& operator=(TensorShapeProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3599,10 +3256,10 @@ class TensorShapeProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3629,15 +3286,6 @@ class TensorShapeProto PROTOBUF_FINAL : } inline void Swap(TensorShapeProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorShapeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3672,11 +3320,13 @@ class TensorShapeProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorShapeProto"; } - protected: - explicit TensorShapeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3719,19 +3369,18 @@ class TensorShapeProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::TensorShapeProto_Dimension > dim_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; + ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::TensorShapeProto_Dimension > dim_; friend struct ::TableStruct_onnx_2eproto; }; // ------------------------------------------------------------------- -class TypeProto_Tensor PROTOBUF_FINAL : +class TypeProto_Tensor : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Tensor) */ { public: - inline TypeProto_Tensor() : TypeProto_Tensor(nullptr) {}; + TypeProto_Tensor(); virtual ~TypeProto_Tensor(); TypeProto_Tensor(const TypeProto_Tensor& from); @@ -3745,7 +3394,7 @@ class TypeProto_Tensor PROTOBUF_FINAL : return *this; } inline TypeProto_Tensor& operator=(TypeProto_Tensor&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3754,10 +3403,10 @@ class TypeProto_Tensor PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3784,15 +3433,6 @@ class TypeProto_Tensor PROTOBUF_FINAL : } inline void Swap(TypeProto_Tensor* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TypeProto_Tensor* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3827,11 +3467,13 @@ class TypeProto_Tensor PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Tensor"; } - protected: - explicit TypeProto_Tensor(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3865,9 +3507,6 @@ class TypeProto_Tensor PROTOBUF_FINAL : const ::onnx::TensorShapeProto& _internal_shape() const; ::onnx::TensorShapeProto* _internal_mutable_shape(); public: - void unsafe_arena_set_allocated_shape( - ::onnx::TensorShapeProto* shape); - ::onnx::TensorShapeProto* unsafe_arena_release_shape(); // optional int32 elem_type = 1; bool has_elem_type() const; @@ -3886,9 +3525,7 @@ class TypeProto_Tensor PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TensorShapeProto* shape_; @@ -3897,10 +3534,10 @@ class TypeProto_Tensor PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TypeProto_Sequence PROTOBUF_FINAL : +class TypeProto_Sequence : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Sequence) */ { public: - inline TypeProto_Sequence() : TypeProto_Sequence(nullptr) {}; + TypeProto_Sequence(); virtual ~TypeProto_Sequence(); TypeProto_Sequence(const TypeProto_Sequence& from); @@ -3914,7 +3551,7 @@ class TypeProto_Sequence PROTOBUF_FINAL : return *this; } inline TypeProto_Sequence& operator=(TypeProto_Sequence&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3923,10 +3560,10 @@ class TypeProto_Sequence PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3953,15 +3590,6 @@ class TypeProto_Sequence PROTOBUF_FINAL : } inline void Swap(TypeProto_Sequence* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TypeProto_Sequence* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3996,11 +3624,13 @@ class TypeProto_Sequence PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Sequence"; } - protected: - explicit TypeProto_Sequence(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -4033,17 +3663,12 @@ class TypeProto_Sequence PROTOBUF_FINAL : const ::onnx::TypeProto& _internal_elem_type() const; ::onnx::TypeProto* _internal_mutable_elem_type(); public: - void unsafe_arena_set_allocated_elem_type( - ::onnx::TypeProto* elem_type); - ::onnx::TypeProto* unsafe_arena_release_elem_type(); // @@protoc_insertion_point(class_scope:onnx.TypeProto.Sequence) private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TypeProto* elem_type_; @@ -4051,10 +3676,10 @@ class TypeProto_Sequence PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TypeProto_Map PROTOBUF_FINAL : +class TypeProto_Map : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Map) */ { public: - inline TypeProto_Map() : TypeProto_Map(nullptr) {}; + TypeProto_Map(); virtual ~TypeProto_Map(); TypeProto_Map(const TypeProto_Map& from); @@ -4068,7 +3693,7 @@ class TypeProto_Map PROTOBUF_FINAL : return *this; } inline TypeProto_Map& operator=(TypeProto_Map&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -4077,10 +3702,10 @@ class TypeProto_Map PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -4107,15 +3732,6 @@ class TypeProto_Map PROTOBUF_FINAL : } inline void Swap(TypeProto_Map* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TypeProto_Map* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -4150,11 +3766,13 @@ class TypeProto_Map PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Map"; } - protected: - explicit TypeProto_Map(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -4188,9 +3806,6 @@ class TypeProto_Map PROTOBUF_FINAL : const ::onnx::TypeProto& _internal_value_type() const; ::onnx::TypeProto* _internal_mutable_value_type(); public: - void unsafe_arena_set_allocated_value_type( - ::onnx::TypeProto* value_type); - ::onnx::TypeProto* unsafe_arena_release_value_type(); // optional int32 key_type = 1; bool has_key_type() const; @@ -4209,9 +3824,7 @@ class TypeProto_Map PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TypeProto* value_type_; @@ -4220,10 +3833,10 @@ class TypeProto_Map PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TypeProto PROTOBUF_FINAL : +class TypeProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto) */ { public: - inline TypeProto() : TypeProto(nullptr) {}; + TypeProto(); virtual ~TypeProto(); TypeProto(const TypeProto& from); @@ -4237,7 +3850,7 @@ class TypeProto PROTOBUF_FINAL : return *this; } inline TypeProto& operator=(TypeProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -4246,10 +3859,10 @@ class TypeProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -4283,15 +3896,6 @@ class TypeProto PROTOBUF_FINAL : } inline void Swap(TypeProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TypeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -4326,11 +3930,13 @@ class TypeProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto"; } - protected: - explicit TypeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -4370,22 +3976,13 @@ class TypeProto PROTOBUF_FINAL : std::string* mutable_denotation(); std::string* release_denotation(); void set_allocated_denotation(std::string* denotation); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_denotation(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_denotation( - std::string* denotation); private: const std::string& _internal_denotation() const; void _internal_set_denotation(const std::string& value); std::string* _internal_mutable_denotation(); public: - // .onnx.TypeProto.Tensor tensor_type = 1; + // optional .onnx.TypeProto.Tensor tensor_type = 1; bool has_tensor_type() const; private: bool _internal_has_tensor_type() const; @@ -4399,11 +3996,8 @@ class TypeProto PROTOBUF_FINAL : const ::onnx::TypeProto_Tensor& _internal_tensor_type() const; ::onnx::TypeProto_Tensor* _internal_mutable_tensor_type(); public: - void unsafe_arena_set_allocated_tensor_type( - ::onnx::TypeProto_Tensor* tensor_type); - ::onnx::TypeProto_Tensor* unsafe_arena_release_tensor_type(); - // .onnx.TypeProto.Sequence sequence_type = 4; + // optional .onnx.TypeProto.Sequence sequence_type = 4; bool has_sequence_type() const; private: bool _internal_has_sequence_type() const; @@ -4417,11 +4011,8 @@ class TypeProto PROTOBUF_FINAL : const ::onnx::TypeProto_Sequence& _internal_sequence_type() const; ::onnx::TypeProto_Sequence* _internal_mutable_sequence_type(); public: - void unsafe_arena_set_allocated_sequence_type( - ::onnx::TypeProto_Sequence* sequence_type); - ::onnx::TypeProto_Sequence* unsafe_arena_release_sequence_type(); - // .onnx.TypeProto.Map map_type = 5; + // optional .onnx.TypeProto.Map map_type = 5; bool has_map_type() const; private: bool _internal_has_map_type() const; @@ -4435,9 +4026,6 @@ class TypeProto PROTOBUF_FINAL : const ::onnx::TypeProto_Map& _internal_map_type() const; ::onnx::TypeProto_Map* _internal_mutable_map_type(); public: - void unsafe_arena_set_allocated_map_type( - ::onnx::TypeProto_Map* map_type); - ::onnx::TypeProto_Map* unsafe_arena_release_map_type(); void clear_value(); ValueCase value_case() const; @@ -4451,9 +4039,7 @@ class TypeProto PROTOBUF_FINAL : inline bool has_value() const; inline void clear_has_value(); - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr denotation_; @@ -4469,10 +4055,10 @@ class TypeProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class OperatorSetIdProto PROTOBUF_FINAL : +class OperatorSetIdProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.OperatorSetIdProto) */ { public: - inline OperatorSetIdProto() : OperatorSetIdProto(nullptr) {}; + OperatorSetIdProto(); virtual ~OperatorSetIdProto(); OperatorSetIdProto(const OperatorSetIdProto& from); @@ -4486,7 +4072,7 @@ class OperatorSetIdProto PROTOBUF_FINAL : return *this; } inline OperatorSetIdProto& operator=(OperatorSetIdProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -4495,10 +4081,10 @@ class OperatorSetIdProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -4525,15 +4111,6 @@ class OperatorSetIdProto PROTOBUF_FINAL : } inline void Swap(OperatorSetIdProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(OperatorSetIdProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -4568,11 +4145,13 @@ class OperatorSetIdProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.OperatorSetIdProto"; } - protected: - explicit OperatorSetIdProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -4606,15 +4185,6 @@ class OperatorSetIdProto PROTOBUF_FINAL : std::string* mutable_domain(); std::string* release_domain(); void set_allocated_domain(std::string* domain); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - std::string* unsafe_arena_release_domain(); - GOOGLE_PROTOBUF_RUNTIME_DEPRECATED("The unsafe_arena_ accessors for" - " string fields are deprecated and will be removed in a" - " future release.") - void unsafe_arena_set_allocated_domain( - std::string* domain); private: const std::string& _internal_domain() const; void _internal_set_domain(const std::string& value); @@ -4638,9 +4208,7 @@ class OperatorSetIdProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr domain_; @@ -4667,7 +4235,7 @@ inline bool AttributeProto::has_name() const { return _internal_has_name(); } inline void AttributeProto::clear_name() { - name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& AttributeProto::name() const { @@ -4683,35 +4251,33 @@ inline std::string* AttributeProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& AttributeProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void AttributeProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void AttributeProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.name) } inline void AttributeProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.name) } -inline void AttributeProto::set_name(const char* value, - size_t size) { +inline void AttributeProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.name) } inline std::string* AttributeProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* AttributeProto::release_name() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.name) @@ -4719,7 +4285,7 @@ inline std::string* AttributeProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void AttributeProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -4727,29 +4293,9 @@ inline void AttributeProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.name) } -inline std::string* AttributeProto::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.AttributeProto.name) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void AttributeProto::unsafe_arena_set_allocated_name( - std::string* name) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (name != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - name, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.name) -} // optional string ref_attr_name = 21; inline bool AttributeProto::_internal_has_ref_attr_name() const { @@ -4760,7 +4306,7 @@ inline bool AttributeProto::has_ref_attr_name() const { return _internal_has_ref_attr_name(); } inline void AttributeProto::clear_ref_attr_name() { - ref_attr_name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + ref_attr_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& AttributeProto::ref_attr_name() const { @@ -4776,35 +4322,33 @@ inline std::string* AttributeProto::mutable_ref_attr_name() { return _internal_mutable_ref_attr_name(); } inline const std::string& AttributeProto::_internal_ref_attr_name() const { - return ref_attr_name_.Get(); + return ref_attr_name_.GetNoArena(); } inline void AttributeProto::_internal_set_ref_attr_name(const std::string& value) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void AttributeProto::set_ref_attr_name(std::string&& value) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + ref_attr_name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.ref_attr_name) } inline void AttributeProto::set_ref_attr_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - ref_attr_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.ref_attr_name) } -inline void AttributeProto::set_ref_attr_name(const char* value, - size_t size) { +inline void AttributeProto::set_ref_attr_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.ref_attr_name) } inline std::string* AttributeProto::_internal_mutable_ref_attr_name() { _has_bits_[0] |= 0x00000008u; - return ref_attr_name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return ref_attr_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* AttributeProto::release_ref_attr_name() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.ref_attr_name) @@ -4812,7 +4356,7 @@ inline std::string* AttributeProto::release_ref_attr_name() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return ref_attr_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return ref_attr_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void AttributeProto::set_allocated_ref_attr_name(std::string* ref_attr_name) { if (ref_attr_name != nullptr) { @@ -4820,29 +4364,9 @@ inline void AttributeProto::set_allocated_ref_attr_name(std::string* ref_attr_na } else { _has_bits_[0] &= ~0x00000008u; } - ref_attr_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ref_attr_name, - GetArena()); + ref_attr_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ref_attr_name); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.ref_attr_name) } -inline std::string* AttributeProto::unsafe_arena_release_ref_attr_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.AttributeProto.ref_attr_name) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000008u; - return ref_attr_name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void AttributeProto::unsafe_arena_set_allocated_ref_attr_name( - std::string* ref_attr_name) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (ref_attr_name != nullptr) { - _has_bits_[0] |= 0x00000008u; - } else { - _has_bits_[0] &= ~0x00000008u; - } - ref_attr_name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ref_attr_name, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.ref_attr_name) -} // optional string doc_string = 13; inline bool AttributeProto::_internal_has_doc_string() const { @@ -4853,7 +4377,7 @@ inline bool AttributeProto::has_doc_string() const { return _internal_has_doc_string(); } inline void AttributeProto::clear_doc_string() { - doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& AttributeProto::doc_string() const { @@ -4869,35 +4393,33 @@ inline std::string* AttributeProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& AttributeProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void AttributeProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void AttributeProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.doc_string) } inline void AttributeProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.doc_string) } -inline void AttributeProto::set_doc_string(const char* value, - size_t size) { +inline void AttributeProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.doc_string) } inline std::string* AttributeProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* AttributeProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.doc_string) @@ -4905,7 +4427,7 @@ inline std::string* AttributeProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void AttributeProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -4913,29 +4435,9 @@ inline void AttributeProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.doc_string) } -inline std::string* AttributeProto::unsafe_arena_release_doc_string() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.AttributeProto.doc_string) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000004u; - return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void AttributeProto::unsafe_arena_set_allocated_doc_string( - std::string* doc_string) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (doc_string != nullptr) { - _has_bits_[0] |= 0x00000004u; - } else { - _has_bits_[0] &= ~0x00000004u; - } - doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - doc_string, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.doc_string) -} // optional .onnx.AttributeProto.AttributeType type = 20; inline bool AttributeProto::_internal_has_type() const { @@ -5031,7 +4533,7 @@ inline bool AttributeProto::has_s() const { return _internal_has_s(); } inline void AttributeProto::clear_s() { - s_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + s_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& AttributeProto::s() const { @@ -5047,35 +4549,33 @@ inline std::string* AttributeProto::mutable_s() { return _internal_mutable_s(); } inline const std::string& AttributeProto::_internal_s() const { - return s_.Get(); + return s_.GetNoArena(); } inline void AttributeProto::_internal_set_s(const std::string& value) { _has_bits_[0] |= 0x00000002u; - s_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void AttributeProto::set_s(std::string&& value) { _has_bits_[0] |= 0x00000002u; - s_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + s_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.s) } inline void AttributeProto::set_s(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - s_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.s) } -inline void AttributeProto::set_s(const void* value, - size_t size) { +inline void AttributeProto::set_s(const void* value, size_t size) { _has_bits_[0] |= 0x00000002u; - s_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.s) } inline std::string* AttributeProto::_internal_mutable_s() { _has_bits_[0] |= 0x00000002u; - return s_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return s_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* AttributeProto::release_s() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.s) @@ -5083,7 +4583,7 @@ inline std::string* AttributeProto::release_s() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return s_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return s_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void AttributeProto::set_allocated_s(std::string* s) { if (s != nullptr) { @@ -5091,29 +4591,9 @@ inline void AttributeProto::set_allocated_s(std::string* s) { } else { _has_bits_[0] &= ~0x00000002u; } - s_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), s, - GetArena()); + s_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), s); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.s) } -inline std::string* AttributeProto::unsafe_arena_release_s() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.AttributeProto.s) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000002u; - return s_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void AttributeProto::unsafe_arena_set_allocated_s( - std::string* s) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (s != nullptr) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - s_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - s, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.s) -} // optional .onnx.TensorProto t = 5; inline bool AttributeProto::_internal_has_t() const { @@ -5137,27 +4617,7 @@ inline const ::onnx::TensorProto& AttributeProto::t() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.t) return _internal_t(); } -inline void AttributeProto::unsafe_arena_set_allocated_t( - ::onnx::TensorProto* t) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(t_); - } - t_ = t; - if (t) { - _has_bits_[0] |= 0x00000010u; - } else { - _has_bits_[0] &= ~0x00000010u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.t) -} inline ::onnx::TensorProto* AttributeProto::release_t() { - auto temp = unsafe_arena_release_t(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorProto* AttributeProto::unsafe_arena_release_t() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.t) _has_bits_[0] &= ~0x00000010u; ::onnx::TensorProto* temp = t_; @@ -5167,7 +4627,7 @@ inline ::onnx::TensorProto* AttributeProto::unsafe_arena_release_t() { inline ::onnx::TensorProto* AttributeProto::_internal_mutable_t() { _has_bits_[0] |= 0x00000010u; if (t_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); t_ = p; } return t_; @@ -5177,13 +4637,12 @@ inline ::onnx::TensorProto* AttributeProto::mutable_t() { return _internal_mutable_t(); } inline void AttributeProto::set_allocated_t(::onnx::TensorProto* t) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete t_; } if (t) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(t); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { t = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, t, submessage_arena); @@ -5218,27 +4677,7 @@ inline const ::onnx::GraphProto& AttributeProto::g() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.g) return _internal_g(); } -inline void AttributeProto::unsafe_arena_set_allocated_g( - ::onnx::GraphProto* g) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(g_); - } - g_ = g; - if (g) { - _has_bits_[0] |= 0x00000020u; - } else { - _has_bits_[0] &= ~0x00000020u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.g) -} inline ::onnx::GraphProto* AttributeProto::release_g() { - auto temp = unsafe_arena_release_g(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::GraphProto* AttributeProto::unsafe_arena_release_g() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.g) _has_bits_[0] &= ~0x00000020u; ::onnx::GraphProto* temp = g_; @@ -5248,7 +4687,7 @@ inline ::onnx::GraphProto* AttributeProto::unsafe_arena_release_g() { inline ::onnx::GraphProto* AttributeProto::_internal_mutable_g() { _has_bits_[0] |= 0x00000020u; if (g_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArenaNoVirtual()); g_ = p; } return g_; @@ -5258,13 +4697,12 @@ inline ::onnx::GraphProto* AttributeProto::mutable_g() { return _internal_mutable_g(); } inline void AttributeProto::set_allocated_g(::onnx::GraphProto* g) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete g_; } if (g) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(g); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { g = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, g, submessage_arena); @@ -5299,27 +4737,7 @@ inline const ::onnx::SparseTensorProto& AttributeProto::sparse_tensor() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.sparse_tensor) return _internal_sparse_tensor(); } -inline void AttributeProto::unsafe_arena_set_allocated_sparse_tensor( - ::onnx::SparseTensorProto* sparse_tensor) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(sparse_tensor_); - } - sparse_tensor_ = sparse_tensor; - if (sparse_tensor) { - _has_bits_[0] |= 0x00000040u; - } else { - _has_bits_[0] &= ~0x00000040u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.sparse_tensor) -} inline ::onnx::SparseTensorProto* AttributeProto::release_sparse_tensor() { - auto temp = unsafe_arena_release_sparse_tensor(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::SparseTensorProto* AttributeProto::unsafe_arena_release_sparse_tensor() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.sparse_tensor) _has_bits_[0] &= ~0x00000040u; ::onnx::SparseTensorProto* temp = sparse_tensor_; @@ -5329,7 +4747,7 @@ inline ::onnx::SparseTensorProto* AttributeProto::unsafe_arena_release_sparse_te inline ::onnx::SparseTensorProto* AttributeProto::_internal_mutable_sparse_tensor() { _has_bits_[0] |= 0x00000040u; if (sparse_tensor_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::SparseTensorProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::SparseTensorProto>(GetArenaNoVirtual()); sparse_tensor_ = p; } return sparse_tensor_; @@ -5339,13 +4757,12 @@ inline ::onnx::SparseTensorProto* AttributeProto::mutable_sparse_tensor() { return _internal_mutable_sparse_tensor(); } inline void AttributeProto::set_allocated_sparse_tensor(::onnx::SparseTensorProto* sparse_tensor) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete sparse_tensor_; } if (sparse_tensor) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(sparse_tensor); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { sparse_tensor = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, sparse_tensor, submessage_arena); @@ -5656,7 +5073,7 @@ inline bool ValueInfoProto::has_name() const { return _internal_has_name(); } inline void ValueInfoProto::clear_name() { - name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& ValueInfoProto::name() const { @@ -5672,35 +5089,33 @@ inline std::string* ValueInfoProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& ValueInfoProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void ValueInfoProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ValueInfoProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ValueInfoProto.name) } inline void ValueInfoProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ValueInfoProto.name) } -inline void ValueInfoProto::set_name(const char* value, - size_t size) { +inline void ValueInfoProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ValueInfoProto.name) } inline std::string* ValueInfoProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ValueInfoProto::release_name() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.name) @@ -5708,7 +5123,7 @@ inline std::string* ValueInfoProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ValueInfoProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -5716,29 +5131,9 @@ inline void ValueInfoProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.ValueInfoProto.name) } -inline std::string* ValueInfoProto::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ValueInfoProto.name) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void ValueInfoProto::unsafe_arena_set_allocated_name( - std::string* name) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (name != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - name, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ValueInfoProto.name) -} // optional .onnx.TypeProto type = 2; inline bool ValueInfoProto::_internal_has_type() const { @@ -5762,27 +5157,7 @@ inline const ::onnx::TypeProto& ValueInfoProto::type() const { // @@protoc_insertion_point(field_get:onnx.ValueInfoProto.type) return _internal_type(); } -inline void ValueInfoProto::unsafe_arena_set_allocated_type( - ::onnx::TypeProto* type) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(type_); - } - type_ = type; - if (type) { - _has_bits_[0] |= 0x00000004u; - } else { - _has_bits_[0] &= ~0x00000004u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ValueInfoProto.type) -} inline ::onnx::TypeProto* ValueInfoProto::release_type() { - auto temp = unsafe_arena_release_type(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TypeProto* ValueInfoProto::unsafe_arena_release_type() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.type) _has_bits_[0] &= ~0x00000004u; ::onnx::TypeProto* temp = type_; @@ -5792,7 +5167,7 @@ inline ::onnx::TypeProto* ValueInfoProto::unsafe_arena_release_type() { inline ::onnx::TypeProto* ValueInfoProto::_internal_mutable_type() { _has_bits_[0] |= 0x00000004u; if (type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); type_ = p; } return type_; @@ -5802,13 +5177,12 @@ inline ::onnx::TypeProto* ValueInfoProto::mutable_type() { return _internal_mutable_type(); } inline void ValueInfoProto::set_allocated_type(::onnx::TypeProto* type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete type_; } if (type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(type); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, type, submessage_arena); @@ -5830,7 +5204,7 @@ inline bool ValueInfoProto::has_doc_string() const { return _internal_has_doc_string(); } inline void ValueInfoProto::clear_doc_string() { - doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& ValueInfoProto::doc_string() const { @@ -5846,35 +5220,33 @@ inline std::string* ValueInfoProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& ValueInfoProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void ValueInfoProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ValueInfoProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ValueInfoProto.doc_string) } inline void ValueInfoProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ValueInfoProto.doc_string) } -inline void ValueInfoProto::set_doc_string(const char* value, - size_t size) { +inline void ValueInfoProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ValueInfoProto.doc_string) } inline std::string* ValueInfoProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000002u; - return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ValueInfoProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.doc_string) @@ -5882,7 +5254,7 @@ inline std::string* ValueInfoProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ValueInfoProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -5890,29 +5262,9 @@ inline void ValueInfoProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000002u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.ValueInfoProto.doc_string) } -inline std::string* ValueInfoProto::unsafe_arena_release_doc_string() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ValueInfoProto.doc_string) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000002u; - return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void ValueInfoProto::unsafe_arena_set_allocated_doc_string( - std::string* doc_string) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (doc_string != nullptr) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - doc_string, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ValueInfoProto.doc_string) -} // ------------------------------------------------------------------- @@ -6075,7 +5427,7 @@ inline bool NodeProto::has_name() const { return _internal_has_name(); } inline void NodeProto::clear_name() { - name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& NodeProto::name() const { @@ -6091,35 +5443,33 @@ inline std::string* NodeProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& NodeProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void NodeProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void NodeProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.name) } inline void NodeProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.name) } -inline void NodeProto::set_name(const char* value, - size_t size) { +inline void NodeProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.name) } inline std::string* NodeProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* NodeProto::release_name() { // @@protoc_insertion_point(field_release:onnx.NodeProto.name) @@ -6127,7 +5477,7 @@ inline std::string* NodeProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void NodeProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -6135,29 +5485,9 @@ inline void NodeProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.name) } -inline std::string* NodeProto::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.NodeProto.name) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void NodeProto::unsafe_arena_set_allocated_name( - std::string* name) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (name != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - name, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.NodeProto.name) -} // optional string op_type = 4; inline bool NodeProto::_internal_has_op_type() const { @@ -6168,7 +5498,7 @@ inline bool NodeProto::has_op_type() const { return _internal_has_op_type(); } inline void NodeProto::clear_op_type() { - op_type_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + op_type_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& NodeProto::op_type() const { @@ -6184,35 +5514,33 @@ inline std::string* NodeProto::mutable_op_type() { return _internal_mutable_op_type(); } inline const std::string& NodeProto::_internal_op_type() const { - return op_type_.Get(); + return op_type_.GetNoArena(); } inline void NodeProto::_internal_set_op_type(const std::string& value) { _has_bits_[0] |= 0x00000002u; - op_type_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void NodeProto::set_op_type(std::string&& value) { _has_bits_[0] |= 0x00000002u; - op_type_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + op_type_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.op_type) } inline void NodeProto::set_op_type(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - op_type_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.op_type) } -inline void NodeProto::set_op_type(const char* value, - size_t size) { +inline void NodeProto::set_op_type(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - op_type_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.op_type) } inline std::string* NodeProto::_internal_mutable_op_type() { _has_bits_[0] |= 0x00000002u; - return op_type_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return op_type_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* NodeProto::release_op_type() { // @@protoc_insertion_point(field_release:onnx.NodeProto.op_type) @@ -6220,7 +5548,7 @@ inline std::string* NodeProto::release_op_type() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return op_type_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return op_type_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void NodeProto::set_allocated_op_type(std::string* op_type) { if (op_type != nullptr) { @@ -6228,29 +5556,9 @@ inline void NodeProto::set_allocated_op_type(std::string* op_type) { } else { _has_bits_[0] &= ~0x00000002u; } - op_type_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), op_type, - GetArena()); + op_type_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), op_type); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.op_type) } -inline std::string* NodeProto::unsafe_arena_release_op_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.NodeProto.op_type) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000002u; - return op_type_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void NodeProto::unsafe_arena_set_allocated_op_type( - std::string* op_type) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (op_type != nullptr) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - op_type_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - op_type, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.NodeProto.op_type) -} // optional string domain = 7; inline bool NodeProto::_internal_has_domain() const { @@ -6261,7 +5569,7 @@ inline bool NodeProto::has_domain() const { return _internal_has_domain(); } inline void NodeProto::clear_domain() { - domain_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& NodeProto::domain() const { @@ -6277,35 +5585,33 @@ inline std::string* NodeProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& NodeProto::_internal_domain() const { - return domain_.Get(); + return domain_.GetNoArena(); } inline void NodeProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000008u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void NodeProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000008u; - domain_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + domain_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.domain) } inline void NodeProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.domain) } -inline void NodeProto::set_domain(const char* value, - size_t size) { +inline void NodeProto::set_domain(const char* value, size_t size) { _has_bits_[0] |= 0x00000008u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.domain) } inline std::string* NodeProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000008u; - return domain_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* NodeProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.NodeProto.domain) @@ -6313,7 +5619,7 @@ inline std::string* NodeProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void NodeProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -6321,29 +5627,9 @@ inline void NodeProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000008u; } - domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, - GetArena()); + domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.domain) } -inline std::string* NodeProto::unsafe_arena_release_domain() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.NodeProto.domain) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000008u; - return domain_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void NodeProto::unsafe_arena_set_allocated_domain( - std::string* domain) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (domain != nullptr) { - _has_bits_[0] |= 0x00000008u; - } else { - _has_bits_[0] &= ~0x00000008u; - } - domain_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - domain, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.NodeProto.domain) -} // repeated .onnx.AttributeProto attribute = 5; inline int NodeProto::_internal_attribute_size() const { @@ -6393,7 +5679,7 @@ inline bool NodeProto::has_doc_string() const { return _internal_has_doc_string(); } inline void NodeProto::clear_doc_string() { - doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& NodeProto::doc_string() const { @@ -6409,35 +5695,33 @@ inline std::string* NodeProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& NodeProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void NodeProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void NodeProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.doc_string) } inline void NodeProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.doc_string) } -inline void NodeProto::set_doc_string(const char* value, - size_t size) { +inline void NodeProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.doc_string) } inline std::string* NodeProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* NodeProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.NodeProto.doc_string) @@ -6445,7 +5729,7 @@ inline std::string* NodeProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void NodeProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -6453,29 +5737,9 @@ inline void NodeProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.doc_string) } -inline std::string* NodeProto::unsafe_arena_release_doc_string() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.NodeProto.doc_string) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000004u; - return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void NodeProto::unsafe_arena_set_allocated_doc_string( - std::string* doc_string) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (doc_string != nullptr) { - _has_bits_[0] |= 0x00000004u; - } else { - _has_bits_[0] &= ~0x00000004u; - } - doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - doc_string, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.NodeProto.doc_string) -} // ------------------------------------------------------------------- @@ -6557,7 +5821,7 @@ inline bool ModelProto::has_producer_name() const { return _internal_has_producer_name(); } inline void ModelProto::clear_producer_name() { - producer_name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + producer_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& ModelProto::producer_name() const { @@ -6573,35 +5837,33 @@ inline std::string* ModelProto::mutable_producer_name() { return _internal_mutable_producer_name(); } inline const std::string& ModelProto::_internal_producer_name() const { - return producer_name_.Get(); + return producer_name_.GetNoArena(); } inline void ModelProto::_internal_set_producer_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - producer_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ModelProto::set_producer_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - producer_name_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + producer_name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.producer_name) } inline void ModelProto::set_producer_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - producer_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.producer_name) } -inline void ModelProto::set_producer_name(const char* value, - size_t size) { +inline void ModelProto::set_producer_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - producer_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.producer_name) } inline std::string* ModelProto::_internal_mutable_producer_name() { _has_bits_[0] |= 0x00000001u; - return producer_name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return producer_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ModelProto::release_producer_name() { // @@protoc_insertion_point(field_release:onnx.ModelProto.producer_name) @@ -6609,7 +5871,7 @@ inline std::string* ModelProto::release_producer_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return producer_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return producer_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ModelProto::set_allocated_producer_name(std::string* producer_name) { if (producer_name != nullptr) { @@ -6617,29 +5879,9 @@ inline void ModelProto::set_allocated_producer_name(std::string* producer_name) } else { _has_bits_[0] &= ~0x00000001u; } - producer_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_name, - GetArena()); + producer_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_name); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.producer_name) } -inline std::string* ModelProto::unsafe_arena_release_producer_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ModelProto.producer_name) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return producer_name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void ModelProto::unsafe_arena_set_allocated_producer_name( - std::string* producer_name) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (producer_name != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - producer_name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - producer_name, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.producer_name) -} // optional string producer_version = 3; inline bool ModelProto::_internal_has_producer_version() const { @@ -6650,7 +5892,7 @@ inline bool ModelProto::has_producer_version() const { return _internal_has_producer_version(); } inline void ModelProto::clear_producer_version() { - producer_version_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + producer_version_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& ModelProto::producer_version() const { @@ -6666,35 +5908,33 @@ inline std::string* ModelProto::mutable_producer_version() { return _internal_mutable_producer_version(); } inline const std::string& ModelProto::_internal_producer_version() const { - return producer_version_.Get(); + return producer_version_.GetNoArena(); } inline void ModelProto::_internal_set_producer_version(const std::string& value) { _has_bits_[0] |= 0x00000002u; - producer_version_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ModelProto::set_producer_version(std::string&& value) { _has_bits_[0] |= 0x00000002u; - producer_version_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + producer_version_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.producer_version) } inline void ModelProto::set_producer_version(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - producer_version_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.producer_version) } -inline void ModelProto::set_producer_version(const char* value, - size_t size) { +inline void ModelProto::set_producer_version(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - producer_version_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.producer_version) } inline std::string* ModelProto::_internal_mutable_producer_version() { _has_bits_[0] |= 0x00000002u; - return producer_version_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return producer_version_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ModelProto::release_producer_version() { // @@protoc_insertion_point(field_release:onnx.ModelProto.producer_version) @@ -6702,7 +5942,7 @@ inline std::string* ModelProto::release_producer_version() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return producer_version_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return producer_version_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ModelProto::set_allocated_producer_version(std::string* producer_version) { if (producer_version != nullptr) { @@ -6710,29 +5950,9 @@ inline void ModelProto::set_allocated_producer_version(std::string* producer_ver } else { _has_bits_[0] &= ~0x00000002u; } - producer_version_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_version, - GetArena()); + producer_version_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_version); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.producer_version) } -inline std::string* ModelProto::unsafe_arena_release_producer_version() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ModelProto.producer_version) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000002u; - return producer_version_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void ModelProto::unsafe_arena_set_allocated_producer_version( - std::string* producer_version) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (producer_version != nullptr) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - producer_version_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - producer_version, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.producer_version) -} // optional string domain = 4; inline bool ModelProto::_internal_has_domain() const { @@ -6743,7 +5963,7 @@ inline bool ModelProto::has_domain() const { return _internal_has_domain(); } inline void ModelProto::clear_domain() { - domain_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& ModelProto::domain() const { @@ -6759,35 +5979,33 @@ inline std::string* ModelProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& ModelProto::_internal_domain() const { - return domain_.Get(); + return domain_.GetNoArena(); } inline void ModelProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000004u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ModelProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000004u; - domain_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + domain_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.domain) } inline void ModelProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.domain) } -inline void ModelProto::set_domain(const char* value, - size_t size) { +inline void ModelProto::set_domain(const char* value, size_t size) { _has_bits_[0] |= 0x00000004u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.domain) } inline std::string* ModelProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000004u; - return domain_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ModelProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.ModelProto.domain) @@ -6795,7 +6013,7 @@ inline std::string* ModelProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ModelProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -6803,29 +6021,9 @@ inline void ModelProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000004u; } - domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, - GetArena()); + domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.domain) } -inline std::string* ModelProto::unsafe_arena_release_domain() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ModelProto.domain) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000004u; - return domain_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void ModelProto::unsafe_arena_set_allocated_domain( - std::string* domain) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (domain != nullptr) { - _has_bits_[0] |= 0x00000004u; - } else { - _has_bits_[0] &= ~0x00000004u; - } - domain_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - domain, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.domain) -} // optional int64 model_version = 5; inline bool ModelProto::_internal_has_model_version() const { @@ -6864,7 +6062,7 @@ inline bool ModelProto::has_doc_string() const { return _internal_has_doc_string(); } inline void ModelProto::clear_doc_string() { - doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& ModelProto::doc_string() const { @@ -6880,35 +6078,33 @@ inline std::string* ModelProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& ModelProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void ModelProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000008u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ModelProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000008u; - doc_string_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.doc_string) } inline void ModelProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.doc_string) } -inline void ModelProto::set_doc_string(const char* value, - size_t size) { +inline void ModelProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000008u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.doc_string) } inline std::string* ModelProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000008u; - return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ModelProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.ModelProto.doc_string) @@ -6916,7 +6112,7 @@ inline std::string* ModelProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ModelProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -6924,29 +6120,9 @@ inline void ModelProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000008u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.doc_string) } -inline std::string* ModelProto::unsafe_arena_release_doc_string() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.ModelProto.doc_string) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000008u; - return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void ModelProto::unsafe_arena_set_allocated_doc_string( - std::string* doc_string) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (doc_string != nullptr) { - _has_bits_[0] |= 0x00000008u; - } else { - _has_bits_[0] &= ~0x00000008u; - } - doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - doc_string, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.doc_string) -} // optional .onnx.GraphProto graph = 7; inline bool ModelProto::_internal_has_graph() const { @@ -6970,27 +6146,7 @@ inline const ::onnx::GraphProto& ModelProto::graph() const { // @@protoc_insertion_point(field_get:onnx.ModelProto.graph) return _internal_graph(); } -inline void ModelProto::unsafe_arena_set_allocated_graph( - ::onnx::GraphProto* graph) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(graph_); - } - graph_ = graph; - if (graph) { - _has_bits_[0] |= 0x00000010u; - } else { - _has_bits_[0] &= ~0x00000010u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.graph) -} inline ::onnx::GraphProto* ModelProto::release_graph() { - auto temp = unsafe_arena_release_graph(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::GraphProto* ModelProto::unsafe_arena_release_graph() { // @@protoc_insertion_point(field_release:onnx.ModelProto.graph) _has_bits_[0] &= ~0x00000010u; ::onnx::GraphProto* temp = graph_; @@ -7000,7 +6156,7 @@ inline ::onnx::GraphProto* ModelProto::unsafe_arena_release_graph() { inline ::onnx::GraphProto* ModelProto::_internal_mutable_graph() { _has_bits_[0] |= 0x00000010u; if (graph_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArenaNoVirtual()); graph_ = p; } return graph_; @@ -7010,13 +6166,12 @@ inline ::onnx::GraphProto* ModelProto::mutable_graph() { return _internal_mutable_graph(); } inline void ModelProto::set_allocated_graph(::onnx::GraphProto* graph) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete graph_; } if (graph) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(graph); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { graph = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, graph, submessage_arena); @@ -7081,7 +6236,7 @@ inline bool StringStringEntryProto::has_key() const { return _internal_has_key(); } inline void StringStringEntryProto::clear_key() { - key_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + key_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& StringStringEntryProto::key() const { @@ -7097,35 +6252,33 @@ inline std::string* StringStringEntryProto::mutable_key() { return _internal_mutable_key(); } inline const std::string& StringStringEntryProto::_internal_key() const { - return key_.Get(); + return key_.GetNoArena(); } inline void StringStringEntryProto::_internal_set_key(const std::string& value) { _has_bits_[0] |= 0x00000001u; - key_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void StringStringEntryProto::set_key(std::string&& value) { _has_bits_[0] |= 0x00000001u; - key_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + key_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.StringStringEntryProto.key) } inline void StringStringEntryProto::set_key(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - key_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.StringStringEntryProto.key) } -inline void StringStringEntryProto::set_key(const char* value, - size_t size) { +inline void StringStringEntryProto::set_key(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - key_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.StringStringEntryProto.key) } inline std::string* StringStringEntryProto::_internal_mutable_key() { _has_bits_[0] |= 0x00000001u; - return key_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return key_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* StringStringEntryProto::release_key() { // @@protoc_insertion_point(field_release:onnx.StringStringEntryProto.key) @@ -7133,7 +6286,7 @@ inline std::string* StringStringEntryProto::release_key() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return key_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return key_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void StringStringEntryProto::set_allocated_key(std::string* key) { if (key != nullptr) { @@ -7141,29 +6294,9 @@ inline void StringStringEntryProto::set_allocated_key(std::string* key) { } else { _has_bits_[0] &= ~0x00000001u; } - key_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), key, - GetArena()); + key_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), key); // @@protoc_insertion_point(field_set_allocated:onnx.StringStringEntryProto.key) } -inline std::string* StringStringEntryProto::unsafe_arena_release_key() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.StringStringEntryProto.key) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return key_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void StringStringEntryProto::unsafe_arena_set_allocated_key( - std::string* key) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (key != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - key_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - key, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.StringStringEntryProto.key) -} // optional string value = 2; inline bool StringStringEntryProto::_internal_has_value() const { @@ -7174,7 +6307,7 @@ inline bool StringStringEntryProto::has_value() const { return _internal_has_value(); } inline void StringStringEntryProto::clear_value() { - value_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + value_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& StringStringEntryProto::value() const { @@ -7190,35 +6323,33 @@ inline std::string* StringStringEntryProto::mutable_value() { return _internal_mutable_value(); } inline const std::string& StringStringEntryProto::_internal_value() const { - return value_.Get(); + return value_.GetNoArena(); } inline void StringStringEntryProto::_internal_set_value(const std::string& value) { _has_bits_[0] |= 0x00000002u; - value_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void StringStringEntryProto::set_value(std::string&& value) { _has_bits_[0] |= 0x00000002u; - value_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + value_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.StringStringEntryProto.value) } inline void StringStringEntryProto::set_value(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - value_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.StringStringEntryProto.value) } -inline void StringStringEntryProto::set_value(const char* value, - size_t size) { +inline void StringStringEntryProto::set_value(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - value_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.StringStringEntryProto.value) } inline std::string* StringStringEntryProto::_internal_mutable_value() { _has_bits_[0] |= 0x00000002u; - return value_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return value_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* StringStringEntryProto::release_value() { // @@protoc_insertion_point(field_release:onnx.StringStringEntryProto.value) @@ -7226,7 +6357,7 @@ inline std::string* StringStringEntryProto::release_value() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return value_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return value_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void StringStringEntryProto::set_allocated_value(std::string* value) { if (value != nullptr) { @@ -7234,29 +6365,9 @@ inline void StringStringEntryProto::set_allocated_value(std::string* value) { } else { _has_bits_[0] &= ~0x00000002u; } - value_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, - GetArena()); + value_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); // @@protoc_insertion_point(field_set_allocated:onnx.StringStringEntryProto.value) } -inline std::string* StringStringEntryProto::unsafe_arena_release_value() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.StringStringEntryProto.value) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000002u; - return value_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void StringStringEntryProto::unsafe_arena_set_allocated_value( - std::string* value) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (value != nullptr) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - value_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - value, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.StringStringEntryProto.value) -} // ------------------------------------------------------------------- @@ -7271,7 +6382,7 @@ inline bool TensorAnnotation::has_tensor_name() const { return _internal_has_tensor_name(); } inline void TensorAnnotation::clear_tensor_name() { - tensor_name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + tensor_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorAnnotation::tensor_name() const { @@ -7287,35 +6398,33 @@ inline std::string* TensorAnnotation::mutable_tensor_name() { return _internal_mutable_tensor_name(); } inline const std::string& TensorAnnotation::_internal_tensor_name() const { - return tensor_name_.Get(); + return tensor_name_.GetNoArena(); } inline void TensorAnnotation::_internal_set_tensor_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - tensor_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorAnnotation::set_tensor_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - tensor_name_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + tensor_name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorAnnotation.tensor_name) } inline void TensorAnnotation::set_tensor_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - tensor_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorAnnotation.tensor_name) } -inline void TensorAnnotation::set_tensor_name(const char* value, - size_t size) { +inline void TensorAnnotation::set_tensor_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - tensor_name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorAnnotation.tensor_name) } inline std::string* TensorAnnotation::_internal_mutable_tensor_name() { _has_bits_[0] |= 0x00000001u; - return tensor_name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return tensor_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorAnnotation::release_tensor_name() { // @@protoc_insertion_point(field_release:onnx.TensorAnnotation.tensor_name) @@ -7323,7 +6432,7 @@ inline std::string* TensorAnnotation::release_tensor_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return tensor_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return tensor_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorAnnotation::set_allocated_tensor_name(std::string* tensor_name) { if (tensor_name != nullptr) { @@ -7331,29 +6440,9 @@ inline void TensorAnnotation::set_allocated_tensor_name(std::string* tensor_name } else { _has_bits_[0] &= ~0x00000001u; } - tensor_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), tensor_name, - GetArena()); + tensor_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), tensor_name); // @@protoc_insertion_point(field_set_allocated:onnx.TensorAnnotation.tensor_name) } -inline std::string* TensorAnnotation::unsafe_arena_release_tensor_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorAnnotation.tensor_name) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return tensor_name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void TensorAnnotation::unsafe_arena_set_allocated_tensor_name( - std::string* tensor_name) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (tensor_name != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - tensor_name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - tensor_name, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorAnnotation.tensor_name) -} // repeated .onnx.StringStringEntryProto quant_parameter_tensor_names = 2; inline int TensorAnnotation::_internal_quant_parameter_tensor_names_size() const { @@ -7446,7 +6535,7 @@ inline bool GraphProto::has_name() const { return _internal_has_name(); } inline void GraphProto::clear_name() { - name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& GraphProto::name() const { @@ -7462,35 +6551,33 @@ inline std::string* GraphProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& GraphProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void GraphProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void GraphProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.GraphProto.name) } inline void GraphProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.GraphProto.name) } -inline void GraphProto::set_name(const char* value, - size_t size) { +inline void GraphProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.GraphProto.name) } inline std::string* GraphProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* GraphProto::release_name() { // @@protoc_insertion_point(field_release:onnx.GraphProto.name) @@ -7498,7 +6585,7 @@ inline std::string* GraphProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void GraphProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -7506,29 +6593,9 @@ inline void GraphProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.GraphProto.name) } -inline std::string* GraphProto::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.GraphProto.name) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void GraphProto::unsafe_arena_set_allocated_name( - std::string* name) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (name != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - name, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.GraphProto.name) -} // repeated .onnx.TensorProto initializer = 5; inline int GraphProto::_internal_initializer_size() const { @@ -7617,7 +6684,7 @@ inline bool GraphProto::has_doc_string() const { return _internal_has_doc_string(); } inline void GraphProto::clear_doc_string() { - doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& GraphProto::doc_string() const { @@ -7633,35 +6700,33 @@ inline std::string* GraphProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& GraphProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void GraphProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void GraphProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.GraphProto.doc_string) } inline void GraphProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.GraphProto.doc_string) } -inline void GraphProto::set_doc_string(const char* value, - size_t size) { +inline void GraphProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.GraphProto.doc_string) } inline std::string* GraphProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000002u; - return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* GraphProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.GraphProto.doc_string) @@ -7669,7 +6734,7 @@ inline std::string* GraphProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void GraphProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -7677,29 +6742,9 @@ inline void GraphProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000002u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.GraphProto.doc_string) } -inline std::string* GraphProto::unsafe_arena_release_doc_string() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.GraphProto.doc_string) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000002u; - return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void GraphProto::unsafe_arena_set_allocated_doc_string( - std::string* doc_string) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (doc_string != nullptr) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - doc_string, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.GraphProto.doc_string) -} // repeated .onnx.ValueInfoProto input = 11; inline int GraphProto::_internal_input_size() const { @@ -8018,27 +7063,7 @@ inline const ::onnx::TensorProto_Segment& TensorProto::segment() const { // @@protoc_insertion_point(field_get:onnx.TensorProto.segment) return _internal_segment(); } -inline void TensorProto::unsafe_arena_set_allocated_segment( - ::onnx::TensorProto_Segment* segment) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(segment_); - } - segment_ = segment; - if (segment) { - _has_bits_[0] |= 0x00000008u; - } else { - _has_bits_[0] &= ~0x00000008u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.segment) -} inline ::onnx::TensorProto_Segment* TensorProto::release_segment() { - auto temp = unsafe_arena_release_segment(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorProto_Segment* TensorProto::unsafe_arena_release_segment() { // @@protoc_insertion_point(field_release:onnx.TensorProto.segment) _has_bits_[0] &= ~0x00000008u; ::onnx::TensorProto_Segment* temp = segment_; @@ -8048,7 +7073,7 @@ inline ::onnx::TensorProto_Segment* TensorProto::unsafe_arena_release_segment() inline ::onnx::TensorProto_Segment* TensorProto::_internal_mutable_segment() { _has_bits_[0] |= 0x00000008u; if (segment_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto_Segment>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorProto_Segment>(GetArenaNoVirtual()); segment_ = p; } return segment_; @@ -8058,13 +7083,12 @@ inline ::onnx::TensorProto_Segment* TensorProto::mutable_segment() { return _internal_mutable_segment(); } inline void TensorProto::set_allocated_segment(::onnx::TensorProto_Segment* segment) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete segment_; } if (segment) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(segment); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { segment = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, segment, submessage_arena); @@ -8301,7 +7325,7 @@ inline bool TensorProto::has_name() const { return _internal_has_name(); } inline void TensorProto::clear_name() { - name_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorProto::name() const { @@ -8317,35 +7341,33 @@ inline std::string* TensorProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& TensorProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void TensorProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.name) } inline void TensorProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.name) } -inline void TensorProto::set_name(const char* value, - size_t size) { +inline void TensorProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.name) } inline std::string* TensorProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorProto::release_name() { // @@protoc_insertion_point(field_release:onnx.TensorProto.name) @@ -8353,7 +7375,7 @@ inline std::string* TensorProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -8361,29 +7383,9 @@ inline void TensorProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.name) } -inline std::string* TensorProto::unsafe_arena_release_name() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorProto.name) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return name_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void TensorProto::unsafe_arena_set_allocated_name( - std::string* name) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (name != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - name_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - name, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.name) -} // optional string doc_string = 12; inline bool TensorProto::_internal_has_doc_string() const { @@ -8394,7 +7396,7 @@ inline bool TensorProto::has_doc_string() const { return _internal_has_doc_string(); } inline void TensorProto::clear_doc_string() { - doc_string_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& TensorProto::doc_string() const { @@ -8410,35 +7412,33 @@ inline std::string* TensorProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& TensorProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void TensorProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.doc_string) } inline void TensorProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.doc_string) } -inline void TensorProto::set_doc_string(const char* value, - size_t size) { +inline void TensorProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.doc_string) } inline std::string* TensorProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.TensorProto.doc_string) @@ -8446,7 +7446,7 @@ inline std::string* TensorProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -8454,29 +7454,9 @@ inline void TensorProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.doc_string) } -inline std::string* TensorProto::unsafe_arena_release_doc_string() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorProto.doc_string) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000004u; - return doc_string_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void TensorProto::unsafe_arena_set_allocated_doc_string( - std::string* doc_string) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (doc_string != nullptr) { - _has_bits_[0] |= 0x00000004u; - } else { - _has_bits_[0] &= ~0x00000004u; - } - doc_string_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - doc_string, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.doc_string) -} // optional bytes raw_data = 9; inline bool TensorProto::_internal_has_raw_data() const { @@ -8487,7 +7467,7 @@ inline bool TensorProto::has_raw_data() const { return _internal_has_raw_data(); } inline void TensorProto::clear_raw_data() { - raw_data_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + raw_data_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& TensorProto::raw_data() const { @@ -8503,35 +7483,33 @@ inline std::string* TensorProto::mutable_raw_data() { return _internal_mutable_raw_data(); } inline const std::string& TensorProto::_internal_raw_data() const { - return raw_data_.Get(); + return raw_data_.GetNoArena(); } inline void TensorProto::_internal_set_raw_data(const std::string& value) { _has_bits_[0] |= 0x00000002u; - raw_data_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorProto::set_raw_data(std::string&& value) { _has_bits_[0] |= 0x00000002u; - raw_data_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + raw_data_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.raw_data) } inline void TensorProto::set_raw_data(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - raw_data_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.raw_data) } -inline void TensorProto::set_raw_data(const void* value, - size_t size) { +inline void TensorProto::set_raw_data(const void* value, size_t size) { _has_bits_[0] |= 0x00000002u; - raw_data_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.raw_data) } inline std::string* TensorProto::_internal_mutable_raw_data() { _has_bits_[0] |= 0x00000002u; - return raw_data_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return raw_data_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorProto::release_raw_data() { // @@protoc_insertion_point(field_release:onnx.TensorProto.raw_data) @@ -8539,7 +7517,7 @@ inline std::string* TensorProto::release_raw_data() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return raw_data_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return raw_data_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorProto::set_allocated_raw_data(std::string* raw_data) { if (raw_data != nullptr) { @@ -8547,29 +7525,9 @@ inline void TensorProto::set_allocated_raw_data(std::string* raw_data) { } else { _has_bits_[0] &= ~0x00000002u; } - raw_data_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), raw_data, - GetArena()); + raw_data_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), raw_data); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.raw_data) } -inline std::string* TensorProto::unsafe_arena_release_raw_data() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorProto.raw_data) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000002u; - return raw_data_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void TensorProto::unsafe_arena_set_allocated_raw_data( - std::string* raw_data) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (raw_data != nullptr) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - raw_data_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - raw_data, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.raw_data) -} // repeated .onnx.StringStringEntryProto external_data = 13; inline int TensorProto::_internal_external_data_size() const { @@ -8759,27 +7717,7 @@ inline const ::onnx::TensorProto& SparseTensorProto::values() const { // @@protoc_insertion_point(field_get:onnx.SparseTensorProto.values) return _internal_values(); } -inline void SparseTensorProto::unsafe_arena_set_allocated_values( - ::onnx::TensorProto* values) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(values_); - } - values_ = values; - if (values) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.SparseTensorProto.values) -} inline ::onnx::TensorProto* SparseTensorProto::release_values() { - auto temp = unsafe_arena_release_values(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_values() { // @@protoc_insertion_point(field_release:onnx.SparseTensorProto.values) _has_bits_[0] &= ~0x00000001u; ::onnx::TensorProto* temp = values_; @@ -8789,7 +7727,7 @@ inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_values() { inline ::onnx::TensorProto* SparseTensorProto::_internal_mutable_values() { _has_bits_[0] |= 0x00000001u; if (values_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); values_ = p; } return values_; @@ -8799,13 +7737,12 @@ inline ::onnx::TensorProto* SparseTensorProto::mutable_values() { return _internal_mutable_values(); } inline void SparseTensorProto::set_allocated_values(::onnx::TensorProto* values) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete values_; } if (values) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(values); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { values = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, values, submessage_arena); @@ -8840,27 +7777,7 @@ inline const ::onnx::TensorProto& SparseTensorProto::indices() const { // @@protoc_insertion_point(field_get:onnx.SparseTensorProto.indices) return _internal_indices(); } -inline void SparseTensorProto::unsafe_arena_set_allocated_indices( - ::onnx::TensorProto* indices) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(indices_); - } - indices_ = indices; - if (indices) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.SparseTensorProto.indices) -} inline ::onnx::TensorProto* SparseTensorProto::release_indices() { - auto temp = unsafe_arena_release_indices(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_indices() { // @@protoc_insertion_point(field_release:onnx.SparseTensorProto.indices) _has_bits_[0] &= ~0x00000002u; ::onnx::TensorProto* temp = indices_; @@ -8870,7 +7787,7 @@ inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_indices() { inline ::onnx::TensorProto* SparseTensorProto::_internal_mutable_indices() { _has_bits_[0] |= 0x00000002u; if (indices_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); indices_ = p; } return indices_; @@ -8880,13 +7797,12 @@ inline ::onnx::TensorProto* SparseTensorProto::mutable_indices() { return _internal_mutable_indices(); } inline void SparseTensorProto::set_allocated_indices(::onnx::TensorProto* indices) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete indices_; } if (indices) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(indices); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { indices = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, indices, submessage_arena); @@ -8950,7 +7866,7 @@ SparseTensorProto::mutable_dims() { // TensorShapeProto_Dimension -// int64 dim_value = 1; +// optional int64 dim_value = 1; inline bool TensorShapeProto_Dimension::_internal_has_dim_value() const { return value_case() == kDimValue; } @@ -8988,7 +7904,7 @@ inline void TensorShapeProto_Dimension::set_dim_value(::PROTOBUF_NAMESPACE_ID::i // @@protoc_insertion_point(field_set:onnx.TensorShapeProto.Dimension.dim_value) } -// string dim_param = 2; +// optional string dim_param = 2; inline bool TensorShapeProto_Dimension::_internal_has_dim_param() const { return value_case() == kDimParam; } @@ -9000,7 +7916,7 @@ inline void TensorShapeProto_Dimension::set_has_dim_param() { } inline void TensorShapeProto_Dimension::clear_dim_param() { if (_internal_has_dim_param()) { - value_.dim_param_.Destroy(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + value_.dim_param_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); clear_has_value(); } } @@ -9018,7 +7934,7 @@ inline std::string* TensorShapeProto_Dimension::mutable_dim_param() { } inline const std::string& TensorShapeProto_Dimension::_internal_dim_param() const { if (_internal_has_dim_param()) { - return value_.dim_param_.Get(); + return value_.dim_param_.GetNoArena(); } return *&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(); } @@ -9028,7 +7944,7 @@ inline void TensorShapeProto_Dimension::_internal_set_dim_param(const std::strin set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorShapeProto_Dimension::set_dim_param(std::string&& value) { // @@protoc_insertion_point(field_set:onnx.TensorShapeProto.Dimension.dim_param) @@ -9037,8 +7953,7 @@ inline void TensorShapeProto_Dimension::set_dim_param(std::string&& value) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorShapeProto.Dimension.dim_param) } inline void TensorShapeProto_Dimension::set_dim_param(const char* value) { @@ -9048,21 +7963,18 @@ inline void TensorShapeProto_Dimension::set_dim_param(const char* value) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(value), GetArena()); + value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorShapeProto.Dimension.dim_param) } -inline void TensorShapeProto_Dimension::set_dim_param(const char* value, - size_t size) { +inline void TensorShapeProto_Dimension::set_dim_param(const char* value, size_t size) { if (!_internal_has_dim_param()) { clear_value(); set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), - GetArena()); + value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorShapeProto.Dimension.dim_param) } inline std::string* TensorShapeProto_Dimension::_internal_mutable_dim_param() { @@ -9071,13 +7983,13 @@ inline std::string* TensorShapeProto_Dimension::_internal_mutable_dim_param() { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - return value_.dim_param_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return value_.dim_param_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorShapeProto_Dimension::release_dim_param() { // @@protoc_insertion_point(field_release:onnx.TensorShapeProto.Dimension.dim_param) if (_internal_has_dim_param()) { clear_has_value(); - return value_.dim_param_.Release(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return value_.dim_param_.ReleaseNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } else { return nullptr; } @@ -9092,29 +8004,6 @@ inline void TensorShapeProto_Dimension::set_allocated_dim_param(std::string* dim } // @@protoc_insertion_point(field_set_allocated:onnx.TensorShapeProto.Dimension.dim_param) } -inline std::string* TensorShapeProto_Dimension::unsafe_arena_release_dim_param() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorShapeProto.Dimension.dim_param) - GOOGLE_DCHECK(GetArena() != nullptr); - if (_internal_has_dim_param()) { - clear_has_value(); - return value_.dim_param_.UnsafeArenaRelease( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); - } else { - return nullptr; - } -} -inline void TensorShapeProto_Dimension::unsafe_arena_set_allocated_dim_param(std::string* dim_param) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (!_internal_has_dim_param()) { - value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); - } - clear_value(); - if (dim_param) { - set_has_dim_param(); - value_.dim_param_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), dim_param, GetArena()); - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorShapeProto.Dimension.dim_param) -} // optional string denotation = 3; inline bool TensorShapeProto_Dimension::_internal_has_denotation() const { @@ -9125,7 +8014,7 @@ inline bool TensorShapeProto_Dimension::has_denotation() const { return _internal_has_denotation(); } inline void TensorShapeProto_Dimension::clear_denotation() { - denotation_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + denotation_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorShapeProto_Dimension::denotation() const { @@ -9141,35 +8030,33 @@ inline std::string* TensorShapeProto_Dimension::mutable_denotation() { return _internal_mutable_denotation(); } inline const std::string& TensorShapeProto_Dimension::_internal_denotation() const { - return denotation_.Get(); + return denotation_.GetNoArena(); } inline void TensorShapeProto_Dimension::_internal_set_denotation(const std::string& value) { _has_bits_[0] |= 0x00000001u; - denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorShapeProto_Dimension::set_denotation(std::string&& value) { _has_bits_[0] |= 0x00000001u; - denotation_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + denotation_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorShapeProto.Dimension.denotation) } inline void TensorShapeProto_Dimension::set_denotation(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorShapeProto.Dimension.denotation) } -inline void TensorShapeProto_Dimension::set_denotation(const char* value, - size_t size) { +inline void TensorShapeProto_Dimension::set_denotation(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorShapeProto.Dimension.denotation) } inline std::string* TensorShapeProto_Dimension::_internal_mutable_denotation() { _has_bits_[0] |= 0x00000001u; - return denotation_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return denotation_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorShapeProto_Dimension::release_denotation() { // @@protoc_insertion_point(field_release:onnx.TensorShapeProto.Dimension.denotation) @@ -9177,7 +8064,7 @@ inline std::string* TensorShapeProto_Dimension::release_denotation() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return denotation_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return denotation_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorShapeProto_Dimension::set_allocated_denotation(std::string* denotation) { if (denotation != nullptr) { @@ -9185,29 +8072,9 @@ inline void TensorShapeProto_Dimension::set_allocated_denotation(std::string* de } else { _has_bits_[0] &= ~0x00000001u; } - denotation_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation, - GetArena()); + denotation_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation); // @@protoc_insertion_point(field_set_allocated:onnx.TensorShapeProto.Dimension.denotation) } -inline std::string* TensorShapeProto_Dimension::unsafe_arena_release_denotation() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TensorShapeProto.Dimension.denotation) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return denotation_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void TensorShapeProto_Dimension::unsafe_arena_set_allocated_denotation( - std::string* denotation) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (denotation != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - denotation_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - denotation, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorShapeProto.Dimension.denotation) -} inline bool TensorShapeProto_Dimension::has_value() const { return value_case() != VALUE_NOT_SET; @@ -9315,27 +8182,7 @@ inline const ::onnx::TensorShapeProto& TypeProto_Tensor::shape() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Tensor.shape) return _internal_shape(); } -inline void TypeProto_Tensor::unsafe_arena_set_allocated_shape( - ::onnx::TensorShapeProto* shape) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(shape_); - } - shape_ = shape; - if (shape) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Tensor.shape) -} inline ::onnx::TensorShapeProto* TypeProto_Tensor::release_shape() { - auto temp = unsafe_arena_release_shape(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorShapeProto* TypeProto_Tensor::unsafe_arena_release_shape() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Tensor.shape) _has_bits_[0] &= ~0x00000001u; ::onnx::TensorShapeProto* temp = shape_; @@ -9345,7 +8192,7 @@ inline ::onnx::TensorShapeProto* TypeProto_Tensor::unsafe_arena_release_shape() inline ::onnx::TensorShapeProto* TypeProto_Tensor::_internal_mutable_shape() { _has_bits_[0] |= 0x00000001u; if (shape_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorShapeProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorShapeProto>(GetArenaNoVirtual()); shape_ = p; } return shape_; @@ -9355,13 +8202,12 @@ inline ::onnx::TensorShapeProto* TypeProto_Tensor::mutable_shape() { return _internal_mutable_shape(); } inline void TypeProto_Tensor::set_allocated_shape(::onnx::TensorShapeProto* shape) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete shape_; } if (shape) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(shape); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { shape = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, shape, submessage_arena); @@ -9400,27 +8246,7 @@ inline const ::onnx::TypeProto& TypeProto_Sequence::elem_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Sequence.elem_type) return _internal_elem_type(); } -inline void TypeProto_Sequence::unsafe_arena_set_allocated_elem_type( - ::onnx::TypeProto* elem_type) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(elem_type_); - } - elem_type_ = elem_type; - if (elem_type) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Sequence.elem_type) -} inline ::onnx::TypeProto* TypeProto_Sequence::release_elem_type() { - auto temp = unsafe_arena_release_elem_type(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TypeProto* TypeProto_Sequence::unsafe_arena_release_elem_type() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Sequence.elem_type) _has_bits_[0] &= ~0x00000001u; ::onnx::TypeProto* temp = elem_type_; @@ -9430,7 +8256,7 @@ inline ::onnx::TypeProto* TypeProto_Sequence::unsafe_arena_release_elem_type() { inline ::onnx::TypeProto* TypeProto_Sequence::_internal_mutable_elem_type() { _has_bits_[0] |= 0x00000001u; if (elem_type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); elem_type_ = p; } return elem_type_; @@ -9440,13 +8266,12 @@ inline ::onnx::TypeProto* TypeProto_Sequence::mutable_elem_type() { return _internal_mutable_elem_type(); } inline void TypeProto_Sequence::set_allocated_elem_type(::onnx::TypeProto* elem_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete elem_type_; } if (elem_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(elem_type); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { elem_type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, elem_type, submessage_arena); @@ -9513,27 +8338,7 @@ inline const ::onnx::TypeProto& TypeProto_Map::value_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Map.value_type) return _internal_value_type(); } -inline void TypeProto_Map::unsafe_arena_set_allocated_value_type( - ::onnx::TypeProto* value_type) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(value_type_); - } - value_type_ = value_type; - if (value_type) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Map.value_type) -} inline ::onnx::TypeProto* TypeProto_Map::release_value_type() { - auto temp = unsafe_arena_release_value_type(); - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TypeProto* TypeProto_Map::unsafe_arena_release_value_type() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Map.value_type) _has_bits_[0] &= ~0x00000001u; ::onnx::TypeProto* temp = value_type_; @@ -9543,7 +8348,7 @@ inline ::onnx::TypeProto* TypeProto_Map::unsafe_arena_release_value_type() { inline ::onnx::TypeProto* TypeProto_Map::_internal_mutable_value_type() { _has_bits_[0] |= 0x00000001u; if (value_type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); value_type_ = p; } return value_type_; @@ -9553,13 +8358,12 @@ inline ::onnx::TypeProto* TypeProto_Map::mutable_value_type() { return _internal_mutable_value_type(); } inline void TypeProto_Map::set_allocated_value_type(::onnx::TypeProto* value_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete value_type_; } if (value_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(value_type); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { value_type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, value_type, submessage_arena); @@ -9576,7 +8380,7 @@ inline void TypeProto_Map::set_allocated_value_type(::onnx::TypeProto* value_typ // TypeProto -// .onnx.TypeProto.Tensor tensor_type = 1; +// optional .onnx.TypeProto.Tensor tensor_type = 1; inline bool TypeProto::_internal_has_tensor_type() const { return value_case() == kTensorType; } @@ -9588,9 +8392,7 @@ inline void TypeProto::set_has_tensor_type() { } inline void TypeProto::clear_tensor_type() { if (_internal_has_tensor_type()) { - if (GetArena() == nullptr) { - delete value_.tensor_type_; - } + delete value_.tensor_type_; clear_has_value(); } } @@ -9599,9 +8401,6 @@ inline ::onnx::TypeProto_Tensor* TypeProto::release_tensor_type() { if (_internal_has_tensor_type()) { clear_has_value(); ::onnx::TypeProto_Tensor* temp = value_.tensor_type_; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } value_.tensor_type_ = nullptr; return temp; } else { @@ -9617,30 +8416,12 @@ inline const ::onnx::TypeProto_Tensor& TypeProto::tensor_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.tensor_type) return _internal_tensor_type(); } -inline ::onnx::TypeProto_Tensor* TypeProto::unsafe_arena_release_tensor_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.tensor_type) - if (_internal_has_tensor_type()) { - clear_has_value(); - ::onnx::TypeProto_Tensor* temp = value_.tensor_type_; - value_.tensor_type_ = nullptr; - return temp; - } else { - return nullptr; - } -} -inline void TypeProto::unsafe_arena_set_allocated_tensor_type(::onnx::TypeProto_Tensor* tensor_type) { - clear_value(); - if (tensor_type) { - set_has_tensor_type(); - value_.tensor_type_ = tensor_type; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.tensor_type) -} inline ::onnx::TypeProto_Tensor* TypeProto::_internal_mutable_tensor_type() { if (!_internal_has_tensor_type()) { clear_value(); set_has_tensor_type(); - value_.tensor_type_ = CreateMaybeMessage< ::onnx::TypeProto_Tensor >(GetArena()); + value_.tensor_type_ = CreateMaybeMessage< ::onnx::TypeProto_Tensor >( + GetArenaNoVirtual()); } return value_.tensor_type_; } @@ -9649,7 +8430,7 @@ inline ::onnx::TypeProto_Tensor* TypeProto::mutable_tensor_type() { return _internal_mutable_tensor_type(); } -// .onnx.TypeProto.Sequence sequence_type = 4; +// optional .onnx.TypeProto.Sequence sequence_type = 4; inline bool TypeProto::_internal_has_sequence_type() const { return value_case() == kSequenceType; } @@ -9661,9 +8442,7 @@ inline void TypeProto::set_has_sequence_type() { } inline void TypeProto::clear_sequence_type() { if (_internal_has_sequence_type()) { - if (GetArena() == nullptr) { - delete value_.sequence_type_; - } + delete value_.sequence_type_; clear_has_value(); } } @@ -9672,9 +8451,6 @@ inline ::onnx::TypeProto_Sequence* TypeProto::release_sequence_type() { if (_internal_has_sequence_type()) { clear_has_value(); ::onnx::TypeProto_Sequence* temp = value_.sequence_type_; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } value_.sequence_type_ = nullptr; return temp; } else { @@ -9690,30 +8466,12 @@ inline const ::onnx::TypeProto_Sequence& TypeProto::sequence_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.sequence_type) return _internal_sequence_type(); } -inline ::onnx::TypeProto_Sequence* TypeProto::unsafe_arena_release_sequence_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.sequence_type) - if (_internal_has_sequence_type()) { - clear_has_value(); - ::onnx::TypeProto_Sequence* temp = value_.sequence_type_; - value_.sequence_type_ = nullptr; - return temp; - } else { - return nullptr; - } -} -inline void TypeProto::unsafe_arena_set_allocated_sequence_type(::onnx::TypeProto_Sequence* sequence_type) { - clear_value(); - if (sequence_type) { - set_has_sequence_type(); - value_.sequence_type_ = sequence_type; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.sequence_type) -} inline ::onnx::TypeProto_Sequence* TypeProto::_internal_mutable_sequence_type() { if (!_internal_has_sequence_type()) { clear_value(); set_has_sequence_type(); - value_.sequence_type_ = CreateMaybeMessage< ::onnx::TypeProto_Sequence >(GetArena()); + value_.sequence_type_ = CreateMaybeMessage< ::onnx::TypeProto_Sequence >( + GetArenaNoVirtual()); } return value_.sequence_type_; } @@ -9722,7 +8480,7 @@ inline ::onnx::TypeProto_Sequence* TypeProto::mutable_sequence_type() { return _internal_mutable_sequence_type(); } -// .onnx.TypeProto.Map map_type = 5; +// optional .onnx.TypeProto.Map map_type = 5; inline bool TypeProto::_internal_has_map_type() const { return value_case() == kMapType; } @@ -9734,9 +8492,7 @@ inline void TypeProto::set_has_map_type() { } inline void TypeProto::clear_map_type() { if (_internal_has_map_type()) { - if (GetArena() == nullptr) { - delete value_.map_type_; - } + delete value_.map_type_; clear_has_value(); } } @@ -9745,9 +8501,6 @@ inline ::onnx::TypeProto_Map* TypeProto::release_map_type() { if (_internal_has_map_type()) { clear_has_value(); ::onnx::TypeProto_Map* temp = value_.map_type_; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } value_.map_type_ = nullptr; return temp; } else { @@ -9763,30 +8516,12 @@ inline const ::onnx::TypeProto_Map& TypeProto::map_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.map_type) return _internal_map_type(); } -inline ::onnx::TypeProto_Map* TypeProto::unsafe_arena_release_map_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.map_type) - if (_internal_has_map_type()) { - clear_has_value(); - ::onnx::TypeProto_Map* temp = value_.map_type_; - value_.map_type_ = nullptr; - return temp; - } else { - return nullptr; - } -} -inline void TypeProto::unsafe_arena_set_allocated_map_type(::onnx::TypeProto_Map* map_type) { - clear_value(); - if (map_type) { - set_has_map_type(); - value_.map_type_ = map_type; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.map_type) -} inline ::onnx::TypeProto_Map* TypeProto::_internal_mutable_map_type() { if (!_internal_has_map_type()) { clear_value(); set_has_map_type(); - value_.map_type_ = CreateMaybeMessage< ::onnx::TypeProto_Map >(GetArena()); + value_.map_type_ = CreateMaybeMessage< ::onnx::TypeProto_Map >( + GetArenaNoVirtual()); } return value_.map_type_; } @@ -9804,7 +8539,7 @@ inline bool TypeProto::has_denotation() const { return _internal_has_denotation(); } inline void TypeProto::clear_denotation() { - denotation_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + denotation_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TypeProto::denotation() const { @@ -9820,35 +8555,33 @@ inline std::string* TypeProto::mutable_denotation() { return _internal_mutable_denotation(); } inline const std::string& TypeProto::_internal_denotation() const { - return denotation_.Get(); + return denotation_.GetNoArena(); } inline void TypeProto::_internal_set_denotation(const std::string& value) { _has_bits_[0] |= 0x00000001u; - denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TypeProto::set_denotation(std::string&& value) { _has_bits_[0] |= 0x00000001u; - denotation_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + denotation_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TypeProto.denotation) } inline void TypeProto::set_denotation(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TypeProto.denotation) } -inline void TypeProto::set_denotation(const char* value, - size_t size) { +inline void TypeProto::set_denotation(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - denotation_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TypeProto.denotation) } inline std::string* TypeProto::_internal_mutable_denotation() { _has_bits_[0] |= 0x00000001u; - return denotation_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return denotation_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TypeProto::release_denotation() { // @@protoc_insertion_point(field_release:onnx.TypeProto.denotation) @@ -9856,7 +8589,7 @@ inline std::string* TypeProto::release_denotation() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return denotation_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return denotation_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TypeProto::set_allocated_denotation(std::string* denotation) { if (denotation != nullptr) { @@ -9864,29 +8597,9 @@ inline void TypeProto::set_allocated_denotation(std::string* denotation) { } else { _has_bits_[0] &= ~0x00000001u; } - denotation_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation, - GetArena()); + denotation_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation); // @@protoc_insertion_point(field_set_allocated:onnx.TypeProto.denotation) } -inline std::string* TypeProto::unsafe_arena_release_denotation() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.denotation) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return denotation_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void TypeProto::unsafe_arena_set_allocated_denotation( - std::string* denotation) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (denotation != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - denotation_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - denotation, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.denotation) -} inline bool TypeProto::has_value() const { return value_case() != VALUE_NOT_SET; @@ -9910,7 +8623,7 @@ inline bool OperatorSetIdProto::has_domain() const { return _internal_has_domain(); } inline void OperatorSetIdProto::clear_domain() { - domain_.ClearToEmpty(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& OperatorSetIdProto::domain() const { @@ -9926,35 +8639,33 @@ inline std::string* OperatorSetIdProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& OperatorSetIdProto::_internal_domain() const { - return domain_.Get(); + return domain_.GetNoArena(); } inline void OperatorSetIdProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000001u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void OperatorSetIdProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000001u; - domain_.Set( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value), GetArena()); + domain_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.OperatorSetIdProto.domain) } inline void OperatorSetIdProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value), - GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.OperatorSetIdProto.domain) } -inline void OperatorSetIdProto::set_domain(const char* value, - size_t size) { +inline void OperatorSetIdProto::set_domain(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - domain_.Set(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.OperatorSetIdProto.domain) } inline std::string* OperatorSetIdProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000001u; - return domain_.Mutable(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* OperatorSetIdProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.OperatorSetIdProto.domain) @@ -9962,7 +8673,7 @@ inline std::string* OperatorSetIdProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void OperatorSetIdProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -9970,29 +8681,9 @@ inline void OperatorSetIdProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000001u; } - domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, - GetArena()); + domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); // @@protoc_insertion_point(field_set_allocated:onnx.OperatorSetIdProto.domain) } -inline std::string* OperatorSetIdProto::unsafe_arena_release_domain() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.OperatorSetIdProto.domain) - GOOGLE_DCHECK(GetArena() != nullptr); - _has_bits_[0] &= ~0x00000001u; - return domain_.UnsafeArenaRelease(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - GetArena()); -} -inline void OperatorSetIdProto::unsafe_arena_set_allocated_domain( - std::string* domain) { - GOOGLE_DCHECK(GetArena() != nullptr); - if (domain != nullptr) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - domain_.UnsafeArenaSetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - domain, GetArena()); - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.OperatorSetIdProto.domain) -} // optional int64 version = 2; inline bool OperatorSetIdProto::_internal_has_version() const { From 8dbf2cffbc0065abc37f674670c81a486e8538e1 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Wed, 21 Oct 2020 17:33:09 +0200 Subject: [PATCH 14/75] modified: docs/sphinx/source/installation/faq.rst modified: examples/CMakeLists.txt modified: src/CMakeLists.txt --- docs/sphinx/source/installation/faq.rst | 6 +----- examples/CMakeLists.txt | 3 --- src/CMakeLists.txt | 9 --------- 3 files changed, 1 insertion(+), 17 deletions(-) diff --git a/docs/sphinx/source/installation/faq.rst b/docs/sphinx/source/installation/faq.rst index 6d2a2d63f..a7a02d591 100644 --- a/docs/sphinx/source/installation/faq.rst +++ b/docs/sphinx/source/installation/faq.rst @@ -25,8 +25,6 @@ Yes, we offer several memory levels to control the memory-speed trade-off. These - ``low_mem``: Optimized for hardware with restricted memory capabilities. -<<<<<<< HEAD -======= Is it faster than PyTorch/TensorFlow/etc ---------------------------------------- @@ -38,7 +36,5 @@ Is it more memory-efficient than PyTorch/TensorFlow/etc Depends on your memory setting (see the "Can I control the memory consumption?" answer). ->>>>>>> 7e92b09a7beb637dec4e386730994a7f2c712062 - .. _PyEDDL: https://github.com/deephealthproject/pyeddl -.. _eddl_benchmarks: https://github.com/jofuelo/eddl_benchmark \ No newline at end of file +.. _eddl_benchmarks: https://github.com/jofuelo/eddl_benchmark diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt index 6d45baadd..1bc0dfdf6 100644 --- a/examples/CMakeLists.txt +++ b/examples/CMakeLists.txt @@ -124,10 +124,7 @@ if(BUILD_PROTOBUF) add_executable(onnx_import "onnx/3_onnx_import_net_from_file.cpp") target_link_libraries(onnx_import eddl) -<<<<<<< HEAD add_executable(onnx_gradients "onnx/4_onnx_test_gradients.cpp") target_link_libraries(onnx_gradients eddl) -======= ->>>>>>> 7e92b09a7beb637dec4e386730994a7f2c712062 endif() diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index b4306dccb..50750631f 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -484,7 +484,6 @@ message(STATUS "Protobuf include directory: " ${Protobuf_INCLUDE_DIRS} ) message(STATUS "Protobuf libraries: " ${Protobuf_LIBRARIES} ) message(STATUS "Protobuf compiler: " ${Protobuf_PROTOC_EXECUTABLE} ) endif() -<<<<<<< HEAD message(STATUS "-------------------------------------------" ) message(STATUS "Use distributed: " ${BUILD_DIST} ) if(BUILD_DIST) @@ -493,19 +492,11 @@ if(BUILD_DIST) message(STATUS "OpenSSL SSL library: " ${OPENSSL_SSL_LIBRARY} ) message(STATUS "OpenSSL crypto library: " ${OPENSSL_CRYPTO_LIBRARY} ) endif() -if(WIN32) -message(STATUS "-------------------------------------------" ) -message(STATUS "Pthreads dir: " ${PTHREADS_INSTALL_PATH} ) -message(STATUS "Pthreads include directory: " ${PTHREADS_INSTALL_PATH}/include ) -message(STATUS "Pthreads libraries: " ${PTHREADS_INSTALL_PATH}/lib ) -endif() -======= #if(WIN32) #message(STATUS "-------------------------------------------" ) #message(STATUS "Pthreads dir: " ${PTHREADS_INSTALL_PATH} ) #message(STATUS "Pthreads include: " ${PTHREADS_INSTALL_PATH}/include ) #message(STATUS "Pthreads libraries: " ${PTHREADS_INSTALL_PATH}/lib ) #endif() ->>>>>>> 7e92b09a7beb637dec4e386730994a7f2c712062 message(STATUS "===========================================" ) message(STATUS "===========================================" ) From 6fe3ad1b15f13fe0b68d95f29f6ddb7c402a3fe4 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Wed, 21 Oct 2020 20:34:29 +0200 Subject: [PATCH 15/75] Removing misc.rst in docs/sphinx/source/misc --- docs/sphinx/source/misc/misc.rst | 4 ---- 1 file changed, 4 deletions(-) delete mode 100644 docs/sphinx/source/misc/misc.rst diff --git a/docs/sphinx/source/misc/misc.rst b/docs/sphinx/source/misc/misc.rst deleted file mode 100644 index 36fb6a9a7..000000000 --- a/docs/sphinx/source/misc/misc.rst +++ /dev/null @@ -1,4 +0,0 @@ -Miscellaneous -============= - -(empty) \ No newline at end of file From 78374b4234af21b100158040ce9391a29404c9e0 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Fri, 22 Jan 2021 10:09:02 +0100 Subject: [PATCH 16/75] prototype code for forward --- src/layers/normalization/layer_batchnorm.cpp | 51 +++++++++++++++++++- 1 file changed, 49 insertions(+), 2 deletions(-) diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index fa7d991d6..332570545 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -109,7 +109,7 @@ void LBatchNorm::forward() { int M,N; int b,z,r,c,d; - Tensor *in; + Tensor *in, *opa2; if (input->ndim==2) { N=b=input->shape[0]; @@ -133,6 +133,11 @@ void LBatchNorm::forward() { Tensor::copy(in,opa); + if (input->isCPU()) { + opa2 = output->clone(); + if (input->ndim == 4) tensorNN::permute_channels_first(in, opa2); + else Tensor::copy(in, opa2); + } if (affine) { Tensor *var=new Tensor({N,M},input->device); Tensor *ones=new Tensor({N,1},input->device); @@ -151,7 +156,49 @@ void LBatchNorm::forward() { } else Tensor::copy(in,output); - + if (input->isCPU()) { // new implementation for affine + float *temp = new float[N * M]; + if (affine) { + switch (input->ndim) { + case 2: + r = c = 1; + /* for (int i = 0; i < N; i++) { + for (int j = 0; j < M; j++) { + // printf("%e %e\n", var->ptr[j], bn_b->ptr[j]); + temp[i * M + j] = opa2->ptr[i * M + j] * bn_g->ptr[j] + bn_b->ptr[j]; + } + } + break; */ + case 4: + z=input->shape[1]; + for (int i = 0; i < b; ++i) { + int psrc=i*(z*r*c); + for(int j=0;jptr[pdest]=A->ptr[psrc]; + temp[psrc] = opa2->ptr[psrc] * bn_g->ptr[j] + bn_b->ptr[j]; + } + } + break; + default: + printf("input->ndim %d\n", input->ndim); + abort(); + } + delete opa2; + float maxerror = 0.0; + for (int i = 0; i < N; i++) { + for (int j = 0; j < M; j++) { + float diff = fabs(temp[i * M + j] - output->ptr[i * M + j]) / fabs(temp[i * M + j]); + // if (diff > 1e-5) printf("%e %e %e\n", diff, temp[i * M + j], output->ptr[i * M + j]); + if (diff > maxerror) maxerror = diff; + } + } + printf("affine input->ndim %d maxerror %e\n", input->ndim, maxerror); + } + delete temp; + } delete in; } From f7bef05aed5c93c96e06fd8ed4618da43a691734 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Mon, 25 Jan 2021 19:48:43 +0100 Subject: [PATCH 17/75] prototype code for forward --- src/layers/normalization/layer_batchnorm.cpp | 85 +++++++++++++------- 1 file changed, 57 insertions(+), 28 deletions(-) diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index 332570545..a82a80810 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -100,6 +100,17 @@ void LBatchNorm::resize(int batch){ } } +float maxerror(int size, float *a, float *b) +{ + float maxerror = 0.0; + for (int i = 0; i < size; i++) { + float diff = fabs(a[i] - b[i]) / fabs(a[i]); + // if (diff > 1e-5) printf("%e %e %e\n", diff, a[i], b[i]); + if (diff > maxerror) maxerror = diff; + } + return maxerror; +} + // Batchnorm works over 2D Tensors // Essentialy 4D Tensors are reshaped as 2D and // Permute 4D tensors and set N,M values. @@ -109,7 +120,7 @@ void LBatchNorm::forward() { int M,N; int b,z,r,c,d; - Tensor *in, *opa2; + Tensor *in; if (input->ndim==2) { N=b=input->shape[0]; @@ -133,11 +144,6 @@ void LBatchNorm::forward() { Tensor::copy(in,opa); - if (input->isCPU()) { - opa2 = output->clone(); - if (input->ndim == 4) tensorNN::permute_channels_first(in, opa2); - else Tensor::copy(in, opa2); - } if (affine) { Tensor *var=new Tensor({N,M},input->device); Tensor *ones=new Tensor({N,1},input->device); @@ -156,8 +162,12 @@ void LBatchNorm::forward() { } else Tensor::copy(in,output); + // printf("M=%d N=%d %d %d\n", M, N, mean->size, variance->size); if (input->isCPU()) { // new implementation for affine - float *temp = new float[N * M]; + float *output2 = new float[N * M]; + float *mean2 = new float[M]; + float *variance2 = new float[M]; + float *opa2 = new float[N * M]; if (affine) { switch (input->ndim) { case 2: @@ -165,20 +175,42 @@ void LBatchNorm::forward() { /* for (int i = 0; i < N; i++) { for (int j = 0; j < M; j++) { // printf("%e %e\n", var->ptr[j], bn_b->ptr[j]); - temp[i * M + j] = opa2->ptr[i * M + j] * bn_g->ptr[j] + bn_b->ptr[j]; + output2[i * M + j] = opa2->ptr[i * M + j] * bn_g->ptr[j] + bn_b->ptr[j]; } } break; */ case 4: - z=input->shape[1]; - for (int i = 0; i < b; ++i) { - int psrc=i*(z*r*c); - for(int j=0;jptr[pdest]=A->ptr[psrc]; - temp[psrc] = opa2->ptr[psrc] * bn_g->ptr[j] + bn_b->ptr[j]; + z = input->shape[1]; + // compute mean and variance + for (int j = 0; j < z; j++) mean2[j] = variance2[j] = 0.0; + for (int i = 0; i < b; i++) { + int p = i * (z * r *c); + for(int j = 0; j < z; j++) // M + for(int k = 0; k < r; k++) + for(int m = 0; m < c; m++, p++) { + mean2[j] += input->ptr[p]; + variance2[j] += input->ptr[p] * input->ptr[p]; + } + } + for(int j = 0; j < z; j++) { + mean2[j] = mean2[j] / N; + variance2[j] = variance2[j] / N - mean2[j] * mean2[j]; + // update global statistics + /* if (momentum != 0.0) { + mean->ptr[j] = momentum * mean->ptr[j] + (1.0 - momentum) * mean2[j]; + variance->ptr[j] = momentum * variance->ptr[j] + (1.0 - momentum) * variance2[j]; + } */ + variance2[j] = sqrt(variance2[j] + epsilon); + } + // normalization + for (int i = 0; i < b; i++) { + int p = i * (z * r *c); + for(int j = 0; j < z; j++) // M + for(int k = 0; k < r; k++) + for(int m = 0; m < c; m++, p++) { + opa2[p] = (input->ptr[p] - mean2[j]) / variance2[j]; + // affine transformation + output2[p] = opa2[p] * bn_g->ptr[j] + bn_b->ptr[j]; } } break; @@ -186,18 +218,15 @@ void LBatchNorm::forward() { printf("input->ndim %d\n", input->ndim); abort(); } - delete opa2; - float maxerror = 0.0; - for (int i = 0; i < N; i++) { - for (int j = 0; j < M; j++) { - float diff = fabs(temp[i * M + j] - output->ptr[i * M + j]) / fabs(temp[i * M + j]); - // if (diff > 1e-5) printf("%e %e %e\n", diff, temp[i * M + j], output->ptr[i * M + j]); - if (diff > maxerror) maxerror = diff; - } - } - printf("affine input->ndim %d maxerror %e\n", input->ndim, maxerror); + printf("maxerror %e %e %e \n", + maxerror(M, mean2, bn_mean->ptr), + maxerror(M, variance2, bn_var->ptr), + maxerror(M, output2, output->ptr)); } - delete temp; + delete output2; + delete mean2; + delete variance2; + delete opa2; } delete in; } From 605dce61e17843d086eca94f5d8b70c8805ac780 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Tue, 26 Jan 2021 00:50:26 +0100 Subject: [PATCH 18/75] prototype code for forward --- src/layers/normalization/layer_batchnorm.cpp | 141 +++++++++++-------- 1 file changed, 80 insertions(+), 61 deletions(-) diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index a82a80810..e64d2ec4b 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -100,12 +100,60 @@ void LBatchNorm::resize(int batch){ } } +void cpu_batchnorm_forward(int b, int z, int r, int c, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum) +{ + if (trmode) { + // compute mean and variance + for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; + for (int i = 0; i < b; i++) { + int p = i * (z * r * c); + for (int j = 0; j < z; j++) // M + for (int k = 0; k < r; k++) + for (int m = 0; m < c; m++, p++) { + mean[j] += input[p]; + variance[j] += input[p] * input[p]; + } + } + float N = b * r * c; + for (int j = 0; j < z; j++) { + mean[j] = mean[j] / N; + variance[j] = variance[j] / N - mean[j] * mean[j]; + // update global statistics + if (momentum != 0.0) { + global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; + global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + } + variance[j] = sqrt(variance[j] + epsilon); + } + } else { + // TODO + } + // normalization + for (int i = 0; i < b; i++) { + int p = i * (z * r * c); + for (int j = 0; j < z; j++) // M + for (int k = 0; k < r; k++) + for (int m = 0; m < c; m++, p++) { + opa[p] = (input[p] - mean[j]) / variance[j]; + // affine transformation + output[p] = opa[p] * affine_g[j] + affine_b[j]; + } + } +} + float maxerror(int size, float *a, float *b) { float maxerror = 0.0; for (int i = 0; i < size; i++) { - float diff = fabs(a[i] - b[i]) / fabs(a[i]); - // if (diff > 1e-5) printf("%e %e %e\n", diff, a[i], b[i]); + float diff = fabs(a[i] - b[i]); // / fabs(a[i]); + if (diff > 1e-3) { + printf("[%d] %e %e\n", i, a[i], b[i]); + } if (diff > maxerror) maxerror = diff; } return maxerror; @@ -140,6 +188,13 @@ void LBatchNorm::forward() { opa->reshape_({N,M}); } + float *global_mean = new float[M]; + float *global_variance = new float[M]; + for (int j = 0; j < M; j++) { + global_mean[j] = mean->ptr[j]; + global_variance[j] = variance->ptr[j]; + } + BN_forward(in,bn_mean,bn_var,mean,variance,momentum,epsilon,mode==TRMODE); @@ -161,74 +216,38 @@ void LBatchNorm::forward() { tensorNN::permute_channels_first(in,output); } else Tensor::copy(in,output); + delete in; - // printf("M=%d N=%d %d %d\n", M, N, mean->size, variance->size); - if (input->isCPU()) { // new implementation for affine + if (input->isCPU()) { // new implementation for cpu float *output2 = new float[N * M]; + float *opa2 = new float[N * M]; + Tensor *opa_perm = input->clone(); + if (input->ndim == 4) tensorNN::permute_channels_first(opa, opa_perm); + else Tensor::copy(opa, opa_perm); float *mean2 = new float[M]; float *variance2 = new float[M]; - float *opa2 = new float[N * M]; - if (affine) { - switch (input->ndim) { - case 2: - r = c = 1; - /* for (int i = 0; i < N; i++) { - for (int j = 0; j < M; j++) { - // printf("%e %e\n", var->ptr[j], bn_b->ptr[j]); - output2[i * M + j] = opa2->ptr[i * M + j] * bn_g->ptr[j] + bn_b->ptr[j]; - } - } - break; */ - case 4: - z = input->shape[1]; - // compute mean and variance - for (int j = 0; j < z; j++) mean2[j] = variance2[j] = 0.0; - for (int i = 0; i < b; i++) { - int p = i * (z * r *c); - for(int j = 0; j < z; j++) // M - for(int k = 0; k < r; k++) - for(int m = 0; m < c; m++, p++) { - mean2[j] += input->ptr[p]; - variance2[j] += input->ptr[p] * input->ptr[p]; - } - } - for(int j = 0; j < z; j++) { - mean2[j] = mean2[j] / N; - variance2[j] = variance2[j] / N - mean2[j] * mean2[j]; - // update global statistics - /* if (momentum != 0.0) { - mean->ptr[j] = momentum * mean->ptr[j] + (1.0 - momentum) * mean2[j]; - variance->ptr[j] = momentum * variance->ptr[j] + (1.0 - momentum) * variance2[j]; - } */ - variance2[j] = sqrt(variance2[j] + epsilon); - } - // normalization - for (int i = 0; i < b; i++) { - int p = i * (z * r *c); - for(int j = 0; j < z; j++) // M - for(int k = 0; k < r; k++) - for(int m = 0; m < c; m++, p++) { - opa2[p] = (input->ptr[p] - mean2[j]) / variance2[j]; - // affine transformation - output2[p] = opa2[p] * bn_g->ptr[j] + bn_b->ptr[j]; - } - } - break; - default: - printf("input->ndim %d\n", input->ndim); - abort(); - } - printf("maxerror %e %e %e \n", - maxerror(M, mean2, bn_mean->ptr), - maxerror(M, variance2, bn_var->ptr), - maxerror(M, output2, output->ptr)); - } + cpu_batchnorm_forward(input->shape[0], input->shape[1], + input->ndim > 2 ? input->shape[2] : 1, + input->ndim > 3 ? input->shape[3] : 1, + input->ptr, output2, opa2, + global_mean, global_variance, + affine ? bn_g->ptr : NULL, + affine ? bn_b->ptr : NULL, + mean2, variance2, mode == TRMODE, epsilon, momentum); + printf("M=%d N=%d ", M, N); + printf("Output %e ", maxerror(N * M, output2, output->ptr)); + printf("Opa %e ", maxerror(N * M, opa2, opa_perm->ptr)); + printf("Mean %e ", maxerror(M, mean2, bn_mean->ptr)); + printf("Variance %e ", maxerror(M, variance2, bn_var->ptr)); + printf("Gmean %e ", maxerror(M, global_mean, mean->ptr)); + printf("Gvariance %e\n", maxerror(M, global_variance, variance->ptr)); delete output2; delete mean2; delete variance2; delete opa2; } - delete in; + delete global_mean; + delete global_variance; } void LBatchNorm::backward(){ From d394b0d335b48f5d8d063151137a3794efefe78a Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Wed, 27 Jan 2021 01:33:37 +0100 Subject: [PATCH 19/75] block code for forward --- src/layers/normalization/layer_batchnorm.cpp | 69 +++++++++++--------- 1 file changed, 39 insertions(+), 30 deletions(-) diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index e64d2ec4b..ecee68856 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -100,26 +100,28 @@ void LBatchNorm::resize(int batch){ } } -void cpu_batchnorm_forward(int b, int z, int r, int c, +void cpu_batchnorm_forward(int b, int z, int rc, float *input, float *output, float *opa, float *global_mean, float *global_variance, float *affine_g, float *affine_b, float *mean, float *variance, bool trmode, float epsilon, float momentum) { + const int block_size = 256; + int rcz = rc * z; if (trmode) { // compute mean and variance for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; - for (int i = 0; i < b; i++) { - int p = i * (z * r * c); - for (int j = 0; j < z; j++) // M - for (int k = 0; k < r; k++) - for (int m = 0; m < c; m++, p++) { - mean[j] += input[p]; - variance[j] += input[p] * input[p]; - } - } - float N = b * r * c; + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean[j] += input[p]; + variance[j] += input[p] * input[p]; + } + } + float N = b * rc; for (int j = 0; j < z; j++) { mean[j] = mean[j] / N; variance[j] = variance[j] / N - mean[j] * mean[j]; @@ -134,16 +136,19 @@ void cpu_batchnorm_forward(int b, int z, int r, int c, // TODO } // normalization - for (int i = 0; i < b; i++) { - int p = i * (z * r * c); - for (int j = 0; j < z; j++) // M - for (int k = 0; k < r; k++) - for (int m = 0; m < c; m++, p++) { - opa[p] = (input[p] - mean[j]) / variance[j]; - // affine transformation - output[p] = opa[p] * affine_g[j] + affine_b[j]; - } - } + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + float o = (input[p] - mean[j]) / variance[j]; + // affine transformation + if (affine_g != NULL) { + opa[p] = o; + output[p] = o * affine_g[j] + affine_b[j]; + } else output[p] = o; + } + } } float maxerror(int size, float *a, float *b) @@ -188,11 +193,14 @@ void LBatchNorm::forward() { opa->reshape_({N,M}); } - float *global_mean = new float[M]; - float *global_variance = new float[M]; - for (int j = 0; j < M; j++) { - global_mean[j] = mean->ptr[j]; - global_variance[j] = variance->ptr[j]; + float *global_mean, *global_variance; + if (input->isCPU()) { + global_mean = new float[M]; + global_variance = new float[M]; + for (int j = 0; j < M; j++) { + global_mean[j] = mean->ptr[j]; + global_variance[j] = variance->ptr[j]; + } } BN_forward(in,bn_mean,bn_var,mean,variance,momentum,epsilon,mode==TRMODE); @@ -216,6 +224,8 @@ void LBatchNorm::forward() { tensorNN::permute_channels_first(in,output); } else Tensor::copy(in,output); + + delete in; if (input->isCPU()) { // new implementation for cpu @@ -227,8 +237,7 @@ void LBatchNorm::forward() { float *mean2 = new float[M]; float *variance2 = new float[M]; cpu_batchnorm_forward(input->shape[0], input->shape[1], - input->ndim > 2 ? input->shape[2] : 1, - input->ndim > 3 ? input->shape[3] : 1, + input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], input->ptr, output2, opa2, global_mean, global_variance, affine ? bn_g->ptr : NULL, @@ -245,9 +254,9 @@ void LBatchNorm::forward() { delete mean2; delete variance2; delete opa2; + delete global_mean; + delete global_variance; } - delete global_mean; - delete global_variance; } void LBatchNorm::backward(){ From 76e1bc8c11fbc5176af51ac7d3912de80e843253 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Thu, 28 Jan 2021 16:52:07 +0100 Subject: [PATCH 20/75] CMakeLists update --- CMakeLists.txt | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index 2409a7e69..6e905f7ff 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -9,14 +9,9 @@ cmake_minimum_required(VERSION 3.9.2) option(BUILD_SUPERBUILD "Compile using the superbuild system" OFF) option(BUILD_PROTOBUF "Compile using Protobuf" ON) option(BUILD_OPENMP "Compile using OpenMP" ON) -<<<<<<< HEAD -option(BUILD_HPC "Compile using agressive flags" OFF) -option(BUILD_TESTS "Compile tests" ON) option(BUILD_DIST "Compile for a distributed execution" OFF) -======= option(BUILD_HPC "Compile using aggressive flags" ON) -option(BUILD_TESTS "Compile tests (HCP needs to be disabled)" ON) # Disable HCP to pass tests (there are numerical errors) ->>>>>>> d97875b3161d3e7a9199d35079d57a7d4ce3c6fa +option(BUILD_TESTS "Compile tests (HPC needs to be disabled)" ON) # Disable HPC to pass tests (there are numerical errors) option(USE_LOCAL_GTEST "Use the local library to avoid problems derived from the 'One Definition Rule'" ON) option(BUILD_EXAMPLES "Compile examples" ON) option(BUILD_RUNTIME "Compile runtime" ON) From 5953eb3cc5c21e9a3abd6d62f9ee46f3bb383949 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Thu, 28 Jan 2021 17:07:58 +0100 Subject: [PATCH 21/75] Corrected problems in examples/CMakeLists.txt --- examples/CMakeLists.txt | 2 -- 1 file changed, 2 deletions(-) diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt index 89d3440e2..12f9fd5c2 100644 --- a/examples/CMakeLists.txt +++ b/examples/CMakeLists.txt @@ -120,10 +120,8 @@ if(BUILD_PROTOBUF) add_executable(onnx_import "onnx/3_onnx_import_net_from_file.cpp") target_link_libraries(onnx_import eddl) -<<<<<<< HEAD add_executable(onnx_gradients "onnx/4_onnx_test_gradients.cpp") target_link_libraries(onnx_gradients eddl) -======= # EXAMPLES: ONNX MNIST **************************************************** add_executable(onnx_mnist_mlp "onnx/nn/1_mnist/1_mnist_mlp.cpp") From df7aa72c6e1bb5a2db55a5ecb2f2daa45e6c4f07 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Thu, 28 Jan 2021 17:15:26 +0100 Subject: [PATCH 22/75] Yet another mistake in examples/CMakeLists.txt --- examples/CMakeLists.txt | 4 ---- 1 file changed, 4 deletions(-) diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt index 12f9fd5c2..3f13ba8b0 100644 --- a/examples/CMakeLists.txt +++ b/examples/CMakeLists.txt @@ -208,8 +208,4 @@ if(BUILD_PROTOBUF) add_executable(onnx_nlp_machine_translation "onnx/nn/4_NLP/3_nlp_machine_translation.cpp") target_link_libraries(onnx_nlp_machine_translation eddl) - - - ->>>>>>> d97875b3161d3e7a9199d35079d57a7d4ce3c6fa endif() From 43c00d7ea7158b2880fda586db497d3465d608b9 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Thu, 28 Jan 2021 18:06:22 +0100 Subject: [PATCH 23/75] Manual merge with develop --- src/net/net_build.cpp | 5 - src/optimizers/optim_adam.cpp | 4 - src/optimizers/optim_rmsprop.cpp | 4 - src/optimizers/optim_sgd.cpp | 4 - src/serialization/onnx/eddl_onnx_export.cpp | 603 -------------------- 5 files changed, 620 deletions(-) diff --git a/src/net/net_build.cpp b/src/net/net_build.cpp index f0ea4c617..a7dc8ac5f 100644 --- a/src/net/net_build.cpp +++ b/src/net/net_build.cpp @@ -500,11 +500,6 @@ Layer * Net::getLayer(string lname) return nullptr; } -<<<<<<< HEAD -======= - - ->>>>>>> 408c7ad5e27361ddb58c6248a9d97117bb528769 void Net::enable_distributed(){ for(Layer* l : layers) l->enable_distributed(); diff --git a/src/optimizers/optim_adam.cpp b/src/optimizers/optim_adam.cpp index c9182a115..e8b6bb73a 100644 --- a/src/optimizers/optim_adam.cpp +++ b/src/optimizers/optim_adam.cpp @@ -100,13 +100,9 @@ void Adam::applygrads(int batch) { Tensor::add(-lr, mCap[p],1.0,layers[i]->params[j], layers[i]->params[j], 0); -<<<<<<< HEAD - if(layers[i]->distributed_training) Tensor::add(-lr, mCap[p],1.0,layers[i]->acc_gradients[j], layers[i]->acc_gradients[j], 0); -======= // Distributed training: Accumulation of gradients if (layers[i]->acc_gradients.size() > 0) Tensor::add(-lr, mCap[p],1.0,layers[i]->acc_gradients[j], layers[i]->acc_gradients[j], 0); ->>>>>>> 408c7ad5e27361ddb58c6248a9d97117bb528769 } } else p+=layers[i]->get_trainable_params_count(); diff --git a/src/optimizers/optim_rmsprop.cpp b/src/optimizers/optim_rmsprop.cpp index f5b91a9f9..6ecacfbc3 100644 --- a/src/optimizers/optim_rmsprop.cpp +++ b/src/optimizers/optim_rmsprop.cpp @@ -91,13 +91,9 @@ void RMSProp::applygrads(int batch) { Tensor::add(-lr, gT[p],1.0,layers[i]->params[j], layers[i]->params[j], 0); -<<<<<<< HEAD - if (layers[i]->distributed_training) Tensor::add(-lr, gT[p],1.0,layers[i]->acc_gradients[j], layers[i]->acc_gradients[j], 0); -======= // Distributed training: Accumulation of gradients if (layers[i]->acc_gradients.size() > 0) Tensor::add(-lr, gT[p],1.0,layers[i]->acc_gradients[j], layers[i]->acc_gradients[j], 0); ->>>>>>> 408c7ad5e27361ddb58c6248a9d97117bb528769 } } else p+=layers[i]->get_trainable_params_count(); diff --git a/src/optimizers/optim_sgd.cpp b/src/optimizers/optim_sgd.cpp index 43ad2f3d5..7ca03c28b 100644 --- a/src/optimizers/optim_sgd.cpp +++ b/src/optimizers/optim_sgd.cpp @@ -76,13 +76,9 @@ void SGD::applygrads(int batch) { Tensor::add(lr , layers[i]->gradients[j], mu, mT[p], mT[p], 0); Tensor::add(1.0, layers[i]->params[j], -1.0, mT[p], layers[i]->params[j], 0); -<<<<<<< HEAD - if(layers[i]->distributed_training) Tensor::add(1.0, layers[i]->acc_gradients[j], -1.0, mT[p], layers[i]->acc_gradients[j], 0); -======= // Distributed training: Accumulation of gradients if (layers[i]->acc_gradients.size() > 0) Tensor::add(1.0, layers[i]->acc_gradients[j], -1.0, mT[p], layers[i]->acc_gradients[j], 0); ->>>>>>> 408c7ad5e27361ddb58c6248a9d97117bb528769 } } else p+=layers[i]->get_trainable_params_count(); diff --git a/src/serialization/onnx/eddl_onnx_export.cpp b/src/serialization/onnx/eddl_onnx_export.cpp index 48c946f2c..11598800b 100644 --- a/src/serialization/onnx/eddl_onnx_export.cpp +++ b/src/serialization/onnx/eddl_onnx_export.cpp @@ -193,608 +193,6 @@ void handle_copy_states(LCopyStates *layer, onnx::GraphProto *graph); #ifdef cPROTO -<<<<<<< HEAD - void save_net_to_onnx_file( Net *net, string path ) { - // Check if the folder exists - string folder = path.substr(0, path.find_last_of("\\/")); - if(folder != path && !pathExists(folder)){ - msg("The file could not be saved. Check if the directory exists or if you have permissions to write in it.", "ONNX::ExportNet"); - } - - // Builds all the model in onnx from the Net object - if (net->snets[0]->dev!=DEV_CPU) - net->sync_weights(); - bool export_gradients = false; // We always store weights to file - onnx::ModelProto model = build_onnx_model( net , export_gradients ); - // Create the file stream and save the serialization of the onnx model in it - fstream ofs( path, ios::out | ios::binary ); - if ( !model.SerializeToOstream( &ofs ) ) { // The serialization is automated by the protobuf library - cerr << "Failed to write the model in onnx." << endl; - } - } - - size_t serialize_net_to_onnx_pointer( Net *net, void * & serialized_model, bool gradients ) { - // Builds all the model in onnx from the Net object - if (net->snets[0]->dev!=DEV_CPU) - net->sync_weights(); - if (gradients) - net->collect_acc_grads(); - onnx::ModelProto model = build_onnx_model( net , gradients ); - // Serialization of the model to an array of bytes - size_t size = model.ByteSizeLong(); // Get the size of the serialized model - serialized_model = new char [ size ]; - memset( serialized_model, 0 , size ); - if ( ! model.SerializeToArray( serialized_model, size ) ) { - cerr << "Failed to serialize the model in onnx into the buffer." << endl; - } - return size; - } - - string* serialize_net_to_onnx_string( Net *net, bool gradients) { - // Builds all the model in onnx from the Net object - if (net->snets[0]->dev!=DEV_CPU) - net->sync_weights(); - if (gradients) - net->collect_acc_grads(); - onnx::ModelProto model = build_onnx_model( net , gradients ); - // Serialization of the model to an array of bytes - string * model_string = new string(); - if ( ! model.SerializeToString(model_string) ) { - cerr << "Failed to serialize the model in onnx into a string ." << endl; - } - return model_string; - } - - onnx::ModelProto build_onnx_model( Net *net , bool gradients ) { - string producer_name ( "EDDL" ); - string producer_version ( "0.1" ); // ???????????????? - // Create the empty Model in onnx - onnx::ModelProto model; - model.set_ir_version( onnx::Version::IR_VERSION ); - model.set_producer_name( producer_name ); - model.set_producer_version( producer_version ); - - // Builds all the graph of the model - set_graph( &model, net, gradients ); - - // Return the finished model - return model; - } - - void set_graph( onnx::ModelProto *model, Net *net, bool gradients ) { - // Add a new empty graph to the model - onnx::GraphProto* graph = model->mutable_graph(); - graph->set_name( "Computational Graph" ); - onnx::OperatorSetIdProto* opset = model->add_opset_import(); - opset->set_version( 11 ); - - // Check whether the model is encoder, decoder or both. - bool is_encoder = false; - bool is_decoder = false; - for( int i=0; i < net->vfts.size(); i++ ) { - if ( net->vfts[i]->isdecoder ) { is_decoder=true; break; } - else if ( net->vfts[i]->isrecurrent ) is_encoder=true; - } - bool is_recurrent = is_encoder || is_decoder; - - // Set the inputs shapes of the graph - for( Layer* input : net->lin ) { - onnx::ValueInfoProto* input_info = graph->add_input(); - input_info->set_name( input->name ); - onnx::TypeProto* input_type = input_info->mutable_type(); - onnx::TypeProto::Tensor* input_type_tensor = input_type->mutable_tensor_type(); - input_type_tensor->set_elem_type( onnx::TensorProto::FLOAT ); - onnx::TensorShapeProto* input_type_tensor_shape = input_type_tensor->mutable_shape(); - onnx::TensorShapeProto::Dimension* input_type_tensor_dim; - vector input_shape = input->input->getShape(); - - if ( is_encoder ) { - // Set variable batch size - input_type_tensor_dim = input_type_tensor_shape->add_dim(); - input_type_tensor_dim->set_dim_param( "batch" ); - // Set variable sequence lenght - input_type_tensor_dim = input_type_tensor_shape->add_dim(); - input_type_tensor_dim->set_dim_param( "sequence" ); - for ( int i=1/*skip batch*/; i < input_shape.size(); ++i ) { - input_type_tensor_dim = input_type_tensor_shape->add_dim(); - input_type_tensor_dim->set_dim_value( input_shape[i] ); - } - // Fix input shape to add the seq_len dimension - vector::iterator it = input_shape.begin(); - input_shape.insert(it+1, 1); // Insert seq_len=1 afer batch_size - prepare_recurrent_input( input->name + "orig", input->name, input_shape, graph ); - input_info->set_name( input->name + "orig" ); - } else { - // Set the first dimension to a variable named "batch", to avoid setting a fixed batch size - input_type_tensor_dim = input_type_tensor_shape->add_dim(); - input_type_tensor_dim->set_dim_param( "batch" ); - // Set the rest of the dimensions - for ( int i=1/*skip batch*/; i < input_shape.size(); ++i ) { - input_type_tensor_dim = input_type_tensor_shape->add_dim(); - input_type_tensor_dim->set_dim_value( input_shape[i] ); - } - } - } - - // Set the outputs shapes of the graph - for( Layer* aux_output : net->lout ) { - // Create the required ONNX output objects - onnx::ValueInfoProto* output_info = graph->add_output(); - output_info->set_name( aux_output->name ); - onnx::TypeProto* output_type = output_info->mutable_type(); - onnx::TypeProto::Tensor* output_type_tensor = output_type->mutable_tensor_type(); - output_type_tensor->set_elem_type(onnx::TensorProto::FLOAT); - // Create the output_shape vectors - vector output_shape = aux_output->output->getShape(); // Get shape from output tensor - onnx::TensorShapeProto* output_type_tensor_shape = output_type_tensor->mutable_shape(); - onnx::TensorShapeProto::Dimension* output_type_tensor_dim; - // Set the first dimension to a variable named "batch", to avoid setting a fixed batch size - output_type_tensor_dim = output_type_tensor_shape->add_dim(); - output_type_tensor_dim->set_dim_param( "batch" ); - // Set the rest of the dimensions - for ( int i=1/*skip batch*/; i < output_shape.size(); ++i ) { - output_type_tensor_dim = output_type_tensor_shape->add_dim(); - output_type_tensor_dim->set_dim_value( output_shape[i] ); - } - } - - // Computational graph - for( Layer* aux_layer : net->layers ) { - // Builds a node of the graph from the layer in EDDL - build_node_from_layer( aux_layer, graph, gradients, is_recurrent ); - } - - } - - void build_node_from_layer( Layer *layer, onnx::GraphProto *graph, bool gradients, bool is_recurrent ) { - // Check the class of the layer to call the corresponding function to build the node - if ( LInput* t = dynamic_cast( layer ) ) - { - return; //Skip the input layers - } - else if ( LConv* t = dynamic_cast( layer ) ) - { - build_conv_node( (LConv*)(LinLayer*)layer, graph, gradients ); - } - else if ( LConv1D* t = dynamic_cast( layer ) ) - { - build_conv1D_node( (LConv1D*)(LinLayer*)layer, graph, gradients ); - } - else if ( LDense *t = dynamic_cast( layer ) ) - { - if ( is_recurrent ) - build_dense_with_matmul_node( (LDense*)(LinLayer*)layer, graph, gradients ); - else - build_gemm_node( (LDense*)(LinLayer*)layer, graph, gradients ); - } - else if ( LMaxPool *t = dynamic_cast( layer ) ) - { - build_maxpool_node( (LMaxPool*)(LinLayer*)layer, graph ); - } - else if ( LMaxPool1D *t = dynamic_cast( layer ) ) - { - build_maxpool1D_node( (LMaxPool1D*)(LinLayer*)layer, graph ); - } - else if ( LAveragePool *t = dynamic_cast( layer ) ) - { - build_averagepool_node( (LAveragePool*)(LinLayer*)layer, graph ); - } - else if ( LReshape *t = dynamic_cast( layer ) ) - { - build_reshape_node( (LReshape*)(LinLayer*)layer, graph ); - } - else if ( LPermute *t = dynamic_cast( layer ) ) - { - build_permute_node( (LPermute*)(OperatorLayer*)layer, graph ); - } - else if ( LUpSampling *t = dynamic_cast( layer ) ) - { - build_upsample_node( (LUpSampling*)(LinLayer*)layer, graph ); - } - else if ( LActivation *t = dynamic_cast( layer ) ) - { - // Check the type of activation layer - if ( !((LActivation *)(layer))->act.compare( "relu" ) ) - { - build_relu_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "sigmoid" ) ) - { - build_sigmoid_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "hard_sigmoid" ) ) - { - build_hard_sigmoid_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "tanh" ) ) - { - build_tanh_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "exp" ) ) - { - build_exp_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "linear" ) ) - { - build_linear_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "leaky_relu" ) ) - { - build_leaky_relu_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "thresholded_relu" ) ) - { - build_thresholded_relu_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "elu" ) ) - { - build_elu_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "selu" ) ) - { - build_selu_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "softmax" ) || !((LActivation *)(layer))->act.compare( "full_softmax" ) ) - { - build_softmax_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "softsign" ) ) - { - build_softsign_node( (LActivation*)(LinLayer*)layer, graph ); - } - else if ( !((LActivation *)(layer))->act.compare( "softplus" ) ) - { - build_softplus_node( (LActivation*)(LinLayer*)layer, graph ); - } - else - { - cout << "The activation layer " << layer->name << "has no valid type to export." << endl; - return; - } - - } - else if ( LConcat *t = dynamic_cast( layer ) ) - { - build_concat_node( (LConcat*)(MLayer*)layer, graph ); - } - else if ( LAdd *t = dynamic_cast( layer ) ) - { - build_add_node( (LAdd*)(MLayer*)layer, graph ); - } - else if ( LSubtract *t = dynamic_cast( layer ) ) - { - build_sub_node( (LSubtract*)(MLayer*)layer, graph ); - } - else if ( LAverage *t = dynamic_cast( layer ) ) - { - build_average_node( (LAverage*)(MLayer*)layer, graph ); - } - else if ( LMatMul *t = dynamic_cast( layer ) ) - { - build_matmul_node( (LMatMul*)(MLayer*)layer, graph ); - } - else if ( LMaximum *t = dynamic_cast( layer ) ) - { - build_max_node( (LMaximum*)(MLayer*)layer, graph ); - } - else if ( LMinimum *t = dynamic_cast( layer ) ) - { - build_min_node( (LMinimum*)(MLayer*)layer, graph ); - } - else if ( LBatchNorm *t = dynamic_cast( layer ) ) - { - build_batchnorm_node( (LBatchNorm*)(LinLayer*)layer, graph ); - } - else if ( LDropout *t = dynamic_cast( layer ) ) - { - build_dropout_node( (LDropout*)(LinLayer*)layer, graph ); - } - else if ( LLSTM *t = dynamic_cast( layer ) ) - { - build_lstm_node( (LLSTM*)(MLayer*)layer, graph ); - } - else - { - cout << "The layer " << layer->name << "has no OpType in Onnx." << endl; - return; - } - } - - // Node builders - //---------------------------------------------------------------------------------------- - - void build_conv_node( LConv *layer, onnx::GraphProto *graph, bool gradients ) { - // Add an empty node to the graph - onnx::NodeProto* node = graph->add_node(); - node->set_op_type( "Conv" ); - node->set_name( layer->name ); - // Set the inputs of the node from the parents of the layer - for ( Layer* parentl : layer->parent ) { - node->add_input( parentl->name ); - } - // Set the input params names of the conv op - node->add_input( layer->name + "_W" ); - node->add_input( layer->name + "_b" ); - // Set the name of the output of the node to link with other nodes - node->add_output( layer->name ); - - ////////////////////////// Attributes of the Conv operation ////////////////////////////////// - // Attr dilations - onnx::AttributeProto* conv_dilations = node->add_attribute(); - conv_dilations->set_name( "dilations" ); - conv_dilations->set_type( onnx::AttributeProto::INTS ); - vector vdilations {1, 1}; // ?? Tenemos esto en EDDL - for ( int i : vdilations ) { - conv_dilations->add_ints( i ); - } - //Attr group - onnx::AttributeProto* conv_group = node->add_attribute(); - conv_group->set_name( "group" ); - conv_group->set_type( onnx::AttributeProto::INT ); - conv_group->set_i( 1 ); // ???????????????????????????????????????????????????? - // Attr kernel_shape - onnx::AttributeProto* conv_kernel_shape = node->add_attribute(); - conv_kernel_shape->set_name( "kernel_shape" ); - conv_kernel_shape->set_type( onnx::AttributeProto::INTS ); - conv_kernel_shape->add_ints( layer->cd->kr ); - conv_kernel_shape->add_ints( layer->cd->kc ); - // Attr pads - onnx::AttributeProto* conv_pads = node->add_attribute(); - conv_pads->set_name( "pads" ); - conv_pads->set_type( onnx::AttributeProto::INTS ); - conv_pads->add_ints( layer->cd->padrt ); - conv_pads->add_ints( layer->cd->padcl ); - conv_pads->add_ints( layer->cd->padrb ); - conv_pads->add_ints( layer->cd->padcr ); - // Attr strides - onnx::AttributeProto* conv_strides = node->add_attribute(); - conv_strides->set_name( "strides" ); - conv_strides->set_type( onnx::AttributeProto::INTS ); - conv_strides->add_ints( layer->cd->sr ); - conv_strides->add_ints( layer->cd->sc ); - - // Check if we are exporting weights or accumulated gradients - if ( !gradients ) { - // Weights input - onnx::TensorProto* conv_w = graph->add_initializer(); - conv_w->set_name( layer->name + "_W" ); - conv_w->set_data_type( onnx::TensorProto::FLOAT ); - conv_w->mutable_dims()->Add( layer->cd->K->shape.begin(), layer->cd->K->shape.end() ); // Set the shape of the weights - conv_w->mutable_float_data()->Add( layer->cd->K->ptr, layer->cd->K->ptr + layer->cd->K->size ); // Set the weights values - //conv_w->mutable_raw_data()->assign( reinterpret_cast(layer->cd->K->ptr), sizeof(float) * layer->cd->K->size ); - // Bias input - onnx::TensorProto* conv_b = graph->add_initializer(); - conv_b->set_name( layer->name + "_b" ); - conv_b->set_data_type( onnx::TensorProto::FLOAT ); - conv_b->mutable_dims()->Add( layer->cd->bias->shape.begin(), layer->cd->bias->shape.end() ); // Set the shape of the bias - conv_b->mutable_float_data()->Add( layer->cd->bias->ptr, layer->cd->bias->ptr + layer->cd->bias->size); // Set the bias values - //conv_b->mutable_raw_data()->assign( reinterpret_cast(layer->cd->bias->ptr), sizeof(float) * layer->cd->bias->size ); - } else { - // Accumulated gradients (Weights) input - onnx::TensorProto* conv_w = graph->add_initializer(); - conv_w->set_name( layer->name + "_W" ); - conv_w->set_data_type( onnx::TensorProto::FLOAT ); - conv_w->mutable_dims()->Add( layer->cd->acc_gK->shape.begin(), layer->cd->acc_gK->shape.end() ); // Set the accumulated gradiens shape (weights) - conv_w->mutable_float_data()->Add( layer->cd->acc_gK->ptr, layer->cd->acc_gK->ptr + layer->cd->acc_gK->size ); // Set the accumulated gradients values (weights) - //conv_w->mutable_raw_data()->assign( reinterpret_cast(layer->cd->acc_gK->ptr), sizeof(float) * layer->cd->acc_gK->size ); - // Accumulated gradients (bias) input - onnx::TensorProto* conv_b = graph->add_initializer(); - conv_b->set_name( layer->name + "_b" ); - conv_b->set_data_type( onnx::TensorProto::FLOAT ); - conv_b->mutable_dims()->Add( layer->cd->acc_gbias->shape.begin(), layer->cd->acc_gbias->shape.end() ); // Set the accumulated gradients shape (bias) - conv_b->mutable_float_data()->Add( layer->cd->acc_gbias->ptr, layer->cd->acc_gbias->ptr + layer->cd->acc_gbias->size); // Set the accumulated gradients values (bias) - //conv_b->mutable_raw_data()->assign( reinterpret_cast(layer->cd->acc_gbias->ptr), sizeof(float) * layer->cd->acc_gbias->size ); - } - } - - void build_conv1D_node( LConv1D *layer, onnx::GraphProto *graph, bool gradients ) { - // Add an empty node to the graph - onnx::NodeProto* node = graph->add_node(); - node->set_op_type( "Conv" ); - node->set_name( layer->name ); - // Set the inputs of the node from the parents of the layer - for ( Layer* parentl : layer->parent ) { - node->add_input( parentl->name ); - } - // Set the input params names of the conv op - node->add_input( layer->name + "_W" ); - node->add_input( layer->name + "_b" ); - // Set the name of the output of the node to link with other nodes - node->add_output( layer->name ); - - ////////////////////////// Attributes of the Conv operation ////////////////////////////////// - // Attr dilations - onnx::AttributeProto* conv_dilations = node->add_attribute(); - conv_dilations->set_name( "dilations" ); - conv_dilations->set_type( onnx::AttributeProto::INTS ); - conv_dilations->add_ints( 1 ); - - //Attr group - onnx::AttributeProto* conv_group = node->add_attribute(); - conv_group->set_name( "group" ); - conv_group->set_type( onnx::AttributeProto::INT ); - conv_group->set_i( 1 ); - - // Attr kernel_shape - onnx::AttributeProto* conv_kernel_shape = node->add_attribute(); - conv_kernel_shape->set_name( "kernel_shape" ); - conv_kernel_shape->set_type( onnx::AttributeProto::INTS ); - conv_kernel_shape->add_ints( layer->cd->kr ); - - // Attr pads - onnx::AttributeProto* conv_pads = node->add_attribute(); - conv_pads->set_name( "pads" ); - conv_pads->set_type( onnx::AttributeProto::INTS ); - conv_pads->add_ints( layer->cd->padrt ); - conv_pads->add_ints( layer->cd->padrb ); - - // Attr strides - onnx::AttributeProto* conv_strides = node->add_attribute(); - conv_strides->set_name( "strides" ); - conv_strides->set_type( onnx::AttributeProto::INTS ); - conv_strides->add_ints( layer->cd->sr ); - - // Check if we are exporting weights or accumulated gradients - if ( !gradients ) { - // Weights input - onnx::TensorProto* conv_w = graph->add_initializer(); - conv_w->set_name( layer->name + "_W" ); - conv_w->set_data_type( onnx::TensorProto::FLOAT ); - conv_w->mutable_dims()->Add( layer->cd->K->shape.begin(), --layer->cd->K->shape.end() ); // Set the shape of the weights - conv_w->mutable_float_data()->Add( layer->cd->K->ptr, layer->cd->K->ptr + layer->cd->K->size ); // Set the weights values - //conv_w->mutable_raw_data()->assign( reinterpret_cast(layer->cd->K->ptr), sizeof(float) * layer->cd->K->size ); - // Bias input - onnx::TensorProto* conv_b = graph->add_initializer(); - conv_b->set_name( layer->name + "_b" ); - conv_b->set_data_type( onnx::TensorProto::FLOAT ); - conv_b->mutable_dims()->Add( layer->cd->bias->shape.begin(), layer->cd->bias->shape.end() ); // Set the shape of the bias - conv_b->mutable_float_data()->Add( layer->cd->bias->ptr, layer->cd->bias->ptr + layer->cd->bias->size); // Set the bias values - //conv_b->mutable_raw_data()->assign( reinterpret_cast(layer->cd->bias->ptr), sizeof(float) * layer->cd->bias->size ); - } else { - // Accumulated gradients (Weights) input - onnx::TensorProto* conv_w = graph->add_initializer(); - conv_w->set_name( layer->name + "_W" ); - conv_w->set_data_type( onnx::TensorProto::FLOAT ); - conv_w->mutable_dims()->Add( layer->cd->acc_gK->shape.begin(), --layer->cd->acc_gK->shape.end() ); // Set the accumulated gradiens shape (weights) - conv_w->mutable_float_data()->Add( layer->cd->acc_gK->ptr, layer->cd->acc_gK->ptr + layer->cd->acc_gK->size ); // Set the accumulated gradients values (weights) - //conv_w->mutable_raw_data()->assign( reinterpret_cast(layer->cd->acc_gK->ptr), sizeof(float) * layer->cd->acc_gK->size ); - // Accumulated gradients (bias) input - onnx::TensorProto* conv_b = graph->add_initializer(); - conv_b->set_name( layer->name + "_b" ); - conv_b->set_data_type( onnx::TensorProto::FLOAT ); - conv_b->mutable_dims()->Add( layer->cd->acc_gbias->shape.begin(), layer->cd->acc_gbias->shape.end() ); // Set the accumulated gradients shape (bias) - conv_b->mutable_float_data()->Add( layer->cd->acc_gbias->ptr, layer->cd->acc_gbias->ptr + layer->cd->acc_gbias->size); // Set the accumulated gradients values (bias) - //conv_b->mutable_raw_data()->assign( reinterpret_cast(layer->cd->acc_gbias->ptr), sizeof(float) * layer->cd->acc_gbias->size ); - } - } - - void build_gemm_node( LDense *layer, onnx::GraphProto *graph, bool gradients) { - // Add an empty node to the graph - onnx::NodeProto* node = graph->add_node(); - node->set_op_type( "Gemm" ); - node->set_name( layer->name ); - // Set the inputs of the node from the parents of the layer - for ( Layer* parentl : layer->parent ) { - node->add_input( parentl->name ); - } - // Set the input params names of the Gemm(Dense) op - node->add_input( layer->name + "_W" ); - node->add_input( layer->name + "_b" ); - // Set the name of the output of the node to link with other nodes - node->add_output( layer->name ); - - // Attr alpha - onnx::AttributeProto* dense_alpha = node->add_attribute(); - dense_alpha->set_name( "alpha" ); - dense_alpha->set_type( onnx::AttributeProto::FLOAT ); - dense_alpha->set_f( 1 ); - // Attr beta - onnx::AttributeProto* dense_beta = node->add_attribute(); - dense_beta->set_name( "beta" ); - dense_beta->set_type( onnx::AttributeProto::FLOAT ); - dense_beta->set_f( layer->use_bias ); - // Attr transA - onnx::AttributeProto* dense_transA = node->add_attribute(); - dense_transA->set_name( "transA" ); - dense_transA->set_type( onnx::AttributeProto::INT ); - dense_transA->set_i( 0 ); - // Attr transB - onnx::AttributeProto* dense_transB = node->add_attribute(); - dense_transB->set_name( "transB" ); - dense_transB->set_type( onnx::AttributeProto::INT ); - dense_transB->set_i( 0 ); - - // Check if we are exporting weights or accumulated gradients - if ( !gradients ) { - // Weights input - onnx::TensorProto* weight = graph->add_initializer(); - weight->set_name( layer->name + "_W" ); - weight->set_data_type( onnx::TensorProto::FLOAT ); - weight->mutable_dims()->Add( layer->W->shape.begin(), layer->W->shape.end() ); // Set the shape of the weights - weight->mutable_float_data()->Add( layer->W->ptr, layer->W->ptr + layer->W->size ); // Set the weights values - //weight->mutable_raw_data()->assign( reinterpret_cast(layer->W->ptr), sizeof(float) * layer->W->size ); - if ( layer->use_bias ) { - // Bias input - onnx::TensorProto* bias = graph->add_initializer(); - bias->set_name( layer->name + "_b" ); - bias->set_data_type( onnx::TensorProto::FLOAT ); - bias->mutable_dims()->Add( layer->bias->shape.begin(), layer->bias->shape.end() ); // Set the bias shape - bias->mutable_float_data()->Add( layer->bias->ptr, layer->bias->ptr + layer->bias->size ); // Set the bias values - //bias->mutable_raw_data()->assign( reinterpret_cast(layer->bias->ptr), sizeof(float) * layer->bias->size ); - } - } else { - // Accumulated gradients (Weights) input - onnx::TensorProto* weight = graph->add_initializer(); - weight->set_name( layer->name + "_W" ); - weight->set_data_type( onnx::TensorProto::FLOAT ); - weight->mutable_dims()->Add( layer->acc_gW->shape.begin(), layer->acc_gW->shape.end() ); // Set the accumulated gradients shape (weights) - weight->mutable_float_data()->Add( layer->acc_gW->ptr, layer->acc_gW->ptr + layer->acc_gW->size ); // Set the accumulated gradients values (weights) - //weight->mutable_raw_data()->assign( reinterpret_cast(layer->acc_gW->ptr), sizeof(float) * layer->acc_gW->size ); - - // Check if we are using bias - if ( layer->use_bias ) { - // Accumulated gradients (bias) input - onnx::TensorProto* bias = graph->add_initializer(); - bias->set_name( layer->name + "_b" ); - bias->set_data_type( onnx::TensorProto::FLOAT ); - bias->mutable_dims()->Add( layer->acc_gbias->shape.begin(), layer->acc_gbias->shape.end() ); // Set the accumulated gradients shape (bias) - bias->mutable_float_data()->Add( layer->acc_gbias->ptr, layer->acc_gbias->ptr + layer->acc_gbias->size ); // Set the accumulated gradients values (bias) - //bias->mutable_raw_data()->assign( reinterpret_cast(layer->acc_gbias->ptr), sizeof(float) * layer->acc_gbias->size ); - } - } - } - - void build_dense_with_matmul_node( LDense *layer, onnx::GraphProto *graph, bool gradients ) { - /* - * Build a dense layer by composing a MatMul with an Add - */ - - // Add an empty node to the graph - onnx::NodeProto* node = graph->add_node(); - node->set_op_type( "MatMul" ); - node->set_name( layer->name + "_MatMul" ); - // Set the inputs of the node from the parents of the layer - for ( Layer* parentl : layer->parent ) { - node->add_input( parentl->name ); - } - // Set the input param name of the Weight matrix - node->add_input( layer->name + "_W" ); - // Set the name of the output of the node to link with other nodes - if ( layer->use_bias ) - // Output name to link with the Add operator for the bias - node->add_output( layer->name + "_MatMul" ); - else - // Set the proper output name to connect with the next layer of the model - node->add_output( layer->name ); - - // Set weights for the MatMul - onnx::TensorProto* weight = graph->add_initializer(); - weight->set_name( layer->name + "_W" ); - weight->set_data_type( onnx::TensorProto::FLOAT ); - weight->mutable_dims()->Add( layer->W->shape.begin(), layer->W->shape.end() ); // Set the shape of the weights - weight->mutable_float_data()->Add( layer->W->ptr, layer->W->ptr + layer->W->size ); // Set the weights values - - // Create the Add node in case of using bias in the Dense layer - if ( layer->use_bias ) { - // Add an empty node to the graph - onnx::NodeProto* node_bias = graph->add_node(); - node_bias->set_op_type( "Add" ); - node_bias->set_name( layer->name + "_Add" ); - // Take the input from the previous MatMul - node_bias->add_input( layer->name + "_MatMul" ); - // Set the input param name of the Bias matrix - node_bias->add_input( layer->name + "_b" ); - // Set the name of the output of the node to link with other nodes - node_bias->add_output( layer->name ); - // Set weights for Add (Dense bias) - onnx::TensorProto* bias = graph->add_initializer(); - bias->set_name( layer->name + "_b" ); - bias->set_data_type( onnx::TensorProto::FLOAT ); - bias->mutable_dims()->Add( layer->bias->shape.begin(), layer->bias->shape.end() ); // Set the bias shape - bias->mutable_float_data()->Add( layer->bias->ptr, layer->bias->ptr + layer->bias->size ); // Set the bias values - } - -======= void sync_params(Net *net) { for (int j = 0; j < net->layers.size(); j++) @@ -807,7 +205,6 @@ void sync_params(Net *net) Tensor::inc(net->snets[i]->layers[j]->params[k], net->layers[j]->params[k]); } net->layers[j]->params[k]->div_(net->snets.size()); ->>>>>>> 408c7ad5e27361ddb58c6248a9d97117bb528769 } } } From 245b4db559b45b5fd74f35bcbc07ab960a0453f3 Mon Sep 17 00:00:00 2001 From: jonandergomez Date: Thu, 28 Jan 2021 18:16:39 +0100 Subject: [PATCH 24/75] Merge with develop issues manually updated --- docs/sphinx/source/intro/build-options.rst | 17 ++++------------- environment.yml | 6 +----- 2 files changed, 5 insertions(+), 18 deletions(-) diff --git a/docs/sphinx/source/intro/build-options.rst b/docs/sphinx/source/intro/build-options.rst index b19b2bf40..351c95354 100644 --- a/docs/sphinx/source/intro/build-options.rst +++ b/docs/sphinx/source/intro/build-options.rst @@ -12,7 +12,7 @@ If you want to compile with CUDA support, install: - NVIDIA CUDA 9 or above -Also, we highly recommend installing an Anaconda_ environment to manage external dependencies. You will get a high-quality BLAS library (MKL) and controlled dependency versions regardless of your system. +Also, we highly recommend installing an Anaconda_ environment to manage the external dependencies. You will get a high-quality BLAS library (MKL) and controlled dependency versions regardless of your system. Once you have Anaconda_ installed, you can create and activate our environment by running the following commands **from the source directory**: @@ -122,12 +122,8 @@ not found (or CUDA), it is automatically disabled so that it can run of CPU (alt Additional flags ^^^^^^^^^^^^^^^^ -<<<<<<< HEAD:docs/sphinx/source/installation/build-options.rst -These flags can enable/disable features of the EDDL so that you can optimize and troubleshoot the compilation process (see: :doc:``troubleshoot``). -======= -These flags can enable/disable features of the EDDL so that you can optimized and +These flags can enable/disable features of the EDDL so that you can optimize and troubleshoot the compilation process (see: :doc:`troubleshoot`). ->>>>>>> d97875b3161d3e7a9199d35079d57a7d4ce3c6fa:docs/sphinx/source/intro/build-options.rst - **Prefix path:** Semicolon-separated list of directories specifying installation prefixes to be searched by the ``find_package()``, ``find_program()``, ``find_library()``, ``find_file()``, and ``find_path()`` commands. @@ -161,7 +157,7 @@ troubleshoot the compilation process (see: :doc:`troubleshoot`). .. note:: - On MacOS we recommend using ``clang`` to avoid problems with OpenMP + On MacOS we recommend to use ``clang`` to avoid problems with OpenMP - **CUDA compiler:** If cmake have problems finding your cuda compiler, try setting ``CMAKE_CUDA_COMPILER``, such as: @@ -244,7 +240,7 @@ troubleshoot the compilation process (see: :doc:`troubleshoot`). The flag ``BUILD_HCP`` needs to be disabled. If not, some tests might not pass due to numerical errors. -- **Use local gtest:** Uses the local copy of the gtest repository as a fail-safe. Ignored if using superbuild. +- **Use local gtest:** Uses the local copy of the gtest repository as fail-safe. Ignored if using superbuild. .. code:: bash @@ -255,13 +251,8 @@ troubleshoot the compilation process (see: :doc:`troubleshoot`). Enabled by default. Why this? Because the Google C++ Testing Framework uses conditional compilation for some things. -<<<<<<< HEAD:docs/sphinx/source/installation/build-options.rst - Because of the C++ "One Definition Rule", gtest must be compiled with the same flags as - your C++ code under test. Therefore, to avoid or fix potential problems, we have provide you with -======= Because of the C++ "One Definition Rule", gtest must be compiled with exactly the same flags as your C++ code under test. Therefore, to avoid or fix potential problems, we have provided you with ->>>>>>> d97875b3161d3e7a9199d35079d57a7d4ce3c6fa:docs/sphinx/source/intro/build-options.rst this flag in advance. - **Build examples:** To compile the examples, use the setting ``BUILD_EXAMPLES``, such as: diff --git a/environment.yml b/environment.yml index 2741f737c..f02882c09 100644 --- a/environment.yml +++ b/environment.yml @@ -8,14 +8,10 @@ dependencies: - eigen==3.3.7 - protobuf==3.11.4 - libprotobuf==3.11.4 # We need to avoid problems with paths (idk why) -<<<<<<< HEAD - zlib - - cudatoolkit - openssl -======= - cudnn #==11.1.1 - cudatoolkit #==11.1.1 ->>>>>>> 408c7ad5e27361ddb58c6248a9d97117bb528769 - gtest - graphviz # Build & Run - wget @@ -26,4 +22,4 @@ dependencies: - sphinx==3.2.1 - sphinx_rtd_theme==0.5.0 - sphinx-tabs==1.3.0 - - breathe==4.22.1 \ No newline at end of file + - breathe==4.22.1 From 771ec62174cda77987b71066e64f458a3e474671 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Mon, 1 Feb 2021 02:21:11 +0100 Subject: [PATCH 25/75] wip --- include/eddl/hardware/cpu/cpu_tensor.h | 8 +- include/eddl/hardware/gpu/gpu_hw.h | 8 ++ include/eddl/hardware/gpu/gpu_kernels.h | 6 + src/hardware/cpu/cpu_math.cpp | 58 ++++++++ src/hardware/gpu/gpu_math.cu | 32 ++++- src/hardware/gpu/gpu_math_kernels.cu | 65 +++++++++ src/layers/normalization/layer_batchnorm.cpp | 135 +++++-------------- 7 files changed, 208 insertions(+), 104 deletions(-) diff --git a/include/eddl/hardware/cpu/cpu_tensor.h b/include/eddl/hardware/cpu/cpu_tensor.h index 70818d961..ee8c783cd 100644 --- a/include/eddl/hardware/cpu/cpu_tensor.h +++ b/include/eddl/hardware/cpu/cpu_tensor.h @@ -233,6 +233,12 @@ void cpu_not_equal(Tensor *A, Tensor *B, Tensor *C); // Legacy int cpu_equal2(Tensor *A, Tensor *B, float epsilon); - +// new batchnorm implementation +void cpu_batchnorm_forward(int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum); #endif //EDDL_CPU_TENSOR_H diff --git a/include/eddl/hardware/gpu/gpu_hw.h b/include/eddl/hardware/gpu/gpu_hw.h index a382584a1..92f0a7629 100644 --- a/include/eddl/hardware/gpu/gpu_hw.h +++ b/include/eddl/hardware/gpu/gpu_hw.h @@ -241,4 +241,12 @@ int* get_block_dim(int N, int blockSize); void copy_cpu2gpu(float* cpu_addresses, float* gpu_addresses, int size, bool delete_cpu); void gpu_initialize_rd(ReduceDescriptor2 *rd, Tensor *A, Tensor *B, bool reverse=false); +// new batchnorm implementation +void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum); + #endif //EDDL_GPU_HW_H diff --git a/include/eddl/hardware/gpu/gpu_kernels.h b/include/eddl/hardware/gpu/gpu_kernels.h index cc9ad308e..e7f24c8ee 100644 --- a/include/eddl/hardware/gpu/gpu_kernels.h +++ b/include/eddl/hardware/gpu/gpu_kernels.h @@ -195,5 +195,11 @@ __global__ void gpu_not_equal(float *A, float *B, float *C, long int size); __global__ void mask(float *A, float v, long int size); +// new batchnorm implementation +const int batch_norm_block_size = 256; +__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance); +__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon); +__global__ void gpu_batchnorm_forward_2b(int z, float *variance, float *global_variance, float epsilon); +__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output); #endif diff --git a/src/hardware/cpu/cpu_math.cpp b/src/hardware/cpu/cpu_math.cpp index 146afe678..d96080fe9 100644 --- a/src/hardware/cpu/cpu_math.cpp +++ b/src/hardware/cpu/cpu_math.cpp @@ -700,3 +700,61 @@ float cpu_median(float *ptr, int size, int *map) { return median; } +void cpu_batchnorm_forward(int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum) +{ + const int block_size = 256; + int rcz = rc * z; + if (trmode) { + // compute mean and variance + for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean[j] += input[p]; + variance[j] += input[p] * input[p]; + } + } + float N = b * rc; + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean[j] = mean[j] / N; + variance[j] = variance[j] / N - mean[j] * mean[j]; + // update global statistics + if (momentum != 0.0) { + global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; + global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + } + variance[j] = sqrt(variance[j] + epsilon); + } + } else { + // just update variance + mean = global_mean; + #pragma omp parallel for + for (int j = 0; j < z; j++) { + variance[j] = sqrt(global_variance[j] + epsilon); + } + } + // normalization + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + float o = (input[p] - mean[j]) / variance[j]; + // affine transformation + if (affine_g != NULL) { + opa[p] = o; + output[p] = o * affine_g[j] + affine_b[j]; + } else output[p] = o; + } + } +} diff --git a/src/hardware/gpu/gpu_math.cu b/src/hardware/gpu/gpu_math.cu index 8806f991d..980af1ae1 100644 --- a/src/hardware/gpu/gpu_math.cu +++ b/src/hardware/gpu/gpu_math.cu @@ -926,4 +926,34 @@ void gpu_initialize_rd(ReduceDescriptor2 *rd, Tensor *A, Tensor *B, bool reverse rd->cpu_addresses = nullptr; } } -} \ No newline at end of file +} + +void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum) +{ + cudaSetDevice(gpu_device); + int rcz = rc * z; + int num_blocks = rcz / batch_norm_block_size; + if (rcz % batch_norm_block_size) num_blocks++; + int num_blocks_z = z / batch_norm_block_size; + if (z % batch_norm_block_size) num_blocks_z++; + if (trmode) { + // compute mean and variance + // for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; + check_cuda(cudaMemset(mean, 0, z * sizeof(float)), "gpu_batchnorm_forward"); + check_cuda(cudaMemset(variance, 0, z * sizeof(float)), "gpu_batchnorm_forward"); + // compute mean and variance + gpu_batchnorm_forward_1<<>>(b, rc, rcz, input, mean, variance); + gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), mean, variance, momentum, global_mean, global_variance, epsilon); + // normalization + gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); + } else { + gpu_batchnorm_forward_2b<<>>(z, variance, global_variance, epsilon); + // normalization + gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); + } +} diff --git a/src/hardware/gpu/gpu_math_kernels.cu b/src/hardware/gpu/gpu_math_kernels.cu index c9557f0fd..cd5322ce1 100644 --- a/src/hardware/gpu/gpu_math_kernels.cu +++ b/src/hardware/gpu/gpu_math_kernels.cu @@ -387,3 +387,68 @@ __global__ void gpu_minimum(float* A, float* B, float* C, long int size){ C[thread_id_x] = min(A[thread_id_x], B[thread_id_x]); } } + +// new batchnorm implementation + +__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m = 0, v = 0; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + float x = input[p]; + m += x; + v += x * x; + } + atomicAdd(mean + j, m); + atomicAdd(variance + j, v); + } +} + +__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon) +{ + // for (int j = 0; j < z; j++) { + int j = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (j < z) { + mean[j] = mean[j] * inv_N; + variance[j] = variance[j] * inv_N - mean[j] * mean[j]; + // update global statistics + if (momentum != 0.0) { + global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; + global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + } + variance[j] = 1.0 / sqrt(variance[j] + epsilon); + } +} + +__global__ void gpu_batchnorm_forward_2b(int z, float *variance, float *global_variance, float epsilon) +{ + // for (int j = 0; j < z; j++) { + int j = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (j < z) { + variance[j] = 1.0 / sqrt(global_variance[j] + epsilon); + } +} + +__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m = mean[j]; + float v = variance[j]; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + float o = (input[p] - m) * v; + // affine transformation + if (affine_g != NULL) { + output[p] = opa[p] * affine_g[j] + affine_b[j]; + opa[p] = input[p]; + } else output[p] = o; + } + } +} diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index ecee68856..0dccafa71 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -15,6 +15,8 @@ #include "eddl/layers/normalization/layer_normalization.h" #include "eddl/layers/reductions/layer_reductions.h" #include "eddl/layers/operators/layer_operators.h" +#include "eddl/hardware/cpu/cpu_tensor.h" +#include "eddl/hardware/gpu/gpu_hw.h" using namespace std; @@ -100,70 +102,6 @@ void LBatchNorm::resize(int batch){ } } -void cpu_batchnorm_forward(int b, int z, int rc, - float *input, float *output, float *opa, - float *global_mean, float *global_variance, - float *affine_g, float *affine_b, - float *mean, float *variance, - bool trmode, float epsilon, float momentum) -{ - const int block_size = 256; - int rcz = rc * z; - if (trmode) { - // compute mean and variance - for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - mean[j] += input[p]; - variance[j] += input[p] * input[p]; - } - } - float N = b * rc; - for (int j = 0; j < z; j++) { - mean[j] = mean[j] / N; - variance[j] = variance[j] / N - mean[j] * mean[j]; - // update global statistics - if (momentum != 0.0) { - global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; - global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; - } - variance[j] = sqrt(variance[j] + epsilon); - } - } else { - // TODO - } - // normalization - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - float o = (input[p] - mean[j]) / variance[j]; - // affine transformation - if (affine_g != NULL) { - opa[p] = o; - output[p] = o * affine_g[j] + affine_b[j]; - } else output[p] = o; - } - } -} - -float maxerror(int size, float *a, float *b) -{ - float maxerror = 0.0; - for (int i = 0; i < size; i++) { - float diff = fabs(a[i] - b[i]); // / fabs(a[i]); - if (diff > 1e-3) { - printf("[%d] %e %e\n", i, a[i], b[i]); - } - if (diff > maxerror) maxerror = diff; - } - return maxerror; -} - // Batchnorm works over 2D Tensors // Essentialy 4D Tensors are reshaped as 2D and // Permute 4D tensors and set N,M values. @@ -171,6 +109,37 @@ void LBatchNorm::forward() { // Input = Output = opa = {Batch,Channels,H,W} OR {Batch,Dim} // bn_mean = bn_var = mean = variance = bn_g = bn_b = {Channels} or {Dim} + if (input->isCPU() || input->isGPU()) { + + // new implementation for CPU / GPU + Tensor *opa_perm = input->clone(); + if (input->isCPU()) { + cpu_batchnorm_forward(input->shape[0], input->shape[1], + input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], + input->ptr, output->ptr, opa_perm->ptr, + mean->ptr, variance->ptr, + affine ? bn_g->ptr : NULL, + affine ? bn_b->ptr : NULL, + bn_mean->ptr, bn_var->ptr, mode == TRMODE, epsilon, momentum); + } else { + gpu_batchnorm_forward(input->gpu_device, input->shape[0], input->shape[1], + input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], + input->ptr, output->ptr, opa_perm->ptr, + mean->ptr, variance->ptr, + affine ? bn_g->ptr : NULL, + affine ? bn_b->ptr : NULL, + bn_mean->ptr, bn_var->ptr, mode == TRMODE, epsilon, momentum); + } + if (input->ndim == 4) { + tensorNN::permute_channels_last(opa_perm, opa); + int M = input->shape[1]; + int N = input->shape[0] * input->shape[2] * input->shape[3]; + opa->reshape_({N, M}); + } else Tensor::copy(opa_perm, opa); + delete opa_perm; + + } else { + int M,N; int b,z,r,c,d; Tensor *in; @@ -193,16 +162,6 @@ void LBatchNorm::forward() { opa->reshape_({N,M}); } - float *global_mean, *global_variance; - if (input->isCPU()) { - global_mean = new float[M]; - global_variance = new float[M]; - for (int j = 0; j < M; j++) { - global_mean[j] = mean->ptr[j]; - global_variance[j] = variance->ptr[j]; - } - } - BN_forward(in,bn_mean,bn_var,mean,variance,momentum,epsilon,mode==TRMODE); @@ -228,34 +187,6 @@ void LBatchNorm::forward() { delete in; - if (input->isCPU()) { // new implementation for cpu - float *output2 = new float[N * M]; - float *opa2 = new float[N * M]; - Tensor *opa_perm = input->clone(); - if (input->ndim == 4) tensorNN::permute_channels_first(opa, opa_perm); - else Tensor::copy(opa, opa_perm); - float *mean2 = new float[M]; - float *variance2 = new float[M]; - cpu_batchnorm_forward(input->shape[0], input->shape[1], - input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], - input->ptr, output2, opa2, - global_mean, global_variance, - affine ? bn_g->ptr : NULL, - affine ? bn_b->ptr : NULL, - mean2, variance2, mode == TRMODE, epsilon, momentum); - printf("M=%d N=%d ", M, N); - printf("Output %e ", maxerror(N * M, output2, output->ptr)); - printf("Opa %e ", maxerror(N * M, opa2, opa_perm->ptr)); - printf("Mean %e ", maxerror(M, mean2, bn_mean->ptr)); - printf("Variance %e ", maxerror(M, variance2, bn_var->ptr)); - printf("Gmean %e ", maxerror(M, global_mean, mean->ptr)); - printf("Gvariance %e\n", maxerror(M, global_variance, variance->ptr)); - delete output2; - delete mean2; - delete variance2; - delete opa2; - delete global_mean; - delete global_variance; } } From 1f352c2c8a3f7d1e822a6168d553a666967d5522 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Thu, 4 Feb 2021 01:08:39 +0100 Subject: [PATCH 26/75] primera version en GPU del backward --- include/eddl/hardware/cpu/cpu_tensor.h | 5 ++ include/eddl/hardware/gpu/gpu_hw.h | 4 + include/eddl/hardware/gpu/gpu_kernels.h | 6 ++ .../normalization/layer_normalization.h | 1 + src/hardware/cpu/cpu_math.cpp | 60 ++++++++++++++ src/hardware/gpu/gpu_math.cu | 24 ++++++ src/hardware/gpu/gpu_math_kernels.cu | 80 ++++++++++++++++++- src/layers/normalization/layer_batchnorm.cpp | 60 ++++++++++++++ 8 files changed, 238 insertions(+), 2 deletions(-) diff --git a/include/eddl/hardware/cpu/cpu_tensor.h b/include/eddl/hardware/cpu/cpu_tensor.h index ee8c783cd..bc5893caa 100644 --- a/include/eddl/hardware/cpu/cpu_tensor.h +++ b/include/eddl/hardware/cpu/cpu_tensor.h @@ -241,4 +241,9 @@ void cpu_batchnorm_forward(int b, int z, int rc, float *mean, float *variance, bool trmode, float epsilon, float momentum); +void cpu_batchnorm_backward(int b, int z, int rc, + float *delta, float *opa, float *gbn_g, + float *gbn_b, float *bn_g, float *variance, + float *mean1, float *mean2); + #endif //EDDL_CPU_TENSOR_H diff --git a/include/eddl/hardware/gpu/gpu_hw.h b/include/eddl/hardware/gpu/gpu_hw.h index 92f0a7629..bfa3d24f4 100644 --- a/include/eddl/hardware/gpu/gpu_hw.h +++ b/include/eddl/hardware/gpu/gpu_hw.h @@ -249,4 +249,8 @@ void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, float *mean, float *variance, bool trmode, float epsilon, float momentum); +void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, + float *delta, float *opa, float *gbn_g, float *gbn_b, + float *bn_g, float *variance, float *mean1, float *mean2); + #endif //EDDL_GPU_HW_H diff --git a/include/eddl/hardware/gpu/gpu_kernels.h b/include/eddl/hardware/gpu/gpu_kernels.h index e7f24c8ee..a48a3f914 100644 --- a/include/eddl/hardware/gpu/gpu_kernels.h +++ b/include/eddl/hardware/gpu/gpu_kernels.h @@ -202,4 +202,10 @@ __global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float * __global__ void gpu_batchnorm_forward_2b(int z, float *variance, float *global_variance, float epsilon); __global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output); +__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2); +__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g); +__global__ void gpu_batchnorm_backward_1b(int b, int rc, int rcz, float *delta, float *opa, float *mean1, float *mean2); +__global__ void gpu_batchnorm_backward_2b(int z, float inv_N, float *mean1, float *mean2); +__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *mean1, float *mean2, float *variance); + #endif diff --git a/include/eddl/layers/normalization/layer_normalization.h b/include/eddl/layers/normalization/layer_normalization.h index fbe84d061..dde973032 100644 --- a/include/eddl/layers/normalization/layer_normalization.h +++ b/include/eddl/layers/normalization/layer_normalization.h @@ -46,6 +46,7 @@ class LBatchNorm : public LinLayer { Tensor *gbn_g; Tensor *gbn_b; Tensor *opa; //output pre-affine + Tensor *work1, *work2; // workspace for backward bool init; vector shape; diff --git a/src/hardware/cpu/cpu_math.cpp b/src/hardware/cpu/cpu_math.cpp index d96080fe9..63f9d88cb 100644 --- a/src/hardware/cpu/cpu_math.cpp +++ b/src/hardware/cpu/cpu_math.cpp @@ -758,3 +758,63 @@ void cpu_batchnorm_forward(int b, int z, int rc, } } } + +void cpu_batchnorm_backward(int b, int z, int rc, float *delta, float *opa, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) +{ + const int block_size = 256; + int rcz = rc * z; + float N = b * rc; + if (bn_g != NULL) { // affine + // compute mean + for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean1[j] += delta[p] * opa[p]; + mean2[j] += delta[p]; + delta[p] *= bn_g[j]; + } + } + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean1[j] /= N; + mean2[j] /= N; + gbn_g[j] += mean1[j]; + gbn_b[j] += mean2[j]; + mean1[j] *= bn_g[j]; + mean2[j] *= bn_g[j]; + } + } else { + // compute mean + for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean1[j] += delta[p] * opa[p]; // step 1 & 2 + mean2[j] += delta[p]; // step 4 + } + } + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean1[j] /= N; + mean2[j] /= N; + } + } + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + opa[p] = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 + delta[p] -= opa[p]; // step 6 + delta[p] /= variance[j]; // step 7 + } + } +} diff --git a/src/hardware/gpu/gpu_math.cu b/src/hardware/gpu/gpu_math.cu index 980af1ae1..95f9619eb 100644 --- a/src/hardware/gpu/gpu_math.cu +++ b/src/hardware/gpu/gpu_math.cu @@ -957,3 +957,27 @@ void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); } } + +void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, float *delta, float *opa, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) +{ + cudaSetDevice(gpu_device); + int rcz = rc * z; + int num_blocks = rcz / batch_norm_block_size; + if (rcz % batch_norm_block_size) num_blocks++; + int num_blocks_z = z / batch_norm_block_size; + if (z % batch_norm_block_size) num_blocks_z++; + float N = b * rc; + // for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + check_cuda(cudaMemset(mean1, 0, z * sizeof(float)), "gpu_batchnorm_backward"); + check_cuda(cudaMemset(mean2, 0, z * sizeof(float)), "gpu_batchnorm_backward"); + if (bn_g != NULL) { // affine + // compute mean + gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, bn_g, mean1, mean2); + gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, gbn_g, gbn_b, bn_g); + } else { + // compute mean + gpu_batchnorm_backward_1b<<>>(b, rc, rcz, delta, opa, mean1, mean2); + gpu_batchnorm_backward_2b<<>>(z, 1.0 / (b * rc), mean1, mean2); + } + gpu_batchnorm_backward_3<<>>(b, rc, rcz, delta, opa, mean1, mean2, variance); +} diff --git a/src/hardware/gpu/gpu_math_kernels.cu b/src/hardware/gpu/gpu_math_kernels.cu index cd5322ce1..7cac933d4 100644 --- a/src/hardware/gpu/gpu_math_kernels.cu +++ b/src/hardware/gpu/gpu_math_kernels.cu @@ -398,7 +398,7 @@ __global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, fl int j = k / rc; float m = 0, v = 0; for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { float x = input[p]; m += x; v += x * x; @@ -413,7 +413,7 @@ __global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float * // for (int j = 0; j < z; j++) { int j = blockIdx.x * batch_norm_block_size + threadIdx.x; if (j < z) { - mean[j] = mean[j] * inv_N; + mean[j] *= inv_N; variance[j] = variance[j] * inv_N - mean[j] * mean[j]; // update global statistics if (momentum != 0.0) { @@ -452,3 +452,79 @@ __global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, fl } } } + +__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m1 = 0, m2 = 0; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + m1 += delta[p] * opa[p]; + m2 += delta[p]; + delta[p] *= bn_g[j]; + } + atomicAdd(mean1 + j, m1); + atomicAdd(mean2 + j, m2); + } +} + +__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g) +{ + // for (int j = 0; j < z; j++) { + int j = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (j < z) { + float m1 = mean1[j] * inv_N; + float m2 = mean2[j] * inv_N; + gbn_g[j] += m1; + gbn_b[j] += m2; + mean1[j] = m1 * bn_g[j]; + mean2[j] = m2 * bn_g[j]; + } +} + +__global__ void gpu_batchnorm_backward_1b(int b, int rc, int rcz, float *delta, float *opa, float *mean1, float *mean2) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m1 = 0, m2 = 0; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + m1 += delta[p] * opa[p]; // step 1 & 2 + m2 += delta[p]; // step 4 + } + atomicAdd(mean1 + j, m1); + atomicAdd(mean2 + j, m2); + } +} + +__global__ void gpu_batchnorm_backward_2b(int z, float inv_N, float *mean1, float *mean2) +{ + // for (int j = 0; j < z; j++) { + int j = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (j < z) { + mean1[j] *= inv_N; + mean2[j] *= inv_N; + } +} + +__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *mean1, float *mean2, float *variance) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m1 = 0, m2 = 0; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + float o = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 + opa[p] = o; + float d = delta[p] - o; // step 6 + delta[p] = d / variance[j]; // step 7 + } + } +} diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index 0dccafa71..acc7dc9bf 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -42,6 +42,8 @@ LBatchNorm::LBatchNorm(Layer *parent, float momentum, float epsilon, bool affine output=new Tensor(input->getShape(),dev); opa=new Tensor(input->getShape(),dev); + work1 = new Tensor(shape, dev); + work2 = new Tensor(shape, dev); mean=new Tensor(shape,dev); mean->fill_(0.0); @@ -78,6 +80,8 @@ LBatchNorm::~LBatchNorm(){ delete bn_mean; delete bn_var; delete opa; //output pre-affine + delete work1; + delete work2; } // override functions: @@ -190,6 +194,27 @@ void LBatchNorm::forward() { } } +void check_error(Tensor *a_gpu, Tensor *b_gpu) +{ + Tensor *a = new Tensor(a_gpu->shape, DEV_CPU); + Tensor *b = new Tensor(b_gpu->shape, DEV_CPU); + Tensor::copy(a_gpu, a); + Tensor::copy(b_gpu, b); + float maxerr = 0.0; + int maxpos = 0; + for (int i = 0; i < a->size; i++) { + float d = fabs(a->ptr[i] - b->ptr[i]); + if (fabs(a->ptr[i]) > 1e-7) d = d / fabs(a->ptr[i]); + if (d > maxerr) { + maxerr = d; + maxpos = i; + } + } + printf("%e %e %e\n", maxerr, a->ptr[maxpos], b->ptr[maxpos]); + delete a; + delete b; +} + void LBatchNorm::backward(){ int M,N; int b,z,r,c,d; @@ -219,6 +244,29 @@ void LBatchNorm::backward(){ } + Tensor *delta2 = delta->clone(); + Tensor *opa2 = delta->clone(); + Tensor *gbn_g2 = gbn_g->clone(); + Tensor *gbn_b2 = gbn_b->clone(); + if (input->ndim == 4) { + tensorNN::permute_channels_first(opa, opa2); + } else { + Tensor::copy(opa, opa2); + } + if (delta->isCPU()) { + cpu_batchnorm_backward(delta->shape[0], delta->shape[1], + delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], + delta2->ptr, opa2->ptr, affine ? gbn_g2->ptr : NULL, + affine ? gbn_b2->ptr : NULL, affine ? bn_g->ptr : NULL, + bn_var->ptr, work1->ptr, work2->ptr); + } else if (delta->isGPU()) { + gpu_batchnorm_backward(delta->gpu_device, delta->shape[0], delta->shape[1], + delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], + delta2->ptr, opa2->ptr, affine ? gbn_g2->ptr : NULL, + affine ? gbn_b2->ptr : NULL, affine ? bn_g->ptr : NULL, + bn_var->ptr, work1->ptr, work2->ptr); + } + // Affine if (affine) { Tensor *A=new Tensor({N,M},delta->device); @@ -251,6 +299,18 @@ void LBatchNorm::backward(){ } else Tensor::inc(dp, parent[0]->delta); + // printf("gbn_g: "); check_error(gbn_g, gbn_g2); + // printf("gbn_b: "); check_error(gbn_b, gbn_b2); + if (input->ndim==4) { + printf("delta: "); check_error(delta, delta2); + } else { + printf("delta: "); check_error(dp, delta2); + } + delete delta2; + delete opa2; + delete gbn_g2; + delete gbn_b2; + delete dp; } From 0a6aecb270344cf3566381abbae04597a3bfc321 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Thu, 4 Feb 2021 11:28:54 +0100 Subject: [PATCH 27/75] segunda version backward --- include/eddl/hardware/cpu/cpu_tensor.h | 2 +- include/eddl/hardware/gpu/gpu_hw.h | 2 +- include/eddl/hardware/gpu/gpu_kernels.h | 5 +- src/hardware/cpu/cpu_math.cpp | 10 +-- src/hardware/gpu/gpu_math.cu | 12 ++-- src/hardware/gpu/gpu_math_kernels.cu | 74 ++++++++------------ src/layers/normalization/layer_batchnorm.cpp | 15 ++-- 7 files changed, 52 insertions(+), 68 deletions(-) diff --git a/include/eddl/hardware/cpu/cpu_tensor.h b/include/eddl/hardware/cpu/cpu_tensor.h index bc5893caa..06cea22a0 100644 --- a/include/eddl/hardware/cpu/cpu_tensor.h +++ b/include/eddl/hardware/cpu/cpu_tensor.h @@ -242,7 +242,7 @@ void cpu_batchnorm_forward(int b, int z, int rc, bool trmode, float epsilon, float momentum); void cpu_batchnorm_backward(int b, int z, int rc, - float *delta, float *opa, float *gbn_g, + float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2); diff --git a/include/eddl/hardware/gpu/gpu_hw.h b/include/eddl/hardware/gpu/gpu_hw.h index bfa3d24f4..f8fc7f3ef 100644 --- a/include/eddl/hardware/gpu/gpu_hw.h +++ b/include/eddl/hardware/gpu/gpu_hw.h @@ -250,7 +250,7 @@ void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, bool trmode, float epsilon, float momentum); void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, - float *delta, float *opa, float *gbn_g, float *gbn_b, + float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2); #endif //EDDL_GPU_HW_H diff --git a/include/eddl/hardware/gpu/gpu_kernels.h b/include/eddl/hardware/gpu/gpu_kernels.h index a48a3f914..e05a36bdc 100644 --- a/include/eddl/hardware/gpu/gpu_kernels.h +++ b/include/eddl/hardware/gpu/gpu_kernels.h @@ -199,13 +199,10 @@ __global__ void mask(float *A, float v, long int size); const int batch_norm_block_size = 256; __global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance); __global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon); -__global__ void gpu_batchnorm_forward_2b(int z, float *variance, float *global_variance, float epsilon); __global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output); __global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2); __global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g); -__global__ void gpu_batchnorm_backward_1b(int b, int rc, int rcz, float *delta, float *opa, float *mean1, float *mean2); -__global__ void gpu_batchnorm_backward_2b(int z, float inv_N, float *mean1, float *mean2); -__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *mean1, float *mean2, float *variance); +__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance); #endif diff --git a/src/hardware/cpu/cpu_math.cpp b/src/hardware/cpu/cpu_math.cpp index 63f9d88cb..e6e98e4fc 100644 --- a/src/hardware/cpu/cpu_math.cpp +++ b/src/hardware/cpu/cpu_math.cpp @@ -759,7 +759,7 @@ void cpu_batchnorm_forward(int b, int z, int rc, } } -void cpu_batchnorm_backward(int b, int z, int rc, float *delta, float *opa, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) +void cpu_batchnorm_backward(int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) { const int block_size = 256; int rcz = rc * z; @@ -812,9 +812,11 @@ void cpu_batchnorm_backward(int b, int z, int rc, float *delta, float *opa, floa int p = k + i * rcz; for (int l = 0; l < block_size && k + l < rcz; l++, p++) { int j = (k + l) / rc; - opa[p] = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 - delta[p] -= opa[p]; // step 6 - delta[p] /= variance[j]; // step 7 + // opa[p] = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 + // delta[p] -= opa[p]; // step 6 + // delta[p] /= variance[j]; // step 7 + // pdelta[p] += delta[p]; + pdelta[p] += (delta[p] - (opa[p] * mean1[j] + mean2[j])) / variance[j]; } } } diff --git a/src/hardware/gpu/gpu_math.cu b/src/hardware/gpu/gpu_math.cu index 95f9619eb..7c2368ca6 100644 --- a/src/hardware/gpu/gpu_math.cu +++ b/src/hardware/gpu/gpu_math.cu @@ -952,13 +952,13 @@ void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, // normalization gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); } else { - gpu_batchnorm_forward_2b<<>>(z, variance, global_variance, epsilon); + gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), NULL, variance, momentum, NULL, global_variance, epsilon); // normalization gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); } } -void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, float *delta, float *opa, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) +void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) { cudaSetDevice(gpu_device); int rcz = rc * z; @@ -970,14 +970,14 @@ void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, float *delta, // for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; check_cuda(cudaMemset(mean1, 0, z * sizeof(float)), "gpu_batchnorm_backward"); check_cuda(cudaMemset(mean2, 0, z * sizeof(float)), "gpu_batchnorm_backward"); - if (bn_g != NULL) { // affine + if (bn_g != NULL) { // compute mean gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, bn_g, mean1, mean2); gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, gbn_g, gbn_b, bn_g); } else { // compute mean - gpu_batchnorm_backward_1b<<>>(b, rc, rcz, delta, opa, mean1, mean2); - gpu_batchnorm_backward_2b<<>>(z, 1.0 / (b * rc), mean1, mean2); + gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, NULL, mean1, mean2); + gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, NULL, NULL, NULL); } - gpu_batchnorm_backward_3<<>>(b, rc, rcz, delta, opa, mean1, mean2, variance); + gpu_batchnorm_backward_3<<>>(b, rc, rcz, delta, opa, pdelta, mean1, mean2, variance); } diff --git a/src/hardware/gpu/gpu_math_kernels.cu b/src/hardware/gpu/gpu_math_kernels.cu index 7cac933d4..1b0313665 100644 --- a/src/hardware/gpu/gpu_math_kernels.cu +++ b/src/hardware/gpu/gpu_math_kernels.cu @@ -413,14 +413,18 @@ __global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float * // for (int j = 0; j < z; j++) { int j = blockIdx.x * batch_norm_block_size + threadIdx.x; if (j < z) { - mean[j] *= inv_N; - variance[j] = variance[j] * inv_N - mean[j] * mean[j]; - // update global statistics - if (momentum != 0.0) { - global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; - global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + if (mean != NULL) { + mean[j] *= inv_N; + variance[j] = variance[j] * inv_N - mean[j] * mean[j]; + // update global statistics + if (momentum != 0.0) { + global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; + global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + } + variance[j] = 1.0 / sqrt(variance[j] + epsilon); + } else { + variance[j] = 1.0 / sqrt(global_variance[j] + epsilon); } - variance[j] = 1.0 / sqrt(variance[j] + epsilon); } } @@ -454,38 +458,6 @@ __global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, fl } __global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - float m1 = 0, m2 = 0; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - m1 += delta[p] * opa[p]; - m2 += delta[p]; - delta[p] *= bn_g[j]; - } - atomicAdd(mean1 + j, m1); - atomicAdd(mean2 + j, m2); - } -} - -__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g) -{ - // for (int j = 0; j < z; j++) { - int j = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (j < z) { - float m1 = mean1[j] * inv_N; - float m2 = mean2[j] * inv_N; - gbn_g[j] += m1; - gbn_b[j] += m2; - mean1[j] = m1 * bn_g[j]; - mean2[j] = m2 * bn_g[j]; - } -} - -__global__ void gpu_batchnorm_backward_1b(int b, int rc, int rcz, float *delta, float *opa, float *mean1, float *mean2) { // for (int k = 0; k < rcz; k += batch_norm_block_size) int k = blockIdx.x * batch_norm_block_size + threadIdx.x; @@ -496,35 +468,45 @@ __global__ void gpu_batchnorm_backward_1b(int b, int rc, int rcz, float *delta, // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { m1 += delta[p] * opa[p]; // step 1 & 2 m2 += delta[p]; // step 4 + if (bn_g != NULL) delta[p] *= bn_g[j]; // affine } atomicAdd(mean1 + j, m1); atomicAdd(mean2 + j, m2); } } -__global__ void gpu_batchnorm_backward_2b(int z, float inv_N, float *mean1, float *mean2) +__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g) { // for (int j = 0; j < z; j++) { int j = blockIdx.x * batch_norm_block_size + threadIdx.x; if (j < z) { - mean1[j] *= inv_N; - mean2[j] *= inv_N; + if (bn_g != NULL) { // affine + float m1 = mean1[j] * inv_N; + float m2 = mean2[j] * inv_N; + gbn_g[j] += m1; + gbn_b[j] += m2; + mean1[j] = m1 * bn_g[j]; + mean2[j] = m2 * bn_g[j]; + } else { + mean1[j] *= inv_N; + mean2[j] *= inv_N; + } } } -__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *mean1, float *mean2, float *variance) +__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance) { // for (int k = 0; k < rcz; k += batch_norm_block_size) int k = blockIdx.x * batch_norm_block_size + threadIdx.x; if (k < rcz) { int j = k / rc; - float m1 = 0, m2 = 0; for (int i = 0, p = k; i < b; i++, p += rcz) { // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { float o = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 - opa[p] = o; + // opa[p] = o; float d = delta[p] - o; // step 6 - delta[p] = d / variance[j]; // step 7 + // delta[p] = d / variance[j]; // step 7 + pdelta[p] += d / variance[j]; } } } diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index acc7dc9bf..8de638b4d 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -245,6 +245,7 @@ void LBatchNorm::backward(){ } Tensor *delta2 = delta->clone(); + Tensor *pdelta2 = parent[0]->delta->clone(); Tensor *opa2 = delta->clone(); Tensor *gbn_g2 = gbn_g->clone(); Tensor *gbn_b2 = gbn_b->clone(); @@ -256,14 +257,14 @@ void LBatchNorm::backward(){ if (delta->isCPU()) { cpu_batchnorm_backward(delta->shape[0], delta->shape[1], delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], - delta2->ptr, opa2->ptr, affine ? gbn_g2->ptr : NULL, - affine ? gbn_b2->ptr : NULL, affine ? bn_g->ptr : NULL, + delta2->ptr, opa2->ptr, pdelta2->ptr, + affine ? gbn_g2->ptr : NULL, affine ? gbn_b2->ptr : NULL, affine ? bn_g->ptr : NULL, bn_var->ptr, work1->ptr, work2->ptr); } else if (delta->isGPU()) { gpu_batchnorm_backward(delta->gpu_device, delta->shape[0], delta->shape[1], delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], - delta2->ptr, opa2->ptr, affine ? gbn_g2->ptr : NULL, - affine ? gbn_b2->ptr : NULL, affine ? bn_g->ptr : NULL, + delta2->ptr, opa2->ptr, pdelta2->ptr, + affine ? gbn_g2->ptr : NULL, affine ? gbn_b2->ptr : NULL, affine ? bn_g->ptr : NULL, bn_var->ptr, work1->ptr, work2->ptr); } @@ -301,12 +302,14 @@ void LBatchNorm::backward(){ // printf("gbn_g: "); check_error(gbn_g, gbn_g2); // printf("gbn_b: "); check_error(gbn_b, gbn_b2); - if (input->ndim==4) { + /* if (input->ndim==4) { printf("delta: "); check_error(delta, delta2); } else { printf("delta: "); check_error(dp, delta2); - } + } */ + printf("pdelta: "); check_error(parent[0]->delta, pdelta2); delete delta2; + delete pdelta2; delete opa2; delete gbn_g2; delete gbn_b2; From 5c58d6c839a10c67b1212b5fa41cf737ea95284b Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Thu, 4 Feb 2021 11:52:16 +0100 Subject: [PATCH 28/75] version final del backward --- src/layers/normalization/layer_batchnorm.cpp | 92 +++++--------------- 1 file changed, 24 insertions(+), 68 deletions(-) diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index 8de638b4d..e0a2b10a3 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -116,11 +116,10 @@ void LBatchNorm::forward() { if (input->isCPU() || input->isGPU()) { // new implementation for CPU / GPU - Tensor *opa_perm = input->clone(); if (input->isCPU()) { cpu_batchnorm_forward(input->shape[0], input->shape[1], input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], - input->ptr, output->ptr, opa_perm->ptr, + input->ptr, output->ptr, opa->ptr, mean->ptr, variance->ptr, affine ? bn_g->ptr : NULL, affine ? bn_b->ptr : NULL, @@ -128,19 +127,12 @@ void LBatchNorm::forward() { } else { gpu_batchnorm_forward(input->gpu_device, input->shape[0], input->shape[1], input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], - input->ptr, output->ptr, opa_perm->ptr, + input->ptr, output->ptr, opa->ptr, mean->ptr, variance->ptr, affine ? bn_g->ptr : NULL, affine ? bn_b->ptr : NULL, bn_mean->ptr, bn_var->ptr, mode == TRMODE, epsilon, momentum); } - if (input->ndim == 4) { - tensorNN::permute_channels_last(opa_perm, opa); - int M = input->shape[1]; - int N = input->shape[0] * input->shape[2] * input->shape[3]; - opa->reshape_({N, M}); - } else Tensor::copy(opa_perm, opa); - delete opa_perm; } else { @@ -194,28 +186,29 @@ void LBatchNorm::forward() { } } -void check_error(Tensor *a_gpu, Tensor *b_gpu) -{ - Tensor *a = new Tensor(a_gpu->shape, DEV_CPU); - Tensor *b = new Tensor(b_gpu->shape, DEV_CPU); - Tensor::copy(a_gpu, a); - Tensor::copy(b_gpu, b); - float maxerr = 0.0; - int maxpos = 0; - for (int i = 0; i < a->size; i++) { - float d = fabs(a->ptr[i] - b->ptr[i]); - if (fabs(a->ptr[i]) > 1e-7) d = d / fabs(a->ptr[i]); - if (d > maxerr) { - maxerr = d; - maxpos = i; +void LBatchNorm::backward(){ + + if (delta->isCPU() || delta->isGPU()) { + + // new implementation for CPU / GPU + if (delta->isCPU()) { + cpu_batchnorm_backward(delta->shape[0], delta->shape[1], + delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], + delta->ptr, opa->ptr, parent[0]->delta->ptr, + affine ? gbn_g->ptr : NULL, + affine ? gbn_b->ptr : NULL, affine ? bn_g->ptr : NULL, + bn_var->ptr, work1->ptr, work2->ptr); + } else if (delta->isGPU()) { + gpu_batchnorm_backward(delta->gpu_device, delta->shape[0], delta->shape[1], + delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], + delta->ptr, opa->ptr, parent[0]->delta->ptr, + affine ? gbn_g->ptr : NULL, + affine ? gbn_b->ptr : NULL, affine ? bn_g->ptr : NULL, + bn_var->ptr, work1->ptr, work2->ptr); } - } - printf("%e %e %e\n", maxerr, a->ptr[maxpos], b->ptr[maxpos]); - delete a; - delete b; -} -void LBatchNorm::backward(){ + } else { + int M,N; int b,z,r,c,d; @@ -244,30 +237,6 @@ void LBatchNorm::backward(){ } - Tensor *delta2 = delta->clone(); - Tensor *pdelta2 = parent[0]->delta->clone(); - Tensor *opa2 = delta->clone(); - Tensor *gbn_g2 = gbn_g->clone(); - Tensor *gbn_b2 = gbn_b->clone(); - if (input->ndim == 4) { - tensorNN::permute_channels_first(opa, opa2); - } else { - Tensor::copy(opa, opa2); - } - if (delta->isCPU()) { - cpu_batchnorm_backward(delta->shape[0], delta->shape[1], - delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], - delta2->ptr, opa2->ptr, pdelta2->ptr, - affine ? gbn_g2->ptr : NULL, affine ? gbn_b2->ptr : NULL, affine ? bn_g->ptr : NULL, - bn_var->ptr, work1->ptr, work2->ptr); - } else if (delta->isGPU()) { - gpu_batchnorm_backward(delta->gpu_device, delta->shape[0], delta->shape[1], - delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], - delta2->ptr, opa2->ptr, pdelta2->ptr, - affine ? gbn_g2->ptr : NULL, affine ? gbn_b2->ptr : NULL, affine ? bn_g->ptr : NULL, - bn_var->ptr, work1->ptr, work2->ptr); - } - // Affine if (affine) { Tensor *A=new Tensor({N,M},delta->device); @@ -300,22 +269,9 @@ void LBatchNorm::backward(){ } else Tensor::inc(dp, parent[0]->delta); - // printf("gbn_g: "); check_error(gbn_g, gbn_g2); - // printf("gbn_b: "); check_error(gbn_b, gbn_b2); - /* if (input->ndim==4) { - printf("delta: "); check_error(delta, delta2); - } else { - printf("delta: "); check_error(dp, delta2); - } */ - printf("pdelta: "); check_error(parent[0]->delta, pdelta2); - delete delta2; - delete pdelta2; - delete opa2; - delete gbn_g2; - delete gbn_b2; - delete dp; + } } From e39a3dd762221d5f06673a63994afabdfff7051b Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Thu, 4 Feb 2021 13:48:38 +0100 Subject: [PATCH 29/75] New BatchNorm routines in tensorNN --- include/eddl/hardware/cpu/cpu_tensor.h | 13 ----- include/eddl/hardware/cpu/nn/cpu_tensor_nn.h | 12 +++++ include/eddl/tensor/nn/tensor_nn.h | 8 +++ src/hardware/gpu/gpu_math_kernels.cu | 13 +---- src/layers/normalization/layer_batchnorm.cpp | 50 ++++++------------- src/tensor/nn/tensor_bn.cpp | 51 +++++++++++++++++++- 6 files changed, 88 insertions(+), 59 deletions(-) diff --git a/include/eddl/hardware/cpu/cpu_tensor.h b/include/eddl/hardware/cpu/cpu_tensor.h index 116fb97da..486c062d5 100644 --- a/include/eddl/hardware/cpu/cpu_tensor.h +++ b/include/eddl/hardware/cpu/cpu_tensor.h @@ -233,17 +233,4 @@ void cpu_not_equal(Tensor *A, Tensor *B, Tensor *C); // Legacy int cpu_equal2(Tensor *A, Tensor *B, float epsilon); -// new batchnorm implementation -void cpu_batchnorm_forward(int b, int z, int rc, - float *input, float *output, float *opa, - float *global_mean, float *global_variance, - float *affine_g, float *affine_b, - float *mean, float *variance, - bool trmode, float epsilon, float momentum); - -void cpu_batchnorm_backward(int b, int z, int rc, - float *delta, float *opa, float *pdelta, float *gbn_g, - float *gbn_b, float *bn_g, float *variance, - float *mean1, float *mean2); - #endif //EDDL_CPU_TENSOR_H diff --git a/include/eddl/hardware/cpu/nn/cpu_tensor_nn.h b/include/eddl/hardware/cpu/nn/cpu_tensor_nn.h index 7987bf87e..aee292e74 100644 --- a/include/eddl/hardware/cpu/nn/cpu_tensor_nn.h +++ b/include/eddl/hardware/cpu/nn/cpu_tensor_nn.h @@ -117,4 +117,16 @@ void cpu_permute_channels_first(Tensor *A,Tensor *B); void cpu_permute_channels_last(Tensor *A,Tensor *B); void cpu_permute_batch_first(Tensor *A,Tensor *B); void cpu_permute_batch_last(Tensor *A,Tensor *B); +// new batchnorm implementation +void cpu_batchnorm_forward(int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum); + +void cpu_batchnorm_backward(int b, int z, int rc, + float *delta, float *opa, float *pdelta, float *gbn_g, + float *gbn_b, float *bn_g, float *variance, + float *mean1, float *mean2); #endif //EDDL_CPU_TENSOR_NN_H diff --git a/include/eddl/tensor/nn/tensor_nn.h b/include/eddl/tensor/nn/tensor_nn.h index 812ba054f..fd6153a11 100644 --- a/include/eddl/tensor/nn/tensor_nn.h +++ b/include/eddl/tensor/nn/tensor_nn.h @@ -118,6 +118,14 @@ namespace tensorNN{ void permute_channels_first(Tensor *A,Tensor *B); void permute_batch_last(Tensor *A,Tensor *B); void permute_batch_first(Tensor *A,Tensor *B); + void BatchNormForward(Tensor *input, Tensor *output, Tensor *opa, + Tensor *global_mean, Tensor *global_variance, + Tensor *affine_g, Tensor *affine_b, + Tensor *mean, Tensor *variance, + bool trmode, float epsilon, float momentum); + void BatchNormBackward(Tensor *delta, Tensor *opa, Tensor *pdelta, Tensor *gbn_g, + Tensor *gbn_b, Tensor *bn_g, Tensor *variance, + Tensor *work1, Tensor *work2); } diff --git a/src/hardware/gpu/gpu_math_kernels.cu b/src/hardware/gpu/gpu_math_kernels.cu index 8548e0120..111d2c48a 100644 --- a/src/hardware/gpu/gpu_math_kernels.cu +++ b/src/hardware/gpu/gpu_math_kernels.cu @@ -421,22 +421,13 @@ __global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float * global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; } - variance[j] = 1.0 / sqrt(variance[j] + epsilon); + variance[j] = 1.0f / sqrt(variance[j] + epsilon); } else { - variance[j] = 1.0 / sqrt(global_variance[j] + epsilon); + variance[j] = 1.0f / sqrt(global_variance[j] + epsilon); } } } -__global__ void gpu_batchnorm_forward_2b(int z, float *variance, float *global_variance, float epsilon) -{ - // for (int j = 0; j < z; j++) { - int j = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (j < z) { - variance[j] = 1.0 / sqrt(global_variance[j] + epsilon); - } -} - __global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output) { // for (int k = 0; k < rcz; k += batch_norm_block_size) diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index dadd09901..a35bce36b 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -15,8 +15,6 @@ #include "eddl/layers/normalization/layer_normalization.h" #include "eddl/layers/reductions/layer_reductions.h" #include "eddl/layers/operators/layer_operators.h" -#include "eddl/hardware/cpu/cpu_tensor.h" -#include "eddl/hardware/gpu/gpu_hw.h" using namespace std; @@ -162,24 +160,15 @@ void LBatchNorm::forward() { // bn_mean = bn_var = mean = variance = bn_g = bn_b = {Channels} or {Dim} #ifndef cCUDNN +#ifndef BATCHNORM_ORIG // new implementation for CPU / GPU - if (input->isCPU()) { - cpu_batchnorm_forward(input->shape[0], input->shape[1], - input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], - input->ptr, output->ptr, opa->ptr, - mean->ptr, variance->ptr, - affine ? bn_g->ptr : NULL, - affine ? bn_b->ptr : NULL, - bn_mean->ptr, bn_var->ptr, mode == TRMODE, epsilon, momentum); - } else if (input->isGPU()) { - gpu_batchnorm_forward(input->gpu_device, input->shape[0], input->shape[1], - input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], - input->ptr, output->ptr, opa->ptr, - mean->ptr, variance->ptr, - affine ? bn_g->ptr : NULL, - affine ? bn_b->ptr : NULL, - bn_mean->ptr, bn_var->ptr, mode == TRMODE, epsilon, momentum); - } else { + if (input->isCPU() || input->isGPU()) { + tensorNN::BatchNormForward(input, output, opa, mean, variance, + affine ? bn_g : NULL, affine ? bn_b : NULL, + bn_mean, bn_var, mode == TRMODE, epsilon, momentum); + } else +#endif + { int M,N; int b,z,r,c,d; @@ -246,22 +235,15 @@ void LBatchNorm::forward() { void LBatchNorm::backward(){ //std::cout<<"BN layer BWD: "<< this->name <isCPU()) { - cpu_batchnorm_backward(delta->shape[0], delta->shape[1], - delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], - delta->ptr, opa->ptr, parent[0]->delta->ptr, - affine ? gbn_g->ptr : NULL, - affine ? gbn_b->ptr : NULL, affine ? bn_g->ptr : NULL, - bn_var->ptr, work1->ptr, work2->ptr); - } else if (delta->isGPU()) { - gpu_batchnorm_backward(delta->gpu_device, delta->shape[0], delta->shape[1], - delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], - delta->ptr, opa->ptr, parent[0]->delta->ptr, - affine ? gbn_g->ptr : NULL, - affine ? gbn_b->ptr : NULL, affine ? bn_g->ptr : NULL, - bn_var->ptr, work1->ptr, work2->ptr); - } else { + if (input->isCPU() || input->isGPU()) { + tensorNN::BatchNormBackward(delta, opa, parent[0]->delta, + affine ? gbn_g : NULL, affine ? gbn_b : NULL, affine ? bn_g : NULL, + bn_var, work1, work2); + } else +#endif + { int M,N; int b,z,r,c,d; diff --git a/src/tensor/nn/tensor_bn.cpp b/src/tensor/nn/tensor_bn.cpp index a8994ed9a..49f9e0b9f 100644 --- a/src/tensor/nn/tensor_bn.cpp +++ b/src/tensor/nn/tensor_bn.cpp @@ -114,4 +114,53 @@ namespace tensorNN { PROFILING_FOOTER(permute_batch_last); } -} \ No newline at end of file + void BatchNormForward(Tensor *input, Tensor *output, Tensor *opa, + Tensor *mean, Tensor *variance, + Tensor *bn_g, Tensor *bn_b, + Tensor *bn_mean, Tensor *bn_var, + bool trmode, float epsilon, float momentum) + { + + if (input->isCPU()) { + cpu_batchnorm_forward(input->shape[0], input->shape[1], + input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], + input->ptr, output->ptr, opa->ptr, + mean->ptr, variance->ptr, + bn_g != NULL ? bn_g->ptr : NULL, + bn_b != NULL ? bn_b->ptr : NULL, + bn_mean->ptr, bn_var->ptr, trmode, epsilon, momentum); + } else { + gpu_batchnorm_forward(input->gpu_device, input->shape[0], input->shape[1], + input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], + input->ptr, output->ptr, opa->ptr, + mean->ptr, variance->ptr, + bn_g != NULL ? bn_g->ptr : NULL, + bn_b != NULL ? bn_b->ptr : NULL, + bn_mean->ptr, bn_var->ptr, trmode, epsilon, momentum); + } + } + + void BatchNormBackward(Tensor *delta, Tensor *opa, Tensor *pdelta, Tensor *gbn_g, + Tensor *gbn_b, Tensor *bn_g, Tensor *bn_var, + Tensor *work1, Tensor *work2) + { + if (delta->isCPU()) { + cpu_batchnorm_backward(delta->shape[0], delta->shape[1], + delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], + delta->ptr, opa->ptr, pdelta->ptr, + gbn_g != NULL ? gbn_g->ptr : NULL, + gbn_b != NULL ? gbn_b->ptr : NULL, + bn_g != NULL ? bn_g->ptr : NULL, + bn_var->ptr, work1->ptr, work2->ptr); + } else { + gpu_batchnorm_backward(delta->gpu_device, delta->shape[0], delta->shape[1], + delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], + delta->ptr, opa->ptr, pdelta->ptr, + gbn_g != NULL ? gbn_g->ptr : NULL, + gbn_b != NULL ? gbn_b->ptr : NULL, + bn_g != NULL ? bn_g->ptr : NULL, + bn_var->ptr, work1->ptr, work2->ptr); + } + } + +} From c0e3d7939db48eac500a3868bf765a24fc92811f Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Thu, 4 Feb 2021 14:03:56 +0100 Subject: [PATCH 30/75] fix conditional compilation --- src/tensor/nn/tensor_bn.cpp | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/tensor/nn/tensor_bn.cpp b/src/tensor/nn/tensor_bn.cpp index 49f9e0b9f..9bd816a60 100644 --- a/src/tensor/nn/tensor_bn.cpp +++ b/src/tensor/nn/tensor_bn.cpp @@ -130,6 +130,7 @@ namespace tensorNN { bn_b != NULL ? bn_b->ptr : NULL, bn_mean->ptr, bn_var->ptr, trmode, epsilon, momentum); } else { +#ifdef cGPU gpu_batchnorm_forward(input->gpu_device, input->shape[0], input->shape[1], input->ndim == 2 ? 1 : input->shape[2] * input->shape[3], input->ptr, output->ptr, opa->ptr, @@ -137,6 +138,7 @@ namespace tensorNN { bn_g != NULL ? bn_g->ptr : NULL, bn_b != NULL ? bn_b->ptr : NULL, bn_mean->ptr, bn_var->ptr, trmode, epsilon, momentum); +#endif } } @@ -153,6 +155,7 @@ namespace tensorNN { bn_g != NULL ? bn_g->ptr : NULL, bn_var->ptr, work1->ptr, work2->ptr); } else { +#ifdef cGPU gpu_batchnorm_backward(delta->gpu_device, delta->shape[0], delta->shape[1], delta->ndim == 2 ? 1 : delta->shape[2] * delta->shape[3], delta->ptr, opa->ptr, pdelta->ptr, @@ -160,6 +163,7 @@ namespace tensorNN { gbn_b != NULL ? gbn_b->ptr : NULL, bn_g != NULL ? bn_g->ptr : NULL, bn_var->ptr, work1->ptr, work2->ptr); +#endif } } From d43c00bb4c486eabe5fececa2f9e5b2b58e52346 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Thu, 4 Feb 2021 14:06:53 +0100 Subject: [PATCH 31/75] remove blank line changes --- include/eddl/hardware/cpu/cpu_tensor.h | 2 ++ src/layers/normalization/layer_batchnorm.cpp | 4 ++++ 2 files changed, 6 insertions(+) diff --git a/include/eddl/hardware/cpu/cpu_tensor.h b/include/eddl/hardware/cpu/cpu_tensor.h index 486c062d5..fd9482568 100644 --- a/include/eddl/hardware/cpu/cpu_tensor.h +++ b/include/eddl/hardware/cpu/cpu_tensor.h @@ -233,4 +233,6 @@ void cpu_not_equal(Tensor *A, Tensor *B, Tensor *C); // Legacy int cpu_equal2(Tensor *A, Tensor *B, float epsilon); + + #endif //EDDL_CPU_TENSOR_H diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index a35bce36b..c23dc6a69 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -230,9 +230,11 @@ void LBatchNorm::forward() { bn_mean->ptr, bn_var->ptr); if(nnn != CUDNN_STATUS_SUCCESS) std::cout<<"Error fwd BN "<< cudnnGetErrorString(nnn) <name <ptr, bn_var->ptr); if(nnn != CUDNN_STATUS_SUCCESS) std::cout<<"Error bwd BN "<< cudnnGetErrorString(nnn) < Date: Mon, 8 Feb 2021 21:47:05 +0100 Subject: [PATCH 32/75] Fix gpu_batchnorm_forward --- src/hardware/gpu/gpu_math_kernels.cu | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/src/hardware/gpu/gpu_math_kernels.cu b/src/hardware/gpu/gpu_math_kernels.cu index 111d2c48a..1cca4010e 100644 --- a/src/hardware/gpu/gpu_math_kernels.cu +++ b/src/hardware/gpu/gpu_math_kernels.cu @@ -441,8 +441,8 @@ __global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, fl float o = (input[p] - m) * v; // affine transformation if (affine_g != NULL) { - output[p] = opa[p] * affine_g[j] + affine_b[j]; - opa[p] = input[p]; + opa[p] = o; + output[p] = o * affine_g[j] + affine_b[j]; } else output[p] = o; } } @@ -496,8 +496,9 @@ __global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, f float o = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 // opa[p] = o; float d = delta[p] - o; // step 6 - // delta[p] = d / variance[j]; // step 7 - pdelta[p] += d / variance[j]; + d = d / variance[j]; // step 7 + // delta[p] = d; + pdelta[p] += d; } } } From 00c2369c59848bfa153f21fe4390f7d6c29b21a5 Mon Sep 17 00:00:00 2001 From: Michele Cancilla Date: Wed, 10 Feb 2021 15:46:11 +0100 Subject: [PATCH 33/75] Fix CMake errors on Windows --- src/CMakeLists.txt | 19 ++++++++++--------- tests/CMakeLists.txt | 13 ++++++++----- 2 files changed, 18 insertions(+), 14 deletions(-) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 6825bce9c..9484eeca0 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -8,7 +8,7 @@ set(BUILD_TARGET "CUDNN" CACHE STRING "Compile library for {CPU, GPU, CUDNN, FPG option(OVERWRITE_PROTO_FILES "Overwrite Protobuf files (requires a compatible Protobuf compiler)" ON) # Double checks (restricted args) -set_property(CACHE BUILD_TARGET PROPERTY STRINGS CPU GPU FPGA) +set_property(CACHE BUILD_TARGET PROPERTY STRINGS CPU GPU CUDNN FPGA) # Initializations (Local's scope) SET(USE_OPENMP OFF) @@ -134,12 +134,15 @@ if(BUILD_PROTOBUF) target_include_directories(${PROJECT_NAME} PUBLIC $) # Find libraries (need absolute paths) - find_library(Protobuf_LIBRARY NAMES protobuf HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") - find_library(Protobuf_LIBRARY_DEBUG NAMES protobufd HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") - find_library(Protobuf_LIBRARY_RELEASE NAMES protobuf HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") + find_library(Protobuf_LIBRARY NAMES protobuf libprotobuf HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") + find_library(Protobuf_LIBRARY_DEBUG NAMES protobufd libprotobufd HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") # Add libraries - target_link_libraries(${PROJECT_NAME} PUBLIC ${Protobuf_LIBRARY}) + if(MSVC) + target_link_libraries(${PROJECT_NAME} PUBLIC optimized ${Protobuf_LIBRARY} debug ${Protobuf_LIBRARY_DEBUG}) + else() + target_link_libraries(${PROJECT_NAME} PUBLIC ${Protobuf_LIBRARY}) + endif() # Create "onnx.pb.cc" and "onnx.pb.h" files (from serialization/onnx) # Equivalent to: /usr/local/bin/protoc --cpp_out . onnx.proto @@ -197,7 +200,6 @@ if(USE_CUDA) if (CMAKE_CUDA_COMPILER) enable_language(CUDA) - find_package(CUDAToolkit) # NVCC needs GCC versions to be less or equal than 8 (GCC < 9.0;) if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") @@ -235,10 +237,9 @@ if(USE_CUDA) # find_library(CUDART_LIBRARY cudart HINTS ${CUDA_TOOLKIT_ROOT_DIR}) # find_library(CURAND_LIBRARY curand HINTS ${CUDA_TOOLKIT_ROOT_DIR}) # target_link_libraries(${PROJECT_NAME} PRIVATE ${CUBLAS_LIBRARY} ${CUDART_LIBRARY} ${CURAND_LIBRARY}) - target_link_libraries(${PROJECT_NAME} PRIVATE CUDA::cublas CUDA::cudart CUDA::curand) + target_link_libraries(${PROJECT_NAME} PRIVATE cublas cudart curand) if(USE_CUDNN) - find_library(CUDNN_LIBRARY cudnn HINTS ${CUDAToolkit_LIBRARY_DIR}) - target_link_libraries(${PROJECT_NAME} PRIVATE ${CUDNN_LIBRARY}) + target_link_libraries(${PROJECT_NAME} PRIVATE cudnn) endif() if(APPLE) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index 6136aa9c7..0a38693bd 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -6,10 +6,10 @@ project(eddl-tests) enable_testing() if(GTEST_ROOT) # Find libraries (need absolute paths) - find_library(GTEST_LIBRARY gtest HINTS ${GTEST_ROOT} PATHS ${GTEST_ROOT} PATH_SUFFIXES "lib" "lib64") - find_library(GTEST_MAIN_LIBRARY gtest_main HINTS ${GTEST_ROOT} PATHS ${GTEST_ROOT} PATH_SUFFIXES "lib" "lib64") -# find_library(GTESTD_LIBRARY gtestd HINTS ${GTEST_ROOT} PATHS ${GTEST_ROOT} PATH_SUFFIXES "lib" "lib64") -# find_library(GTESTD_MAIN_LIBRARY gtest_maind HINTS ${GTEST_ROOT} PATHS ${GTEST_ROOT} PATH_SUFFIXES "lib" "lib64") + find_library(GTEST_LIBRARY NAMES gtest HINTS ${GTEST_ROOT} PATHS ${GTEST_ROOT} PATH_SUFFIXES "lib" "lib64") + find_library(GTEST_MAIN_LIBRARY NAMES gtest_main HINTS ${GTEST_ROOT} PATHS ${GTEST_ROOT} PATH_SUFFIXES "lib" "lib64") + find_library(GTESTD_LIBRARY NAMES gtestd HINTS ${GTEST_ROOT} PATHS ${GTEST_ROOT} PATH_SUFFIXES "lib" "lib64") + find_library(GTEST_MAIND_LIBRARY NAMES gtest_maind HINTS ${GTEST_ROOT} PATHS ${GTEST_ROOT} PATH_SUFFIXES "lib" "lib64") else() find_package(GTest REQUIRED) endif() @@ -27,7 +27,10 @@ target_include_directories(unit_tests PUBLIC $ Date: Wed, 10 Feb 2021 17:44:09 +0100 Subject: [PATCH 34/75] unitary test for batchnorm --- tests/layers/normalization/test_batchnorm.cpp | 173 ++++++++---------- 1 file changed, 81 insertions(+), 92 deletions(-) diff --git a/tests/layers/normalization/test_batchnorm.cpp b/tests/layers/normalization/test_batchnorm.cpp index fb19afe1a..e4ceda68f 100644 --- a/tests/layers/normalization/test_batchnorm.cpp +++ b/tests/layers/normalization/test_batchnorm.cpp @@ -10,97 +10,86 @@ using namespace std; TEST(NormalizationTestSuite, batchnorm){ -// -// // Image -// auto *ptr_img = new float[1*3*5*5]{-0.66, 1.88, -0.09, 2.00, -1.26, -// -0.96, 1.49, -0.34, -0.12, -0.09, -// -0.19, -0.60, -1.60, -0.84, -1.44, -// -0.83, -0.06, 0.01, -0.81, -0.90, -// 0.43, 0.82, -0.46, -0.10, -0.17, -// -// 0.32, -1.09, 0.52, 1.19, 0.76, -// 0.16, 1.07, -1.08, 0.14, -2.00, -// 0.94, 1.24, 0.23, -0.77, 0.23, -// 0.09, -1.64, 2.31, 0.09, 0.98, -// 0.23, -2.14, -1.47, 1.18, -0.02, -// -// 0.75, -0.97, 0.47, 0.67, -0.03, -// 0.77, 0.27, 1.16, 0.62, 1.39, -// -0.23, 0.51, 0.26, 0.75, -0.08, -// 0.14, 0.17, 0.89, 0.19, -0.44, -// 0.98, 0.66, 0.48, -0.20, 0.10,}; -// auto* t_image = new Tensor({1, 3, 5, 5}, ptr_img, DEV_CPU); -// -// // Forward -// auto *ptr_fwrd_ref = new float[1*3*5*5]{ -// -0.51, 2.27, 0.12, 2.41, -1.16, -// -0.84, 1.84, -0.15, 0.08, 0.12, -// 0.00, -0.45, -1.53, -0.70, -1.36, -// -0.70, 0.15, 0.23, -0.67, -0.77, -// 0.68, 1.11, -0.29, 0.10, 0.02, -// -// 0.24, -1.05, 0.42, 1.03, 0.64, -// 0.09, 0.92, -1.04, 0.07, -1.87, -// 0.81, 1.07, 0.15, -0.75, 0.15, -// 0.02, -1.55, 2.05, 0.03, 0.84, -// 0.15, -2.00, -1.40, 1.02, -0.07, -// -// 0.73, -2.58, 0.19, 0.58, -0.78, -// 0.77, -0.20, 1.52, 0.47, 1.96, -// -1.16, 0.26, -0.21, 0.73, -0.86, -// -0.44, -0.38, 1.00, -0.35, -1.56, -// 1.17, 0.56, 0.20, -1.09, -0.53, -// }; -// auto* t_fwrd_ref = new Tensor({1, 3, 5, 5}, ptr_fwrd_ref, DEV_CPU); -// -// // Mean -// auto *ptr_mean_ref = new float[3]{-0.0196, 0.0058, 0.0370}; -// auto* t_mean_ref = new Tensor({3}, ptr_mean_ref, DEV_CPU); -// -// // Var -// auto *ptr_var_ref = new float[3]{0.9870, 1.0254, 0.9280}; -// auto* t_var_ref = new Tensor({3}, ptr_var_ref, DEV_CPU); -// t_var_ref->add(10e-5); -// t_var_ref->sqrt(); -// t_var_ref->inv(); -// -// -// // Forward -// auto* t_output = Tensor::empty_like(t_image); -// auto* t_opa = Tensor::empty_like(t_image); -// -// auto* t_mean_acc = Tensor::zeros({3}); -// auto* t_var_acc = Tensor::ones({3}); -// -// auto* t_mean = Tensor::zeros({3}); -// auto* t_var = Tensor::ones({3}); -// -// auto* t_gamma = Tensor::ones({3}); -// auto* t_beta = Tensor::zeros({3}); -//// -//// -//// -////BN_forward(t_image, t_gamma, t_beta, t_mean, t_var,0.1f,10e-5, TRMODE); -// -// -//// Andres -// tensorNN::BatchNormForward(t_image, t_output, t_opa, -// t_mean_acc, t_var_acc, -// t_gamma, t_beta, -// t_mean, t_var, TRMODE==TRMODE, 1e-5, 0.1f); -// -// -// t_output->print(3); -// -// cout << "Mean" << endl; -// t_mean_ref->print(3); -// t_mean->print(3); -// -// cout << "Var" << endl; -// t_var_ref->print(3); -// t_var->print(3); -// ASSERT_TRUE((bool) Tensor::equivalent(t_fwrd_ref, t_output, 10e-2f)); -// ASSERT_TRUE((bool) Tensor::equivalent(t_mean_ref, t_mean, 10e-2f)); -// ASSERT_TRUE((bool) Tensor::equivalent(t_var_ref, t_var, 10e-2f)); + + // Image + auto *ptr_img = new float[1*3*5*5]{-0.66, 1.88, -0.09, 2.00, -1.26, + -0.96, 1.49, -0.34, -0.12, -0.09, + -0.19, -0.60, -1.60, -0.84, -1.44, + -0.83, -0.06, 0.01, -0.81, -0.90, + 0.43, 0.82, -0.46, -0.10, -0.17, + + 0.32, -1.09, 0.52, 1.19, 0.76, + 0.16, 1.07, -1.08, 0.14, -2.00, + 0.94, 1.24, 0.23, -0.77, 0.23, + 0.09, -1.64, 2.31, 0.09, 0.98, + 0.23, -2.14, -1.47, 1.18, -0.02, + + 0.75, -0.97, 0.47, 0.67, -0.03, + 0.77, 0.27, 1.16, 0.62, 1.39, + -0.23, 0.51, 0.26, 0.75, -0.08, + 0.14, 0.17, 0.89, 0.19, -0.44, + 0.98, 0.66, 0.48, -0.20, 0.10,}; + auto* t_image = new Tensor({1, 3, 5, 5}, ptr_img, DEV_CPU); + + // Forward + auto *ptr_fwrd_ref = new float[1*3*5*5]{ + -0.51, 2.27, 0.12, 2.41, -1.16, + -0.84, 1.84, -0.15, 0.08, 0.12, + 0.00, -0.45, -1.53, -0.70, -1.36, + -0.70, 0.15, 0.23, -0.67, -0.77, + 0.68, 1.11, -0.29, 0.10, 0.02, + + 0.24, -1.05, 0.42, 1.03, 0.64, + 0.09, 0.92, -1.04, 0.07, -1.87, + 0.81, 1.07, 0.15, -0.75, 0.15, + 0.02, -1.55, 2.05, 0.03, 0.84, + 0.15, -2.00, -1.40, 1.02, -0.07, + + 0.73, -2.58, 0.19, 0.58, -0.78, + 0.77, -0.20, 1.52, 0.47, 1.96, + -1.16, 0.26, -0.21, 0.73, -0.86, + -0.44, -0.38, 1.00, -0.35, -1.56, + 1.17, 0.56, 0.20, -1.09, -0.53, + }; + auto* t_fwrd_ref = new Tensor({1, 3, 5, 5}, ptr_fwrd_ref, DEV_CPU); + + // Mean + auto *ptr_mean_ref = new float[3]{-0.196, 0.058, 0.370}; + auto* t_mean_ref = new Tensor({3}, ptr_mean_ref, DEV_CPU); + + // Var + const float epsilon = 1e-5; + auto *ptr_var_ref = new float[3]{0.914, 1.098, 0.520}; + auto* t_var_ref = new Tensor({3}, ptr_var_ref, DEV_CPU); + t_var_ref->add(10e-5); + t_var_ref->sqrt(); + t_var_ref->inv(); + + + // Forward + auto* t_output = Tensor::empty_like(t_image); + auto* t_opa = Tensor::empty_like(t_image); + + auto* t_mean_acc = Tensor::zeros({3}); + auto* t_var_acc = Tensor::ones({3}); + + auto* t_mean = Tensor::zeros({3}); + auto* t_var = Tensor::ones({3}); + + auto* t_gamma = Tensor::ones({3}); + auto* t_beta = Tensor::zeros({3}); + + + + // BN_forward(t_image, t_gamma, t_beta, t_mean, t_var,0.1f,10e-5, TRMODE); + tensorNN::BatchNormForward(t_image, t_output, t_opa, + t_mean_acc, t_var_acc, + t_gamma, t_beta, + t_mean, t_var, TRMODE==TRMODE, 1e-5, 0.1f); + + + ASSERT_TRUE((bool) Tensor::equivalent(t_fwrd_ref, t_output, 1e-2f)); + ASSERT_TRUE((bool) Tensor::equivalent(t_mean_ref, t_mean, 1e-2f)); + ASSERT_TRUE((bool) Tensor::equivalent(t_var_ref, t_var, 1e-2f)); int asd = 33; } From c2b0c1140f0745c06c452259e15f7f1186381203 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Wed, 10 Feb 2021 19:38:50 +0100 Subject: [PATCH 35/75] remove conflict marker --- tests/layers/normalization/test_batchnorm.cpp | 1 - 1 file changed, 1 deletion(-) diff --git a/tests/layers/normalization/test_batchnorm.cpp b/tests/layers/normalization/test_batchnorm.cpp index 27b8e109a..e4ceda68f 100644 --- a/tests/layers/normalization/test_batchnorm.cpp +++ b/tests/layers/normalization/test_batchnorm.cpp @@ -1,4 +1,3 @@ -<<<<<<< HEAD #include #include From 8e160059db82246521d9b931cf52e21bb87487cb Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Wed, 10 Feb 2021 19:49:47 +0100 Subject: [PATCH 36/75] Move batchnorm code to NN --- include/eddl/hardware/gpu/gpu_hw.h | 12 -- include/eddl/hardware/gpu/gpu_kernels.h | 10 -- include/eddl/hardware/gpu/nn/gpu_tensor_nn.h | 12 ++ .../hardware/gpu/nn/gpu_tensor_nn_kernels.h | 10 +- src/hardware/cpu/cpu_math.cpp | 121 ------------------ src/hardware/cpu/nn/cpu_bn.cpp | 121 ++++++++++++++++++ src/hardware/gpu/gpu_math.cu | 54 -------- src/hardware/gpu/gpu_math_kernels.cu | 115 ----------------- src/hardware/gpu/nn/gpu_bn.cu | 71 +++++++--- src/hardware/gpu/nn/gpu_bn_kernels.cu | 115 +++++++++++++++++ 10 files changed, 309 insertions(+), 332 deletions(-) diff --git a/include/eddl/hardware/gpu/gpu_hw.h b/include/eddl/hardware/gpu/gpu_hw.h index 8e6cece1d..86290692c 100644 --- a/include/eddl/hardware/gpu/gpu_hw.h +++ b/include/eddl/hardware/gpu/gpu_hw.h @@ -241,16 +241,4 @@ int* get_block_dim(int N, int blockSize); void copy_cpu2gpu(float* cpu_addresses, float* gpu_addresses, int size, bool delete_cpu); void gpu_initialize_rd(ReduceDescriptor2 *rd, Tensor *A, Tensor *B, bool reverse=false); -// new batchnorm implementation -void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, - float *input, float *output, float *opa, - float *global_mean, float *global_variance, - float *affine_g, float *affine_b, - float *mean, float *variance, - bool trmode, float epsilon, float momentum); - -void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, - float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, - float *bn_g, float *variance, float *mean1, float *mean2); - #endif //EDDL_GPU_HW_H diff --git a/include/eddl/hardware/gpu/gpu_kernels.h b/include/eddl/hardware/gpu/gpu_kernels.h index f6eff5f7c..a8f5504af 100644 --- a/include/eddl/hardware/gpu/gpu_kernels.h +++ b/include/eddl/hardware/gpu/gpu_kernels.h @@ -195,14 +195,4 @@ __global__ void gpu_not_equal(float *A, float *B, float *C, long int size); __global__ void mask(float *A, float v, long int size); -// new batchnorm implementation -const int batch_norm_block_size = 256; -__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance); -__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon); -__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output); - -__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2); -__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g); -__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance); - #endif diff --git a/include/eddl/hardware/gpu/nn/gpu_tensor_nn.h b/include/eddl/hardware/gpu/nn/gpu_tensor_nn.h index 4e9fd9c39..a1db5286d 100644 --- a/include/eddl/hardware/gpu/nn/gpu_tensor_nn.h +++ b/include/eddl/hardware/gpu/nn/gpu_tensor_nn.h @@ -117,4 +117,16 @@ void gpu_permute_channels_last(Tensor *A,Tensor *B); void gpu_permute_batch_first(Tensor *A,Tensor *B); void gpu_permute_batch_last(Tensor *A,Tensor *B); +// new batchnorm implementation +void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum); + +void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, + float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, + float *bn_g, float *variance, float *mean1, float *mean2); + #endif //EDDL_GPU_TENSOR_NN_H diff --git a/include/eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h b/include/eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h index 498032702..56541141e 100644 --- a/include/eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h +++ b/include/eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h @@ -108,6 +108,14 @@ __global__ void bn_permute_channels_last(float *src, float *dest,int b,int z,int __global__ void bn_permute_batch_first(float *src, float *dest,int b,int z,int r,int c,long int size); __global__ void bn_permute_batch_last(float *src, float *dest,int b,int z,int r,int c,long int size); - +// new batchnorm implementation +const int batch_norm_block_size = 256; +__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance); +__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon); +__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output); + +__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2); +__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g); +__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance); #endif diff --git a/src/hardware/cpu/cpu_math.cpp b/src/hardware/cpu/cpu_math.cpp index 4e2c7d900..90b62e937 100644 --- a/src/hardware/cpu/cpu_math.cpp +++ b/src/hardware/cpu/cpu_math.cpp @@ -699,124 +699,3 @@ float cpu_median(float *ptr, int size, int *map) { delete[] sorted_data; return median; } - -void cpu_batchnorm_forward(int b, int z, int rc, - float *input, float *output, float *opa, - float *global_mean, float *global_variance, - float *affine_g, float *affine_b, - float *mean, float *variance, - bool trmode, float epsilon, float momentum) -{ - const int block_size = 256; - int rcz = rc * z; - if (trmode) { - // compute mean and variance - for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - mean[j] += input[p]; - variance[j] += input[p] * input[p]; - } - } - float N = b * rc; - #pragma omp parallel for - for (int j = 0; j < z; j++) { - mean[j] = mean[j] / N; - variance[j] = variance[j] / N - mean[j] * mean[j]; - // update global statistics - if (momentum != 0.0) { - global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; - global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; - } - variance[j] = sqrt(variance[j] + epsilon); - } - } else { - // just update variance - mean = global_mean; - #pragma omp parallel for - for (int j = 0; j < z; j++) { - variance[j] = sqrt(global_variance[j] + epsilon); - } - } - // normalization - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - float o = (input[p] - mean[j]) / variance[j]; - // affine transformation - if (affine_g != NULL) { - opa[p] = o; - output[p] = o * affine_g[j] + affine_b[j]; - } else output[p] = o; - } - } -} - -void cpu_batchnorm_backward(int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) -{ - const int block_size = 256; - int rcz = rc * z; - float N = b * rc; - if (bn_g != NULL) { // affine - // compute mean - for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - mean1[j] += delta[p] * opa[p]; - mean2[j] += delta[p]; - delta[p] *= bn_g[j]; - } - } - #pragma omp parallel for - for (int j = 0; j < z; j++) { - mean1[j] /= N; - mean2[j] /= N; - gbn_g[j] += mean1[j]; - gbn_b[j] += mean2[j]; - mean1[j] *= bn_g[j]; - mean2[j] *= bn_g[j]; - } - } else { - // compute mean - for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - mean1[j] += delta[p] * opa[p]; // step 1 & 2 - mean2[j] += delta[p]; // step 4 - } - } - #pragma omp parallel for - for (int j = 0; j < z; j++) { - mean1[j] /= N; - mean2[j] /= N; - } - } - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - // opa[p] = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 - // delta[p] -= opa[p]; // step 6 - // delta[p] /= variance[j]; // step 7 - // pdelta[p] += delta[p]; - pdelta[p] += (delta[p] - (opa[p] * mean1[j] + mean2[j])) / variance[j]; - } - } -} diff --git a/src/hardware/cpu/nn/cpu_bn.cpp b/src/hardware/cpu/nn/cpu_bn.cpp index 5c74afb23..ae2b8c6a1 100644 --- a/src/hardware/cpu/nn/cpu_bn.cpp +++ b/src/hardware/cpu/nn/cpu_bn.cpp @@ -113,3 +113,124 @@ void cpu_permute_batch_first(Tensor *A,Tensor *B) _profile(_CPU_PERMUTE_BATCH_FIRST, 1); } + +void cpu_batchnorm_forward(int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum) +{ + const int block_size = 256; + int rcz = rc * z; + if (trmode) { + // compute mean and variance + for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean[j] += input[p]; + variance[j] += input[p] * input[p]; + } + } + float N = b * rc; + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean[j] = mean[j] / N; + variance[j] = variance[j] / N - mean[j] * mean[j]; + // update global statistics + if (momentum != 0.0) { + global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; + global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + } + variance[j] = sqrt(variance[j] + epsilon); + } + } else { + // just update variance + mean = global_mean; + #pragma omp parallel for + for (int j = 0; j < z; j++) { + variance[j] = sqrt(global_variance[j] + epsilon); + } + } + // normalization + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + float o = (input[p] - mean[j]) / variance[j]; + // affine transformation + if (affine_g != NULL) { + opa[p] = o; + output[p] = o * affine_g[j] + affine_b[j]; + } else output[p] = o; + } + } +} + +void cpu_batchnorm_backward(int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) +{ + const int block_size = 256; + int rcz = rc * z; + float N = b * rc; + if (bn_g != NULL) { // affine + // compute mean + for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean1[j] += delta[p] * opa[p]; + mean2[j] += delta[p]; + delta[p] *= bn_g[j]; + } + } + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean1[j] /= N; + mean2[j] /= N; + gbn_g[j] += mean1[j]; + gbn_b[j] += mean2[j]; + mean1[j] *= bn_g[j]; + mean2[j] *= bn_g[j]; + } + } else { + // compute mean + for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean1[j] += delta[p] * opa[p]; // step 1 & 2 + mean2[j] += delta[p]; // step 4 + } + } + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean1[j] /= N; + mean2[j] /= N; + } + } + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + // opa[p] = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 + // delta[p] -= opa[p]; // step 6 + // delta[p] /= variance[j]; // step 7 + // pdelta[p] += delta[p]; + pdelta[p] += (delta[p] - (opa[p] * mean1[j] + mean2[j])) / variance[j]; + } + } +} diff --git a/src/hardware/gpu/gpu_math.cu b/src/hardware/gpu/gpu_math.cu index aa9179649..86a816949 100644 --- a/src/hardware/gpu/gpu_math.cu +++ b/src/hardware/gpu/gpu_math.cu @@ -927,57 +927,3 @@ void gpu_initialize_rd(ReduceDescriptor2 *rd, Tensor *A, Tensor *B, bool reverse } } } - -void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, - float *input, float *output, float *opa, - float *global_mean, float *global_variance, - float *affine_g, float *affine_b, - float *mean, float *variance, - bool trmode, float epsilon, float momentum) -{ - cudaSetDevice(gpu_device); - int rcz = rc * z; - int num_blocks = rcz / batch_norm_block_size; - if (rcz % batch_norm_block_size) num_blocks++; - int num_blocks_z = z / batch_norm_block_size; - if (z % batch_norm_block_size) num_blocks_z++; - if (trmode) { - // compute mean and variance - // for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; - check_cuda(cudaMemset(mean, 0, z * sizeof(float)), "gpu_batchnorm_forward"); - check_cuda(cudaMemset(variance, 0, z * sizeof(float)), "gpu_batchnorm_forward"); - // compute mean and variance - gpu_batchnorm_forward_1<<>>(b, rc, rcz, input, mean, variance); - gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), mean, variance, momentum, global_mean, global_variance, epsilon); - // normalization - gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); - } else { - gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), NULL, variance, momentum, NULL, global_variance, epsilon); - // normalization - gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); - } -} - -void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) -{ - cudaSetDevice(gpu_device); - int rcz = rc * z; - int num_blocks = rcz / batch_norm_block_size; - if (rcz % batch_norm_block_size) num_blocks++; - int num_blocks_z = z / batch_norm_block_size; - if (z % batch_norm_block_size) num_blocks_z++; - float N = b * rc; - // for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; - check_cuda(cudaMemset(mean1, 0, z * sizeof(float)), "gpu_batchnorm_backward"); - check_cuda(cudaMemset(mean2, 0, z * sizeof(float)), "gpu_batchnorm_backward"); - if (bn_g != NULL) { - // compute mean - gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, bn_g, mean1, mean2); - gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, gbn_g, gbn_b, bn_g); - } else { - // compute mean - gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, NULL, mean1, mean2); - gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, NULL, NULL, NULL); - } - gpu_batchnorm_backward_3<<>>(b, rc, rcz, delta, opa, pdelta, mean1, mean2, variance); -} diff --git a/src/hardware/gpu/gpu_math_kernels.cu b/src/hardware/gpu/gpu_math_kernels.cu index 1cca4010e..02ec65d74 100644 --- a/src/hardware/gpu/gpu_math_kernels.cu +++ b/src/hardware/gpu/gpu_math_kernels.cu @@ -387,118 +387,3 @@ __global__ void gpu_minimum(float* A, float* B, float* C, long int size){ C[thread_id_x] = min(A[thread_id_x], B[thread_id_x]); } } - -// new batchnorm implementation - -__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - float m = 0, v = 0; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - float x = input[p]; - m += x; - v += x * x; - } - atomicAdd(mean + j, m); - atomicAdd(variance + j, v); - } -} - -__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon) -{ - // for (int j = 0; j < z; j++) { - int j = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (j < z) { - if (mean != NULL) { - mean[j] *= inv_N; - variance[j] = variance[j] * inv_N - mean[j] * mean[j]; - // update global statistics - if (momentum != 0.0) { - global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; - global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; - } - variance[j] = 1.0f / sqrt(variance[j] + epsilon); - } else { - variance[j] = 1.0f / sqrt(global_variance[j] + epsilon); - } - } -} - -__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - float m = mean[j]; - float v = variance[j]; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - float o = (input[p] - m) * v; - // affine transformation - if (affine_g != NULL) { - opa[p] = o; - output[p] = o * affine_g[j] + affine_b[j]; - } else output[p] = o; - } - } -} - -__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - float m1 = 0, m2 = 0; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - m1 += delta[p] * opa[p]; // step 1 & 2 - m2 += delta[p]; // step 4 - if (bn_g != NULL) delta[p] *= bn_g[j]; // affine - } - atomicAdd(mean1 + j, m1); - atomicAdd(mean2 + j, m2); - } -} - -__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g) -{ - // for (int j = 0; j < z; j++) { - int j = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (j < z) { - if (bn_g != NULL) { // affine - float m1 = mean1[j] * inv_N; - float m2 = mean2[j] * inv_N; - gbn_g[j] += m1; - gbn_b[j] += m2; - mean1[j] = m1 * bn_g[j]; - mean2[j] = m2 * bn_g[j]; - } else { - mean1[j] *= inv_N; - mean2[j] *= inv_N; - } - } -} - -__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - float o = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 - // opa[p] = o; - float d = delta[p] - o; // step 6 - d = d / variance[j]; // step 7 - // delta[p] = d; - pdelta[p] += d; - } - } -} diff --git a/src/hardware/gpu/nn/gpu_bn.cu b/src/hardware/gpu/nn/gpu_bn.cu index b178760c5..f156ca5ae 100644 --- a/src/hardware/gpu/nn/gpu_bn.cu +++ b/src/hardware/gpu/nn/gpu_bn.cu @@ -62,23 +62,56 @@ void gpu_permute_batch_first(Tensor *A,Tensor *B) check_cuda(cudaDeviceSynchronize(),"bn_permute_batch_first"); } +void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum) +{ + cudaSetDevice(gpu_device); + int rcz = rc * z; + int num_blocks = rcz / batch_norm_block_size; + if (rcz % batch_norm_block_size) num_blocks++; + int num_blocks_z = z / batch_norm_block_size; + if (z % batch_norm_block_size) num_blocks_z++; + if (trmode) { + // compute mean and variance + // for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; + check_cuda(cudaMemset(mean, 0, z * sizeof(float)), "gpu_batchnorm_forward"); + check_cuda(cudaMemset(variance, 0, z * sizeof(float)), "gpu_batchnorm_forward"); + // compute mean and variance + gpu_batchnorm_forward_1<<>>(b, rc, rcz, input, mean, variance); + gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), mean, variance, momentum, global_mean, global_variance, epsilon); + // normalization + gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); + } else { + gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), NULL, variance, momentum, NULL, global_variance, epsilon); + // normalization + gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); + } +} - - - - - - - - - - - - - - - - - - -///////// +void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) +{ + cudaSetDevice(gpu_device); + int rcz = rc * z; + int num_blocks = rcz / batch_norm_block_size; + if (rcz % batch_norm_block_size) num_blocks++; + int num_blocks_z = z / batch_norm_block_size; + if (z % batch_norm_block_size) num_blocks_z++; + float N = b * rc; + // for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + check_cuda(cudaMemset(mean1, 0, z * sizeof(float)), "gpu_batchnorm_backward"); + check_cuda(cudaMemset(mean2, 0, z * sizeof(float)), "gpu_batchnorm_backward"); + if (bn_g != NULL) { + // compute mean + gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, bn_g, mean1, mean2); + gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, gbn_g, gbn_b, bn_g); + } else { + // compute mean + gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, NULL, mean1, mean2); + gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, NULL, NULL, NULL); + } + gpu_batchnorm_backward_3<<>>(b, rc, rcz, delta, opa, pdelta, mean1, mean2, variance); +} diff --git a/src/hardware/gpu/nn/gpu_bn_kernels.cu b/src/hardware/gpu/nn/gpu_bn_kernels.cu index 9b380704c..ba67e2884 100644 --- a/src/hardware/gpu/nn/gpu_bn_kernels.cu +++ b/src/hardware/gpu/nn/gpu_bn_kernels.cu @@ -86,3 +86,118 @@ __global__ void bn_permute_batch_first(float *src, float *dest,int b,int z,int r dest[thread_id_x]=src[pos]; } } + +// new batchnorm implementation + +__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m = 0, v = 0; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + float x = input[p]; + m += x; + v += x * x; + } + atomicAdd(mean + j, m); + atomicAdd(variance + j, v); + } +} + +__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon) +{ + // for (int j = 0; j < z; j++) { + int j = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (j < z) { + if (mean != NULL) { + mean[j] *= inv_N; + variance[j] = variance[j] * inv_N - mean[j] * mean[j]; + // update global statistics + if (momentum != 0.0) { + global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; + global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + } + variance[j] = 1.0f / sqrt(variance[j] + epsilon); + } else { + variance[j] = 1.0f / sqrt(global_variance[j] + epsilon); + } + } +} + +__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m = mean[j]; + float v = variance[j]; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + float o = (input[p] - m) * v; + // affine transformation + if (affine_g != NULL) { + opa[p] = o; + output[p] = o * affine_g[j] + affine_b[j]; + } else output[p] = o; + } + } +} + +__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m1 = 0, m2 = 0; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + m1 += delta[p] * opa[p]; // step 1 & 2 + m2 += delta[p]; // step 4 + if (bn_g != NULL) delta[p] *= bn_g[j]; // affine + } + atomicAdd(mean1 + j, m1); + atomicAdd(mean2 + j, m2); + } +} + +__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g) +{ + // for (int j = 0; j < z; j++) { + int j = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (j < z) { + if (bn_g != NULL) { // affine + float m1 = mean1[j] * inv_N; + float m2 = mean2[j] * inv_N; + gbn_g[j] += m1; + gbn_b[j] += m2; + mean1[j] = m1 * bn_g[j]; + mean2[j] = m2 * bn_g[j]; + } else { + mean1[j] *= inv_N; + mean2[j] *= inv_N; + } + } +} + +__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + float o = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 + // opa[p] = o; + float d = delta[p] - o; // step 6 + d = d / variance[j]; // step 7 + // delta[p] = d; + pdelta[p] += d; + } + } +} From a50d5374b9552235791a22749b4224e3dedb182d Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Wed, 10 Feb 2021 20:16:32 +0100 Subject: [PATCH 37/75] New batchnorm implementation --- include/eddl/hardware/gpu/gpu_hw.h | 12 -- include/eddl/hardware/gpu/gpu_kernels.h | 10 - include/eddl/hardware/gpu/nn/gpu_tensor_nn.h | 12 ++ .../hardware/gpu/nn/gpu_tensor_nn_kernels.h | 10 +- src/hardware/cpu/cpu_math.cpp | 121 ----------- src/hardware/cpu/nn/cpu_bn.cpp | 121 +++++++++++ src/hardware/gpu/gpu_math.cu | 54 ----- src/hardware/gpu/gpu_math_kernels.cu | 115 ----------- src/hardware/gpu/nn/gpu_bn.cu | 71 +++++-- src/hardware/gpu/nn/gpu_bn_kernels.cu | 115 +++++++++++ tests/layers/normalization/test_batchnorm.cpp | 189 +++++++++--------- 11 files changed, 404 insertions(+), 426 deletions(-) diff --git a/include/eddl/hardware/gpu/gpu_hw.h b/include/eddl/hardware/gpu/gpu_hw.h index 8e6cece1d..86290692c 100644 --- a/include/eddl/hardware/gpu/gpu_hw.h +++ b/include/eddl/hardware/gpu/gpu_hw.h @@ -241,16 +241,4 @@ int* get_block_dim(int N, int blockSize); void copy_cpu2gpu(float* cpu_addresses, float* gpu_addresses, int size, bool delete_cpu); void gpu_initialize_rd(ReduceDescriptor2 *rd, Tensor *A, Tensor *B, bool reverse=false); -// new batchnorm implementation -void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, - float *input, float *output, float *opa, - float *global_mean, float *global_variance, - float *affine_g, float *affine_b, - float *mean, float *variance, - bool trmode, float epsilon, float momentum); - -void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, - float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, - float *bn_g, float *variance, float *mean1, float *mean2); - #endif //EDDL_GPU_HW_H diff --git a/include/eddl/hardware/gpu/gpu_kernels.h b/include/eddl/hardware/gpu/gpu_kernels.h index f6eff5f7c..a8f5504af 100644 --- a/include/eddl/hardware/gpu/gpu_kernels.h +++ b/include/eddl/hardware/gpu/gpu_kernels.h @@ -195,14 +195,4 @@ __global__ void gpu_not_equal(float *A, float *B, float *C, long int size); __global__ void mask(float *A, float v, long int size); -// new batchnorm implementation -const int batch_norm_block_size = 256; -__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance); -__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon); -__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output); - -__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2); -__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g); -__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance); - #endif diff --git a/include/eddl/hardware/gpu/nn/gpu_tensor_nn.h b/include/eddl/hardware/gpu/nn/gpu_tensor_nn.h index 4e9fd9c39..a1db5286d 100644 --- a/include/eddl/hardware/gpu/nn/gpu_tensor_nn.h +++ b/include/eddl/hardware/gpu/nn/gpu_tensor_nn.h @@ -117,4 +117,16 @@ void gpu_permute_channels_last(Tensor *A,Tensor *B); void gpu_permute_batch_first(Tensor *A,Tensor *B); void gpu_permute_batch_last(Tensor *A,Tensor *B); +// new batchnorm implementation +void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum); + +void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, + float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, + float *bn_g, float *variance, float *mean1, float *mean2); + #endif //EDDL_GPU_TENSOR_NN_H diff --git a/include/eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h b/include/eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h index 498032702..56541141e 100644 --- a/include/eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h +++ b/include/eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h @@ -108,6 +108,14 @@ __global__ void bn_permute_channels_last(float *src, float *dest,int b,int z,int __global__ void bn_permute_batch_first(float *src, float *dest,int b,int z,int r,int c,long int size); __global__ void bn_permute_batch_last(float *src, float *dest,int b,int z,int r,int c,long int size); - +// new batchnorm implementation +const int batch_norm_block_size = 256; +__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance); +__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon); +__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output); + +__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2); +__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g); +__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance); #endif diff --git a/src/hardware/cpu/cpu_math.cpp b/src/hardware/cpu/cpu_math.cpp index 4e2c7d900..90b62e937 100644 --- a/src/hardware/cpu/cpu_math.cpp +++ b/src/hardware/cpu/cpu_math.cpp @@ -699,124 +699,3 @@ float cpu_median(float *ptr, int size, int *map) { delete[] sorted_data; return median; } - -void cpu_batchnorm_forward(int b, int z, int rc, - float *input, float *output, float *opa, - float *global_mean, float *global_variance, - float *affine_g, float *affine_b, - float *mean, float *variance, - bool trmode, float epsilon, float momentum) -{ - const int block_size = 256; - int rcz = rc * z; - if (trmode) { - // compute mean and variance - for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - mean[j] += input[p]; - variance[j] += input[p] * input[p]; - } - } - float N = b * rc; - #pragma omp parallel for - for (int j = 0; j < z; j++) { - mean[j] = mean[j] / N; - variance[j] = variance[j] / N - mean[j] * mean[j]; - // update global statistics - if (momentum != 0.0) { - global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; - global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; - } - variance[j] = sqrt(variance[j] + epsilon); - } - } else { - // just update variance - mean = global_mean; - #pragma omp parallel for - for (int j = 0; j < z; j++) { - variance[j] = sqrt(global_variance[j] + epsilon); - } - } - // normalization - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - float o = (input[p] - mean[j]) / variance[j]; - // affine transformation - if (affine_g != NULL) { - opa[p] = o; - output[p] = o * affine_g[j] + affine_b[j]; - } else output[p] = o; - } - } -} - -void cpu_batchnorm_backward(int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) -{ - const int block_size = 256; - int rcz = rc * z; - float N = b * rc; - if (bn_g != NULL) { // affine - // compute mean - for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - mean1[j] += delta[p] * opa[p]; - mean2[j] += delta[p]; - delta[p] *= bn_g[j]; - } - } - #pragma omp parallel for - for (int j = 0; j < z; j++) { - mean1[j] /= N; - mean2[j] /= N; - gbn_g[j] += mean1[j]; - gbn_b[j] += mean2[j]; - mean1[j] *= bn_g[j]; - mean2[j] *= bn_g[j]; - } - } else { - // compute mean - for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - mean1[j] += delta[p] * opa[p]; // step 1 & 2 - mean2[j] += delta[p]; // step 4 - } - } - #pragma omp parallel for - for (int j = 0; j < z; j++) { - mean1[j] /= N; - mean2[j] /= N; - } - } - #pragma omp parallel for - for (int k = 0; k < rcz; k += block_size) - for (int i = 0; i < b; i++) { - int p = k + i * rcz; - for (int l = 0; l < block_size && k + l < rcz; l++, p++) { - int j = (k + l) / rc; - // opa[p] = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 - // delta[p] -= opa[p]; // step 6 - // delta[p] /= variance[j]; // step 7 - // pdelta[p] += delta[p]; - pdelta[p] += (delta[p] - (opa[p] * mean1[j] + mean2[j])) / variance[j]; - } - } -} diff --git a/src/hardware/cpu/nn/cpu_bn.cpp b/src/hardware/cpu/nn/cpu_bn.cpp index 5c74afb23..ae2b8c6a1 100644 --- a/src/hardware/cpu/nn/cpu_bn.cpp +++ b/src/hardware/cpu/nn/cpu_bn.cpp @@ -113,3 +113,124 @@ void cpu_permute_batch_first(Tensor *A,Tensor *B) _profile(_CPU_PERMUTE_BATCH_FIRST, 1); } + +void cpu_batchnorm_forward(int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum) +{ + const int block_size = 256; + int rcz = rc * z; + if (trmode) { + // compute mean and variance + for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean[j] += input[p]; + variance[j] += input[p] * input[p]; + } + } + float N = b * rc; + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean[j] = mean[j] / N; + variance[j] = variance[j] / N - mean[j] * mean[j]; + // update global statistics + if (momentum != 0.0) { + global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; + global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + } + variance[j] = sqrt(variance[j] + epsilon); + } + } else { + // just update variance + mean = global_mean; + #pragma omp parallel for + for (int j = 0; j < z; j++) { + variance[j] = sqrt(global_variance[j] + epsilon); + } + } + // normalization + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + float o = (input[p] - mean[j]) / variance[j]; + // affine transformation + if (affine_g != NULL) { + opa[p] = o; + output[p] = o * affine_g[j] + affine_b[j]; + } else output[p] = o; + } + } +} + +void cpu_batchnorm_backward(int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) +{ + const int block_size = 256; + int rcz = rc * z; + float N = b * rc; + if (bn_g != NULL) { // affine + // compute mean + for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean1[j] += delta[p] * opa[p]; + mean2[j] += delta[p]; + delta[p] *= bn_g[j]; + } + } + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean1[j] /= N; + mean2[j] /= N; + gbn_g[j] += mean1[j]; + gbn_b[j] += mean2[j]; + mean1[j] *= bn_g[j]; + mean2[j] *= bn_g[j]; + } + } else { + // compute mean + for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + mean1[j] += delta[p] * opa[p]; // step 1 & 2 + mean2[j] += delta[p]; // step 4 + } + } + #pragma omp parallel for + for (int j = 0; j < z; j++) { + mean1[j] /= N; + mean2[j] /= N; + } + } + #pragma omp parallel for + for (int k = 0; k < rcz; k += block_size) + for (int i = 0; i < b; i++) { + int p = k + i * rcz; + for (int l = 0; l < block_size && k + l < rcz; l++, p++) { + int j = (k + l) / rc; + // opa[p] = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 + // delta[p] -= opa[p]; // step 6 + // delta[p] /= variance[j]; // step 7 + // pdelta[p] += delta[p]; + pdelta[p] += (delta[p] - (opa[p] * mean1[j] + mean2[j])) / variance[j]; + } + } +} diff --git a/src/hardware/gpu/gpu_math.cu b/src/hardware/gpu/gpu_math.cu index aa9179649..86a816949 100644 --- a/src/hardware/gpu/gpu_math.cu +++ b/src/hardware/gpu/gpu_math.cu @@ -927,57 +927,3 @@ void gpu_initialize_rd(ReduceDescriptor2 *rd, Tensor *A, Tensor *B, bool reverse } } } - -void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, - float *input, float *output, float *opa, - float *global_mean, float *global_variance, - float *affine_g, float *affine_b, - float *mean, float *variance, - bool trmode, float epsilon, float momentum) -{ - cudaSetDevice(gpu_device); - int rcz = rc * z; - int num_blocks = rcz / batch_norm_block_size; - if (rcz % batch_norm_block_size) num_blocks++; - int num_blocks_z = z / batch_norm_block_size; - if (z % batch_norm_block_size) num_blocks_z++; - if (trmode) { - // compute mean and variance - // for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; - check_cuda(cudaMemset(mean, 0, z * sizeof(float)), "gpu_batchnorm_forward"); - check_cuda(cudaMemset(variance, 0, z * sizeof(float)), "gpu_batchnorm_forward"); - // compute mean and variance - gpu_batchnorm_forward_1<<>>(b, rc, rcz, input, mean, variance); - gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), mean, variance, momentum, global_mean, global_variance, epsilon); - // normalization - gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); - } else { - gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), NULL, variance, momentum, NULL, global_variance, epsilon); - // normalization - gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); - } -} - -void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) -{ - cudaSetDevice(gpu_device); - int rcz = rc * z; - int num_blocks = rcz / batch_norm_block_size; - if (rcz % batch_norm_block_size) num_blocks++; - int num_blocks_z = z / batch_norm_block_size; - if (z % batch_norm_block_size) num_blocks_z++; - float N = b * rc; - // for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; - check_cuda(cudaMemset(mean1, 0, z * sizeof(float)), "gpu_batchnorm_backward"); - check_cuda(cudaMemset(mean2, 0, z * sizeof(float)), "gpu_batchnorm_backward"); - if (bn_g != NULL) { - // compute mean - gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, bn_g, mean1, mean2); - gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, gbn_g, gbn_b, bn_g); - } else { - // compute mean - gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, NULL, mean1, mean2); - gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, NULL, NULL, NULL); - } - gpu_batchnorm_backward_3<<>>(b, rc, rcz, delta, opa, pdelta, mean1, mean2, variance); -} diff --git a/src/hardware/gpu/gpu_math_kernels.cu b/src/hardware/gpu/gpu_math_kernels.cu index 1cca4010e..02ec65d74 100644 --- a/src/hardware/gpu/gpu_math_kernels.cu +++ b/src/hardware/gpu/gpu_math_kernels.cu @@ -387,118 +387,3 @@ __global__ void gpu_minimum(float* A, float* B, float* C, long int size){ C[thread_id_x] = min(A[thread_id_x], B[thread_id_x]); } } - -// new batchnorm implementation - -__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - float m = 0, v = 0; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - float x = input[p]; - m += x; - v += x * x; - } - atomicAdd(mean + j, m); - atomicAdd(variance + j, v); - } -} - -__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon) -{ - // for (int j = 0; j < z; j++) { - int j = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (j < z) { - if (mean != NULL) { - mean[j] *= inv_N; - variance[j] = variance[j] * inv_N - mean[j] * mean[j]; - // update global statistics - if (momentum != 0.0) { - global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; - global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; - } - variance[j] = 1.0f / sqrt(variance[j] + epsilon); - } else { - variance[j] = 1.0f / sqrt(global_variance[j] + epsilon); - } - } -} - -__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - float m = mean[j]; - float v = variance[j]; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - float o = (input[p] - m) * v; - // affine transformation - if (affine_g != NULL) { - opa[p] = o; - output[p] = o * affine_g[j] + affine_b[j]; - } else output[p] = o; - } - } -} - -__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - float m1 = 0, m2 = 0; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - m1 += delta[p] * opa[p]; // step 1 & 2 - m2 += delta[p]; // step 4 - if (bn_g != NULL) delta[p] *= bn_g[j]; // affine - } - atomicAdd(mean1 + j, m1); - atomicAdd(mean2 + j, m2); - } -} - -__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g) -{ - // for (int j = 0; j < z; j++) { - int j = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (j < z) { - if (bn_g != NULL) { // affine - float m1 = mean1[j] * inv_N; - float m2 = mean2[j] * inv_N; - gbn_g[j] += m1; - gbn_b[j] += m2; - mean1[j] = m1 * bn_g[j]; - mean2[j] = m2 * bn_g[j]; - } else { - mean1[j] *= inv_N; - mean2[j] *= inv_N; - } - } -} - -__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance) -{ - // for (int k = 0; k < rcz; k += batch_norm_block_size) - int k = blockIdx.x * batch_norm_block_size + threadIdx.x; - if (k < rcz) { - int j = k / rc; - for (int i = 0, p = k; i < b; i++, p += rcz) { - // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { - float o = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 - // opa[p] = o; - float d = delta[p] - o; // step 6 - d = d / variance[j]; // step 7 - // delta[p] = d; - pdelta[p] += d; - } - } -} diff --git a/src/hardware/gpu/nn/gpu_bn.cu b/src/hardware/gpu/nn/gpu_bn.cu index b178760c5..f156ca5ae 100644 --- a/src/hardware/gpu/nn/gpu_bn.cu +++ b/src/hardware/gpu/nn/gpu_bn.cu @@ -62,23 +62,56 @@ void gpu_permute_batch_first(Tensor *A,Tensor *B) check_cuda(cudaDeviceSynchronize(),"bn_permute_batch_first"); } +void gpu_batchnorm_forward(int gpu_device, int b, int z, int rc, + float *input, float *output, float *opa, + float *global_mean, float *global_variance, + float *affine_g, float *affine_b, + float *mean, float *variance, + bool trmode, float epsilon, float momentum) +{ + cudaSetDevice(gpu_device); + int rcz = rc * z; + int num_blocks = rcz / batch_norm_block_size; + if (rcz % batch_norm_block_size) num_blocks++; + int num_blocks_z = z / batch_norm_block_size; + if (z % batch_norm_block_size) num_blocks_z++; + if (trmode) { + // compute mean and variance + // for (int j = 0; j < z; j++) mean[j] = variance[j] = 0.0; + check_cuda(cudaMemset(mean, 0, z * sizeof(float)), "gpu_batchnorm_forward"); + check_cuda(cudaMemset(variance, 0, z * sizeof(float)), "gpu_batchnorm_forward"); + // compute mean and variance + gpu_batchnorm_forward_1<<>>(b, rc, rcz, input, mean, variance); + gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), mean, variance, momentum, global_mean, global_variance, epsilon); + // normalization + gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); + } else { + gpu_batchnorm_forward_2<<>>(z, 1.0 / (b * rc), NULL, variance, momentum, NULL, global_variance, epsilon); + // normalization + gpu_batchnorm_forward_3<<>>(b, rc, rcz, input, mean, variance, affine_g, affine_b, opa, output); + } +} - - - - - - - - - - - - - - - - - - -///////// +void gpu_batchnorm_backward(int gpu_device, int b, int z, int rc, float *delta, float *opa, float *pdelta, float *gbn_g, float *gbn_b, float *bn_g, float *variance, float *mean1, float *mean2) +{ + cudaSetDevice(gpu_device); + int rcz = rc * z; + int num_blocks = rcz / batch_norm_block_size; + if (rcz % batch_norm_block_size) num_blocks++; + int num_blocks_z = z / batch_norm_block_size; + if (z % batch_norm_block_size) num_blocks_z++; + float N = b * rc; + // for (int j = 0; j < z; j++) mean1[j] = mean2[j] = 0.0; + check_cuda(cudaMemset(mean1, 0, z * sizeof(float)), "gpu_batchnorm_backward"); + check_cuda(cudaMemset(mean2, 0, z * sizeof(float)), "gpu_batchnorm_backward"); + if (bn_g != NULL) { + // compute mean + gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, bn_g, mean1, mean2); + gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, gbn_g, gbn_b, bn_g); + } else { + // compute mean + gpu_batchnorm_backward_1<<>>(b, rc, rcz, delta, opa, NULL, mean1, mean2); + gpu_batchnorm_backward_2<<>>(z, 1.0 / (b * rc), mean1, mean2, NULL, NULL, NULL); + } + gpu_batchnorm_backward_3<<>>(b, rc, rcz, delta, opa, pdelta, mean1, mean2, variance); +} diff --git a/src/hardware/gpu/nn/gpu_bn_kernels.cu b/src/hardware/gpu/nn/gpu_bn_kernels.cu index 9b380704c..ba67e2884 100644 --- a/src/hardware/gpu/nn/gpu_bn_kernels.cu +++ b/src/hardware/gpu/nn/gpu_bn_kernels.cu @@ -86,3 +86,118 @@ __global__ void bn_permute_batch_first(float *src, float *dest,int b,int z,int r dest[thread_id_x]=src[pos]; } } + +// new batchnorm implementation + +__global__ void gpu_batchnorm_forward_1(int b, int rc, int rcz, float *input, float *mean, float *variance) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m = 0, v = 0; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + float x = input[p]; + m += x; + v += x * x; + } + atomicAdd(mean + j, m); + atomicAdd(variance + j, v); + } +} + +__global__ void gpu_batchnorm_forward_2(int z, float inv_N, float *mean, float *variance, float momentum, float *global_mean, float *global_variance, float epsilon) +{ + // for (int j = 0; j < z; j++) { + int j = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (j < z) { + if (mean != NULL) { + mean[j] *= inv_N; + variance[j] = variance[j] * inv_N - mean[j] * mean[j]; + // update global statistics + if (momentum != 0.0) { + global_mean[j] = momentum * global_mean[j] + (1.0 - momentum) * mean[j]; + global_variance[j] = momentum * global_variance[j] + (1.0 - momentum) * variance[j]; + } + variance[j] = 1.0f / sqrt(variance[j] + epsilon); + } else { + variance[j] = 1.0f / sqrt(global_variance[j] + epsilon); + } + } +} + +__global__ void gpu_batchnorm_forward_3(int b, int rc, int rcz, float *input, float *mean, float *variance, float *affine_g, float *affine_b, float *opa, float *output) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m = mean[j]; + float v = variance[j]; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + float o = (input[p] - m) * v; + // affine transformation + if (affine_g != NULL) { + opa[p] = o; + output[p] = o * affine_g[j] + affine_b[j]; + } else output[p] = o; + } + } +} + +__global__ void gpu_batchnorm_backward_1(int b, int rc, int rcz, float *delta, float *opa, float *bn_g, float *mean1, float *mean2) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + float m1 = 0, m2 = 0; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + m1 += delta[p] * opa[p]; // step 1 & 2 + m2 += delta[p]; // step 4 + if (bn_g != NULL) delta[p] *= bn_g[j]; // affine + } + atomicAdd(mean1 + j, m1); + atomicAdd(mean2 + j, m2); + } +} + +__global__ void gpu_batchnorm_backward_2(int z, float inv_N, float *mean1, float *mean2, float *gbn_g, float *gbn_b, float *bn_g) +{ + // for (int j = 0; j < z; j++) { + int j = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (j < z) { + if (bn_g != NULL) { // affine + float m1 = mean1[j] * inv_N; + float m2 = mean2[j] * inv_N; + gbn_g[j] += m1; + gbn_b[j] += m2; + mean1[j] = m1 * bn_g[j]; + mean2[j] = m2 * bn_g[j]; + } else { + mean1[j] *= inv_N; + mean2[j] *= inv_N; + } + } +} + +__global__ void gpu_batchnorm_backward_3(int b, int rc, int rcz, float *delta, float *opa, float *pdelta, float *mean1, float *mean2, float *variance) +{ + // for (int k = 0; k < rcz; k += batch_norm_block_size) + int k = blockIdx.x * batch_norm_block_size + threadIdx.x; + if (k < rcz) { + int j = k / rc; + for (int i = 0, p = k; i < b; i++, p += rcz) { + // for (int l = 0; l < batch_norm_block_size && k + l < rcz; l++, p++) { + float o = opa[p] * mean1[j] + mean2[j]; // step 3 & 5 + // opa[p] = o; + float d = delta[p] - o; // step 6 + d = d / variance[j]; // step 7 + // delta[p] = d; + pdelta[p] += d; + } + } +} diff --git a/tests/layers/normalization/test_batchnorm.cpp b/tests/layers/normalization/test_batchnorm.cpp index 7a0e7f993..e4ceda68f 100644 --- a/tests/layers/normalization/test_batchnorm.cpp +++ b/tests/layers/normalization/test_batchnorm.cpp @@ -1,94 +1,95 @@ -//#include -//#include -// -//#include "eddl/tensor/tensor.h" -//#include "eddl/tensor/nn/tensor_nn.h" -//#include "eddl/descriptors/descriptors.h" -//#include "eddl/layers/normalization/layer_normalization.h" -// -//using namespace std; -// -// -//TEST(NormalizationTestSuite, batchnorm){ -// -// // Image -// auto *ptr_img = new float[1*3*5*5]{-0.66, 1.88, -0.09, 2.00, -1.26, -// -0.96, 1.49, -0.34, -0.12, -0.09, -// -0.19, -0.60, -1.60, -0.84, -1.44, -// -0.83, -0.06, 0.01, -0.81, -0.90, -// 0.43, 0.82, -0.46, -0.10, -0.17, -// -// 0.32, -1.09, 0.52, 1.19, 0.76, -// 0.16, 1.07, -1.08, 0.14, -2.00, -// 0.94, 1.24, 0.23, -0.77, 0.23, -// 0.09, -1.64, 2.31, 0.09, 0.98, -// 0.23, -2.14, -1.47, 1.18, -0.02, -// -// 0.75, -0.97, 0.47, 0.67, -0.03, -// 0.77, 0.27, 1.16, 0.62, 1.39, -// -0.23, 0.51, 0.26, 0.75, -0.08, -// 0.14, 0.17, 0.89, 0.19, -0.44, -// 0.98, 0.66, 0.48, -0.20, 0.10,}; -// auto* t_image = new Tensor({1, 3, 5, 5}, ptr_img, DEV_CPU); -// -// // Forward -// auto *ptr_fwrd_ref = new float[1*3*5*5]{ -// -0.51, 2.27, 0.12, 2.41, -1.16, -// -0.84, 1.84, -0.15, 0.08, 0.12, -// 0.00, -0.45, -1.53, -0.70, -1.36, -// -0.70, 0.15, 0.23, -0.67, -0.77, -// 0.68, 1.11, -0.29, 0.10, 0.02, -// -// 0.24, -1.05, 0.42, 1.03, 0.64, -// 0.09, 0.92, -1.04, 0.07, -1.87, -// 0.81, 1.07, 0.15, -0.75, 0.15, -// 0.02, -1.55, 2.05, 0.03, 0.84, -// 0.15, -2.00, -1.40, 1.02, -0.07, -// -// 0.73, -2.58, 0.19, 0.58, -0.78, -// 0.77, -0.20, 1.52, 0.47, 1.96, -// -1.16, 0.26, -0.21, 0.73, -0.86, -// -0.44, -0.38, 1.00, -0.35, -1.56, -// 1.17, 0.56, 0.20, -1.09, -0.53, -// }; -// auto* t_fwrd_ref = new Tensor({1, 3, 5, 5}, ptr_fwrd_ref, DEV_CPU); -// -// // Mean -// auto *ptr_mean_ref = new float[3]{-0.0196, 0.0058, 0.0370}; -// auto* t_mean_ref = new Tensor({3}, ptr_mean_ref, DEV_CPU); -// -// // Var -// auto *ptr_var_ref = new float[3]{0.9870, 1.0254, 0.9280}; -// auto* t_var_ref = new Tensor({3}, ptr_var_ref, DEV_CPU); -// t_var_ref->add(10e-5); -// t_var_ref->sqrt(); -// t_var_ref->inv(); -// -// -// // Forward -// auto* t_output = Tensor::empty_like(t_image); -// auto* t_opa = Tensor::empty_like(t_image); -// -// auto* t_mean_acc = Tensor::zeros({3}); -// auto* t_var_acc = Tensor::ones({3}); -// -// auto* t_mean = Tensor::zeros({3}); -// auto* t_var = Tensor::ones({3}); -// -// auto* t_gamma = Tensor::ones({3}); -// auto* t_beta = Tensor::zeros({3}); -//// -//// -//// -//// cout << "Mean" << endl; -//// t_mean_ref->print(3); -//// t_mean->print(3); -//// -//// cout << "Var" << endl; -//// t_var_ref->print(3); -//// t_var->print(3); -//// ASSERT_TRUE((bool) Tensor::equivalent(t_fwrd_ref, t_output, 10e-2f)); -//// ASSERT_TRUE((bool) Tensor::equivalent(t_mean_ref, t_mean, 10e-2f)); -//// ASSERT_TRUE((bool) Tensor::equivalent(t_var_ref, t_var, 10e-2f)); -// int asd = 33; -//} +#include +#include + +#include "eddl/tensor/tensor.h" +#include "eddl/tensor/nn/tensor_nn.h" +#include "eddl/descriptors/descriptors.h" +#include "eddl/layers/normalization/layer_normalization.h" + +using namespace std; + + +TEST(NormalizationTestSuite, batchnorm){ + + // Image + auto *ptr_img = new float[1*3*5*5]{-0.66, 1.88, -0.09, 2.00, -1.26, + -0.96, 1.49, -0.34, -0.12, -0.09, + -0.19, -0.60, -1.60, -0.84, -1.44, + -0.83, -0.06, 0.01, -0.81, -0.90, + 0.43, 0.82, -0.46, -0.10, -0.17, + + 0.32, -1.09, 0.52, 1.19, 0.76, + 0.16, 1.07, -1.08, 0.14, -2.00, + 0.94, 1.24, 0.23, -0.77, 0.23, + 0.09, -1.64, 2.31, 0.09, 0.98, + 0.23, -2.14, -1.47, 1.18, -0.02, + + 0.75, -0.97, 0.47, 0.67, -0.03, + 0.77, 0.27, 1.16, 0.62, 1.39, + -0.23, 0.51, 0.26, 0.75, -0.08, + 0.14, 0.17, 0.89, 0.19, -0.44, + 0.98, 0.66, 0.48, -0.20, 0.10,}; + auto* t_image = new Tensor({1, 3, 5, 5}, ptr_img, DEV_CPU); + + // Forward + auto *ptr_fwrd_ref = new float[1*3*5*5]{ + -0.51, 2.27, 0.12, 2.41, -1.16, + -0.84, 1.84, -0.15, 0.08, 0.12, + 0.00, -0.45, -1.53, -0.70, -1.36, + -0.70, 0.15, 0.23, -0.67, -0.77, + 0.68, 1.11, -0.29, 0.10, 0.02, + + 0.24, -1.05, 0.42, 1.03, 0.64, + 0.09, 0.92, -1.04, 0.07, -1.87, + 0.81, 1.07, 0.15, -0.75, 0.15, + 0.02, -1.55, 2.05, 0.03, 0.84, + 0.15, -2.00, -1.40, 1.02, -0.07, + + 0.73, -2.58, 0.19, 0.58, -0.78, + 0.77, -0.20, 1.52, 0.47, 1.96, + -1.16, 0.26, -0.21, 0.73, -0.86, + -0.44, -0.38, 1.00, -0.35, -1.56, + 1.17, 0.56, 0.20, -1.09, -0.53, + }; + auto* t_fwrd_ref = new Tensor({1, 3, 5, 5}, ptr_fwrd_ref, DEV_CPU); + + // Mean + auto *ptr_mean_ref = new float[3]{-0.196, 0.058, 0.370}; + auto* t_mean_ref = new Tensor({3}, ptr_mean_ref, DEV_CPU); + + // Var + const float epsilon = 1e-5; + auto *ptr_var_ref = new float[3]{0.914, 1.098, 0.520}; + auto* t_var_ref = new Tensor({3}, ptr_var_ref, DEV_CPU); + t_var_ref->add(10e-5); + t_var_ref->sqrt(); + t_var_ref->inv(); + + + // Forward + auto* t_output = Tensor::empty_like(t_image); + auto* t_opa = Tensor::empty_like(t_image); + + auto* t_mean_acc = Tensor::zeros({3}); + auto* t_var_acc = Tensor::ones({3}); + + auto* t_mean = Tensor::zeros({3}); + auto* t_var = Tensor::ones({3}); + + auto* t_gamma = Tensor::ones({3}); + auto* t_beta = Tensor::zeros({3}); + + + + // BN_forward(t_image, t_gamma, t_beta, t_mean, t_var,0.1f,10e-5, TRMODE); + tensorNN::BatchNormForward(t_image, t_output, t_opa, + t_mean_acc, t_var_acc, + t_gamma, t_beta, + t_mean, t_var, TRMODE==TRMODE, 1e-5, 0.1f); + + + ASSERT_TRUE((bool) Tensor::equivalent(t_fwrd_ref, t_output, 1e-2f)); + ASSERT_TRUE((bool) Tensor::equivalent(t_mean_ref, t_mean, 1e-2f)); + ASSERT_TRUE((bool) Tensor::equivalent(t_var_ref, t_var, 1e-2f)); + int asd = 33; +} From 1e051c76815bb4741382211c7f12152a28725ddf Mon Sep 17 00:00:00 2001 From: chavicoski Date: Thu, 11 Feb 2021 11:14:11 +0100 Subject: [PATCH 38/75] Added support for GRU and RNN in ONNX. And some minor improvements to ONNX module. --- src/serialization/onnx/eddl_onnx_export.cpp | 411 +++++++++++++-- src/serialization/onnx/eddl_onnx_import.cpp | 536 ++++++++++++++++++-- 2 files changed, 885 insertions(+), 62 deletions(-) diff --git a/src/serialization/onnx/eddl_onnx_export.cpp b/src/serialization/onnx/eddl_onnx_export.cpp index 11598800b..7e86e92b1 100644 --- a/src/serialization/onnx/eddl_onnx_export.cpp +++ b/src/serialization/onnx/eddl_onnx_export.cpp @@ -171,6 +171,12 @@ void build_unsqueeze_node(string node_name, string input, string output, vector< // OPSET: 7, 1 void build_lstm_node(LLSTM *layer, onnx::GraphProto *graph); +// OPSET: 7, 3, 1 +void build_gru_node(LGRU *layer, onnx::GraphProto *graph); + +// OPSET: 7, 1 +void build_rnn_node(LRNN *layer, onnx::GraphProto *graph); + // OPSET: 13 void build_resize_node(LScale *layer, onnx::GraphProto *graph); @@ -244,6 +250,7 @@ void save_net_to_onnx_file(Net *net, string path) { // The serialization is automated by the protobuf library cerr << "Failed to write the model in onnx." << endl; } + ofs.close(); } size_t serialize_net_to_onnx_pointer(Net *net, void *&serialized_model, bool gradients) @@ -327,7 +334,7 @@ void set_graph(onnx::ModelProto *model, Net *net, bool gradients) /* * We get all the input layers from the layers vector of the model * instead of taking them from net->lin. Beacause for the case of - * a recurrent net with decoder the input layer that is connected + * a recurrent net with decoder the input layer that is connected * to the decoder is not added in the lin vector of the model. * With this way we ensure that we are taking all the input layers * of the model. @@ -604,6 +611,14 @@ void build_node_from_layer(Layer *layer, onnx::GraphProto *graph, bool gradients { build_lstm_node((LLSTM *)(MLayer *)layer, graph); } + else if (LGRU *t = dynamic_cast(layer)) + { + build_gru_node((LGRU *)(MLayer *)layer, graph); + } + else if (LRNN *t = dynamic_cast(layer)) + { + build_rnn_node((LRNN *)(MLayer *)layer, graph); + } else if (LCopyStates *t = dynamic_cast(layer)) { handle_copy_states((LCopyStates *)(MLayer *)layer, graph); @@ -1093,10 +1108,9 @@ void build_reshape_node(LReshape *layer, onnx::GraphProto *graph) target_shape_tensor->set_data_type(onnx::TensorProto::INT64); target_shape_tensor->add_dims(layer->ls.size()); // Set the target shape - for (int i : layer->ls) - { - target_shape_tensor->add_int64_data(i); - } + target_shape_tensor->add_int64_data(-1); // For batch_size + for (int i = 1; i < layer->ls.size(); ++i) + target_shape_tensor->add_int64_data(layer->ls[i]); // Add an empty node to the graph onnx::NodeProto *node = graph->add_node(); @@ -1486,14 +1500,14 @@ void build_mul_node(LMult *layer, onnx::GraphProto *graph) } /* - void build_pow_node(LPow *layer, onnx::GraphProto *graph) + void build_pow_node(LPow *layer, onnx::GraphProto *graph) { // Add an empty node to the graph onnx::NodeProto* node = graph->add_node(); node->set_op_type("Pow"); node->set_name(layer->name); // Set the inputs names of the node from the parents of the layer - for (Layer* parentl : layer->parent) + for (Layer* parentl : layer->parent) { node->add_input(parentl->name); } @@ -1907,6 +1921,13 @@ void build_lstm_node(LLSTM *layer, onnx::GraphProto *graph) input_forget_attr->set_type(onnx::AttributeProto::INT); input_forget_attr->set_i(0); // To not couple the input and forget gates + // Warn if the layer uses mask zeros. Not supported in ONNX + if (layer->mask_zeros) { + cout << "[ONNX::Export] Warning: The LSTM layer " << layer->name << " has mask_zeros=true. " + << "This attribute is not supported in ONNX, so the model exported will not have this attribute." + << endl; + } + // W input (weights for all the layers W[iofc]) onnx::TensorProto *w = graph->add_initializer(); w->set_name(layer->name + "_W"); @@ -1918,12 +1939,16 @@ void build_lstm_node(LLSTM *layer, onnx::GraphProto *graph) */ Tensor *Wix = layer->Wix->permute({1, 0}); w->mutable_float_data()->Add(Wix->ptr, Wix->ptr + Wix->size); // i weights + delete Wix; Tensor *Wox = layer->Wox->permute({1, 0}); w->mutable_float_data()->Add(Wox->ptr, Wox->ptr + Wox->size); // o weights + delete Wox; Tensor *Wfx = layer->Wfx->permute({1, 0}); w->mutable_float_data()->Add(Wfx->ptr, Wfx->ptr + Wfx->size); // f weights + delete Wfx; Tensor *Wcx = layer->Wcx->permute({1, 0}); w->mutable_float_data()->Add(Wcx->ptr, Wcx->ptr + Wcx->size); // c weights + delete Wcx; // R input (recurrent weights for all the layers W[iofc]) onnx::TensorProto *r = graph->add_initializer(); @@ -1936,12 +1961,16 @@ void build_lstm_node(LLSTM *layer, onnx::GraphProto *graph) */ Tensor *Wih = layer->Wih->permute({1, 0}); r->mutable_float_data()->Add(Wih->ptr, Wih->ptr + Wih->size); // i recurrent weights + delete Wih; Tensor *Woh = layer->Woh->permute({1, 0}); r->mutable_float_data()->Add(Woh->ptr, Woh->ptr + Woh->size); // o recurrent weights + delete Woh; Tensor *Wfh = layer->Wfh->permute({1, 0}); r->mutable_float_data()->Add(Wfh->ptr, Wfh->ptr + Wfh->size); // f recurrent weights + delete Wfh; Tensor *Wch = layer->Wch->permute({1, 0}); r->mutable_float_data()->Add(Wch->ptr, Wch->ptr + Wch->size); // c recurrent weights + delete Wch; // B input (biases for all the layers) onnx::TensorProto *b = graph->add_initializer(); @@ -2002,6 +2031,328 @@ void build_lstm_node(LLSTM *layer, onnx::GraphProto *graph) } } +void build_gru_node(LGRU *layer, onnx::GraphProto *graph) +{ + // Add an empty node to the graph + onnx::NodeProto *node = graph->add_node(); + node->set_op_type("GRU"); + node->set_name(layer->name); + // Set the input sequence of the GRU + node->add_input(layer->parent[0]->name); + node->add_input(layer->name + "_W"); + node->add_input(layer->name + "_R"); + node->add_input(layer->name + "_B"); + node->add_input(""); // Empty str to skip the sequence_lens input + // Check if we have to copy states for a decoder GRU + if (layer->parent.size() > 1 && layer->isdecoder) + { + string l_copyStates_name = layer->parent[1]->name; + node->add_input(l_copyStates_name + "_h"); + } + + // Attr activation alpha (for GRU activation functions) + // Not used in EDDL + //onnx::AttributeProto* activation_alpha_attr = node->add_attribute(); + //activation_alpha_attr->set_name( "activation_alpha" ); + //activation_alpha_attr->set_type( onnx::AttributeProto::FLOATS ); + + // Attr activation beta + // Not used in EDDL + //onnx::AttributeProto* activation_beta_attr = node->add_attribute(); + //activation_beta_attr->set_name( "activation_beta" ); // Not used in EDDL + //activation_beta_attr->set_type( onnx::AttributeProto::FLOATS ); + + // Attr activations + onnx::AttributeProto *activations_attr = node->add_attribute(); + activations_attr->set_name("activations"); + activations_attr->set_type(onnx::AttributeProto::STRINGS); + activations_attr->add_strings("Sigmoid"); // For gates z, r + activations_attr->add_strings("Tanh"); // For gate n + + // Attr clip (cell clip threshold, [-threshold, +threshold]) + // Not used in EDDL + //onnx::AttributeProto* hidden_size_attr = node->add_attribute(); + //hidden_size_attr->set_name( "clip" ); + //hidden_size_attr->set_type( onnx::AttributeProto::FLOAT ); + //hidden_size_attr->set_i( /*?*/ ); + + // Attr direction + onnx::AttributeProto *direction_attr = node->add_attribute(); + direction_attr->set_name("direction"); + direction_attr->set_type(onnx::AttributeProto::STRING); + direction_attr->set_s("forward"); // Current implementation of GRU + + // Attr hidden size + onnx::AttributeProto *hidden_size_attr = node->add_attribute(); + hidden_size_attr->set_name("hidden_size"); + hidden_size_attr->set_type(onnx::AttributeProto::INT); + hidden_size_attr->set_i(layer->units); + + // Attr linear transformation before reset + onnx::AttributeProto *linear_trans_attr = node->add_attribute(); + linear_trans_attr->set_name("linear_before_reset"); + linear_trans_attr->set_type(onnx::AttributeProto::INT); + // We apply the linear transformation before the r gate. + // See "linear_before_reset" attribute in https://github.com/onnx/onnx/blob/master/docs/Operators.md#GRU + linear_trans_attr->set_i(1); + + // Warn if the layer uses mask zeros. Not supported in ONNX + if (layer->mask_zeros) { + cout << "[ONNX::Export] Warning: The GRU layer " << layer->name << " has mask_zeros=true. " + << "This attribute is not supported in ONNX, so the model exported will not have this attribute." + << endl; + } + + // W input (weights for all the layers W[zrn]) + onnx::TensorProto *w = graph->add_initializer(); + w->set_name(layer->name + "_W"); + w->set_data_type(onnx::TensorProto::FLOAT); + vector w_dims{1, 3 * layer->units, layer->input->shape[1]}; // w_dims shape[0] = 1 beacuse is only forward + w->mutable_dims()->Add(w_dims.begin(), w_dims.end()); // Set the shape of the weights + /* + * The Weights are permuted before saving them (required by ONNX standad) + */ + Tensor *Wz_x = layer->Wz_x->permute({1, 0}); + w->mutable_float_data()->Add(Wz_x->ptr, Wz_x->ptr + Wz_x->size); // z weights + delete Wz_x; + Tensor *Wr_x = layer->Wr_x->permute({1, 0}); + w->mutable_float_data()->Add(Wr_x->ptr, Wr_x->ptr + Wr_x->size); // r weights + delete Wr_x; + Tensor *Wn_x = layer->Wn_x->permute({1, 0}); + w->mutable_float_data()->Add(Wn_x->ptr, Wn_x->ptr + Wn_x->size); // n weights + delete Wn_x; + + // R input (recurrent weights for all the layers W[zrh]) + onnx::TensorProto *r = graph->add_initializer(); + r->set_name(layer->name + "_R"); + r->set_data_type(onnx::TensorProto::FLOAT); + vector r_dims{1, 3 * layer->units, layer->units}; // r_dims shape[0] = 1 beacuse is only forward + r->mutable_dims()->Add(r_dims.begin(), r_dims.end()); // Set the shape of the weights + /* + * The Weights are permuted before saving them (required by ONNX standad) + */ + Tensor *Wz_hidden = layer->Uz_h->permute({1, 0}); + r->mutable_float_data()->Add(Wz_hidden->ptr, Wz_hidden->ptr + Wz_hidden->size); // z recurrent weights + delete Wz_hidden; + Tensor *Wr_hidden = layer->Ur_h->permute({1, 0}); + r->mutable_float_data()->Add(Wr_hidden->ptr, Wr_hidden->ptr + Wr_hidden->size); // r recurrent weights + delete Wr_hidden; + Tensor *Wn_hidden = layer->Un_h->permute({1, 0}); + r->mutable_float_data()->Add(Wn_hidden->ptr, Wn_hidden->ptr + Wn_hidden->size); // n recurrent weights + delete Wn_hidden; + + // B input (biases for all the layers) + onnx::TensorProto *b = graph->add_initializer(); + b->set_name(layer->name + "_B"); + b->set_data_type(onnx::TensorProto::FLOAT); + vector b_dims{1, 6 * layer->units}; // b_dims shape[0] = 1 for weights in one directions + b->mutable_dims()->Add(b_dims.begin(), b_dims.end()); // Set the shape of the weights + + b->mutable_float_data()->Add(layer->bias_z_t->ptr, layer->bias_z_t->ptr + layer->bias_z_t->size); // z bias + b->mutable_float_data()->Add(layer->bias_r_t->ptr, layer->bias_r_t->ptr + layer->bias_r_t->size); // r bias + b->mutable_float_data()->Add(layer->bias_n_t->ptr, layer->bias_n_t->ptr + layer->bias_n_t->size); // n bias + + // Set recurrent forward biases to 0 for gates z and r + for (int i = 0; i < 2 * layer->units; ++i) + b->add_float_data(0.0); + + // The recurrent bias for n is set. Because we need it for applying the linear transformation before the + // r gate. See "linear_before_reset" attribute in https://github.com/onnx/onnx/blob/master/docs/Operators.md#GRU + b->mutable_float_data()->Add(layer->bias_n_t_hidden->ptr, layer->bias_n_t_hidden->ptr + layer->bias_n_t_hidden->size); // n recurrent bias + + /* Set the outputs of the node to link with the other nodes + * - In ONNX the GRU operator can have up to 2 outputs: + * * Y -> [seq_len, num_directions, batch_size, hidden_size] + * * Y_h (optional) -> [num_directions, batch_size, hidden_size] + * - If the layer is encoder we select Y_h as output + * - If the layer is encoder but there are more stacked GRU, we select Y as output + * - If the layer is decoder we select Y as output + * + * Note: To select the output of the GRU that the next layer in the graph takes as input + * we have to set that output name to the layer name (layer->name) + */ + node->add_output(layer->name + "_Y"); + node->add_output(layer->name + "_Y_h"); + if (layer->isdecoder || layer->child[0]->isrecurrent /*To detect stacked GRU*/) + { + // Squeeze: [seq_length, num_directions, batch_size, hidden_size] -> [seq_length, batch_size, hidden_size] + // Note: The EDDL only supports one-directional GRU, so num_directions=1 + build_squeeze_node( + layer->name + "_outputSqueeze", // node name + layer->name + "_Y", // input name + layer->name, // Output name + {1}, // axes to squeeze + graph); + } + else + { // is encoder + // Squeeze: [num_directions, batch_size, hidden_size] -> [batch_size, hidden_size] + // Note: The EDDL only supports one-directional GRU, so num_directions=1 + build_squeeze_node( + layer->name + "_outputSqueeze", // node name + layer->name + "_Y_h", // input name + layer->name, // Output name + {0}, // axes to squeeze + graph); + } +} + +void build_rnn_node(LRNN *layer, onnx::GraphProto *graph) +{ + // Add an empty node to the graph + onnx::NodeProto *node = graph->add_node(); + node->set_op_type("RNN"); + node->set_name(layer->name); + // Set the input sequence of the RNN + node->add_input(layer->parent[0]->name); + node->add_input(layer->name + "_W"); + node->add_input(layer->name + "_R"); + if (layer->use_bias) node->add_input(layer->name + "_B"); + else node->add_input(""); + node->add_input(""); // Empty str to skip the sequence_lens input + // Check if we have to copy states for a decoder RNN + if (layer->parent.size() > 1 && layer->isdecoder) + { + string l_copyStates_name = layer->parent[1]->name; + node->add_input(l_copyStates_name + "_h"); + } + + // Attr activations + float alpha, beta; // optional auxiliary parameters + bool activation_with_params = false; + onnx::AttributeProto *activations_attr = node->add_attribute(); + activations_attr->set_name("activations"); + activations_attr->set_type(onnx::AttributeProto::STRINGS); + if (layer->activation == "relu") + activations_attr->add_strings("Relu"); + else if (layer->activation == "sigmoid") + activations_attr->add_strings("Sigmoid"); + else if (layer->activation == "hard_sigmoid") { + activations_attr->add_strings("HardSigmoid"); + alpha = 0.2; + beta = 0.5; + activation_with_params = true; + } else if (layer->activation == "tanh") + activations_attr->add_strings("Tanh"); + else if (layer->activation == "none") { + activations_attr->add_strings("Affine"); + // Achieve linear activation: alpha * x + beta -> where alpha = 1.0 and beta = 0.0 + alpha = 1.0; + beta = 0.0; + activation_with_params = true; + } else + msg("Activation not supported for RNN", "ONNX::ExportNet"); + + if (activation_with_params) { + // Auxiliary alpha attribute for the activation functions + onnx::AttributeProto* activation_alpha_attr = node->add_attribute(); + activation_alpha_attr->set_name("activation_alpha"); + activation_alpha_attr->set_type(onnx::AttributeProto::FLOATS); + activation_alpha_attr->add_floats(alpha); + + // Auxiliary beta attribute for the activation functions + onnx::AttributeProto* activation_beta_attr = node->add_attribute(); + activation_beta_attr->set_name("activation_beta"); + activation_beta_attr->set_type(onnx::AttributeProto::FLOATS); + activation_beta_attr->add_floats(beta); + } + + // Attr clip (cell clip threshold, [-threshold, +threshold]) + // Not used in EDDL + //onnx::AttributeProto* hidden_size_attr = node->add_attribute(); + //hidden_size_attr->set_name( "clip" ); + //hidden_size_attr->set_type( onnx::AttributeProto::FLOAT ); + //hidden_size_attr->set_i( /*?*/ ); + + // Attr direction + onnx::AttributeProto *direction_attr = node->add_attribute(); + direction_attr->set_name("direction"); + direction_attr->set_type(onnx::AttributeProto::STRING); + direction_attr->set_s("forward"); // Current implementation of RNN + + // Attr hidden size + onnx::AttributeProto *hidden_size_attr = node->add_attribute(); + hidden_size_attr->set_name("hidden_size"); + hidden_size_attr->set_type(onnx::AttributeProto::INT); + hidden_size_attr->set_i(layer->units); + + // Weights for input + onnx::TensorProto *w = graph->add_initializer(); + w->set_name(layer->name + "_W"); + w->set_data_type(onnx::TensorProto::FLOAT); + vector w_dims{1, layer->units, layer->input->shape[1]}; // w_dims shape[0] = 1 beacuse is only forward + w->mutable_dims()->Add(w_dims.begin(), w_dims.end()); // Set the shape of the weights + /* + * The Weights are permuted before saving them (required by ONNX standad) + */ + Tensor *Wx = layer->Wx->permute({1, 0}); + w->mutable_float_data()->Add(Wx->ptr, Wx->ptr + Wx->size); + delete Wx; + + // Recurrent weights + onnx::TensorProto *r = graph->add_initializer(); + r->set_name(layer->name + "_R"); + r->set_data_type(onnx::TensorProto::FLOAT); + vector r_dims{1, layer->units, layer->units}; // r_dims shape[0] = 1 beacuse is only forward + r->mutable_dims()->Add(r_dims.begin(), r_dims.end()); // Set the shape of the weights + /* + * The Weights are permuted before saving them (required by ONNX standad) + */ + Tensor *Wy = layer->Wy->permute({1, 0}); + r->mutable_float_data()->Add(Wy->ptr, Wy->ptr + Wy->size); + delete Wy; + + // Bias + if (layer->use_bias) { + onnx::TensorProto *b = graph->add_initializer(); + b->set_name(layer->name + "_B"); + b->set_data_type(onnx::TensorProto::FLOAT); + vector b_dims{1, 2 * layer->units}; // b_dims shape[0] = 1 for weights in one directions + b->mutable_dims()->Add(b_dims.begin(), b_dims.end()); // Set the shape of the weights + b->mutable_float_data()->Add(layer->bias->ptr, layer->bias->ptr + layer->bias->size); + // Set recurrent biases to 0 + for (int i = 0; i < layer->units; ++i) + b->add_float_data(0.0); + } + + /* Set the outputs of the node to link with the other nodes + * - In ONNX the LSTM operator can have up to 2 outputs: + * * Y -> [seq_len, num_directions, batch_size, hidden_size] + * * Y_h (optional) -> [num_directions, batch_size, hidden_size] + * - If the layer is encoder we select Y_h as output + * - If the layer is encoder but there are more stacked RNN, we select Y as output + * - If the layer is decoder we select Y as output + * + * Note: To select the output of the RNN that the next layer in the graph takes as input + * we have to set that output name to the layer name (layer->name) + */ + node->add_output(layer->name + "_Y"); + node->add_output(layer->name + "_Y_h"); + if (layer->isdecoder || layer->child[0]->isrecurrent /*To detect stacked RNN*/) + { + // Squeeze: [seq_length, num_directions, batch_size, hidden_size] -> [seq_length, batch_size, hidden_size] + // Note: The EDDL only supports one-directional RNN, so num_directions=1 + build_squeeze_node( + layer->name + "_outputSqueeze", // node name + layer->name + "_Y", // input name + layer->name, // Output name + {1}, // axes to squeeze + graph); + } + else + { // is encoder + // Squeeze: [num_directions, batch_size, hidden_size] -> [batch_size, hidden_size] + // Note: The EDDL only supports one-directional RNN, so num_directions=1 + build_squeeze_node( + layer->name + "_outputSqueeze", // node name + layer->name + "_Y_h", // input name + layer->name, // Output name + {0}, // axes to squeeze + graph); + } +} + + void build_resize_node(LScale *layer, onnx::GraphProto *graph) { // Add an empty node to the graph @@ -2165,27 +2516,27 @@ void handle_copy_states(LCopyStates *layer, onnx::GraphProto *graph) { string parent_name = layer->parent[0]->name; string child_name = layer->child[0]->name; - // Check the type of the parent layer to copy the states + + // Set the node to copy the hidden (h) state + string node_name = parent_name + "_to_" + child_name + "_CopyState_h"; + string input_name = parent_name; + string output_name = layer->name + "_h"; + /* + * Add an Unsqueeze layer to reshape the h state to the desired shape for LSTM. + * + * Note: The h state coming from the previous LSTM has been squeezed, so we + * have to unsqueeze it to get the desired shape for the decoder LSTM + */ + build_unsqueeze_node( + layer->name + "_h_unsqueeze", // node name + input_name, // input name + output_name, // Output name + {0}, // axes to squeeze + graph); + + // Set the node to copy the cell (c) state in case of LSTM if (LLSTM *l = dynamic_cast(layer->parent[0])) { - // Set the node to copy the hidden (h) state - string node_name = parent_name + "_to_" + child_name + "_CopyState_h"; - string input_name = parent_name; - string output_name = layer->name + "_h"; - /* - * Add an Unsqueeze layer to reshape the h state to the desired shape for LSTM. - * - * Note: The h state coming from the previous LSTM has been squeezed, so we - * have to unsqueeze it to get the desired shape for the decoder LSTM - */ - build_unsqueeze_node( - layer->name + "_h_unsqueeze", // node name - input_name, // input name - output_name, // Output name - {0}, // axes to squeeze - graph); - - // Set the node to copy the cell (c) state node_name = parent_name + "_to_" + child_name + "_CopyState_c"; input_name = parent_name + "_Y_c"; output_name = layer->name + "_c"; @@ -2225,9 +2576,9 @@ void prepare_recurrent_input(string input_name, string output_name, vector void prepare_recurrent_output(string input_name, string output_name, vector output_shape, onnx::GraphProto *graph) { /* - * This functions takes a graph of a recurrent net and adds a transpose operator - * to fix the output shape from (seq_len, batch_size, out_shape) to (batch_size, seq_len, out_shape) - */ + * This functions takes a graph of a recurrent net and adds a transpose operator + * to fix the output shape from (seq_len, batch_size, out_shape) to (batch_size, seq_len, out_shape) + */ // Add an empty node to the graph onnx::NodeProto *node = graph->add_node(); node->set_op_type("Transpose"); @@ -2253,7 +2604,9 @@ void prepare_recurrent_output(string input_name, string output_name, vector // End: Exporting Module //---------------------------------------------------------------------------------------- + #else + void save_net_to_onnx_file(Net *net, string path) { cerr << "Not compiled for ONNX. Missing Protobuf" << endl; diff --git a/src/serialization/onnx/eddl_onnx_import.cpp b/src/serialization/onnx/eddl_onnx_import.cpp index ef963b94e..63192cc10 100644 --- a/src/serialization/onnx/eddl_onnx_import.cpp +++ b/src/serialization/onnx/eddl_onnx_import.cpp @@ -75,6 +75,8 @@ enum ONNX_LAYERS ADD, // OPSET: 13, 7 MAT_MUL, // OPSET: 13, 9, 1 (Only for MatMul+Add Dense layer) LSTM, // OPSET: 7, 1 + GRU, // OPSET: 7, 3, 1 + RNN, // OPSET: 7, 1 IDENTITY, // We skip this layer when found GATHER, // OPSET: 13, 11, 1 CAST, // We skip this layer when found @@ -208,6 +210,8 @@ map create_enum_map() map_layers["MatMul"] = ONNX_LAYERS::MAT_MUL; map_layers["LSTM"] = ONNX_LAYERS::LSTM; + map_layers["GRU"] = ONNX_LAYERS::GRU; + map_layers["RNN"] = ONNX_LAYERS::RNN; map_layers["Identity"] = ONNX_LAYERS::IDENTITY; map_layers["Gather"] = ONNX_LAYERS::GATHER; map_layers["Cast"] = ONNX_LAYERS::CAST; @@ -502,6 +506,7 @@ Net *import_net_from_onnx_file(std::string path, int mem, int log_level) cerr << "Failed to parse model." << endl; //return; } + input.close(); } return build_net_onnx(model, mem, log_level); } @@ -560,7 +565,9 @@ Layer *get_model_input_layer(Layer *l) bool node_is_recurrent(onnx::NodeProto *node, map &map_layers) { ONNX_LAYERS layer_type = map_layers[node->op_type()]; - if (layer_type == ONNX_LAYERS::LSTM) + if (layer_type == ONNX_LAYERS::LSTM || + layer_type == ONNX_LAYERS::GRU || + layer_type == ONNX_LAYERS::RNN) return true; return false; @@ -879,12 +886,13 @@ Net *build_net_onnx(onnx::ModelProto model, int mem, int log_level) int filters; vector kernel_shape; vector strides; - vector pads; - string auto_pad_option = ""; - bool auto_pad = false; + vector pads = {}; + string auto_pad_option = "custom"; vector *bias; bool use_bias = node->input_size() > 2; bool conv1d = false; + int groups = 1; + vector dilation_rate = {1, 1}; for (int j = 0; j < node->attribute_size(); j++) { // Set the attributes @@ -892,14 +900,10 @@ Net *build_net_onnx(onnx::ModelProto model, int mem, int log_level) string attr_name = attribute.name(); if (!attr_name.compare("auto_pad")) { - auto_pad = true; if (!attribute.s().compare("NOTSET")) - { - auto_pad = false; - continue; - } + auto_pad_option = "custom"; else if (!attribute.s().compare("VALID")) - auto_pad_option = "none"; + auto_pad_option = "valid"; else if (!attribute.s().compare("SAME_UPPER")) auto_pad_option = "same"; } @@ -964,14 +968,15 @@ Net *build_net_onnx(onnx::ModelProto model, int mem, int log_level) filters = dims[0]; string name = node->name(); - ConvolDescriptor *cd; - - // TODO: REVIEW!!!! - int groups = 1; - vector dilation_rate = {1, 1}; - //auto_pad_option == "custom"; - //cd->pad = pads; - cd = new ConvolDescriptor(filters, kernel_shape, strides, auto_pad_option, pads, groups, dilation_rate, use_bias, mem); + ConvolDescriptor *cd = new ConvolDescriptor(filters, + kernel_shape, + strides, + auto_pad_option, + pads, + groups, + dilation_rate, + use_bias, + mem); if (conv1d) actual_layer = new LConv1D(parent, cd, name, dev, mem); @@ -2087,8 +2092,13 @@ Net *build_net_onnx(onnx::ModelProto model, int mem, int log_level) clip = attribute.f(); } else if (!attr_name.compare("direction")) - { // Not used yet in eddl but implemented. We default to forward + { direction = attribute.s(); + if (direction.compare("forward")) + { + msg("LSTM layer " + name + " is not forward direction. EDDL only supports one-directional LSTM", + "ONNX::ImportNet"); + } } else if (!attr_name.compare("hidden_size")) { @@ -2227,30 +2237,47 @@ Net *build_net_onnx(onnx::ModelProto model, int mem, int log_level) delete recurrence_weights_cell_tensor; delete recurrence_weights_cell_g; - string biases_name = node->input(3); //Get weights and dims - vector *biases = &(map_init_values[biases_name]); - vector biases_dims = map_init_dims[biases_name]; + /* + * Set bias values + */ vector bias_dims = {hidden_size}; - + // Vectors to store the imported weights vector *bias_input = new vector; vector *bias_output = new vector; vector *bias_forget = new vector; vector *bias_cell = new vector; - vector *bias_recurrence_input = new vector; vector *bias_recurrence_output = new vector; vector *bias_recurrence_forget = new vector; vector *bias_recurrence_cell = new vector; - bias_input->assign(biases->begin() + hidden_size * 0, biases->begin() + hidden_size * 1); - bias_output->assign(biases->begin() + hidden_size * 1, biases->begin() + hidden_size * 2); - bias_forget->assign(biases->begin() + hidden_size * 2, biases->begin() + hidden_size * 3); - bias_cell->assign(biases->begin() + hidden_size * 3, biases->begin() + hidden_size * 4); - - bias_recurrence_input->assign(biases->begin() + hidden_size * 4, biases->begin() + hidden_size * 5); - bias_recurrence_output->assign(biases->begin() + hidden_size * 5, biases->begin() + hidden_size * 6); - bias_recurrence_forget->assign(biases->begin() + hidden_size * 6, biases->begin() + hidden_size * 7); - bias_recurrence_cell->assign(biases->begin() + hidden_size * 7, biases->begin() + hidden_size * 8); + if (node->input_size() > 3) { + string biases_name = node->input(3); //Get weights and dims + vector *biases = &(map_init_values[biases_name]); + + bias_input->assign(biases->begin() + hidden_size * 0, biases->begin() + hidden_size * 1); + bias_output->assign(biases->begin() + hidden_size * 1, biases->begin() + hidden_size * 2); + bias_forget->assign(biases->begin() + hidden_size * 2, biases->begin() + hidden_size * 3); + bias_cell->assign(biases->begin() + hidden_size * 3, biases->begin() + hidden_size * 4); + bias_recurrence_input->assign(biases->begin() + hidden_size * 4, biases->begin() + hidden_size * 5); + bias_recurrence_output->assign(biases->begin() + hidden_size * 5, biases->begin() + hidden_size * 6); + bias_recurrence_forget->assign(biases->begin() + hidden_size * 6, biases->begin() + hidden_size * 7); + bias_recurrence_cell->assign(biases->begin() + hidden_size * 7, biases->begin() + hidden_size * 8); + } else { + // Set bias values to 0.0 + // Note: In EDDL we don't have use_bias option for LSTM so to achieve the same + // result we set the bias values to 0.0 + vector zero_bias(hidden_size, 0.0); + bias_input->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_output->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_forget->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_cell->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_recurrence_input->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_recurrence_output->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_recurrence_forget->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_recurrence_cell->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + } + Tensor *bias_input_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_input), dev); Tensor::copy(bias_input_tensor, lstm->inbias); @@ -2298,6 +2325,449 @@ Net *build_net_onnx(onnx::ModelProto model, int mem, int log_level) } break; + case ONNX_LAYERS::GRU: + { + log_string("GRU layer detected", log_level, LOG_LEVEL::DEBUG); + vector activation_alpha; // Values for configuring some activations with extra parameters + vector activation_beta; // Values for configuring some activations with extra parameters + vector activations; // Activation functions in order for each gate + float clip = -1; // Value for clipping + string direction = ""; // Forward, backward or reverse (Forward by default) + int hidden_size = -1; // Number of neurons in the hidden layer + + for (int j = 0; j < node->attribute_size(); j++) + { // Set the attributes + onnx::AttributeProto attribute = node->attribute(j); + string attr_name = attribute.name(); + if (!attr_name.compare("activation_alpha")) + { // Not used yet in eddl but implemented + for (int h = 0; h < attribute.floats_size(); h++) + { + activation_alpha.push_back(attribute.floats(h)); + } + } + else if (!attr_name.compare("activation_beta")) + { // Not used yet in eddl but implemented + for (int h = 0; h < attribute.floats_size(); h++) + { + activation_beta.push_back(attribute.floats(h)); + } + } + else if (!attr_name.compare("activations")) + { // Not used yet in eddl but implemented. We default to Sigmoid, TanH + for (int h = 0; h < attribute.strings_size(); h++) + { + activations.push_back(attribute.strings(h)); + } + } + else if (!attr_name.compare("clip")) + { // Not used yet in eddl but implemented + clip = attribute.f(); + } + else if (!attr_name.compare("direction")) + { + direction = attribute.s(); + if (direction.compare("forward")) + { + msg("GRU layer " + name + " is not forward direction. EDDL only supports one-directional GRU", "ONNX::ImportNet"); + } + } + else if (!attr_name.compare("hidden_size")) + { + hidden_size = attribute.i(); + } + //else if (!attr_name.compare("linear_before_reset")) {} + } + + if (hidden_size < 0) + msg("GRU layer " + name + " doesn't have the number of neurons.", "ONNX::ImportNet"); + + string parent_name = node->input(0); // Get parent + Layer *parent = output_node_map[parent_name]; + vector parent_shape = parent->output->shape; + vector parents = {parent}; + + /* + * Check if the layer is Decoder by checking if there is not a recurrent layer after this one. To avoid + * conflicts with the stacked GRU layers that are encoders. + */ + bool is_decoder = node_is_decoder(node, input_node_map); + + if (is_decoder) + { + log_string("The layer " + name + " is decoder", log_level, LOG_LEVEL::DEBUG); + // We have to create the copy states layer for the decoder + Layer *parent_hstate = output_node_map[node->input(5)]; // 5: hidden state + Layer *cps = new LCopyStates({parent_hstate}, "", dev, mem); + parents.push_back(cps); // Add the layer to the parents for the GRU + } + + string weights_gates = node->input(1); // Get weights and dims + vector *weights_g = &(map_init_values[weights_gates]); + vector dims_g = map_init_dims[weights_gates]; + int input_size = dims_g[2]; + + // Load input weights with shape [hidden_size, input_size]. After load we transpose + // Note: EDDL input weights are of shape [input_size, hidden_size] + vector dims_input_gru = {dims_g[1] / 3, input_size}; + + vector *weights_z_g = new vector; + vector *weights_r_g = new vector; + vector *weights_n_g = new vector; + int w_size = input_size * hidden_size; + weights_z_g->assign(weights_g->begin() + w_size * 0, weights_g->begin() + w_size * 1); + weights_r_g->assign(weights_g->begin() + w_size * 1, weights_g->begin() + w_size * 2); + weights_n_g->assign(weights_g->begin() + w_size * 2, weights_g->begin() + w_size * 3); + + string recurrence_weights_gates = node->input(2); // Get weights and dims + vector *recurrence_weights_g = &(map_init_values[recurrence_weights_gates]); + vector recurrence_dims_g = map_init_dims[recurrence_weights_gates]; + + vector dims_recurrent_gru = {recurrence_dims_g[2], recurrence_dims_g[2]}; + + vector *recurrence_weights_z_g = new vector; + vector *recurrence_weights_r_g = new vector; + vector *recurrence_weights_n_g = new vector; + w_size = hidden_size * hidden_size; + recurrence_weights_z_g->assign(recurrence_weights_g->begin() + w_size * 0, recurrence_weights_g->begin() + w_size * 1); + recurrence_weights_r_g->assign(recurrence_weights_g->begin() + w_size * 1, recurrence_weights_g->begin() + w_size * 2); + recurrence_weights_n_g->assign(recurrence_weights_g->begin() + w_size * 2, recurrence_weights_g->begin() + w_size * 3); + + LGRU *gru = new LGRU(parents, hidden_size, 0, 0, name, dev, mem); + + if (is_decoder) + { + // Set attribute for unrolling + gru->isdecoder = true; + set_decoder(gru->parent[0]); + // We also have to remove the input layer that feeds the decoder from the input layers of the model + // First we search the corresponding input layer for the decoder + Layer *dec_linput = get_model_input_layer(gru); + if (dec_linput != nullptr) + inputs2remove.push_back(dec_linput->name); + else + msg("Input layer for decoder " + name + " not found", "ONNX::ImportNet"); + } + + /* + * The Weights are permuted before copying them to the GRU layer (mismatch between ONNX standad and EDDL implementation) + */ + Tensor *weights_z_tensor = new Tensor(dims_input_gru, NEW_FROM_VECTOR_PTR(weights_z_g), dev); + weights_z_tensor->permute_({1, 0}); + Tensor::copy(weights_z_tensor, gru->Wz_x); + delete weights_z_tensor; + delete weights_z_g; + + Tensor *weights_r_tensor = new Tensor(dims_input_gru, NEW_FROM_VECTOR_PTR(weights_r_g), dev); + weights_r_tensor->permute_({1, 0}); + Tensor::copy(weights_r_tensor, gru->Wr_x); + delete weights_r_tensor; + delete weights_r_g; + + Tensor *weights_n_tensor = new Tensor(dims_input_gru, NEW_FROM_VECTOR_PTR(weights_n_g), dev); + weights_n_tensor->permute_({1, 0}); + Tensor::copy(weights_n_tensor, gru->Wn_x); + delete weights_n_tensor; + delete weights_n_g; + + Tensor *recurrence_weights_z_tensor = new Tensor(dims_recurrent_gru, NEW_FROM_VECTOR_PTR(recurrence_weights_z_g), dev); + recurrence_weights_z_tensor->permute_({1, 0}); + Tensor::copy(recurrence_weights_z_tensor, gru->Uz_h); + delete recurrence_weights_z_tensor; + delete recurrence_weights_z_g; + + Tensor *recurrence_weights_r_tensor = new Tensor(dims_recurrent_gru, NEW_FROM_VECTOR_PTR(recurrence_weights_r_g), dev); + recurrence_weights_r_tensor->permute_({1, 0}); + Tensor::copy(recurrence_weights_r_tensor, gru->Ur_h); + delete recurrence_weights_r_tensor; + delete recurrence_weights_r_g; + + Tensor *recurrence_weights_n_tensor = new Tensor(dims_recurrent_gru, NEW_FROM_VECTOR_PTR(recurrence_weights_n_g), dev); + recurrence_weights_n_tensor->permute_({1, 0}); + Tensor::copy(recurrence_weights_n_tensor, gru->Un_h); + delete recurrence_weights_n_tensor; + delete recurrence_weights_n_g; + + /* + * Set bias values + */ + vector bias_dims = {hidden_size}; + // Vectors to store the imported weights + vector *bias_z = new vector; + vector *bias_r = new vector; + vector *bias_n = new vector; + vector *bias_recurrence_z = new vector; + vector *bias_recurrence_r = new vector; + vector *bias_recurrence_n = new vector; + + if (node->input_size() > 3) { // Check that we have bias + string biases_name = node->input(3); + vector *biases = &(map_init_values[biases_name]); + // Forward bias (zrh) + bias_z->assign(biases->begin() + hidden_size * 0, biases->begin() + hidden_size * 1); + bias_r->assign(biases->begin() + hidden_size * 1, biases->begin() + hidden_size * 2); + bias_n->assign(biases->begin() + hidden_size * 2, biases->begin() + hidden_size * 3); + // Recurrent bias (zrh) + bias_recurrence_z->assign(biases->begin() + hidden_size * 3, biases->begin() + hidden_size * 4); + bias_recurrence_r->assign(biases->begin() + hidden_size * 4, biases->begin() + hidden_size * 5); + bias_recurrence_n->assign(biases->begin() + hidden_size * 5, biases->begin() + hidden_size * 6); + } else { + // Set bias values to 0.0 + // Note: In EDDL we don't have use_bias option for GRU so to achieve the same + // result we set the bias values to 0.0 + vector zero_bias(hidden_size, 0.0); + bias_z->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_r->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_n->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_recurrence_z->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_recurrence_r->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + bias_recurrence_n->assign(zero_bias.begin(), zero_bias.begin() + hidden_size); + } + + Tensor *bias_z_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_z), dev); + Tensor::copy(bias_z_tensor, gru->bias_z_t); + delete bias_z_tensor; + delete bias_z; + + Tensor *bias_r_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_r), dev); + Tensor::copy(bias_r_tensor, gru->bias_r_t); + delete bias_r_tensor; + delete bias_r; + + Tensor *bias_n_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_n), dev); + Tensor::copy(bias_n_tensor, gru->bias_n_t); + delete bias_n_tensor; + delete bias_n; + + // Add the recurrent bias values for gates z and r + Tensor *bias_recurrence_z_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_recurrence_z), dev); + Tensor::add(bias_recurrence_z_tensor, gru->bias_z_t, gru->bias_z_t); + delete bias_recurrence_z_tensor; + delete bias_recurrence_z; + + Tensor *bias_recurrence_r_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_recurrence_r), dev); + Tensor::add(bias_recurrence_r_tensor, gru->bias_r_t, gru->bias_r_t); + delete bias_recurrence_r_tensor; + delete bias_recurrence_r; + + // The recurrent bias for h goes to its own tensor beacuse we need it for applying the linear transformation + // before the r gate. See "linear_before_reset" attribute in https://github.com/onnx/onnx/blob/master/docs/Operators.md#GRU + Tensor *bias_recurrence_n_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_recurrence_n), dev); + Tensor::copy(bias_recurrence_n_tensor, gru->bias_n_t_hidden); + delete bias_recurrence_n_tensor; + delete bias_recurrence_n; + + actual_layer = gru; + log_string("GRU layer created", log_level, LOG_LEVEL::DEBUG); + } + break; + + case ONNX_LAYERS::RNN: + { + log_string("RNN layer detected", log_level, LOG_LEVEL::DEBUG); + vector activation_alpha; // Values for configuring some activations with extra parameters + vector activation_beta; // Values for configuring some activations with extra parameters + vector activations; // Activation functions in order for each gate + float clip = -1; // Value for clipping + string direction = ""; // Forward, backward or reverse (Forward by default) + int hidden_size = -1; // Number of neurons in the hidden layer + bool use_bias = node->input_size() > 3; + + for (int j = 0; j < node->attribute_size(); j++) + { // Set the attributes + onnx::AttributeProto attribute = node->attribute(j); + string attr_name = attribute.name(); + if (!attr_name.compare("activation_alpha")) + { // Not used yet in eddl but implemented + for (int h = 0; h < attribute.floats_size(); h++) + { + activation_alpha.push_back(attribute.floats(h)); + } + } + else if (!attr_name.compare("activation_beta")) + { // Not used yet in eddl but implemented + for (int h = 0; h < attribute.floats_size(); h++) + { + activation_beta.push_back(attribute.floats(h)); + } + } + else if (!attr_name.compare("activations")) + { + for (int h = 0; h < attribute.strings_size(); h++) + { + activations.push_back(attribute.strings(h)); + } + } + else if (!attr_name.compare("clip")) + { // Not used yet in eddl but implemented + clip = attribute.f(); + } + else if (!attr_name.compare("direction")) + { + direction = attribute.s(); + if (direction.compare("forward")) + { + msg("RNN layer " + name + " is not forward direction. EDDL only supports one-directional RNN", "ONNX::ImportNet"); + } + } + else if (!attr_name.compare("hidden_size")) + { + hidden_size = attribute.i(); + } + //else if (!attr_name.compare("linear_before_reset")) {} + } + + // Take forward activation function + string activation; + if (activations.size() > 0) { + string forward_activation = activations[0]; + if (forward_activation == "Relu") + activation = "relu"; + else if (forward_activation == "Sigmoid") + activation = "sigmoid"; + else if (forward_activation == "HardSigmoid") { + float epsilon = 1e-5; + float alpha = 0.2; + float beta = 0.5; + if (activation_alpha.size() > 0) alpha = activation_alpha[0]; + if (activation_beta.size() > 0) beta = activation_beta[0]; + bool is_not_valid = abs(alpha - 0.2) > epsilon; + is_not_valid |= abs(beta - 0.5) > epsilon; + // Check that is equivalent to our hard sigmoid implementation + if (is_not_valid) { + msg("The HardSigmoid activation function with alpha != 0.2 or beta != 0.5 is not supported for RNN.", + "ONNX::ImportNet"); + } else { + activation = "hard_sigmoid"; + } + } else if (forward_activation == "Tanh") + activation = "tanh"; + else if (forward_activation == "Affine") { + float alpha = 1.0; + float beta = 0.0; + if (activation_alpha.size() > 0) alpha = activation_alpha[0]; + if (activation_beta.size() > 0) beta = activation_beta[0]; + // Check that is equivalent to linear activation function + if (alpha != 1.0 || beta != 0.0) { + msg("The Affine activation function with alpha != 1.0 or beta != 0.0 is not supported for RNN.", + "ONNX::ImportNet"); + } else { + activation = "none"; + } + } else + msg("Activation function \"" + forward_activation + "\" is not supported for RNN.", + "ONNX::ImportNet"); + } else { + msg("RNN layer " + name + " doesn't provide an activation function.", + "ONNX::ImportNet"); + } + + if (hidden_size < 0) + msg("RNN layer " + name + " doesn't have the number of neurons.", "ONNX::ImportNet"); + + string parent_name = node->input(0); // Get parent + Layer *parent = output_node_map[parent_name]; + vector parent_shape = parent->output->shape; + vector parents = {parent}; + + /* + * Check if the layer is Decoder by checking if there is not a recurrent layer after this one. To avoid + * conflicts with the stacked RNN layers that are encoders. + */ + bool is_decoder = node_is_decoder(node, input_node_map); + + if (is_decoder) + { + log_string("The layer " + name + " is decoder", log_level, LOG_LEVEL::DEBUG); + // We have to create the copy states layer for the decoder + Layer *parent_hstate = output_node_map[node->input(5)]; // 5: hidden state + Layer *cps = new LCopyStates({parent_hstate}, "", dev, mem); + parents.push_back(cps); // Add the layer to the parents for the RNN + } + + string weights_gates = node->input(1); // Get weights and dims + vector *weights_g = &(map_init_values[weights_gates]); + vector dims_g = map_init_dims[weights_gates]; + int input_size = dims_g[2]; + + // Load input weights with shape [hidden_size, input_size]. After load we transpose + // Note: EDDL input weights are of shape [input_size, hidden_size] + vector dims_input_gru = {dims_g[1], input_size}; + + vector *weights_x = new vector; + int w_size = input_size * hidden_size; + weights_x->assign(weights_g->begin() , weights_g->begin() + w_size); + + string recurrence_weights_gates = node->input(2); // Get weights and dims + vector *recurrence_weights_g = &(map_init_values[recurrence_weights_gates]); + vector recurrence_dims_g = map_init_dims[recurrence_weights_gates]; + + vector dims_recurrent_gru = {recurrence_dims_g[2], recurrence_dims_g[2]}; + + vector *weights_h = new vector; + w_size = hidden_size * hidden_size; + weights_h->assign(recurrence_weights_g->begin(), recurrence_weights_g->begin() + w_size); + + LRNN *rnn = new LRNN(parents, hidden_size, activation, use_bias, false, name, dev, mem); + + if (is_decoder) + { + // Set attribute for unrolling + rnn->isdecoder = true; + set_decoder(rnn->parent[0]); + // We also have to remove the input layer that feeds the decoder from the input layers of the model + // First we search the corresponding input layer for the decoder + Layer *dec_linput = get_model_input_layer(rnn); + if (dec_linput != nullptr) + inputs2remove.push_back(dec_linput->name); + else + msg("Input layer for decoder " + name + " not found", "ONNX::ImportNet"); + } + + /* + * The Weights are permuted before copying them to the RNN layer (mismatch between ONNX standad and EDDL implementation) + */ + Tensor *weights_x_tensor = new Tensor(dims_input_gru, NEW_FROM_VECTOR_PTR(weights_x), dev); + weights_x_tensor->permute_({1, 0}); + Tensor::copy(weights_x_tensor, rnn->Wx); + delete weights_x_tensor; + delete weights_x; + + Tensor *weights_h_tensor = new Tensor(dims_recurrent_gru, NEW_FROM_VECTOR_PTR(weights_h), dev); + weights_h_tensor->permute_({1, 0}); + Tensor::copy(weights_h_tensor, rnn->Wy); + delete weights_h_tensor; + delete weights_h; + + if (use_bias) { + string biases_name = node->input(3); + vector *biases = &(map_init_values[biases_name]); + vector bias_dims = {hidden_size}; + + vector *bias_x = new vector; + vector *bias_h = new vector; + + bias_x->assign(biases->begin() + hidden_size * 0, biases->begin() + hidden_size * 1); + bias_h->assign(biases->begin() + hidden_size * 1, biases->begin() + hidden_size * 2); + + Tensor *bias_x_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_x), dev); + Tensor::copy(bias_x_tensor, rnn->bias); + delete bias_x_tensor; + delete bias_x; + + // Add the recurrent bias values for gates z and r + Tensor *bias_h_tensor = new Tensor(bias_dims, NEW_FROM_VECTOR_PTR(bias_h), dev); + Tensor::add(bias_h_tensor, rnn->bias, rnn->bias); + delete bias_h_tensor; + delete bias_h; + } + + actual_layer = rnn; + log_string("RNN layer created", log_level, LOG_LEVEL::DEBUG); + } + break; + + case ONNX_LAYERS::IDENTITY: { log_string("Identity layer detected", log_level, LOG_LEVEL::DEBUG); From a59dbf8a89e002b3cff163e43227e92336a335a3 Mon Sep 17 00:00:00 2001 From: Michele Cancilla Date: Thu, 11 Feb 2021 11:42:22 +0100 Subject: [PATCH 39/75] Fix default value of BUILD_SHARED_LIBS on Windows --- CMakeLists.txt | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index b94564f01..94770de19 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -12,12 +12,13 @@ option(BUILD_OPENMP "Compile using OpenMP" ON) option(BUILD_HPC "Compile using aggressive flags" ON) option(BUILD_TESTS "Compile tests (HPC needs to be disabled)" OFF) # Disable HPC to pass tests (there are numerical errors) option(BUILD_EXAMPLES "Compile examples" ON) -option(BUILD_SHARED_LIBS "Global flag to cause add_library to create shared libraries if on" ON) option(BUILD_COVERAGE "Flag to compile for coverage information" OFF) option(BUILD_SANITIZERS "Flag to compile with sanitizers information" OFF) if(WIN32) - option(BUILD_SHARED_LIBS "" OFF) # Prefer lib over dll in windows + option(BUILD_SHARED_LIBS "Global flag to cause add_library to create shared libraries if on" OFF) +else() + option(BUILD_SHARED_LIBS "Global flag to cause add_library to create shared libraries if on" ON) endif() ########################################################################### From f444dae81d2b43e58621c5f453fe820889b77975 Mon Sep 17 00:00:00 2001 From: RParedesPalacios Date: Thu, 11 Feb 2021 14:35:03 +0100 Subject: [PATCH 40/75] delete metrics --- examples/CMakeLists.txt | 8 +- examples/test_internals/test1.cpp | 138 +++++++++++++++++++++++++++++ examples/test_internals/test2.cpp | 141 ++++++++++++++++++++++++++++++ src/net/net_build.cpp | 4 +- 4 files changed, 288 insertions(+), 3 deletions(-) create mode 100644 examples/test_internals/test1.cpp create mode 100644 examples/test_internals/test2.cpp diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt index 2737043fd..4c608c868 100644 --- a/examples/CMakeLists.txt +++ b/examples/CMakeLists.txt @@ -197,7 +197,7 @@ if(BUILD_PROTOBUF) add_executable(onnx_drive_seg "onnx/nn/3_drive/1_drive_seg.cpp") target_link_libraries(onnx_drive_seg eddl) - # EXAMPLES: ONNX NLP **************************************************** +# EXAMPLES: ONNX NLP **************************************************** add_executable(onnx_nlp_sentiment_rnn "onnx/nn/4_NLP/1_nlp_sentiment_rnn.cpp") target_link_libraries(onnx_nlp_sentiment_rnn eddl) @@ -208,4 +208,10 @@ if(BUILD_PROTOBUF) add_executable(onnx_nlp_machine_translation "onnx/nn/4_NLP/3_nlp_machine_translation.cpp") target_link_libraries(onnx_nlp_machine_translation eddl) +# TEST INTERNALS **************************************************** + add_executable(test1 "test_internals/test1.cpp") + target_link_libraries(test1 eddl) + add_executable(test2 "test_internals/test2.cpp") + target_link_libraries(test2 eddl) + endif() diff --git a/examples/test_internals/test1.cpp b/examples/test_internals/test1.cpp new file mode 100644 index 000000000..6636366c1 --- /dev/null +++ b/examples/test_internals/test1.cpp @@ -0,0 +1,138 @@ +/* +* EDDL Library - European Distributed Deep Learning Library. +* Version: 0.9 +* copyright (c) 2020, Universidad Politécnica de Valencia (UPV), PRHLT Research Centre +* Date: November 2020 +* Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) +* All rights reserved +*/ + +#include +#include +#include + +#include "eddl/apis/eddl.h" + + +using namespace eddl; + +// Checking deletes, memory leaks +// CNN models, CPU and GPU +// In a separate terminal try +// top/htop and nvidia-smi (GPU) +// to check memory + +layer BG(layer l) { + return GaussianNoise(BatchNormalization(l),0.3); + //return l; +} + +layer ResBlock(layer l, int filters,int nconv,int half) { + layer in=l; + + if (half) + l=ReLu(BG(Conv(l,filters,{3,3},{2,2}))); + else + l=ReLu(BG(Conv(l,filters,{3,3},{1,1}))); + + + for(int i=0;i +#include +#include + +#include "eddl/apis/eddl.h" + + +using namespace eddl; + +// Checking deletes, memory leaks +// RNN models, CPU and GPU +// In a separate terminal try +// top/htop and nvidia-smi (GPU) +// to check memory + +int main(int argc, char **argv){ + + // download CIFAR data + // download_cifar10(); + + // network + int times=10; + + int ilength=30; + int olength=30; + int invs=687; + int outvs=514; + int embedding=64; + + //CPU + for(int i=0;iclone()); } else losses = vloss(lo); @@ -200,7 +200,7 @@ void Net::make_graph(Optimizer *opt, vloss lo, vmetrics me, bool initialize) { if (isdecoder) { for(int i=0;imetrics.push_back(me[j]); + this->metrics.push_back(me[j]->clone()); } else { for(int j=0;jmetrics.push_back(me[j]); From d3aa6f611df8aaff1ac583d2f62e5961c2d8e7cc Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 15:04:36 +0100 Subject: [PATCH 41/75] Improve cmake robustness + Add zlib/openssl + Dist flags --- CMakeLists.txt | 1 + cmake/CMakeLists.txt | 86 +++++++++++++++++++------- cmake/EDDLConfig.cmake.in | 24 ++++++- cmake/openssl.CMakeLists.txt.in | 18 ++++++ environment-cudnn.yml | 23 ------- environment-gpu.yml | 22 ------- environment-cpu.yml => environment.yml | 16 ++--- src/CMakeLists.txt | 62 ++++++++++++++++--- 8 files changed, 169 insertions(+), 83 deletions(-) create mode 100644 cmake/openssl.CMakeLists.txt.in delete mode 100644 environment-cudnn.yml delete mode 100644 environment-gpu.yml rename environment-cpu.yml => environment.yml (61%) diff --git a/CMakeLists.txt b/CMakeLists.txt index b94564f01..aa274e756 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -9,6 +9,7 @@ cmake_minimum_required(VERSION 3.9.2) option(BUILD_SUPERBUILD "Compile using the superbuild system" OFF) option(BUILD_PROTOBUF "Compile using Protobuf" ON) option(BUILD_OPENMP "Compile using OpenMP" ON) +option(BUILD_DIST "Compile for a distributed execution" OFF) option(BUILD_HPC "Compile using aggressive flags" ON) option(BUILD_TESTS "Compile tests (HPC needs to be disabled)" OFF) # Disable HPC to pass tests (there are numerical errors) option(BUILD_EXAMPLES "Compile examples" ON) diff --git a/cmake/CMakeLists.txt b/cmake/CMakeLists.txt index fd9ec6011..70a91abe4 100644 --- a/cmake/CMakeLists.txt +++ b/cmake/CMakeLists.txt @@ -20,11 +20,12 @@ endif() # For development (ignore) option(USE_SYSTEM_GTEST "Use system dependency" OFF) option(USE_SYSTEM_EIGEN "Use system dependency" OFF) -option(USE_SYSTEM_ZLIB "Use system dependency" OFF) option(USE_SYSTEM_PROTOBUF "Use system dependency" OFF) -if(WIN32) - option(USE_SYSTEM_PTHREADS "Use system dependency" OFF) -endif() +option(USE_SYSTEM_ZLIB "Use system dependency" OFF) +option(USE_SYSTEM_OPENSSL "Use system dependency" OFF) +#if(WIN32) +# option(USE_SYSTEM_PTHREADS "Use system dependency" OFF) +#endif() # Set variables set(EDDL_DEPENDENCIES) @@ -73,14 +74,14 @@ if(CMAKE_GENERATOR MATCHES "Visual Studio") list(APPEND config_types ${CMAKE_BUILD_TYPE}) endif() -############## -### GTEST ## -############## +############# +## GTEST ## +############# message(STATUS "Subproject: GTEST...") if(USE_SYSTEM_GTEST) find_package(GTest REQUIRED) else() - # Download and unpack googletest at configure time + # Download and unpack googletest at configure time foreach(config ${config_types}) CONF_PACKAGE(googletest ${config} "") BUILD_PACKAGE(googletest ${config}) @@ -120,31 +121,74 @@ else() CONF_PACKAGE(protobuf ${config} @ONLY) BUILD_PACKAGE(protobuf ${config}) endforeach() - + set(Protobuf_ROOT "${EP_BASE_DIR}/protobuf" PARENT_SCOPE) set(Protobuf_INCLUDE_DIRS "${EP_BASE_DIR}/protobuf/include" PARENT_SCOPE) set(Protobuf_PROTOC_EXECUTABLE "${EP_BASE_DIR}/protobuf/bin/protoc" PARENT_SCOPE) endif() -add_custom_target(protobuf_files +add_custom_target(protobuf_files protoc --cpp_out=../src/serialization/onnx ../src/serialization/onnx/onnx.proto ) message(STATUS "Subproject: Protobuf...DONE") -################## -## PTHREADS4W ## -################## -if(WIN32) - if(USE_SYSTEM_PTHREADS) - set(PTHREADS_INSTALL_PATH "$ENV{PTHREADS_ROOT}" CACHE PATH "Path to the installation of Pthreads under Windows (PTHREADS_ROOT env variable)" PARENT_SCOPE) + +# Only for distributed versions +if(BUILD_DIST) + + ############ + ## ZLIB ## + ############ + message(STATUS "Subproject: ZLIB...") + if(USE_SYSTEM_ZLIB) + find_package(ZLIB REQUIRED) else() - # Download and unpack pthreads4w at configure time - CONF_PACKAGE(pthreads4w ${CMAKE_BUILD_TYPE} @ONLY) - BUILD_PACKAGE(pthreads4w ${CMAKE_BUILD_TYPE}) - - set(PTHREADS_INSTALL_PATH "${EP_BASE_DIR}/PTHREADS-BUILT" PARENT_SCOPE) + # Download and unpack ZLIB at configure time + foreach(config ${config_types}) + CONF_PACKAGE(zlib ${config} "") + BUILD_PACKAGE(zlib ${config}) + endforeach() + # Set variables + SET(ZLIB_ROOT "${EP_BASE_DIR}/zlib" PARENT_SCOPE) + SET(ZLIB_INCLUDE_DIRS "${EP_BASE_DIR}/zlib/include" PARENT_SCOPE) endif() + message(STATUS "Subproject: ZLIB...DONE") + + + ############### + ## OPENSSL ## + ############### + message(STATUS "Subproject: OpenSSL...") + if(USE_SYSTEM_OPENSSL) + find_package(OpenSSL REQUIRED) + else() + # Download and unpack ZLIB at configure time + foreach(config ${config_types}) + CONF_PACKAGE(openssl ${config} "") + BUILD_PACKAGE(openssl ${config}) + endforeach() + # Set variables + SET(OPENSSL_ROOT_DIR "${EP_BASE_DIR}/openssl" PARENT_SCOPE) + SET(OPENSSL_INCLUDE_DIR "${EP_BASE_DIR}/openssl/include" PARENT_SCOPE) + endif() + message(STATUS "Subproject: OpenSSL...DONE") + endif() +################## +## PTHREADS4W ## +################## +#if(WIN32) +# if(USE_SYSTEM_PTHREADS) +# set(PTHREADS_INSTALL_PATH "$ENV{PTHREADS_ROOT}" CACHE PATH "Path to the installation of Pthreads under Windows (PTHREADS_ROOT env variable)" PARENT_SCOPE) +# else() +# # Download and unpack pthreads4w at configure time +# CONF_PACKAGE(pthreads4w ${CMAKE_BUILD_TYPE} @ONLY) +# BUILD_PACKAGE(pthreads4w ${CMAKE_BUILD_TYPE}) +# +# set(PTHREADS_INSTALL_PATH "${EP_BASE_DIR}/PTHREADS-BUILT" PARENT_SCOPE) +# endif() +#endif() + ############### ##### EDDL ## ############### diff --git a/cmake/EDDLConfig.cmake.in b/cmake/EDDLConfig.cmake.in index b978e62db..93ba3e6ef 100644 --- a/cmake/EDDLConfig.cmake.in +++ b/cmake/EDDLConfig.cmake.in @@ -3,14 +3,18 @@ include(CMakeFindDependencyMacro) # VARIABLES SET(USE_SUPERBUILD @BUILD_SUPERBUILD@) # Set in parent +SET(USE_DIST @BUILD_DIST@) # Set in parent + SET(USE_PROTOBUF @BUILD_PROTOBUF@) # Set in parent SET(USE_OPENMP @USE_OPENMP@) # Modified in a subdirectory SET(USE_CUDA @USE_CUDA@) # Modified in a subdirectory SET(USE_CUDNN @USE_CUDNN@) # Modified in a subdirectory SET(USE_FPGA @USE_FPGA@) # Modified in a subdirectory + SET(USE_SYSTEM_EIGEN @USE_SYSTEM_EIGEN@) # Modified in a subdirectory -#SET(USE_SYSTEM_ZLIB @USE_SYSTEM_ZLIB@) # Modified in a subdirectory SET(USE_SYSTEM_PROTOBUF @USE_SYSTEM_PROTOBUF@) # Modified in a subdirectory +SET(USE_SYSTEM_ZLIB ON) # Modified in a subdirectory (the superbuild installation does not include the cmakes to find the library) +SET(USE_SYSTEM_OPENSSL ON) # Modified in a subdirectory (the superbuild installation does not include the cmakes to find the library) SET(EP_BASE_DIR @EP_BASE_DIR@) # Modified in a subdirectory # Threads (linux) @@ -56,6 +60,24 @@ if(USE_PROTOBUF) endif() endif() +if(USE_DIST) + # Zlib + if(USE_SUPERBUILD AND NOT USE_SYSTEM_ZLIB) + SET(ZLIB_ROOT @ZLIB_ROOT@) # Modified in a subdirectory + find_dependency(ZLIB CONFIG REQUIRED HINTS ${ZLIB_ROOT}) + else() + find_dependency(ZLIB REQUIRED) + endif() + + # OpenSSL + if(USE_SUPERBUILD AND NOT USE_SYSTEM_OPENSSL) + SET(OPENSSL_ROOT_DIR @OPENSSL_ROOT_DIR@) # Modified in a subdirectory + find_dependency(OpenSSL CONFIG REQUIRED HINTS ${OPENSSL_ROOT_DIR}) + else() + find_dependency(OpenSSL REQUIRED) + endif() +endif() + include("${CMAKE_CURRENT_LIST_DIR}/EDDLTargets.cmake") # Set default paths diff --git a/cmake/openssl.CMakeLists.txt.in b/cmake/openssl.CMakeLists.txt.in new file mode 100644 index 000000000..ab9d46529 --- /dev/null +++ b/cmake/openssl.CMakeLists.txt.in @@ -0,0 +1,18 @@ +cmake_minimum_required(VERSION 3.9.2) + +project(openssl-download NONE) + +# Set base dir +SET(EP_BASE_DIR @EP_BASE_DIR@) +SET(CMAKE_BUILD_TYPE @CMAKE_BUILD_TYPE@) + +include(ExternalProject) +ExternalProject_Add(openssl + PREFIX openssl + GIT_REPOSITORY "https://github.com/openssl/openssl.git" + GIT_TAG "OpenSSL_1_1_1i" + SOURCE_DIR "${EP_BASE_DIR}/openssl-src" + BINARY_DIR "${EP_BASE_DIR}/openssl-build" + INSTALL_DIR "${EP_BASE_DIR}/openssl" + CONFIGURE_COMMAND sh ${EP_BASE_DIR}/openssl-src/config --prefix=${EP_BASE_DIR}/openssl + ) diff --git a/environment-cudnn.yml b/environment-cudnn.yml deleted file mode 100644 index 8ed2f7acc..000000000 --- a/environment-cudnn.yml +++ /dev/null @@ -1,23 +0,0 @@ -name: eddl -channels: - - conda-forge - - defaults - - anaconda -dependencies: - - cmake>=3.9.2 - - eigen==3.3.7 - - protobuf==3.11.4 - - libprotobuf==3.11.4 # We need to avoid problems with paths (idk why) - - cudnn==8.0.5.39 - - cudatoolkit-dev==10.1.243 - - gtest - - graphviz # Build & Run - - wget - - doxygen # Docs - - python - - pip - - pip: - - sphinx==3.2.1 - - sphinx_rtd_theme==0.5.0 - - sphinx-tabs==1.3.0 - - breathe==4.22.1 \ No newline at end of file diff --git a/environment-gpu.yml b/environment-gpu.yml deleted file mode 100644 index ff72fe95a..000000000 --- a/environment-gpu.yml +++ /dev/null @@ -1,22 +0,0 @@ -name: eddl -channels: - - conda-forge - - defaults - - anaconda -dependencies: - - cmake>=3.9.2 - - eigen==3.3.7 - - protobuf==3.11.4 - - libprotobuf==3.11.4 # We need to avoid problems with paths (idk why) - - cudatoolkit-dev==10.1.243 - - gtest - - graphviz # Build & Run - - wget - - doxygen # Docs - - python - - pip - - pip: - - sphinx==3.2.1 - - sphinx_rtd_theme==0.5.0 - - sphinx-tabs==1.3.0 - - breathe==4.22.1 \ No newline at end of file diff --git a/environment-cpu.yml b/environment.yml similarity index 61% rename from environment-cpu.yml rename to environment.yml index dca5b6ab7..12b9cedea 100644 --- a/environment-cpu.yml +++ b/environment.yml @@ -4,16 +4,18 @@ channels: - defaults - anaconda dependencies: - - cmake>=3.9.2 + - cmake>=3.17.2 - eigen==3.3.7 - protobuf==3.11.4 - libprotobuf==3.11.4 # We need to avoid problems with paths (idk why) - - gtest - - graphviz # Build & Run - - wget - - doxygen # Docs - - python - - pip + - zlib==1.2.11 + - openssl==1.1.1i + - gtest==1.10.0 + - graphviz==2.42.3 # Build & Run + - wget==1.20.1 + - doxygen==1.9.1 # Docs + - python==3.8.6 + - pip==21.0.1 - pip: - sphinx==3.2.1 - sphinx_rtd_theme==0.5.0 diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 6825bce9c..6a5f9fe76 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -111,17 +111,16 @@ find_package(Eigen3 3.3 REQUIRED NO_MODULE) # EIGEN_DIR => ok target_include_directories(${PROJECT_NAME} PRIVATE ${EIGEN3_INCLUDE_DIRS}) target_link_libraries(${PROJECT_NAME} PUBLIC Eigen3::Eigen) # Header only library - # ONNX files if(BUILD_PROTOBUF) add_definitions(-DcPROTO) # Link library if(NOT Protobuf_ROOT) - find_package(Protobuf REQUIRED) # Problems with: Protobuf_ROOT + find_package(Protobuf) # Problems with: Protobuf_ROOT # Check if Protobuf was really found if(NOT Protobuf_FOUND) - message(FATAL_ERROR "Protobuf was found by CMake but its libraries or includes are missing. + message(FATAL_ERROR "Protobuf was found by CMake. Use '-D BUILD_SUPERBUILD=ON', or try with a different Protobuf installation to fix this problem. Alternatively, you can disable it with '-D BUILD_PROTOBUF=OFF") endif() @@ -191,6 +190,8 @@ SET(USE_OPENMP ${USE_OPENMP} PARENT_SCOPE) # Parent's scope # CUDA if(USE_CUDA) + cmake_minimum_required(VERSION 3.17.2) # Due to CUDAToolkit + # Check if cuda is available include(CheckLanguage) check_language(CUDA) @@ -293,6 +294,40 @@ endif() SET(USE_FPGA ${USE_FPGA} PARENT_SCOPE) # Parent's scope +if(BUILD_DIST) + # ZLIB + if(DEFINED ZLIB_ROOT AND DEFINED ZLIB_INCLUDE_DIRS) + find_library(ZLIB_LIBRARIES z HINTS ${ZLIB_ROOT} PATHS ${ZLIB_ROOT} PATH_SUFFIXES "lib" "lib64") + else() + find_package(ZLIB) + + # Check if ZLIB was really found + if(NOT ZLIB_FOUND) + message(FATAL_ERROR "ZLIB was not found by CMake. + Use '-D BUILD_SUPERBUILD=ON', or try with a different ZLIB installation to fix this problem.") + endif() + endif() + target_include_directories(${PROJECT_NAME} PUBLIC $) + target_link_libraries(${PROJECT_NAME} PUBLIC ${ZLIB_LIBRARIES}) + + # OPENSSL + if(DEFINED OPENSSL_ROOT_DIR AND DEFINED OPENSSL_INCLUDE_DIR) + find_library(OPENSSL_SSL_LIBRARY ssl HINTS ${OPENSSL_ROOT_DIR} PATHS ${OPENSSL_ROOT_DIR} PATH_SUFFIXES "lib" "lib64") + find_library(OPENSSL_CRYPTO_LIBRARY crypto HINTS ${OPENSSL_ROOT_DIR} PATHS ${OPENSSL_ROOT_DIR} PATH_SUFFIXES "lib" "lib64") + SET(OPENSSL_LIBRARIES ${OPENSSL_SSL_LIBRARY} ${OPENSSL_CRYPTO_LIBRARY}) + else() + find_package(OpenSSL) + + # Check if ZLIB was really found + if(NOT OPENSSL_FOUND) + message(FATAL_ERROR "OpenSSL was not found by CMake. + Use '-D BUILD_SUPERBUILD=ON', or try with a different OpenSSL installation to fix this problem.") + endif() + endif() + target_include_directories(${PROJECT_NAME} PUBLIC $) + target_link_libraries(${PROJECT_NAME} PUBLIC ${OPENSSL_LIBRARIES}) +endif() + ########################################################################### ################################## WINDOWS ################################ ########################################################################### @@ -326,6 +361,7 @@ if(MSVC) endif() endif() + ########################################################################## ############################ INSTALLATION ################################ ########################################################################## @@ -361,6 +397,7 @@ message(STATUS "Build shared libs: " ${BUILD_SHARED_LIBS} ) message(STATUS "Build coverage: " ${BUILD_COVERAGE} ) message(STATUS "Build sanitizers: " ${BUILD_SANITIZERS} ) message(STATUS "Build HPC: " ${BUILD_HPC} ) +message(STATUS "Build distributed: " ${BUILD_DIST} ) message(STATUS "Use superbuild: " ${BUILD_SUPERBUILD} ) message(STATUS "-------------------------------------------" ) message(STATUS "C++ compiler: ${CMAKE_CXX_COMPILER_ID} (${CMAKE_CXX_COMPILER}) | Version: ${CMAKE_CXX_COMPILER_VERSION}") @@ -411,11 +448,18 @@ if(BUILD_PROTOBUF) # message(STATUS "Protobuf libraries (release): " ${Protobuf_LIBRARY_RELEASE} ) message(STATUS "Protobuf compiler: " ${Protobuf_PROTOC_EXECUTABLE} ) endif() -#if(WIN32) -#message(STATUS "-------------------------------------------" ) -#message(STATUS "Pthreads dir: " ${PTHREADS_INSTALL_PATH} ) -#message(STATUS "Pthreads include: " ${PTHREADS_INSTALL_PATH}/include ) -#message(STATUS "Pthreads libraries: " ${PTHREADS_INSTALL_PATH}/lib ) -#endif() +if(BUILD_DIST) + message(STATUS "-------------------------------------------" ) + message(STATUS "ZLIB root: " ${ZLIB_ROOT} ) + message(STATUS "ZLIB include: " ${ZLIB_INCLUDE_DIRS} ) + message(STATUS "ZLIB libraries: " ${ZLIB_LIBRARIES} ) + message(STATUS "-------------------------------------------" ) + message(STATUS "OpenSSL root: " ${OPENSSL_ROOT_DIR} ) + message(STATUS "OpenSSL include: " ${OPENSSL_INCLUDE_DIR} ) + message(STATUS "OpenSSL SSL library: " ${OPENSSL_SSL_LIBRARY} ) + message(STATUS "OpenSSL crypto library: " ${OPENSSL_CRYPTO_LIBRARY} ) + message(STATUS "OpenSSL version: " ${OPENSSL_VERSION} ) +endif() +message(STATUS "-------------------------------------------" ) message(STATUS "===========================================" ) message(STATUS "===========================================" ) From c2855623cc9565f0df34c40ad2547f21a7bddc8c Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 15:05:11 +0100 Subject: [PATCH 42/75] Allow cudnn when testing --- tests/CMakeLists.txt | 75 ++++++++++++++++++++++++++++--- tests/layers/conv/test_conv2d.cpp | 1 - 2 files changed, 69 insertions(+), 7 deletions(-) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index 6136aa9c7..d7f2bbeff 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -23,7 +23,7 @@ endif() # Build test and target libraries add_executable(unit_tests ${CPP_TESTS_FILES}) -target_include_directories(unit_tests PUBLIC $) # TODO: Why build interface? +target_include_directories(unit_tests PUBLIC $) if(MSVC) @@ -34,13 +34,76 @@ else() endif() -# CUDA (set in parent scope) +# CUDA if(USE_CUDA) - add_definitions(-DcGPU) -endif() -if(USE_CUDNN) - add_definitions(-DcCUDNN) + # Check if cuda is available + include(CheckLanguage) + check_language(CUDA) + + if (CMAKE_CUDA_COMPILER) + enable_language(CUDA) + find_package(CUDAToolkit) + + # NVCC needs GCC versions to be less or equal than 8 (GCC < 9.0;) + if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") + if(CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 9) + message(FATAL_ERROR "[WARNING] The nvcc compiler in CUDA 10 (or later) does not support gcc versions later than 8 (DETECTED: ${CMAKE_CXX_COMPILER_VERSION}). + Hint: Use g++-8 (or older); Set other compiler version by using '-D CMAKE_CXX_COMPILER='$(which g++-8)' or creating a symbolic link.") + endif() + endif() + + if(USE_CUDNN) + add_definitions(-DcCUDNN) + endif() + add_definitions(-DcGPU) + + # Set standard CUDA variables + if(NOT DEFINED CMAKE_CUDA_STANDARD) + set(CMAKE_CUDA_STANDARD 11) + set(CMAKE_CUDA_STANDARD_REQUIRED ON) + endif() + + # Target properties + set_target_properties(unit_tests PROPERTIES + CUDA_SEPARABLE_COMPILATION ON + CUDA_RESOLVE_DEVICE_SYMBOLS ON + ) + + # Add source files + target_sources(unit_tests PRIVATE ${CUDA_HEADERS} ${CUDA_SOURCES}) + + # Add includes + target_include_directories(unit_tests PRIVATE ${CUDAToolkit_INCLUDE_DIRS}) + + # # Find libraries (need absolute paths) + # find_library(CUBLAS_LIBRARY cublas HINTS ${CUDA_TOOLKIT_ROOT_DIR}) + # find_library(CUDART_LIBRARY cudart HINTS ${CUDA_TOOLKIT_ROOT_DIR}) + # find_library(CURAND_LIBRARY curand HINTS ${CUDA_TOOLKIT_ROOT_DIR}) + # target_link_libraries(unit_tests PRIVATE ${CUBLAS_LIBRARY} ${CUDART_LIBRARY} ${CURAND_LIBRARY}) + target_link_libraries(unit_tests PRIVATE CUDA::cublas CUDA::cudart CUDA::curand) + if(USE_CUDNN) + find_library(CUDNN_LIBRARY cudnn HINTS ${CUDAToolkit_LIBRARY_DIR}) + target_link_libraries(unit_tests PRIVATE ${CUDNN_LIBRARY}) + endif() + + if(APPLE) + # We need to add the path to the driver (libcuda.dylib) as an rpath, + # so that the static cuda runtime can find it at runtime. + set_property(TARGET unit_tests PROPERTY BUILD_RPATH ${CMAKE_CUDA_IMPLICIT_LINK_DIRECTORIES}) + endif() + + if(NOT DEFINED CMAKE_CUDA_STANDARD) + # Make EDDL works for cuda 7.5 + set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --expt-relaxed-constexpr -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES -D__STRICT_ANSI__") + endif() + else() + message(WARNING "[WARNING] CUDA compiler not found but requested during compilation. (Falling back to: '-D USE_CUDA=OFF') + Hint: Set the NVCC path using '-D CMAKE_CUDA_COMPILER=path' or creating a symbolic link.") + SET(BUILD_TARGET "CPU") # Local's scope + endif() endif() + + if (USE_FPGA) add_definitions(-DcFPGA) endif() diff --git a/tests/layers/conv/test_conv2d.cpp b/tests/layers/conv/test_conv2d.cpp index 2af239c34..0a79ffdca 100644 --- a/tests/layers/conv/test_conv2d.cpp +++ b/tests/layers/conv/test_conv2d.cpp @@ -171,7 +171,6 @@ TEST(Conv2DTestSuite, conv2d_k2x2_s2x2_pad_valid) } - TEST(Conv2DTestSuite, conv2d_k2x2_s2x2_pad_same) { // Image From b6c804724bd20d2ba5bf52b577fb0e4e335ff59b Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 15:05:33 +0100 Subject: [PATCH 43/75] Update workflows --- .github/workflows/build-cpu-windows.yml | 2 +- .github/workflows/build-cpu.yml | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/.github/workflows/build-cpu-windows.yml b/.github/workflows/build-cpu-windows.yml index 559a8e04e..c64068150 100644 --- a/.github/workflows/build-cpu-windows.yml +++ b/.github/workflows/build-cpu-windows.yml @@ -21,7 +21,7 @@ jobs: run: | mkdir build cd build - cmake -G "Visual Studio 16 2019" -A x64 -DBUILD_SUPERBUILD=ON -DBUILD_SHARED_LIBS=OFF -DBUILD_TARGET=CPU -DBUILD_HPC=OFF -DBUILD_TESTS=ON .. + cmake -G "Visual Studio 16 2019" -A x64 -DBUILD_SUPERBUILD=ON -DBUILD_SHARED_LIBS=OFF -DBUILD_TARGET=CPU -DBUILD_HPC=OFF -DBUILD_TESTS=ON -DBUILD_DIST=OFF .. shell: cmd - name: Build run: cmake --build build --config Release diff --git a/.github/workflows/build-cpu.yml b/.github/workflows/build-cpu.yml index da628efe3..61c29a1f5 100644 --- a/.github/workflows/build-cpu.yml +++ b/.github/workflows/build-cpu.yml @@ -16,12 +16,13 @@ jobs: steps: - uses: actions/checkout@v2 - name: Install utilities - run: sudo apt-get install -y cmake wget graphviz + run: | + sudo apt-get install -y cmake wget graphviz - name: Build run: | mkdir build cd build - cmake .. -DBUILD_SUPERBUILD=ON -DBUILD_HPC=OFF -DBUILD_TESTS=ON + cmake .. -DBUILD_SUPERBUILD=ON -DBUILD_HPC=OFF -DBUILD_TESTS=ON -DBUILD_DIST=OFF make - name: Test run: | From 887dbe1d88f2dda016457dee815f33e11fff3474 Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 15:05:50 +0100 Subject: [PATCH 44/75] Update reference requirements --- docs/markdown/bundle/requirements.txt | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/docs/markdown/bundle/requirements.txt b/docs/markdown/bundle/requirements.txt index 27db7e64e..54466e0fb 100644 --- a/docs/markdown/bundle/requirements.txt +++ b/docs/markdown/bundle/requirements.txt @@ -13,10 +13,7 @@ ca-certificates 2020.12.5 ha878542_0 conda-forge cairo 1.16.0 h7979940_1007 conda-forge certifi 2020.12.5 py38h578d9bd_1 conda-forge chardet 4.0.0 pypi_0 pypi -cmake 3.19.4 h4547794_0 conda-forge -cudatoolkit 11.0.3 h15472ef_7 conda-forge -cudatoolkit-dev 10.1.243 h516909a_3 conda-forge -cudnn 8.0.5.39 ha5ca753_1 conda-forge +cmake 3.19.4 h3020d66_1 conda-forge docutils 0.16 pypi_0 pypi doxygen 1.9.1 hb166930_0 conda-forge eigen 3.3.7 hc9558a2_1001 conda-forge @@ -51,7 +48,7 @@ libedit 3.1.20191231 he28a2e2_2 conda-forge libev 4.33 h516909a_1 conda-forge libffi 3.3 h58526e2_2 conda-forge libgcc-ng 9.3.0 h2828fa1_18 conda-forge -libglib 2.66.4 h748fe8e_2 conda-forge +libglib 2.66.6 h1f3bc88_3 conda-forge libgomp 9.3.0 h2828fa1_18 conda-forge libiconv 1.16 h516909a_0 conda-forge libidn2 2.3.0 h516909a_0 conda-forge From b0c3068f8a1ac279f28cbe9ed07a633d6c544693 Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 15:06:01 +0100 Subject: [PATCH 45/75] Update docs --- docs/sphinx/source/intro/build-options.rst | 24 +++++++++++----------- docs/sphinx/source/intro/installation.rst | 6 +++--- 2 files changed, 15 insertions(+), 15 deletions(-) diff --git a/docs/sphinx/source/intro/build-options.rst b/docs/sphinx/source/intro/build-options.rst index 4039223cc..d872d6e0e 100644 --- a/docs/sphinx/source/intro/build-options.rst +++ b/docs/sphinx/source/intro/build-options.rst @@ -25,31 +25,31 @@ environment by running the following commands **from the source directory**: .. code:: bash - conda env create -f environment-cpu.yml # -cpu, -gpu, -cudnn + conda env create -f environment.yml conda activate eddl You can also update your environment with: .. code:: bash - conda env update -f environment-cpu.yml # -cpu, -gpu, -cudnn + conda env update -f environment.yml If you decide to manually install these dependencies in your system (make sure they are at standard paths): .. code:: yaml - - cmake>=3.9.2 + - cmake>=3.17.2 - eigen==3.3.7 - protobuf==3.11.4 - - libprotobuf==3.11.4 - - cudnn==8.0.5.39 - - cudatoolkit-dev==10.1.243 - - gtest - - graphviz - - wget - - doxygen - - python - - pip + - libprotobuf==3.11.4 # We need to avoid problems with paths (idk why) + - zlib==1.2.11 + - openssl==1.1.1i + - gtest==1.10.0 + - graphviz==2.42.3 # Build & Run + - wget==1.20.1 + - doxygen==1.9.1 # Docs + - python==3.8.6 + - pip==21.0.1 - pip: - sphinx==3.2.1 - sphinx_rtd_theme==0.5.0 diff --git a/docs/sphinx/source/intro/installation.rst b/docs/sphinx/source/intro/installation.rst index 6099b2449..e1a2721fd 100644 --- a/docs/sphinx/source/intro/installation.rst +++ b/docs/sphinx/source/intro/installation.rst @@ -79,7 +79,7 @@ You can also install ``EDDL`` from source with cmake. * C++ compiler - * Anaconda or CMake *(if using* ``-D BUILD_SUPERBUILD=ON`` *)* + * Anaconda * [Optional] CUDA Toolkit 10 or later (to compile for GPU) @@ -99,7 +99,7 @@ You can also install ``EDDL`` from source with cmake. cd eddl/ # Install dependencies - conda env create -f environment-cpu.yml # -cpu, -gpu, -cudnn + conda env create -f environment.yml conda activate eddl # Build and install @@ -124,7 +124,7 @@ You can also install ``EDDL`` from source with cmake. cd eddl/ # Install dependencies - conda env create -f environment-cpu.yml # -cpu, -gpu, -cudnn + conda env create -f environment.yml conda activate eddl # Build and install From 6ba2ad8f52112b87aee12444f5c50b14529062f3 Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 15:51:25 +0100 Subject: [PATCH 46/75] Force dependencies --- .github/workflows/build-cpu.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/build-cpu.yml b/.github/workflows/build-cpu.yml index 61c29a1f5..06593b3ce 100644 --- a/.github/workflows/build-cpu.yml +++ b/.github/workflows/build-cpu.yml @@ -18,6 +18,7 @@ jobs: - name: Install utilities run: | sudo apt-get install -y cmake wget graphviz + sudo apt-get install -y build-essential checkinstall zlib1g-dev libssl-dev # Temp - name: Build run: | mkdir build From d48e99a9fc154a63957524634a4efdc9838ba3cf Mon Sep 17 00:00:00 2001 From: RParedesPalacios Date: Thu, 11 Feb 2021 16:11:45 +0100 Subject: [PATCH 47/75] test --- examples/test_internals/test1.cpp | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/examples/test_internals/test1.cpp b/examples/test_internals/test1.cpp index 6636366c1..0fed88076 100644 --- a/examples/test_internals/test1.cpp +++ b/examples/test_internals/test1.cpp @@ -52,7 +52,7 @@ int main(int argc, char **argv){ // network - int times=500; + int times=10; //CPU for(int i=0;i Date: Thu, 11 Feb 2021 16:31:26 +0100 Subject: [PATCH 48/75] Ignore distributed files if they're not needed --- CMakeLists.txt | 2 +- src/CMakeLists.txt | 37 ++++++++++++++++++++++++------------- tests/CMakeLists.txt | 5 +++++ 3 files changed, 30 insertions(+), 14 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index e19ee9099..50eac518e 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -9,7 +9,7 @@ cmake_minimum_required(VERSION 3.9.2) option(BUILD_SUPERBUILD "Compile using the superbuild system" OFF) option(BUILD_PROTOBUF "Compile using Protobuf" ON) option(BUILD_OPENMP "Compile using OpenMP" ON) -option(BUILD_DIST "Compile for a distributed execution" OFF) +option(BUILD_DIST "Compile for a distributed execution" ON) option(BUILD_HPC "Compile using aggressive flags" ON) option(BUILD_TESTS "Compile tests (HPC needs to be disabled)" OFF) # Disable HPC to pass tests (there are numerical errors) option(BUILD_EXAMPLES "Compile examples" ON) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 6a5f9fe76..423c97bfb 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -35,9 +35,16 @@ set(CMAKE_BUILD_TYPE "Release" CACHE STRING "Choose the type of build, options a ########################################################################### -############################### SANITY CHECKS ############################## +############################### SANITY CHECKS ############################# ########################################################################### +# Prefer static libraries +# There are problems since not all static libraries have been compile with -fPIC +#IF(WIN32) +# SET(CMAKE_FIND_LIBRARY_SUFFIXES .lib .a ${CMAKE_FIND_LIBRARY_SUFFIXES}) +#ELSE(WIN32) +# SET(CMAKE_FIND_LIBRARY_SUFFIXES .a ${CMAKE_FIND_LIBRARY_SUFFIXES}) +#ENDIF(WIN32) ########################################################################### ############################### GET FILES ################################# @@ -52,6 +59,11 @@ file(GLOB_RECURSE CPP_SOURCES "${PROJECT_SOURCE_DIR}/src/*" *.{cc, cpp}) list(FILTER CPP_HEADERS EXCLUDE REGEX ".*/src/serialization/onnx/onnx.pb*") list(FILTER CPP_SOURCES EXCLUDE REGEX ".*/src/serialization/onnx/onnx.pb*") +# Remove problematic files if they are not needed +if(NOT BUILD_DIST) + list(FILTER CPP_HEADERS EXCLUDE REGEX ".*/distributed/*") + list(FILTER CPP_SOURCES EXCLUDE REGEX ".*/distributed/*") +endif() SET(ALL_FILES ${PUBLIC_HEADERS} ${CPP_HEADERS} ${CPP_SOURCES}) @@ -75,6 +87,7 @@ FOREACH(item ${SPECIAL_FILES}) ENDFOREACH(item) + ########################################################################### ############################# SET LIBRARY ################################# ########################################################################### @@ -114,8 +127,14 @@ target_link_libraries(${PROJECT_NAME} PUBLIC Eigen3::Eigen) # Header only libra # ONNX files if(BUILD_PROTOBUF) add_definitions(-DcPROTO) + # Link library - if(NOT Protobuf_ROOT) + if(Protobuf_ROOT) + # Find libraries (need absolute paths) + find_library(Protobuf_LIBRARY NAMES protobuf HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") + find_library(Protobuf_LIBRARY_DEBUG NAMES protobufd HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") + find_library(Protobuf_LIBRARY_RELEASE NAMES protobuf HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") + else() find_package(Protobuf) # Problems with: Protobuf_ROOT # Check if Protobuf was really found @@ -132,11 +151,6 @@ if(BUILD_PROTOBUF) # Add includes target_include_directories(${PROJECT_NAME} PUBLIC $) - # Find libraries (need absolute paths) - find_library(Protobuf_LIBRARY NAMES protobuf HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") - find_library(Protobuf_LIBRARY_DEBUG NAMES protobufd HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") - find_library(Protobuf_LIBRARY_RELEASE NAMES protobuf HINTS ${Protobuf_ROOT} PATHS ${Protobuf_ROOT} PATH_SUFFIXES "lib" "lib64") - # Add libraries target_link_libraries(${PROJECT_NAME} PUBLIC ${Protobuf_LIBRARY}) @@ -231,11 +245,7 @@ if(USE_CUDA) # Add includes target_include_directories(${PROJECT_NAME} PRIVATE ${CUDAToolkit_INCLUDE_DIRS}) -# # Find libraries (need absolute paths) -# find_library(CUBLAS_LIBRARY cublas HINTS ${CUDA_TOOLKIT_ROOT_DIR}) -# find_library(CUDART_LIBRARY cudart HINTS ${CUDA_TOOLKIT_ROOT_DIR}) -# find_library(CURAND_LIBRARY curand HINTS ${CUDA_TOOLKIT_ROOT_DIR}) -# target_link_libraries(${PROJECT_NAME} PRIVATE ${CUBLAS_LIBRARY} ${CUDART_LIBRARY} ${CURAND_LIBRARY}) + # Add libraries target_link_libraries(${PROJECT_NAME} PRIVATE CUDA::cublas CUDA::cudart CUDA::curand) if(USE_CUDNN) find_library(CUDNN_LIBRARY cudnn HINTS ${CUDAToolkit_LIBRARY_DIR}) @@ -398,7 +408,8 @@ message(STATUS "Build coverage: " ${BUILD_COVERAGE} ) message(STATUS "Build sanitizers: " ${BUILD_SANITIZERS} ) message(STATUS "Build HPC: " ${BUILD_HPC} ) message(STATUS "Build distributed: " ${BUILD_DIST} ) -message(STATUS "Use superbuild: " ${BUILD_SUPERBUILD} ) +message(STATUS "-------------------------------------------" ) +message(STATUS "Find library suffixes: " ${CMAKE_FIND_LIBRARY_SUFFIXES} ) message(STATUS "-------------------------------------------" ) message(STATUS "C++ compiler: ${CMAKE_CXX_COMPILER_ID} (${CMAKE_CXX_COMPILER}) | Version: ${CMAKE_CXX_COMPILER_VERSION}") message(STATUS "C++ flags: " ${CMAKE_CXX_FLAGS}) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index d7f2bbeff..4efba6a10 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -17,10 +17,15 @@ endif() # Find tests (recursively, from here) file(GLOB_RECURSE CPP_TESTS_FILES "${PROJECT_SOURCE_DIR}/*" *.{h, cpp}) +# Filter problemas files if they are not needed if(NOT BUILD_PROTOBUF) list(FILTER CPP_TESTS_FILES EXCLUDE REGEX ".*/onnx/*") endif() +if(NOT BUILD_DIST) + list(FILTER CPP_TESTS_FILES EXCLUDE REGEX ".*/distributed/*") +endif() + # Build test and target libraries add_executable(unit_tests ${CPP_TESTS_FILES}) target_include_directories(unit_tests PUBLIC $) From 116c9557100f64a0001e801d8143f70786731ee0 Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Thu, 11 Feb 2021 16:46:25 +0100 Subject: [PATCH 49/75] remove thrust from cross entropy --- .gitignore | 1 + src/hardware/gpu/nn/gpu_losses.cu | 16 ++++++++++------ src/hardware/gpu/nn/gpu_losses_kernels.cu | 6 ++++-- 3 files changed, 15 insertions(+), 8 deletions(-) diff --git a/.gitignore b/.gitignore index 9fabfc14a..a4928f0ae 100644 --- a/.gitignore +++ b/.gitignore @@ -10,6 +10,7 @@ src/serialization/onnx/onnx.pb.cc *.DS_Store .idea .vscode +*~ # Build /[Bb]uild* diff --git a/src/hardware/gpu/nn/gpu_losses.cu b/src/hardware/gpu/nn/gpu_losses.cu index b01869818..25524e173 100644 --- a/src/hardware/gpu/nn/gpu_losses.cu +++ b/src/hardware/gpu/nn/gpu_losses.cu @@ -13,7 +13,7 @@ #include //#include -#include +/* #include #include #include #include @@ -23,7 +23,7 @@ #include #include #include -#include +#include */ #include "eddl/hardware/gpu/nn/gpu_tensor_nn.h" #include "eddl/hardware/gpu/nn/gpu_tensor_nn_kernels.h" @@ -60,6 +60,7 @@ float gpu_categorical_cross_entropy(Tensor* y_true, Tensor* y_pred){ float *sum_array; check_cuda(cudaMalloc((void**)&(sum_array), n_batches*sizeof(float)),"create temp array"); + check_cuda(cudaMemset(sum_array, 0, sizeof(float)); check_cuda(cudaDeviceSynchronize(), "create"); // Calculate derivative of Softmax @@ -67,8 +68,9 @@ float gpu_categorical_cross_entropy(Tensor* y_true, Tensor* y_pred){ check_cuda(cudaDeviceSynchronize(),"gpu_categorical_cross_entropy"); // Reduce sum and compute mean - thrust::device_ptr dev_ptr = thrust::device_pointer_cast(sum_array); - float sum_ce = thrust::reduce(dev_ptr, dev_ptr + n_batches); + // thrust::device_ptr dev_ptr = thrust::device_pointer_cast(sum_array); + float sum_ce; // = thrust::reduce(dev_ptr, dev_ptr + n_batches); + check_cuda(cudaMemcpy(&sum_ce, sum_array, sizeof(float), cudaMemcpyDeviceToHost); float mean_ce = -sum_ce;//(float)n_batches; // Mean // Delete tmp array @@ -102,6 +104,7 @@ float gpu_binary_cross_entropy(Tensor* y_true, Tensor* y_pred){ float *sum_array; check_cuda(cudaMalloc((void**)&(sum_array), n_batches*sizeof(float)),"create temp array"); + check_cuda(cudaMemset(sum_array, 0, sizeof(float)); check_cuda(cudaDeviceSynchronize(), "create"); // Calculate derivative of Softmax @@ -109,8 +112,9 @@ float gpu_binary_cross_entropy(Tensor* y_true, Tensor* y_pred){ check_cuda(cudaDeviceSynchronize(),"gpu_binary_cross_entropy"); // Reduce sum and compute mean - thrust::device_ptr dev_ptr = thrust::device_pointer_cast(sum_array); - float sum_ce = thrust::reduce(dev_ptr, dev_ptr + n_batches); + // thrust::device_ptr dev_ptr = thrust::device_pointer_cast(sum_array); + float sum_ce; // = thrust::reduce(dev_ptr, dev_ptr + n_batches); + check_cuda(cudaMemcpy(&sum_ce, sum_array, sizeof(float), cudaMemcpyDeviceToHost); float mean_ce = -sum_ce;//(float)n_batches; // Mean // Delete tmp array diff --git a/src/hardware/gpu/nn/gpu_losses_kernels.cu b/src/hardware/gpu/nn/gpu_losses_kernels.cu index c5526b27e..b7fb4108f 100644 --- a/src/hardware/gpu/nn/gpu_losses_kernels.cu +++ b/src/hardware/gpu/nn/gpu_losses_kernels.cu @@ -50,7 +50,8 @@ __global__ void gpu_categorical_cross_entropy(float* y_true, float* y_pred, floa } // Store partial sums (later will be reduced) - sum_array[thread_id_x] = bi_sum; + // sum_array[thread_id_x] = bi_sum; + atomicAdd(sum_array, bi_sum); } } @@ -70,7 +71,8 @@ __global__ void gpu_binary_cross_entropy(float* y_true, float* y_pred, float* su float eps =10e-8; // Store sums (later will be reduced) - sum_array[thread_id_x] = y_true[thread_id_x] * logf(y_pred[thread_id_x]+eps) + (1.0-y_true[thread_id_x]) * logf(1.0f-y_pred[thread_id_x]+eps); + // sum_array[thread_id_x] = y_true[thread_id_x] * logf(y_pred[thread_id_x]+eps) + (1.0-y_true[thread_id_x]) * logf(1.0f-y_pred[thread_id_x]+eps); + atomicAdd(sum_array, y_true[thread_id_x] * logf(y_pred[thread_id_x]+eps) + (1.0-y_true[thread_id_x]) * logf(1.0f-y_pred[thread_id_x]+eps)); } } From 83b6c3f743f0147aff8a775e021f309fc6023b17 Mon Sep 17 00:00:00 2001 From: RParedesPalacios Date: Thu, 11 Feb 2021 16:55:38 +0100 Subject: [PATCH 50/75] BN algorithm selection --- include/eddl/net/compserv.h | 5 +- src/layers/normalization/layer_batchnorm.cpp | 269 ++++++++++--------- src/net/compserv.cpp | 4 + 3 files changed, 145 insertions(+), 133 deletions(-) diff --git a/include/eddl/net/compserv.h b/include/eddl/net/compserv.h index 4e0fd80e8..e3591bfc7 100644 --- a/include/eddl/net/compserv.h +++ b/include/eddl/net/compserv.h @@ -19,8 +19,8 @@ using namespace std; class CompServ { public: - string type; - + string type; // "local" or "distributed" + string hw; //CPU, GPU, FPGA int threads_arg; // The value passed to the constructor int local_threads; @@ -28,6 +28,7 @@ class CompServ { vector local_fpgas; int lsb; //local sync batches bool isshared; + diff --git a/src/layers/normalization/layer_batchnorm.cpp b/src/layers/normalization/layer_batchnorm.cpp index db94ed0a1..59bdde87f 100644 --- a/src/layers/normalization/layer_batchnorm.cpp +++ b/src/layers/normalization/layer_batchnorm.cpp @@ -155,67 +155,65 @@ void LBatchNorm::forward() { // Input = Output = opa = {Batch,Channels,H,W} OR {Batch,Dim} // bn_mean = bn_var = mean = variance = bn_g = bn_b = {Channels} or {Dim} -#ifndef cCUDNN -#ifndef BATCHNORM_ORIG + if ((input->isCPU())||(input->isFPGA())) { + // new implementation for CPU / GPU - if (input->isCPU() || input->isGPU()) { + if (input->isCPU()) { tensorNN::BatchNormForward(input, output, opa, mean, variance, affine ? bn_g : NULL, affine ? bn_b : NULL, bn_mean, bn_var, mode == TRMODE, epsilon, momentum); - } else -#endif - { - - int M,N; - int b,z,r,c,d; - Tensor *in; - - if (input->ndim==2) { - N=b=input->shape[0]; - M=d=input->shape[1]; - in=input->clone(); + } else { + int M,N; + int b,z,r,c,d; + Tensor *in; + + if (input->ndim==2) { + N=b=input->shape[0]; + M=d=input->shape[1]; + in=input->clone(); + } + else { + b=input->shape[0]; + M=z=input->shape[1]; + r=input->shape[2]; + c=input->shape[3]; + N=b*r*c; + + in=new Tensor({b*r*c*z},input->device); + tensorNN::permute_channels_last(input,in); + in->reshape_({N,M}); + opa->reshape_({N,M}); + } + + BN_forward(in,bn_mean,bn_var,mean,variance,momentum,epsilon,mode==TRMODE); + + + Tensor::copy(in,opa); + if (affine) { + Tensor *var=new Tensor({N,M},input->device); + Tensor *ones=new Tensor({N,1},input->device); + ones->fill_(1.0); + + // apply affine transform in=gamma*in+beta + rmult(in,bn_g,ones,var); + rsum(in,bn_b,ones,var); + delete var; + delete ones; + } + + // copy in to ouput + if (input->ndim==4) { + tensorNN::permute_channels_first(in,output); + } + else Tensor::copy(in,output); + + + delete in; } - else { - b=input->shape[0]; - M=z=input->shape[1]; - r=input->shape[2]; - c=input->shape[3]; - N=b*r*c; - - in=new Tensor({b*r*c*z},input->device); - tensorNN::permute_channels_last(input,in); - in->reshape_({N,M}); - opa->reshape_({N,M}); - } - - BN_forward(in,bn_mean,bn_var,mean,variance,momentum,epsilon,mode==TRMODE); - - Tensor::copy(in,opa); - if (affine) { - Tensor *var=new Tensor({N,M},input->device); - Tensor *ones=new Tensor({N,1},input->device); - ones->fill_(1.0); - - // apply affine transform in=gamma*in+beta - rmult(in,bn_g,ones,var); - rsum(in,bn_b,ones,var); - delete var; - delete ones; - } - - // copy in to ouput - if (input->ndim==4) { - tensorNN::permute_channels_first(in,output); } - else Tensor::copy(in,output); - - - delete in; - - } - -#else + else { // GPU +#ifdef cCUDNN float alpha = 1.0; float beta = 0.0; @@ -224,90 +222,94 @@ void LBatchNorm::forward() { bnScaleBiasMeanVarDesc, bn_g->ptr, bn_b->ptr, exponentialAverageFactor, mean->ptr, variance->ptr, epsilon, bn_mean->ptr, bn_var->ptr); - if(nnn != CUDNN_STATUS_SUCCESS) std::cout<<"Error fwd BN "<< cudnnGetErrorString(nnn) <name <isCPU() || input->isGPU()) { - tensorNN::BatchNormBackward(delta, opa, parent[0]->delta, - affine ? gbn_g : NULL, affine ? gbn_b : NULL, affine ? bn_g : NULL, - bn_var, work1, work2); - } else -#endif - { - - int M,N; - int b,z,r,c,d; - - Tensor *dp; - - if (input->ndim==2) { - N=b=input->shape[0]; - M=d=input->shape[1]; - - dp=delta->clone(); + if ((input->isCPU())||(input->isFPGA())) { + // new implementation for CPU + if (input->isCPU()) { + tensorNN::BatchNormBackward(delta, opa, parent[0]->delta, + affine ? gbn_g : NULL, affine ? gbn_b : NULL, affine ? bn_g : NULL, + bn_var, work1, work2); + } else + { + + int M,N; + int b,z,r,c,d; + + Tensor *dp; + + if (input->ndim==2) { + N=b=input->shape[0]; + M=d=input->shape[1]; + + dp=delta->clone(); + } + else { + b=input->shape[0]; + M=z=input->shape[1]; + r=input->shape[2]; + c=input->shape[3]; + + N=b*r*c; + + // permute input and delta + dp=new Tensor({b,r,c,z},input->device); + + tensorNN::permute_channels_last(delta,dp); + + dp->reshape_({N,M}); + + } + + // Affine + if (affine) { + Tensor *A=new Tensor({N,M},delta->device); + Tensor *ones=new Tensor({N},delta->device); + ones->fill_(1.0); + Tensor *m=new Tensor({1,M},delta->device); + //1 gamma + Tensor::el_mult(dp,opa,A,0); + cmean(A,m,ones); + Tensor::add(1,gbn_g,1,m,gbn_g,1); + + //2 Beta + cmean(dp,m,ones); + Tensor::add(1,gbn_b,1,m,gbn_b,1); + + // delta=dE/dY + // Obtain dE/dY from delta: + rmult(dp,bn_g,ones,A); + delete A; + delete ones; + delete m; + } + + BN_backward(dp,bn_var,opa); + + // Inc parent delta + if (input->ndim==4) { + tensorNN::permute_channels_first(dp,delta); + Tensor::inc(delta, parent[0]->delta); + } + else Tensor::inc(dp, parent[0]->delta); + + delete dp; + + } } - else { - b=input->shape[0]; - M=z=input->shape[1]; - r=input->shape[2]; - c=input->shape[3]; - - N=b*r*c; - - // permute input and delta - dp=new Tensor({b,r,c,z},input->device); - - tensorNN::permute_channels_last(delta,dp); - - dp->reshape_({N,M}); - - } - - // Affine - if (affine) { - Tensor *A=new Tensor({N,M},delta->device); - Tensor *ones=new Tensor({N},delta->device); - ones->fill_(1.0); - Tensor *m=new Tensor({1,M},delta->device); - //1 gamma - Tensor::el_mult(dp,opa,A,0); - cmean(A,m,ones); - Tensor::add(1,gbn_g,1,m,gbn_g,1); - - //2 Beta - cmean(dp,m,ones); - Tensor::add(1,gbn_b,1,m,gbn_b,1); - - // delta=dE/dY - // Obtain dE/dY from delta: - rmult(dp,bn_g,ones,A); - delete A; - delete ones; - delete m; - } - - BN_backward(dp,bn_var,opa); - - // Inc parent delta - if (input->ndim==4) { - tensorNN::permute_channels_first(dp,delta); - Tensor::inc(delta, parent[0]->delta); - } - else Tensor::inc(dp, parent[0]->delta); - - delete dp; - - } - -#else + else { //GPU + #ifdef cCUDNN float alphaDataDiff = 1.0; float betaDataDiff = 0.0; float alphaParamDiff = 1.0; @@ -319,8 +321,13 @@ void LBatchNorm::backward(){ bnScaleBiasMeanVarDesc,bn_g->ptr, gbn_g->ptr, gbn_b->ptr, epsilon, bn_mean->ptr, bn_var->ptr); if(nnn != CUDNN_STATUS_SUCCESS) std::cout<<"Error bwd BN "<< cudnnGetErrorString(nnn) <delta, + affine ? gbn_g : NULL, affine ? gbn_b : NULL, affine ? bn_g : NULL, + bn_var, work1, work2); #endif + } } diff --git a/src/net/compserv.cpp b/src/net/compserv.cpp index 79289e5f1..f0311baa8 100644 --- a/src/net/compserv.cpp +++ b/src/net/compserv.cpp @@ -33,6 +33,10 @@ CompServ::CompServ(int t, const vector g, const vector &f, int lsb, in for (auto _ : g) this->local_gpus.push_back(_); for (auto _ : f) this->local_fpgas.push_back(_); + if (local_fpgas.size()>0) hw="FPGA"; + else if (local_gpus.size()>0) hw="GPU"; + else hw="CPU"; + this->lsb = lsb; if (lsb < 0) { From 96597abe58adb7e2353be19ffb13a8747dbd5261 Mon Sep 17 00:00:00 2001 From: Michele Cancilla Date: Thu, 11 Feb 2021 17:01:11 +0100 Subject: [PATCH 51/75] Add find_package(CUDAToolkit) again --- src/CMakeLists.txt | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 3d17f30cd..803480caf 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -201,6 +201,7 @@ if(USE_CUDA) if (CMAKE_CUDA_COMPILER) enable_language(CUDA) + find_package(CUDAToolkit) # NVCC needs GCC versions to be less or equal than 8 (GCC < 9.0;) if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") @@ -238,9 +239,10 @@ if(USE_CUDA) # find_library(CUDART_LIBRARY cudart HINTS ${CUDA_TOOLKIT_ROOT_DIR}) # find_library(CURAND_LIBRARY curand HINTS ${CUDA_TOOLKIT_ROOT_DIR}) # target_link_libraries(${PROJECT_NAME} PRIVATE ${CUBLAS_LIBRARY} ${CUDART_LIBRARY} ${CURAND_LIBRARY}) - target_link_libraries(${PROJECT_NAME} PRIVATE cublas cudart curand) + target_link_libraries(${PROJECT_NAME} PRIVATE CUDA::cublas CUDA::cudart CUDA::curand) if(USE_CUDNN) - target_link_libraries(${PROJECT_NAME} PRIVATE cudnn) + find_library(CUDNN_LIBRARY cudnn HINTS ${CUDAToolkit_LIBRARY_DIR}) + target_link_libraries(${PROJECT_NAME} PRIVATE ${CUDNN_LIBRARY}) endif() if(APPLE) From 3f35119ab307968abc05de4cf7d00dd019001aaf Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 17:16:20 +0100 Subject: [PATCH 52/75] Minor changes --- CMakeLists.txt | 4 +-- tests/CMakeLists.txt | 82 ++++---------------------------------------- 2 files changed, 9 insertions(+), 77 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index 50eac518e..ad94b4842 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -9,8 +9,8 @@ cmake_minimum_required(VERSION 3.9.2) option(BUILD_SUPERBUILD "Compile using the superbuild system" OFF) option(BUILD_PROTOBUF "Compile using Protobuf" ON) option(BUILD_OPENMP "Compile using OpenMP" ON) -option(BUILD_DIST "Compile for a distributed execution" ON) -option(BUILD_HPC "Compile using aggressive flags" ON) +option(BUILD_DIST "Compile for a distributed execution" OFF) +option(BUILD_HPC "Compile using aggressive flags for performance" ON) option(BUILD_TESTS "Compile tests (HPC needs to be disabled)" OFF) # Disable HPC to pass tests (there are numerical errors) option(BUILD_EXAMPLES "Compile examples" ON) option(BUILD_RUNTIME "Compile runtime" ON) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index 4efba6a10..99af7be27 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -17,20 +17,16 @@ endif() # Find tests (recursively, from here) file(GLOB_RECURSE CPP_TESTS_FILES "${PROJECT_SOURCE_DIR}/*" *.{h, cpp}) -# Filter problemas files if they are not needed +# Filter ONNX files if they are not needed if(NOT BUILD_PROTOBUF) list(FILTER CPP_TESTS_FILES EXCLUDE REGEX ".*/onnx/*") endif() -if(NOT BUILD_DIST) - list(FILTER CPP_TESTS_FILES EXCLUDE REGEX ".*/distributed/*") -endif() - # Build test and target libraries add_executable(unit_tests ${CPP_TESTS_FILES}) target_include_directories(unit_tests PUBLIC $) - +# Add libraries if(MSVC) target_link_libraries(unit_tests PUBLIC eddl ${GTEST_LIBRARY} ${GTEST_MAIN_LIBRARY}) else() @@ -39,76 +35,12 @@ else() endif() -# CUDA -if(USE_CUDA) - # Check if cuda is available - include(CheckLanguage) - check_language(CUDA) - - if (CMAKE_CUDA_COMPILER) - enable_language(CUDA) - find_package(CUDAToolkit) - - # NVCC needs GCC versions to be less or equal than 8 (GCC < 9.0;) - if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") - if(CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 9) - message(FATAL_ERROR "[WARNING] The nvcc compiler in CUDA 10 (or later) does not support gcc versions later than 8 (DETECTED: ${CMAKE_CXX_COMPILER_VERSION}). - Hint: Use g++-8 (or older); Set other compiler version by using '-D CMAKE_CXX_COMPILER='$(which g++-8)' or creating a symbolic link.") - endif() - endif() - - if(USE_CUDNN) - add_definitions(-DcCUDNN) - endif() - add_definitions(-DcGPU) - - # Set standard CUDA variables - if(NOT DEFINED CMAKE_CUDA_STANDARD) - set(CMAKE_CUDA_STANDARD 11) - set(CMAKE_CUDA_STANDARD_REQUIRED ON) - endif() - - # Target properties - set_target_properties(unit_tests PROPERTIES - CUDA_SEPARABLE_COMPILATION ON - CUDA_RESOLVE_DEVICE_SYMBOLS ON - ) - - # Add source files - target_sources(unit_tests PRIVATE ${CUDA_HEADERS} ${CUDA_SOURCES}) - - # Add includes - target_include_directories(unit_tests PRIVATE ${CUDAToolkit_INCLUDE_DIRS}) - - # # Find libraries (need absolute paths) - # find_library(CUBLAS_LIBRARY cublas HINTS ${CUDA_TOOLKIT_ROOT_DIR}) - # find_library(CUDART_LIBRARY cudart HINTS ${CUDA_TOOLKIT_ROOT_DIR}) - # find_library(CURAND_LIBRARY curand HINTS ${CUDA_TOOLKIT_ROOT_DIR}) - # target_link_libraries(unit_tests PRIVATE ${CUBLAS_LIBRARY} ${CUDART_LIBRARY} ${CURAND_LIBRARY}) - target_link_libraries(unit_tests PRIVATE CUDA::cublas CUDA::cudart CUDA::curand) - if(USE_CUDNN) - find_library(CUDNN_LIBRARY cudnn HINTS ${CUDAToolkit_LIBRARY_DIR}) - target_link_libraries(unit_tests PRIVATE ${CUDNN_LIBRARY}) - endif() - - if(APPLE) - # We need to add the path to the driver (libcuda.dylib) as an rpath, - # so that the static cuda runtime can find it at runtime. - set_property(TARGET unit_tests PROPERTY BUILD_RPATH ${CMAKE_CUDA_IMPLICIT_LINK_DIRECTORIES}) - endif() - - if(NOT DEFINED CMAKE_CUDA_STANDARD) - # Make EDDL works for cuda 7.5 - set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --expt-relaxed-constexpr -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES -D__STRICT_ANSI__") - endif() - else() - message(WARNING "[WARNING] CUDA compiler not found but requested during compilation. (Falling back to: '-D USE_CUDA=OFF') - Hint: Set the NVCC path using '-D CMAKE_CUDA_COMPILER=path' or creating a symbolic link.") - SET(BUILD_TARGET "CPU") # Local's scope - endif() +if (USE_CUDA) + add_definitions(-DcGPU) +endif() +if(USE_CUDNN) + add_definitions(-DcCUDNN) endif() - - if (USE_FPGA) add_definitions(-DcFPGA) endif() From 840b842d6fe539718f3ec6372b2bf5a8fcb5007f Mon Sep 17 00:00:00 2001 From: Andres Tomas Date: Thu, 11 Feb 2021 17:41:42 +0100 Subject: [PATCH 53/75] fix some errors --- src/hardware/gpu/nn/gpu_losses.cu | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/hardware/gpu/nn/gpu_losses.cu b/src/hardware/gpu/nn/gpu_losses.cu index 25524e173..8437995be 100644 --- a/src/hardware/gpu/nn/gpu_losses.cu +++ b/src/hardware/gpu/nn/gpu_losses.cu @@ -60,7 +60,7 @@ float gpu_categorical_cross_entropy(Tensor* y_true, Tensor* y_pred){ float *sum_array; check_cuda(cudaMalloc((void**)&(sum_array), n_batches*sizeof(float)),"create temp array"); - check_cuda(cudaMemset(sum_array, 0, sizeof(float)); + check_cuda(cudaMemset(sum_array, 0, sizeof(float)), "memset"); check_cuda(cudaDeviceSynchronize(), "create"); // Calculate derivative of Softmax @@ -70,7 +70,7 @@ float gpu_categorical_cross_entropy(Tensor* y_true, Tensor* y_pred){ // Reduce sum and compute mean // thrust::device_ptr dev_ptr = thrust::device_pointer_cast(sum_array); float sum_ce; // = thrust::reduce(dev_ptr, dev_ptr + n_batches); - check_cuda(cudaMemcpy(&sum_ce, sum_array, sizeof(float), cudaMemcpyDeviceToHost); + check_cuda(cudaMemcpy(&sum_ce, sum_array, sizeof(float), cudaMemcpyDeviceToHost), "memcpy"); float mean_ce = -sum_ce;//(float)n_batches; // Mean // Delete tmp array @@ -104,7 +104,7 @@ float gpu_binary_cross_entropy(Tensor* y_true, Tensor* y_pred){ float *sum_array; check_cuda(cudaMalloc((void**)&(sum_array), n_batches*sizeof(float)),"create temp array"); - check_cuda(cudaMemset(sum_array, 0, sizeof(float)); + check_cuda(cudaMemset(sum_array, 0, sizeof(float)), "memset"); check_cuda(cudaDeviceSynchronize(), "create"); // Calculate derivative of Softmax @@ -114,7 +114,7 @@ float gpu_binary_cross_entropy(Tensor* y_true, Tensor* y_pred){ // Reduce sum and compute mean // thrust::device_ptr dev_ptr = thrust::device_pointer_cast(sum_array); float sum_ce; // = thrust::reduce(dev_ptr, dev_ptr + n_batches); - check_cuda(cudaMemcpy(&sum_ce, sum_array, sizeof(float), cudaMemcpyDeviceToHost); + check_cuda(cudaMemcpy(&sum_ce, sum_array, sizeof(float), cudaMemcpyDeviceToHost), "memcpy"); float mean_ce = -sum_ce;//(float)n_batches; // Mean // Delete tmp array From f95a327a3a10e61798d6cb6037bef1f7e451a8f5 Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 17:57:54 +0100 Subject: [PATCH 54/75] Add options to disable dist/runtime --- .github/workflows/build-cpu-windows.yml | 2 +- .github/workflows/build-cpu.yml | 2 +- CMakeLists.txt | 4 ++-- src/CMakeLists.txt | 8 ++++++-- tests/CMakeLists.txt | 2 +- 5 files changed, 11 insertions(+), 7 deletions(-) diff --git a/.github/workflows/build-cpu-windows.yml b/.github/workflows/build-cpu-windows.yml index c64068150..22266bf1a 100644 --- a/.github/workflows/build-cpu-windows.yml +++ b/.github/workflows/build-cpu-windows.yml @@ -21,7 +21,7 @@ jobs: run: | mkdir build cd build - cmake -G "Visual Studio 16 2019" -A x64 -DBUILD_SUPERBUILD=ON -DBUILD_SHARED_LIBS=OFF -DBUILD_TARGET=CPU -DBUILD_HPC=OFF -DBUILD_TESTS=ON -DBUILD_DIST=OFF .. + cmake -G "Visual Studio 16 2019" -A x64 -DBUILD_SUPERBUILD=ON -DBUILD_SHARED_LIBS=OFF -DBUILD_TARGET=CPU -DBUILD_HPC=OFF -DBUILD_TESTS=ON -DBUILD_DIST=OFF -DBUILD_RUNTIME=OFF .. shell: cmd - name: Build run: cmake --build build --config Release diff --git a/.github/workflows/build-cpu.yml b/.github/workflows/build-cpu.yml index 06593b3ce..152752a6f 100644 --- a/.github/workflows/build-cpu.yml +++ b/.github/workflows/build-cpu.yml @@ -23,7 +23,7 @@ jobs: run: | mkdir build cd build - cmake .. -DBUILD_SUPERBUILD=ON -DBUILD_HPC=OFF -DBUILD_TESTS=ON -DBUILD_DIST=OFF + cmake .. -DBUILD_SUPERBUILD=ON -DBUILD_HPC=OFF -DBUILD_TESTS=ON -DBUILD_DIST=OFF -DBUILD_RUNTIME=OFF make - name: Test run: | diff --git a/CMakeLists.txt b/CMakeLists.txt index ad94b4842..a6b24e765 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -9,11 +9,11 @@ cmake_minimum_required(VERSION 3.9.2) option(BUILD_SUPERBUILD "Compile using the superbuild system" OFF) option(BUILD_PROTOBUF "Compile using Protobuf" ON) option(BUILD_OPENMP "Compile using OpenMP" ON) -option(BUILD_DIST "Compile for a distributed execution" OFF) option(BUILD_HPC "Compile using aggressive flags for performance" ON) option(BUILD_TESTS "Compile tests (HPC needs to be disabled)" OFF) # Disable HPC to pass tests (there are numerical errors) option(BUILD_EXAMPLES "Compile examples" ON) -option(BUILD_RUNTIME "Compile runtime" ON) +option(BUILD_DIST "Compile for a distributed execution" OFF) +option(BUILD_RUNTIME "Compile runtime" OFF) option(BUILD_SHARED_LIBS "Global flag to cause add_library to create shared libraries if on" ON) option(BUILD_COVERAGE "Flag to compile for coverage information" OFF) option(BUILD_SANITIZERS "Flag to compile with sanitizers information" OFF) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 423c97bfb..860b9df12 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -61,8 +61,12 @@ list(FILTER CPP_SOURCES EXCLUDE REGEX ".*/src/serialization/onnx/onnx.pb*") # Remove problematic files if they are not needed if(NOT BUILD_DIST) - list(FILTER CPP_HEADERS EXCLUDE REGEX ".*/distributed/*") - list(FILTER CPP_SOURCES EXCLUDE REGEX ".*/distributed/*") + list(FILTER PUBLIC_HEADERS EXCLUDE REGEX ".*/src/distributed/*") + list(FILTER CPP_HEADERS EXCLUDE REGEX ".*/src/distributed/*") + list(FILTER CPP_SOURCES EXCLUDE REGEX ".*/src/distributed/*") +endif() +if(NOT BUILD_RUNTIME) + list(FILTER PUBLIC_HEADERS EXCLUDE REGEX ".*/runtime/*") endif() SET(ALL_FILES ${PUBLIC_HEADERS} ${CPP_HEADERS} ${CPP_SOURCES}) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index 99af7be27..8f9c6c470 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -30,7 +30,7 @@ target_include_directories(unit_tests PUBLIC $ Date: Thu, 11 Feb 2021 17:59:52 +0100 Subject: [PATCH 55/75] Remove redundant line --- src/CMakeLists.txt | 3 --- 1 file changed, 3 deletions(-) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 860b9df12..eac91f91f 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -65,9 +65,6 @@ if(NOT BUILD_DIST) list(FILTER CPP_HEADERS EXCLUDE REGEX ".*/src/distributed/*") list(FILTER CPP_SOURCES EXCLUDE REGEX ".*/src/distributed/*") endif() -if(NOT BUILD_RUNTIME) - list(FILTER PUBLIC_HEADERS EXCLUDE REGEX ".*/runtime/*") -endif() SET(ALL_FILES ${PUBLIC_HEADERS} ${CPP_HEADERS} ${CPP_SOURCES}) From e4297a7035587e736de70ca19aad7f8e7fd9ca9b Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 18:47:58 +0100 Subject: [PATCH 56/75] Add CUDA for testing (again) --- tests/CMakeLists.txt | 71 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 71 insertions(+) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index fbfd64129..d028a2af9 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -48,6 +48,77 @@ if (USE_FPGA) add_definitions(-DcFPGA) endif() + +# CUDA (TEMP) +if(USE_CUDA) + # Check if cuda is available + include(CheckLanguage) + check_language(CUDA) + + if (CMAKE_CUDA_COMPILER) + enable_language(CUDA) + find_package(CUDAToolkit) + + # NVCC needs GCC versions to be less or equal than 8 (GCC < 9.0;) + if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") + if(CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 9) + message(FATAL_ERROR "[WARNING] The nvcc compiler in CUDA 10 (or later) does not support gcc versions later than 8 (DETECTED: ${CMAKE_CXX_COMPILER_VERSION}). + Hint: Use g++-8 (or older); Set other compiler version by using '-D CMAKE_CXX_COMPILER='$(which g++-8)' or creating a symbolic link.") + endif() + endif() + + if(USE_CUDNN) + add_definitions(-DcCUDNN) + endif() + add_definitions(-DcGPU) + + # Set standard CUDA variables + if(NOT DEFINED CMAKE_CUDA_STANDARD) + set(CMAKE_CUDA_STANDARD 11) + set(CMAKE_CUDA_STANDARD_REQUIRED ON) + endif() + + # Target properties + set_target_properties(unit_tests PROPERTIES + CUDA_SEPARABLE_COMPILATION ON + CUDA_RESOLVE_DEVICE_SYMBOLS ON + ) + + # Add source files + target_sources(unit_tests PRIVATE ${CUDA_HEADERS} ${CUDA_SOURCES}) + + # Add includes + target_include_directories(unit_tests PRIVATE ${CUDAToolkit_INCLUDE_DIRS}) + + # # Find libraries (need absolute paths) + # find_library(CUBLAS_LIBRARY cublas HINTS ${CUDA_TOOLKIT_ROOT_DIR}) + # find_library(CUDART_LIBRARY cudart HINTS ${CUDA_TOOLKIT_ROOT_DIR}) + # find_library(CURAND_LIBRARY curand HINTS ${CUDA_TOOLKIT_ROOT_DIR}) + # target_link_libraries(unit_tests PRIVATE ${CUBLAS_LIBRARY} ${CUDART_LIBRARY} ${CURAND_LIBRARY}) + target_link_libraries(unit_tests PRIVATE CUDA::cublas CUDA::cudart CUDA::curand) + if(USE_CUDNN) + find_library(CUDNN_LIBRARY cudnn HINTS ${CUDAToolkit_LIBRARY_DIR}) + target_link_libraries(unit_tests PRIVATE ${CUDNN_LIBRARY}) + endif() + + if(APPLE) + # We need to add the path to the driver (libcuda.dylib) as an rpath, + # so that the static cuda runtime can find it at runtime. + set_property(TARGET unit_tests PROPERTY BUILD_RPATH ${CMAKE_CUDA_IMPLICIT_LINK_DIRECTORIES}) + endif() + + if(NOT DEFINED CMAKE_CUDA_STANDARD) + # Make EDDL works for cuda 7.5 + set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --expt-relaxed-constexpr -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES -D__STRICT_ANSI__") + endif() + else() + message(WARNING "[WARNING] CUDA compiler not found but requested during compilation. (Falling back to: '-D USE_CUDA=OFF') + Hint: Set the NVCC path using '-D CMAKE_CUDA_COMPILER=path' or creating a symbolic link.") + SET(BUILD_TARGET "CPU") # Local's scope + endif() +endif() + + # Add test add_test(NAME unit_tests COMMAND unit_tests) From f2a6428b7d93ef4f28b394fd835f0d4370951992 Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Thu, 11 Feb 2021 19:13:08 +0100 Subject: [PATCH 57/75] Minor change (to trigger Windows testing) --- tests/CMakeLists.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index d028a2af9..58292db1d 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -49,7 +49,7 @@ if (USE_FPGA) endif() -# CUDA (TEMP) +# CUDA (TEMP! We shouldn't need this) if(USE_CUDA) # Check if cuda is available include(CheckLanguage) From df3b166cf05a5a38c9e604c2f3356428020e1450 Mon Sep 17 00:00:00 2001 From: RParedesPalacios Date: Thu, 11 Feb 2021 19:28:07 +0100 Subject: [PATCH 58/75] Pools and test3 --- examples/CMakeLists.txt | 2 + examples/test_internals/test1.cpp | 6 ++ examples/test_internals/test3.cpp | 131 ++++++++++++++++++++++++++++ src/layers/pool/layer_avgpool.cpp | 15 +++- src/layers/pool/layer_avgpool1D.cpp | 2 +- src/layers/pool/layer_maxpool.cpp | 2 +- src/layers/pool/layer_maxpool1D.cpp | 2 +- src/layers/pool/layer_maxpool3D.cpp | 2 +- src/layers/pool/layer_pool1D.cpp | 15 +--- 9 files changed, 156 insertions(+), 21 deletions(-) create mode 100644 examples/test_internals/test3.cpp diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt index 4c608c868..62a7bcaac 100644 --- a/examples/CMakeLists.txt +++ b/examples/CMakeLists.txt @@ -213,5 +213,7 @@ if(BUILD_PROTOBUF) target_link_libraries(test1 eddl) add_executable(test2 "test_internals/test2.cpp") target_link_libraries(test2 eddl) + add_executable(test3 "test_internals/test3.cpp") + target_link_libraries(test3 eddl) endif() diff --git a/examples/test_internals/test1.cpp b/examples/test_internals/test1.cpp index 0fed88076..e2cc1120b 100644 --- a/examples/test_internals/test1.cpp +++ b/examples/test_internals/test1.cpp @@ -56,7 +56,10 @@ int main(int argc, char **argv){ //CPU for(int i=0;i +#include +#include + +#include "eddl/apis/eddl.h" + + +using namespace eddl; + +// Checking deletes, memory leaks +// CNN decoder models, only GPU +// In a separate terminal try +// top/htop and nvidia-smi (GPU) +// to check memory + +layer ResBlock(layer l, int filters,int nconv,int half) { + layer in=l; + + if (half) + l=ReLu(BatchNormalization(Conv(l,filters,{3,3},{2,2}))); + else + l=ReLu(BatchNormalization(Conv(l,filters,{3,3},{1,1}))); + + + for(int i=0;iset_clip_val(0.01); + + // Build model + build(net, + opt, // Optimizer + {"softmax_cross_entropy"}, // Losses + {"accuracy"}, // Metrics + CS_GPU({1}) + ); + + + // Load dataset + Tensor *x_train=Tensor::zeros({10,3,256,256}); //batch x input_dim + Tensor *y_train=Tensor::zeros({10,olength,outvs}); //batch x timesteps x ouput_dim + + // to force unrolling + fit(net, {x_train}, {y_train}, 10, 1); + + + delete x_train; + delete y_train; + delete net; + + } +} diff --git a/src/layers/pool/layer_avgpool.cpp b/src/layers/pool/layer_avgpool.cpp index dbb4c29d9..b42aebb9c 100644 --- a/src/layers/pool/layer_avgpool.cpp +++ b/src/layers/pool/layer_avgpool.cpp @@ -28,7 +28,10 @@ LAveragePool::LAveragePool(Layer *parent, const vector &pool_size, const ve LAveragePool::LAveragePool(Layer *parent, PoolDescriptor *D, const string& name, int dev, int mem) : LPool(parent, D, name, dev, mem) { if(name.empty()) this->name = "avgpool" + to_string(++total_layers); - + + // Params + D->indX = new Tensor(D->O->shape, dev); // Is this needed here? + D->indY = new Tensor(D->O->shape, dev); #ifdef cCUDNN D->mode = CUDNN_POOLING_AVERAGE_COUNT_EXCLUDE_PADDING; D->maxpoolingNanOpt = CUDNN_NOT_PROPAGATE_NAN; @@ -41,6 +44,12 @@ LAveragePool::LAveragePool(Layer *parent, PoolDescriptor *D, const string& name, void LAveragePool::resize(int batch){ LPool::resize(batch); + + delete pd->indX; + pd->indX = new Tensor(pd->O->shape, dev); + + delete pd->indY; + pd->indY = new Tensor(pd->O->shape, dev); } void LAveragePool::forward() { @@ -52,7 +61,7 @@ void LAveragePool::backward() { } Layer *LAveragePool::share(int c, int bs, vector p) { - auto *n = new LAveragePool(p[0], this->pd, "share_"+to_string(c)+this->name, this->dev, this->mem_level); + auto *n = new LAveragePool(p[0], new PoolDescriptor(pd->ksize, pd->stride, pd->pad, pd->mem_level), "share_"+to_string(c)+this->name, this->dev, this->mem_level); n->orig = this; return n; @@ -60,7 +69,7 @@ Layer *LAveragePool::share(int c, int bs, vector p) { Layer *LAveragePool::clone(int c, int bs, vector p, int todev) { - auto *n = new LMaxPool(p[0], new PoolDescriptor(pd->ksize, pd->stride, pd->pad, pd->mem_level), "share_"+to_string(c)+this->name, todev, this->mem_level); + auto *n = new LAveragePool(p[0], new PoolDescriptor(pd->ksize, pd->stride, pd->pad, pd->mem_level), "share_"+to_string(c)+this->name, todev, this->mem_level); n->orig = this; diff --git a/src/layers/pool/layer_avgpool1D.cpp b/src/layers/pool/layer_avgpool1D.cpp index 616b8cb40..b129d9d1f 100644 --- a/src/layers/pool/layer_avgpool1D.cpp +++ b/src/layers/pool/layer_avgpool1D.cpp @@ -51,7 +51,7 @@ void LAveragePool1D::backward() { } Layer *LAveragePool1D::share(int c, int bs, vector p) { - auto *n = new LAveragePool1D(p[0], this->pd, "share_"+to_string(c)+this->name, this->dev, this->mem_level); + auto *n = new LAveragePool1D(p[0], new PoolDescriptor(pd->ksize, pd->stride, pd->pad, pd->mem_level), "share_"+to_string(c)+this->name, this->dev, this->mem_level); n->orig = this; return n; diff --git a/src/layers/pool/layer_maxpool.cpp b/src/layers/pool/layer_maxpool.cpp index 998022b6d..3c611f893 100644 --- a/src/layers/pool/layer_maxpool.cpp +++ b/src/layers/pool/layer_maxpool.cpp @@ -60,7 +60,7 @@ void LMaxPool::backward() { } Layer *LMaxPool::share(int c, int bs, vector p) { - auto *n = new LMaxPool(p[0], this->pd, "share_"+to_string(c)+this->name, this->dev, this->mem_level); + auto *n = new LMaxPool(p[0], new PoolDescriptor(pd->ksize, pd->stride, pd->pad, pd->mem_level), "share_"+to_string(c)+this->name, this->dev, this->mem_level); n->orig = this; return n; diff --git a/src/layers/pool/layer_maxpool1D.cpp b/src/layers/pool/layer_maxpool1D.cpp index 1634b01da..e2b5bff36 100644 --- a/src/layers/pool/layer_maxpool1D.cpp +++ b/src/layers/pool/layer_maxpool1D.cpp @@ -51,7 +51,7 @@ void LMaxPool1D::backward() { } Layer *LMaxPool1D::share(int c, int bs, vector p) { - auto *n = new LMaxPool1D(p[0], this->pd, "share_"+to_string(c)+this->name, this->dev, this->mem_level); + auto *n = new LMaxPool1D(p[0], new PoolDescriptor(pd->ksize, pd->stride, pd->pad, pd->mem_level), "share_"+to_string(c)+this->name, this->dev, this->mem_level); n->orig = this; return n; diff --git a/src/layers/pool/layer_maxpool3D.cpp b/src/layers/pool/layer_maxpool3D.cpp index 2e1c8be31..71cecbd55 100644 --- a/src/layers/pool/layer_maxpool3D.cpp +++ b/src/layers/pool/layer_maxpool3D.cpp @@ -51,7 +51,7 @@ void LMaxPool3D::backward() { } Layer *LMaxPool3D::share(int c, int bs, vector p) { - auto *n = new LMaxPool3D(p[0], this->pd, "share_"+to_string(c)+this->name, this->dev, this->mem_level); + auto *n = new LMaxPool3D(p[0], new PoolDescriptor3D(pd->ksize, pd->stride, pd->pad, pd->mem_level), "share_"+to_string(c)+this->name, this->dev, this->mem_level); n->orig = this; return n; diff --git a/src/layers/pool/layer_pool1D.cpp b/src/layers/pool/layer_pool1D.cpp index c63a17069..b5658e969 100644 --- a/src/layers/pool/layer_pool1D.cpp +++ b/src/layers/pool/layer_pool1D.cpp @@ -47,20 +47,7 @@ LPool1D::LPool1D(Layer *parent, PoolDescriptor *D, string name, int dev, int mem } LPool1D::~LPool1D(){ - - // deleting pd->O here can provoque double delete/free problems - if (this->pd->O != nullptr) delete this->pd->O; - this->pd->O = nullptr; - - // deleting pd->D here can provoque double delete/free problems - if (this->pd->D != nullptr) delete this->pd->D; - this->pd->D = nullptr; - - delete this->pd; - this->pd = nullptr; - - if (this->input_reshaped != nullptr) delete this->input_reshaped; - this->input_reshaped = nullptr; + delete pd; } void LPool1D::mem_delta(){ From d857a81c20dfe14e22de60d3d5c5de6c12c719df Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jon=20Ander=20G=C3=B3mez=20Adri=C3=A1n?= Date: Thu, 11 Feb 2021 20:32:50 +0100 Subject: [PATCH 59/75] Fixing the use of MSG_NOSIGNAL in APPLE --- .../communications/multicast_receiver.cpp | 24 + .../communications/multicast_sender.cpp | 34 +- src/serialization/onnx/onnx.pb.h | 1805 +++++++++++------ 3 files changed, 1238 insertions(+), 625 deletions(-) diff --git a/src/distributed/communications/multicast_receiver.cpp b/src/distributed/communications/multicast_receiver.cpp index 14924cd4e..caf667960 100644 --- a/src/distributed/communications/multicast_receiver.cpp +++ b/src/distributed/communications/multicast_receiver.cpp @@ -19,6 +19,14 @@ #include #include +#if !defined(MSG_NOSIGNAL) +# if defined(__APPLE__) +# define MSG_NOSIGNAL 0 +# else +# error "MSG_NOSIGNAL is not defined this should be fixed!" +# endif +#endif + namespace eddl { @@ -39,6 +47,14 @@ MulticastReceiver::MulticastReceiver(eddl_queue & input_queue, if (setsockopt(socket_fd_in, SOL_SOCKET, SO_REUSEADDR, (char *)&reuse, sizeof(reuse)) < 0) throw std::runtime_error(err_msg("socket cannot be set to allow multiple instances to receive copies of multicast datagrams.")); +#if defined(__APPLE__) + { + int set = 1; + if (setsockopt(socket_fd_in, SOL_SOCKET, SO_NOSIGPIPE, (void *)&set, sizeof(int)) < 0) + throw std::runtime_error(err_msg("cannot unset SIGPIPE. " + std::to_string(errno) + ":" + strerror(errno))); + } +#endif + this->port_number_in = distributed_environment.get_udp_data_port(); struct sockaddr_in host_addr; @@ -63,6 +79,14 @@ MulticastReceiver::MulticastReceiver(eddl_queue & input_queue, if (socket_fd_out < 0) throw std::runtime_error(err_msg("output socket cannot be created.")); +#if defined(__APPLE__) + { + int set = 1; + if (setsockopt(socket_fd_out, SOL_SOCKET, SO_NOSIGPIPE, (void *)&set, sizeof(int)) < 0) + throw std::runtime_error(err_msg("cannot unset SIGPIPE. " + std::to_string(errno) + ":" + strerror(errno))); + } +#endif + this->port_number_out = distributed_environment.get_udp_ack_port(); //////////////////////////////////////////////////////////////////////////// diff --git a/src/distributed/communications/multicast_sender.cpp b/src/distributed/communications/multicast_sender.cpp index 1acc29a4d..7c07fb660 100644 --- a/src/distributed/communications/multicast_sender.cpp +++ b/src/distributed/communications/multicast_sender.cpp @@ -13,6 +13,14 @@ #include #include +#if !defined(MSG_NOSIGNAL) +# if defined(__APPLE__) +# define MSG_NOSIGNAL 0 +# else +# error "MSG_NOSIGNAL is not defined this should be fixed!" +# endif +#endif + namespace eddl { MulticastSender::MulticastSender(std::vector & workers, @@ -38,6 +46,14 @@ MulticastSender::MulticastSender(std::vector & workers, if (setsockopt(socket_fd_out, IPPROTO_IP, IP_MULTICAST_TTL, &ttl, sizeof(ttl)) < 0) throw std::runtime_error(err_msg("cannot set multicast TTL. " + std::to_string(errno) + ":" + strerror(errno))); +#if defined(__APPLE__) + { + int set = 1; + if (setsockopt(socket_fd_out, SOL_SOCKET, SO_NOSIGPIPE, (void *)&set, sizeof(int)) < 0) + throw std::runtime_error(err_msg("cannot unset SIGPIPE. " + std::to_string(errno) + ":" + strerror(errno))); + } +#endif + memset(&this->target_group_addr, 0, sizeof(this->target_group_addr)); this->target_group_addr.sin_family = AF_INET; this->target_group_addr.sin_addr.s_addr = distributed_environment.get_multicast_s_addr(); @@ -65,6 +81,14 @@ MulticastSender::MulticastSender(std::vector & workers, if (socket_fd_in < 0) throw std::runtime_error(err_msg("input socket cannot be created.")); +#if defined(__APPLE__) + { + int set = 1; + if (setsockopt(socket_fd_in, SOL_SOCKET, SO_NOSIGPIPE, (void *)&set, sizeof(int)) < 0) + throw std::runtime_error(err_msg("cannot unset SIGPIPE. " + std::to_string(errno) + ":" + strerror(errno))); + } +#endif + struct sockaddr_in host_addr; memset(&host_addr, 0, sizeof(host_addr)); host_addr.sin_family = AF_INET; @@ -139,7 +163,15 @@ void MulticastSender::stop() peer.sin_port = htons(distributed_environment.get_udp_ack_port()); peer.sin_addr.s_addr = distributed_environment.get_my_s_addr(); ssize_t l = sizeof(data); - ssize_t n = sendto(temp_socket, data, l, MSG_NOSIGNAL, +#if defined(__APPLE__) + { + int set = 1; + if (setsockopt(temp_socket, SOL_SOCKET, SO_NOSIGPIPE, (void *)&set, sizeof(int)) < 0) + throw std::runtime_error(err_msg("cannot unset SIGPIPE. " + std::to_string(errno) + ":" + strerror(errno))); + } +#endif + int flags = MSG_NOSIGNAL; + ssize_t n = sendto(temp_socket, data, l, flags, (const struct sockaddr *)&peer, sizeof(peer)); if (n != l) print_err_msg("failed to sent a stopping acknowledgement to myself."); diff --git a/src/serialization/onnx/onnx.pb.h b/src/serialization/onnx/onnx.pb.h index 5313a753d..efa74a839 100644 --- a/src/serialization/onnx/onnx.pb.h +++ b/src/serialization/onnx/onnx.pb.h @@ -8,12 +8,12 @@ #include #include -#if PROTOBUF_VERSION < 3011000 +#if PROTOBUF_VERSION < 3014000 #error This file was generated by a newer version of protoc which is #error incompatible with your Protocol Buffer headers. Please update #error your headers. #endif -#if 3011004 < PROTOBUF_MIN_PROTOC_VERSION +#if 3014000 < PROTOBUF_MIN_PROTOC_VERSION #error This file was generated by an older version of protoc which is #error incompatible with your Protocol Buffer headers. Please #error regenerate this file with a newer version of protoc. @@ -25,8 +25,7 @@ #include #include #include -#include -#include +#include #include #include #include // IWYU pragma: export @@ -46,7 +45,7 @@ PROTOBUF_NAMESPACE_CLOSE struct TableStruct_onnx_2eproto { static const ::PROTOBUF_NAMESPACE_ID::internal::ParseTableField entries[] PROTOBUF_SECTION_VARIABLE(protodesc_cold); - static const ::PROTOBUF_NAMESPACE_ID::internal::AuxillaryParseTableField aux[] + static const ::PROTOBUF_NAMESPACE_ID::internal::AuxiliaryParseTableField aux[] PROTOBUF_SECTION_VARIABLE(protodesc_cold); static const ::PROTOBUF_NAMESPACE_ID::internal::ParseTable schema[17] PROTOBUF_SECTION_VARIABLE(protodesc_cold); @@ -159,7 +158,7 @@ inline const std::string& AttributeProto_AttributeType_Name(T enum_t_value) { AttributeProto_AttributeType_descriptor(), enum_t_value); } inline bool AttributeProto_AttributeType_Parse( - const std::string& name, AttributeProto_AttributeType* value) { + ::PROTOBUF_NAMESPACE_ID::ConstStringParam name, AttributeProto_AttributeType* value) { return ::PROTOBUF_NAMESPACE_ID::internal::ParseNamedEnum( AttributeProto_AttributeType_descriptor(), name, value); } @@ -197,7 +196,7 @@ inline const std::string& TensorProto_DataType_Name(T enum_t_value) { TensorProto_DataType_descriptor(), enum_t_value); } inline bool TensorProto_DataType_Parse( - const std::string& name, TensorProto_DataType* value) { + ::PROTOBUF_NAMESPACE_ID::ConstStringParam name, TensorProto_DataType* value) { return ::PROTOBUF_NAMESPACE_ID::internal::ParseNamedEnum( TensorProto_DataType_descriptor(), name, value); } @@ -220,7 +219,7 @@ inline const std::string& TensorProto_DataLocation_Name(T enum_t_value) { TensorProto_DataLocation_descriptor(), enum_t_value); } inline bool TensorProto_DataLocation_Parse( - const std::string& name, TensorProto_DataLocation* value) { + ::PROTOBUF_NAMESPACE_ID::ConstStringParam name, TensorProto_DataLocation* value) { return ::PROTOBUF_NAMESPACE_ID::internal::ParseNamedEnum( TensorProto_DataLocation_descriptor(), name, value); } @@ -248,16 +247,16 @@ inline const std::string& Version_Name(T enum_t_value) { Version_descriptor(), enum_t_value); } inline bool Version_Parse( - const std::string& name, Version* value) { + ::PROTOBUF_NAMESPACE_ID::ConstStringParam name, Version* value) { return ::PROTOBUF_NAMESPACE_ID::internal::ParseNamedEnum( Version_descriptor(), name, value); } // =================================================================== -class AttributeProto : +class AttributeProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.AttributeProto) */ { public: - AttributeProto(); + inline AttributeProto() : AttributeProto(nullptr) {} virtual ~AttributeProto(); AttributeProto(const AttributeProto& from); @@ -271,7 +270,7 @@ class AttributeProto : return *this; } inline AttributeProto& operator=(AttributeProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -280,10 +279,10 @@ class AttributeProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -297,7 +296,6 @@ class AttributeProto : } static const AttributeProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const AttributeProto* internal_default_instance() { return reinterpret_cast( &_AttributeProto_default_instance_); @@ -310,6 +308,15 @@ class AttributeProto : } inline void Swap(AttributeProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(AttributeProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -344,13 +351,11 @@ class AttributeProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.AttributeProto"; } + protected: + explicit AttributeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -411,7 +416,7 @@ class AttributeProto : "Incorrect type passed to function AttributeType_Name."); return AttributeProto_AttributeType_Name(enum_t_value); } - static inline bool AttributeType_Parse(const std::string& name, + static inline bool AttributeType_Parse(::PROTOBUF_NAMESPACE_ID::ConstStringParam name, AttributeType* value) { return AttributeProto_AttributeType_Parse(name, value); } @@ -652,6 +657,9 @@ class AttributeProto : const ::onnx::TensorProto& _internal_t() const; ::onnx::TensorProto* _internal_mutable_t(); public: + void unsafe_arena_set_allocated_t( + ::onnx::TensorProto* t); + ::onnx::TensorProto* unsafe_arena_release_t(); // optional .onnx.GraphProto g = 6; bool has_g() const; @@ -667,6 +675,9 @@ class AttributeProto : const ::onnx::GraphProto& _internal_g() const; ::onnx::GraphProto* _internal_mutable_g(); public: + void unsafe_arena_set_allocated_g( + ::onnx::GraphProto* g); + ::onnx::GraphProto* unsafe_arena_release_g(); // optional .onnx.SparseTensorProto sparse_tensor = 22; bool has_sparse_tensor() const; @@ -682,6 +693,9 @@ class AttributeProto : const ::onnx::SparseTensorProto& _internal_sparse_tensor() const; ::onnx::SparseTensorProto* _internal_mutable_sparse_tensor(); public: + void unsafe_arena_set_allocated_sparse_tensor( + ::onnx::SparseTensorProto* sparse_tensor); + ::onnx::SparseTensorProto* unsafe_arena_release_sparse_tensor(); // optional int64 i = 3; bool has_i() const; @@ -726,7 +740,9 @@ class AttributeProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< float > floats_; @@ -749,10 +765,10 @@ class AttributeProto : }; // ------------------------------------------------------------------- -class ValueInfoProto : +class ValueInfoProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.ValueInfoProto) */ { public: - ValueInfoProto(); + inline ValueInfoProto() : ValueInfoProto(nullptr) {} virtual ~ValueInfoProto(); ValueInfoProto(const ValueInfoProto& from); @@ -766,7 +782,7 @@ class ValueInfoProto : return *this; } inline ValueInfoProto& operator=(ValueInfoProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -775,10 +791,10 @@ class ValueInfoProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -792,7 +808,6 @@ class ValueInfoProto : } static const ValueInfoProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const ValueInfoProto* internal_default_instance() { return reinterpret_cast( &_ValueInfoProto_default_instance_); @@ -805,6 +820,15 @@ class ValueInfoProto : } inline void Swap(ValueInfoProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(ValueInfoProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -839,13 +863,11 @@ class ValueInfoProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.ValueInfoProto"; } + protected: + explicit ValueInfoProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -920,12 +942,17 @@ class ValueInfoProto : const ::onnx::TypeProto& _internal_type() const; ::onnx::TypeProto* _internal_mutable_type(); public: + void unsafe_arena_set_allocated_type( + ::onnx::TypeProto* type); + ::onnx::TypeProto* unsafe_arena_release_type(); // @@protoc_insertion_point(class_scope:onnx.ValueInfoProto) private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr name_; @@ -935,10 +962,10 @@ class ValueInfoProto : }; // ------------------------------------------------------------------- -class NodeProto : +class NodeProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.NodeProto) */ { public: - NodeProto(); + inline NodeProto() : NodeProto(nullptr) {} virtual ~NodeProto(); NodeProto(const NodeProto& from); @@ -952,7 +979,7 @@ class NodeProto : return *this; } inline NodeProto& operator=(NodeProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -961,10 +988,10 @@ class NodeProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -978,7 +1005,6 @@ class NodeProto : } static const NodeProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const NodeProto* internal_default_instance() { return reinterpret_cast( &_NodeProto_default_instance_); @@ -991,6 +1017,15 @@ class NodeProto : } inline void Swap(NodeProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(NodeProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1025,13 +1060,11 @@ class NodeProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.NodeProto"; } + protected: + explicit NodeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1206,7 +1239,9 @@ class NodeProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField input_; @@ -1220,10 +1255,10 @@ class NodeProto : }; // ------------------------------------------------------------------- -class ModelProto : +class ModelProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.ModelProto) */ { public: - ModelProto(); + inline ModelProto() : ModelProto(nullptr) {} virtual ~ModelProto(); ModelProto(const ModelProto& from); @@ -1237,7 +1272,7 @@ class ModelProto : return *this; } inline ModelProto& operator=(ModelProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1246,10 +1281,10 @@ class ModelProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1263,7 +1298,6 @@ class ModelProto : } static const ModelProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const ModelProto* internal_default_instance() { return reinterpret_cast( &_ModelProto_default_instance_); @@ -1276,6 +1310,15 @@ class ModelProto : } inline void Swap(ModelProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(ModelProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1310,13 +1353,11 @@ class ModelProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.ModelProto"; } + protected: + explicit ModelProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1473,6 +1514,9 @@ class ModelProto : const ::onnx::GraphProto& _internal_graph() const; ::onnx::GraphProto* _internal_mutable_graph(); public: + void unsafe_arena_set_allocated_graph( + ::onnx::GraphProto* graph); + ::onnx::GraphProto* unsafe_arena_release_graph(); // optional int64 ir_version = 1; bool has_ir_version() const; @@ -1504,7 +1548,9 @@ class ModelProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::OperatorSetIdProto > opset_import_; @@ -1520,10 +1566,10 @@ class ModelProto : }; // ------------------------------------------------------------------- -class StringStringEntryProto : +class StringStringEntryProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.StringStringEntryProto) */ { public: - StringStringEntryProto(); + inline StringStringEntryProto() : StringStringEntryProto(nullptr) {} virtual ~StringStringEntryProto(); StringStringEntryProto(const StringStringEntryProto& from); @@ -1537,7 +1583,7 @@ class StringStringEntryProto : return *this; } inline StringStringEntryProto& operator=(StringStringEntryProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1546,10 +1592,10 @@ class StringStringEntryProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1563,7 +1609,6 @@ class StringStringEntryProto : } static const StringStringEntryProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const StringStringEntryProto* internal_default_instance() { return reinterpret_cast( &_StringStringEntryProto_default_instance_); @@ -1576,6 +1621,15 @@ class StringStringEntryProto : } inline void Swap(StringStringEntryProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(StringStringEntryProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1610,13 +1664,11 @@ class StringStringEntryProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.StringStringEntryProto"; } + protected: + explicit StringStringEntryProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1680,7 +1732,9 @@ class StringStringEntryProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr key_; @@ -1689,10 +1743,10 @@ class StringStringEntryProto : }; // ------------------------------------------------------------------- -class TensorAnnotation : +class TensorAnnotation PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorAnnotation) */ { public: - TensorAnnotation(); + inline TensorAnnotation() : TensorAnnotation(nullptr) {} virtual ~TensorAnnotation(); TensorAnnotation(const TensorAnnotation& from); @@ -1706,7 +1760,7 @@ class TensorAnnotation : return *this; } inline TensorAnnotation& operator=(TensorAnnotation&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1715,10 +1769,10 @@ class TensorAnnotation : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1732,7 +1786,6 @@ class TensorAnnotation : } static const TensorAnnotation& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorAnnotation* internal_default_instance() { return reinterpret_cast( &_TensorAnnotation_default_instance_); @@ -1745,6 +1798,15 @@ class TensorAnnotation : } inline void Swap(TensorAnnotation* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorAnnotation* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1779,13 +1841,11 @@ class TensorAnnotation : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorAnnotation"; } + protected: + explicit TensorAnnotation(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1847,7 +1907,9 @@ class TensorAnnotation : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::StringStringEntryProto > quant_parameter_tensor_names_; @@ -1856,10 +1918,10 @@ class TensorAnnotation : }; // ------------------------------------------------------------------- -class GraphProto : +class GraphProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.GraphProto) */ { public: - GraphProto(); + inline GraphProto() : GraphProto(nullptr) {} virtual ~GraphProto(); GraphProto(const GraphProto& from); @@ -1873,7 +1935,7 @@ class GraphProto : return *this; } inline GraphProto& operator=(GraphProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1882,10 +1944,10 @@ class GraphProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1899,7 +1961,6 @@ class GraphProto : } static const GraphProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const GraphProto* internal_default_instance() { return reinterpret_cast( &_GraphProto_default_instance_); @@ -1912,6 +1973,15 @@ class GraphProto : } inline void Swap(GraphProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(GraphProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1946,13 +2016,11 @@ class GraphProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.GraphProto"; } + protected: + explicit GraphProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2149,7 +2217,9 @@ class GraphProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::NodeProto > node_; @@ -2165,10 +2235,10 @@ class GraphProto : }; // ------------------------------------------------------------------- -class TensorProto_Segment : +class TensorProto_Segment PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorProto.Segment) */ { public: - TensorProto_Segment(); + inline TensorProto_Segment() : TensorProto_Segment(nullptr) {} virtual ~TensorProto_Segment(); TensorProto_Segment(const TensorProto_Segment& from); @@ -2182,7 +2252,7 @@ class TensorProto_Segment : return *this; } inline TensorProto_Segment& operator=(TensorProto_Segment&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2191,10 +2261,10 @@ class TensorProto_Segment : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2208,7 +2278,6 @@ class TensorProto_Segment : } static const TensorProto_Segment& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorProto_Segment* internal_default_instance() { return reinterpret_cast( &_TensorProto_Segment_default_instance_); @@ -2221,6 +2290,15 @@ class TensorProto_Segment : } inline void Swap(TensorProto_Segment* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorProto_Segment* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2255,13 +2333,11 @@ class TensorProto_Segment : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorProto.Segment"; } + protected: + explicit TensorProto_Segment(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2311,7 +2387,9 @@ class TensorProto_Segment : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::int64 begin_; @@ -2320,10 +2398,10 @@ class TensorProto_Segment : }; // ------------------------------------------------------------------- -class TensorProto : +class TensorProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorProto) */ { public: - TensorProto(); + inline TensorProto() : TensorProto(nullptr) {} virtual ~TensorProto(); TensorProto(const TensorProto& from); @@ -2337,7 +2415,7 @@ class TensorProto : return *this; } inline TensorProto& operator=(TensorProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2346,10 +2424,10 @@ class TensorProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2363,7 +2441,6 @@ class TensorProto : } static const TensorProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorProto* internal_default_instance() { return reinterpret_cast( &_TensorProto_default_instance_); @@ -2376,6 +2453,15 @@ class TensorProto : } inline void Swap(TensorProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2410,13 +2496,11 @@ class TensorProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorProto"; } + protected: + explicit TensorProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2487,7 +2571,7 @@ class TensorProto : "Incorrect type passed to function DataType_Name."); return TensorProto_DataType_Name(enum_t_value); } - static inline bool DataType_Parse(const std::string& name, + static inline bool DataType_Parse(::PROTOBUF_NAMESPACE_ID::ConstStringParam name, DataType* value) { return TensorProto_DataType_Parse(name, value); } @@ -2517,7 +2601,7 @@ class TensorProto : "Incorrect type passed to function DataLocation_Name."); return TensorProto_DataLocation_Name(enum_t_value); } - static inline bool DataLocation_Parse(const std::string& name, + static inline bool DataLocation_Parse(::PROTOBUF_NAMESPACE_ID::ConstStringParam name, DataLocation* value) { return TensorProto_DataLocation_Parse(name, value); } @@ -2788,6 +2872,9 @@ class TensorProto : const ::onnx::TensorProto_Segment& _internal_segment() const; ::onnx::TensorProto_Segment* _internal_mutable_segment(); public: + void unsafe_arena_set_allocated_segment( + ::onnx::TensorProto_Segment* segment); + ::onnx::TensorProto_Segment* unsafe_arena_release_segment(); // optional int32 data_type = 2; bool has_data_type() const; @@ -2819,7 +2906,9 @@ class TensorProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< ::PROTOBUF_NAMESPACE_ID::int64 > dims_; @@ -2845,10 +2934,10 @@ class TensorProto : }; // ------------------------------------------------------------------- -class SparseTensorProto : +class SparseTensorProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.SparseTensorProto) */ { public: - SparseTensorProto(); + inline SparseTensorProto() : SparseTensorProto(nullptr) {} virtual ~SparseTensorProto(); SparseTensorProto(const SparseTensorProto& from); @@ -2862,7 +2951,7 @@ class SparseTensorProto : return *this; } inline SparseTensorProto& operator=(SparseTensorProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2871,10 +2960,10 @@ class SparseTensorProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2888,7 +2977,6 @@ class SparseTensorProto : } static const SparseTensorProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const SparseTensorProto* internal_default_instance() { return reinterpret_cast( &_SparseTensorProto_default_instance_); @@ -2901,6 +2989,15 @@ class SparseTensorProto : } inline void Swap(SparseTensorProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(SparseTensorProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2935,13 +3032,11 @@ class SparseTensorProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.SparseTensorProto"; } + protected: + explicit SparseTensorProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2998,6 +3093,9 @@ class SparseTensorProto : const ::onnx::TensorProto& _internal_values() const; ::onnx::TensorProto* _internal_mutable_values(); public: + void unsafe_arena_set_allocated_values( + ::onnx::TensorProto* values); + ::onnx::TensorProto* unsafe_arena_release_values(); // optional .onnx.TensorProto indices = 2; bool has_indices() const; @@ -3013,12 +3111,17 @@ class SparseTensorProto : const ::onnx::TensorProto& _internal_indices() const; ::onnx::TensorProto* _internal_mutable_indices(); public: + void unsafe_arena_set_allocated_indices( + ::onnx::TensorProto* indices); + ::onnx::TensorProto* unsafe_arena_release_indices(); // @@protoc_insertion_point(class_scope:onnx.SparseTensorProto) private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< ::PROTOBUF_NAMESPACE_ID::int64 > dims_; @@ -3028,10 +3131,10 @@ class SparseTensorProto : }; // ------------------------------------------------------------------- -class TensorShapeProto_Dimension : +class TensorShapeProto_Dimension PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorShapeProto.Dimension) */ { public: - TensorShapeProto_Dimension(); + inline TensorShapeProto_Dimension() : TensorShapeProto_Dimension(nullptr) {} virtual ~TensorShapeProto_Dimension(); TensorShapeProto_Dimension(const TensorShapeProto_Dimension& from); @@ -3045,7 +3148,7 @@ class TensorShapeProto_Dimension : return *this; } inline TensorShapeProto_Dimension& operator=(TensorShapeProto_Dimension&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3054,10 +3157,10 @@ class TensorShapeProto_Dimension : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3077,7 +3180,6 @@ class TensorShapeProto_Dimension : VALUE_NOT_SET = 0, }; - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorShapeProto_Dimension* internal_default_instance() { return reinterpret_cast( &_TensorShapeProto_Dimension_default_instance_); @@ -3090,6 +3192,15 @@ class TensorShapeProto_Dimension : } inline void Swap(TensorShapeProto_Dimension* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorShapeProto_Dimension* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3124,13 +3235,11 @@ class TensorShapeProto_Dimension : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorShapeProto.Dimension"; } + protected: + explicit TensorShapeProto_Dimension(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3171,7 +3280,7 @@ class TensorShapeProto_Dimension : std::string* _internal_mutable_denotation(); public: - // optional int64 dim_value = 1; + // int64 dim_value = 1; bool has_dim_value() const; private: bool _internal_has_dim_value() const; @@ -3184,7 +3293,7 @@ class TensorShapeProto_Dimension : void _internal_set_dim_value(::PROTOBUF_NAMESPACE_ID::int64 value); public: - // optional string dim_param = 2; + // string dim_param = 2; bool has_dim_param() const; private: bool _internal_has_dim_param() const; @@ -3215,7 +3324,9 @@ class TensorShapeProto_Dimension : inline bool has_value() const; inline void clear_has_value(); - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr denotation_; @@ -3230,10 +3341,10 @@ class TensorShapeProto_Dimension : }; // ------------------------------------------------------------------- -class TensorShapeProto : +class TensorShapeProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorShapeProto) */ { public: - TensorShapeProto(); + inline TensorShapeProto() : TensorShapeProto(nullptr) {} virtual ~TensorShapeProto(); TensorShapeProto(const TensorShapeProto& from); @@ -3247,7 +3358,7 @@ class TensorShapeProto : return *this; } inline TensorShapeProto& operator=(TensorShapeProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3256,10 +3367,10 @@ class TensorShapeProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3273,7 +3384,6 @@ class TensorShapeProto : } static const TensorShapeProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorShapeProto* internal_default_instance() { return reinterpret_cast( &_TensorShapeProto_default_instance_); @@ -3286,6 +3396,15 @@ class TensorShapeProto : } inline void Swap(TensorShapeProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TensorShapeProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3320,13 +3439,11 @@ class TensorShapeProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorShapeProto"; } + protected: + explicit TensorShapeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3369,18 +3486,19 @@ class TensorShapeProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; - ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; - mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::TensorShapeProto_Dimension > dim_; + mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; friend struct ::TableStruct_onnx_2eproto; }; // ------------------------------------------------------------------- -class TypeProto_Tensor : +class TypeProto_Tensor PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Tensor) */ { public: - TypeProto_Tensor(); + inline TypeProto_Tensor() : TypeProto_Tensor(nullptr) {} virtual ~TypeProto_Tensor(); TypeProto_Tensor(const TypeProto_Tensor& from); @@ -3394,7 +3512,7 @@ class TypeProto_Tensor : return *this; } inline TypeProto_Tensor& operator=(TypeProto_Tensor&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3403,10 +3521,10 @@ class TypeProto_Tensor : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3420,7 +3538,6 @@ class TypeProto_Tensor : } static const TypeProto_Tensor& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TypeProto_Tensor* internal_default_instance() { return reinterpret_cast( &_TypeProto_Tensor_default_instance_); @@ -3433,6 +3550,15 @@ class TypeProto_Tensor : } inline void Swap(TypeProto_Tensor* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TypeProto_Tensor* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3467,13 +3593,11 @@ class TypeProto_Tensor : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Tensor"; } + protected: + explicit TypeProto_Tensor(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3507,6 +3631,9 @@ class TypeProto_Tensor : const ::onnx::TensorShapeProto& _internal_shape() const; ::onnx::TensorShapeProto* _internal_mutable_shape(); public: + void unsafe_arena_set_allocated_shape( + ::onnx::TensorShapeProto* shape); + ::onnx::TensorShapeProto* unsafe_arena_release_shape(); // optional int32 elem_type = 1; bool has_elem_type() const; @@ -3525,7 +3652,9 @@ class TypeProto_Tensor : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TensorShapeProto* shape_; @@ -3534,10 +3663,10 @@ class TypeProto_Tensor : }; // ------------------------------------------------------------------- -class TypeProto_Sequence : +class TypeProto_Sequence PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Sequence) */ { public: - TypeProto_Sequence(); + inline TypeProto_Sequence() : TypeProto_Sequence(nullptr) {} virtual ~TypeProto_Sequence(); TypeProto_Sequence(const TypeProto_Sequence& from); @@ -3551,7 +3680,7 @@ class TypeProto_Sequence : return *this; } inline TypeProto_Sequence& operator=(TypeProto_Sequence&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3560,10 +3689,10 @@ class TypeProto_Sequence : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3577,7 +3706,6 @@ class TypeProto_Sequence : } static const TypeProto_Sequence& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TypeProto_Sequence* internal_default_instance() { return reinterpret_cast( &_TypeProto_Sequence_default_instance_); @@ -3590,6 +3718,15 @@ class TypeProto_Sequence : } inline void Swap(TypeProto_Sequence* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TypeProto_Sequence* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3624,13 +3761,11 @@ class TypeProto_Sequence : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Sequence"; } + protected: + explicit TypeProto_Sequence(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3663,12 +3798,17 @@ class TypeProto_Sequence : const ::onnx::TypeProto& _internal_elem_type() const; ::onnx::TypeProto* _internal_mutable_elem_type(); public: + void unsafe_arena_set_allocated_elem_type( + ::onnx::TypeProto* elem_type); + ::onnx::TypeProto* unsafe_arena_release_elem_type(); // @@protoc_insertion_point(class_scope:onnx.TypeProto.Sequence) private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TypeProto* elem_type_; @@ -3676,10 +3816,10 @@ class TypeProto_Sequence : }; // ------------------------------------------------------------------- -class TypeProto_Map : +class TypeProto_Map PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Map) */ { public: - TypeProto_Map(); + inline TypeProto_Map() : TypeProto_Map(nullptr) {} virtual ~TypeProto_Map(); TypeProto_Map(const TypeProto_Map& from); @@ -3693,7 +3833,7 @@ class TypeProto_Map : return *this; } inline TypeProto_Map& operator=(TypeProto_Map&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3702,10 +3842,10 @@ class TypeProto_Map : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3719,7 +3859,6 @@ class TypeProto_Map : } static const TypeProto_Map& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TypeProto_Map* internal_default_instance() { return reinterpret_cast( &_TypeProto_Map_default_instance_); @@ -3732,6 +3871,15 @@ class TypeProto_Map : } inline void Swap(TypeProto_Map* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TypeProto_Map* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3766,13 +3914,11 @@ class TypeProto_Map : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Map"; } + protected: + explicit TypeProto_Map(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3806,6 +3952,9 @@ class TypeProto_Map : const ::onnx::TypeProto& _internal_value_type() const; ::onnx::TypeProto* _internal_mutable_value_type(); public: + void unsafe_arena_set_allocated_value_type( + ::onnx::TypeProto* value_type); + ::onnx::TypeProto* unsafe_arena_release_value_type(); // optional int32 key_type = 1; bool has_key_type() const; @@ -3824,7 +3973,9 @@ class TypeProto_Map : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TypeProto* value_type_; @@ -3833,10 +3984,10 @@ class TypeProto_Map : }; // ------------------------------------------------------------------- -class TypeProto : +class TypeProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto) */ { public: - TypeProto(); + inline TypeProto() : TypeProto(nullptr) {} virtual ~TypeProto(); TypeProto(const TypeProto& from); @@ -3850,7 +4001,7 @@ class TypeProto : return *this; } inline TypeProto& operator=(TypeProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3859,10 +4010,10 @@ class TypeProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3883,7 +4034,6 @@ class TypeProto : VALUE_NOT_SET = 0, }; - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TypeProto* internal_default_instance() { return reinterpret_cast( &_TypeProto_default_instance_); @@ -3896,6 +4046,15 @@ class TypeProto : } inline void Swap(TypeProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(TypeProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3930,13 +4089,11 @@ class TypeProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto"; } + protected: + explicit TypeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3982,7 +4139,7 @@ class TypeProto : std::string* _internal_mutable_denotation(); public: - // optional .onnx.TypeProto.Tensor tensor_type = 1; + // .onnx.TypeProto.Tensor tensor_type = 1; bool has_tensor_type() const; private: bool _internal_has_tensor_type() const; @@ -3996,8 +4153,11 @@ class TypeProto : const ::onnx::TypeProto_Tensor& _internal_tensor_type() const; ::onnx::TypeProto_Tensor* _internal_mutable_tensor_type(); public: + void unsafe_arena_set_allocated_tensor_type( + ::onnx::TypeProto_Tensor* tensor_type); + ::onnx::TypeProto_Tensor* unsafe_arena_release_tensor_type(); - // optional .onnx.TypeProto.Sequence sequence_type = 4; + // .onnx.TypeProto.Sequence sequence_type = 4; bool has_sequence_type() const; private: bool _internal_has_sequence_type() const; @@ -4011,8 +4171,11 @@ class TypeProto : const ::onnx::TypeProto_Sequence& _internal_sequence_type() const; ::onnx::TypeProto_Sequence* _internal_mutable_sequence_type(); public: + void unsafe_arena_set_allocated_sequence_type( + ::onnx::TypeProto_Sequence* sequence_type); + ::onnx::TypeProto_Sequence* unsafe_arena_release_sequence_type(); - // optional .onnx.TypeProto.Map map_type = 5; + // .onnx.TypeProto.Map map_type = 5; bool has_map_type() const; private: bool _internal_has_map_type() const; @@ -4026,6 +4189,9 @@ class TypeProto : const ::onnx::TypeProto_Map& _internal_map_type() const; ::onnx::TypeProto_Map* _internal_mutable_map_type(); public: + void unsafe_arena_set_allocated_map_type( + ::onnx::TypeProto_Map* map_type); + ::onnx::TypeProto_Map* unsafe_arena_release_map_type(); void clear_value(); ValueCase value_case() const; @@ -4039,7 +4205,9 @@ class TypeProto : inline bool has_value() const; inline void clear_has_value(); - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr denotation_; @@ -4055,10 +4223,10 @@ class TypeProto : }; // ------------------------------------------------------------------- -class OperatorSetIdProto : +class OperatorSetIdProto PROTOBUF_FINAL : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.OperatorSetIdProto) */ { public: - OperatorSetIdProto(); + inline OperatorSetIdProto() : OperatorSetIdProto(nullptr) {} virtual ~OperatorSetIdProto(); OperatorSetIdProto(const OperatorSetIdProto& from); @@ -4072,7 +4240,7 @@ class OperatorSetIdProto : return *this; } inline OperatorSetIdProto& operator=(OperatorSetIdProto&& from) noexcept { - if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { + if (GetArena() == from.GetArena()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -4081,10 +4249,10 @@ class OperatorSetIdProto : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields(); + return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields(); + return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -4098,7 +4266,6 @@ class OperatorSetIdProto : } static const OperatorSetIdProto& default_instance(); - static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const OperatorSetIdProto* internal_default_instance() { return reinterpret_cast( &_OperatorSetIdProto_default_instance_); @@ -4111,6 +4278,15 @@ class OperatorSetIdProto : } inline void Swap(OperatorSetIdProto* other) { if (other == this) return; + if (GetArena() == other->GetArena()) { + InternalSwap(other); + } else { + ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); + } + } + void UnsafeArenaSwap(OperatorSetIdProto* other) { + if (other == this) return; + GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -4145,13 +4321,11 @@ class OperatorSetIdProto : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.OperatorSetIdProto"; } + protected: + explicit OperatorSetIdProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { - return nullptr; - } - inline void* MaybeArenaPtr() const { - return nullptr; - } + static void ArenaDtor(void* object); + inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -4208,7 +4382,9 @@ class OperatorSetIdProto : private: class _Internal; - ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; + typedef void InternalArenaConstructable_; + typedef void DestructorSkippable_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr domain_; @@ -4235,7 +4411,7 @@ inline bool AttributeProto::has_name() const { return _internal_has_name(); } inline void AttributeProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& AttributeProto::name() const { @@ -4251,33 +4427,34 @@ inline std::string* AttributeProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& AttributeProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void AttributeProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void AttributeProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.name) } inline void AttributeProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.name) } -inline void AttributeProto::set_name(const char* value, size_t size) { +inline void AttributeProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.name) } inline std::string* AttributeProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* AttributeProto::release_name() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.name) @@ -4285,7 +4462,7 @@ inline std::string* AttributeProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void AttributeProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -4293,7 +4470,8 @@ inline void AttributeProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.name) } @@ -4306,7 +4484,7 @@ inline bool AttributeProto::has_ref_attr_name() const { return _internal_has_ref_attr_name(); } inline void AttributeProto::clear_ref_attr_name() { - ref_attr_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + ref_attr_name_.ClearToEmpty(); _has_bits_[0] &= ~0x00000008u; } inline const std::string& AttributeProto::ref_attr_name() const { @@ -4322,33 +4500,34 @@ inline std::string* AttributeProto::mutable_ref_attr_name() { return _internal_mutable_ref_attr_name(); } inline const std::string& AttributeProto::_internal_ref_attr_name() const { - return ref_attr_name_.GetNoArena(); + return ref_attr_name_.Get(); } inline void AttributeProto::_internal_set_ref_attr_name(const std::string& value) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + ref_attr_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void AttributeProto::set_ref_attr_name(std::string&& value) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + ref_attr_name_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.ref_attr_name) } inline void AttributeProto::set_ref_attr_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + ref_attr_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.ref_attr_name) } -inline void AttributeProto::set_ref_attr_name(const char* value, size_t size) { +inline void AttributeProto::set_ref_attr_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + ref_attr_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.ref_attr_name) } inline std::string* AttributeProto::_internal_mutable_ref_attr_name() { _has_bits_[0] |= 0x00000008u; - return ref_attr_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return ref_attr_name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* AttributeProto::release_ref_attr_name() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.ref_attr_name) @@ -4356,7 +4535,7 @@ inline std::string* AttributeProto::release_ref_attr_name() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return ref_attr_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return ref_attr_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void AttributeProto::set_allocated_ref_attr_name(std::string* ref_attr_name) { if (ref_attr_name != nullptr) { @@ -4364,7 +4543,8 @@ inline void AttributeProto::set_allocated_ref_attr_name(std::string* ref_attr_na } else { _has_bits_[0] &= ~0x00000008u; } - ref_attr_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ref_attr_name); + ref_attr_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ref_attr_name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.ref_attr_name) } @@ -4377,7 +4557,7 @@ inline bool AttributeProto::has_doc_string() const { return _internal_has_doc_string(); } inline void AttributeProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(); _has_bits_[0] &= ~0x00000004u; } inline const std::string& AttributeProto::doc_string() const { @@ -4393,33 +4573,34 @@ inline std::string* AttributeProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& AttributeProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void AttributeProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void AttributeProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.doc_string) } inline void AttributeProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.doc_string) } -inline void AttributeProto::set_doc_string(const char* value, size_t size) { +inline void AttributeProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.doc_string) } inline std::string* AttributeProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* AttributeProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.doc_string) @@ -4427,7 +4608,7 @@ inline std::string* AttributeProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void AttributeProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -4435,7 +4616,8 @@ inline void AttributeProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.doc_string) } @@ -4533,7 +4715,7 @@ inline bool AttributeProto::has_s() const { return _internal_has_s(); } inline void AttributeProto::clear_s() { - s_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + s_.ClearToEmpty(); _has_bits_[0] &= ~0x00000002u; } inline const std::string& AttributeProto::s() const { @@ -4549,33 +4731,34 @@ inline std::string* AttributeProto::mutable_s() { return _internal_mutable_s(); } inline const std::string& AttributeProto::_internal_s() const { - return s_.GetNoArena(); + return s_.Get(); } inline void AttributeProto::_internal_set_s(const std::string& value) { _has_bits_[0] |= 0x00000002u; - s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + s_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void AttributeProto::set_s(std::string&& value) { _has_bits_[0] |= 0x00000002u; - s_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + s_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.s) } inline void AttributeProto::set_s(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + s_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.s) } -inline void AttributeProto::set_s(const void* value, size_t size) { +inline void AttributeProto::set_s(const void* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + s_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.s) } inline std::string* AttributeProto::_internal_mutable_s() { _has_bits_[0] |= 0x00000002u; - return s_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return s_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* AttributeProto::release_s() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.s) @@ -4583,7 +4766,7 @@ inline std::string* AttributeProto::release_s() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return s_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return s_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void AttributeProto::set_allocated_s(std::string* s) { if (s != nullptr) { @@ -4591,7 +4774,8 @@ inline void AttributeProto::set_allocated_s(std::string* s) { } else { _has_bits_[0] &= ~0x00000002u; } - s_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), s); + s_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), s, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.s) } @@ -4610,14 +4794,36 @@ inline void AttributeProto::clear_t() { } inline const ::onnx::TensorProto& AttributeProto::_internal_t() const { const ::onnx::TensorProto* p = t_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_TensorProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_TensorProto_default_instance_); } inline const ::onnx::TensorProto& AttributeProto::t() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.t) return _internal_t(); } +inline void AttributeProto::unsafe_arena_set_allocated_t( + ::onnx::TensorProto* t) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(t_); + } + t_ = t; + if (t) { + _has_bits_[0] |= 0x00000010u; + } else { + _has_bits_[0] &= ~0x00000010u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.t) +} inline ::onnx::TensorProto* AttributeProto::release_t() { + _has_bits_[0] &= ~0x00000010u; + ::onnx::TensorProto* temp = t_; + t_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorProto* AttributeProto::unsafe_arena_release_t() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.t) _has_bits_[0] &= ~0x00000010u; ::onnx::TensorProto* temp = t_; @@ -4627,7 +4833,7 @@ inline ::onnx::TensorProto* AttributeProto::release_t() { inline ::onnx::TensorProto* AttributeProto::_internal_mutable_t() { _has_bits_[0] |= 0x00000010u; if (t_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); t_ = p; } return t_; @@ -4637,12 +4843,13 @@ inline ::onnx::TensorProto* AttributeProto::mutable_t() { return _internal_mutable_t(); } inline void AttributeProto::set_allocated_t(::onnx::TensorProto* t) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete t_; } if (t) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(t); if (message_arena != submessage_arena) { t = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, t, submessage_arena); @@ -4670,14 +4877,36 @@ inline void AttributeProto::clear_g() { } inline const ::onnx::GraphProto& AttributeProto::_internal_g() const { const ::onnx::GraphProto* p = g_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_GraphProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_GraphProto_default_instance_); } inline const ::onnx::GraphProto& AttributeProto::g() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.g) return _internal_g(); } +inline void AttributeProto::unsafe_arena_set_allocated_g( + ::onnx::GraphProto* g) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(g_); + } + g_ = g; + if (g) { + _has_bits_[0] |= 0x00000020u; + } else { + _has_bits_[0] &= ~0x00000020u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.g) +} inline ::onnx::GraphProto* AttributeProto::release_g() { + _has_bits_[0] &= ~0x00000020u; + ::onnx::GraphProto* temp = g_; + g_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::GraphProto* AttributeProto::unsafe_arena_release_g() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.g) _has_bits_[0] &= ~0x00000020u; ::onnx::GraphProto* temp = g_; @@ -4687,7 +4916,7 @@ inline ::onnx::GraphProto* AttributeProto::release_g() { inline ::onnx::GraphProto* AttributeProto::_internal_mutable_g() { _has_bits_[0] |= 0x00000020u; if (g_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArena()); g_ = p; } return g_; @@ -4697,12 +4926,13 @@ inline ::onnx::GraphProto* AttributeProto::mutable_g() { return _internal_mutable_g(); } inline void AttributeProto::set_allocated_g(::onnx::GraphProto* g) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete g_; } if (g) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(g); if (message_arena != submessage_arena) { g = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, g, submessage_arena); @@ -4730,14 +4960,36 @@ inline void AttributeProto::clear_sparse_tensor() { } inline const ::onnx::SparseTensorProto& AttributeProto::_internal_sparse_tensor() const { const ::onnx::SparseTensorProto* p = sparse_tensor_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_SparseTensorProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_SparseTensorProto_default_instance_); } inline const ::onnx::SparseTensorProto& AttributeProto::sparse_tensor() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.sparse_tensor) return _internal_sparse_tensor(); } +inline void AttributeProto::unsafe_arena_set_allocated_sparse_tensor( + ::onnx::SparseTensorProto* sparse_tensor) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(sparse_tensor_); + } + sparse_tensor_ = sparse_tensor; + if (sparse_tensor) { + _has_bits_[0] |= 0x00000040u; + } else { + _has_bits_[0] &= ~0x00000040u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.sparse_tensor) +} inline ::onnx::SparseTensorProto* AttributeProto::release_sparse_tensor() { + _has_bits_[0] &= ~0x00000040u; + ::onnx::SparseTensorProto* temp = sparse_tensor_; + sparse_tensor_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::SparseTensorProto* AttributeProto::unsafe_arena_release_sparse_tensor() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.sparse_tensor) _has_bits_[0] &= ~0x00000040u; ::onnx::SparseTensorProto* temp = sparse_tensor_; @@ -4747,7 +4999,7 @@ inline ::onnx::SparseTensorProto* AttributeProto::release_sparse_tensor() { inline ::onnx::SparseTensorProto* AttributeProto::_internal_mutable_sparse_tensor() { _has_bits_[0] |= 0x00000040u; if (sparse_tensor_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::SparseTensorProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::SparseTensorProto>(GetArena()); sparse_tensor_ = p; } return sparse_tensor_; @@ -4757,12 +5009,13 @@ inline ::onnx::SparseTensorProto* AttributeProto::mutable_sparse_tensor() { return _internal_mutable_sparse_tensor(); } inline void AttributeProto::set_allocated_sparse_tensor(::onnx::SparseTensorProto* sparse_tensor) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete sparse_tensor_; } if (sparse_tensor) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(sparse_tensor); if (message_arena != submessage_arena) { sparse_tensor = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, sparse_tensor, submessage_arena); @@ -5073,7 +5326,7 @@ inline bool ValueInfoProto::has_name() const { return _internal_has_name(); } inline void ValueInfoProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& ValueInfoProto::name() const { @@ -5089,33 +5342,34 @@ inline std::string* ValueInfoProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& ValueInfoProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void ValueInfoProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void ValueInfoProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ValueInfoProto.name) } inline void ValueInfoProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ValueInfoProto.name) } -inline void ValueInfoProto::set_name(const char* value, size_t size) { +inline void ValueInfoProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ValueInfoProto.name) } inline std::string* ValueInfoProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* ValueInfoProto::release_name() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.name) @@ -5123,7 +5377,7 @@ inline std::string* ValueInfoProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ValueInfoProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -5131,7 +5385,8 @@ inline void ValueInfoProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ValueInfoProto.name) } @@ -5150,14 +5405,36 @@ inline void ValueInfoProto::clear_type() { } inline const ::onnx::TypeProto& ValueInfoProto::_internal_type() const { const ::onnx::TypeProto* p = type_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_TypeProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_TypeProto_default_instance_); } inline const ::onnx::TypeProto& ValueInfoProto::type() const { // @@protoc_insertion_point(field_get:onnx.ValueInfoProto.type) return _internal_type(); } +inline void ValueInfoProto::unsafe_arena_set_allocated_type( + ::onnx::TypeProto* type) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(type_); + } + type_ = type; + if (type) { + _has_bits_[0] |= 0x00000004u; + } else { + _has_bits_[0] &= ~0x00000004u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ValueInfoProto.type) +} inline ::onnx::TypeProto* ValueInfoProto::release_type() { + _has_bits_[0] &= ~0x00000004u; + ::onnx::TypeProto* temp = type_; + type_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TypeProto* ValueInfoProto::unsafe_arena_release_type() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.type) _has_bits_[0] &= ~0x00000004u; ::onnx::TypeProto* temp = type_; @@ -5167,7 +5444,7 @@ inline ::onnx::TypeProto* ValueInfoProto::release_type() { inline ::onnx::TypeProto* ValueInfoProto::_internal_mutable_type() { _has_bits_[0] |= 0x00000004u; if (type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); type_ = p; } return type_; @@ -5177,12 +5454,13 @@ inline ::onnx::TypeProto* ValueInfoProto::mutable_type() { return _internal_mutable_type(); } inline void ValueInfoProto::set_allocated_type(::onnx::TypeProto* type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete type_; } if (type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(type); if (message_arena != submessage_arena) { type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, type, submessage_arena); @@ -5204,7 +5482,7 @@ inline bool ValueInfoProto::has_doc_string() const { return _internal_has_doc_string(); } inline void ValueInfoProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(); _has_bits_[0] &= ~0x00000002u; } inline const std::string& ValueInfoProto::doc_string() const { @@ -5220,33 +5498,34 @@ inline std::string* ValueInfoProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& ValueInfoProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void ValueInfoProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void ValueInfoProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ValueInfoProto.doc_string) } inline void ValueInfoProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ValueInfoProto.doc_string) } -inline void ValueInfoProto::set_doc_string(const char* value, size_t size) { +inline void ValueInfoProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ValueInfoProto.doc_string) } inline std::string* ValueInfoProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000002u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* ValueInfoProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.doc_string) @@ -5254,7 +5533,7 @@ inline std::string* ValueInfoProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ValueInfoProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -5262,7 +5541,8 @@ inline void ValueInfoProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000002u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ValueInfoProto.doc_string) } @@ -5427,7 +5707,7 @@ inline bool NodeProto::has_name() const { return _internal_has_name(); } inline void NodeProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& NodeProto::name() const { @@ -5443,33 +5723,34 @@ inline std::string* NodeProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& NodeProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void NodeProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void NodeProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.name) } inline void NodeProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.name) } -inline void NodeProto::set_name(const char* value, size_t size) { +inline void NodeProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.name) } inline std::string* NodeProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* NodeProto::release_name() { // @@protoc_insertion_point(field_release:onnx.NodeProto.name) @@ -5477,7 +5758,7 @@ inline std::string* NodeProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void NodeProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -5485,7 +5766,8 @@ inline void NodeProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.name) } @@ -5498,7 +5780,7 @@ inline bool NodeProto::has_op_type() const { return _internal_has_op_type(); } inline void NodeProto::clear_op_type() { - op_type_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + op_type_.ClearToEmpty(); _has_bits_[0] &= ~0x00000002u; } inline const std::string& NodeProto::op_type() const { @@ -5514,33 +5796,34 @@ inline std::string* NodeProto::mutable_op_type() { return _internal_mutable_op_type(); } inline const std::string& NodeProto::_internal_op_type() const { - return op_type_.GetNoArena(); + return op_type_.Get(); } inline void NodeProto::_internal_set_op_type(const std::string& value) { _has_bits_[0] |= 0x00000002u; - op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + op_type_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void NodeProto::set_op_type(std::string&& value) { _has_bits_[0] |= 0x00000002u; - op_type_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + op_type_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.op_type) } inline void NodeProto::set_op_type(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + op_type_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.op_type) } -inline void NodeProto::set_op_type(const char* value, size_t size) { +inline void NodeProto::set_op_type(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + op_type_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.op_type) } inline std::string* NodeProto::_internal_mutable_op_type() { _has_bits_[0] |= 0x00000002u; - return op_type_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return op_type_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* NodeProto::release_op_type() { // @@protoc_insertion_point(field_release:onnx.NodeProto.op_type) @@ -5548,7 +5831,7 @@ inline std::string* NodeProto::release_op_type() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return op_type_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return op_type_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void NodeProto::set_allocated_op_type(std::string* op_type) { if (op_type != nullptr) { @@ -5556,7 +5839,8 @@ inline void NodeProto::set_allocated_op_type(std::string* op_type) { } else { _has_bits_[0] &= ~0x00000002u; } - op_type_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), op_type); + op_type_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), op_type, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.op_type) } @@ -5569,7 +5853,7 @@ inline bool NodeProto::has_domain() const { return _internal_has_domain(); } inline void NodeProto::clear_domain() { - domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + domain_.ClearToEmpty(); _has_bits_[0] &= ~0x00000008u; } inline const std::string& NodeProto::domain() const { @@ -5585,33 +5869,34 @@ inline std::string* NodeProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& NodeProto::_internal_domain() const { - return domain_.GetNoArena(); + return domain_.Get(); } inline void NodeProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000008u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void NodeProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000008u; - domain_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + domain_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.domain) } inline void NodeProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.domain) } -inline void NodeProto::set_domain(const char* value, size_t size) { +inline void NodeProto::set_domain(const char* value, + size_t size) { _has_bits_[0] |= 0x00000008u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.domain) } inline std::string* NodeProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000008u; - return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* NodeProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.NodeProto.domain) @@ -5619,7 +5904,7 @@ inline std::string* NodeProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void NodeProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -5627,7 +5912,8 @@ inline void NodeProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000008u; } - domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); + domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.domain) } @@ -5679,7 +5965,7 @@ inline bool NodeProto::has_doc_string() const { return _internal_has_doc_string(); } inline void NodeProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(); _has_bits_[0] &= ~0x00000004u; } inline const std::string& NodeProto::doc_string() const { @@ -5695,33 +5981,34 @@ inline std::string* NodeProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& NodeProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void NodeProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void NodeProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.doc_string) } inline void NodeProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.doc_string) } -inline void NodeProto::set_doc_string(const char* value, size_t size) { +inline void NodeProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.doc_string) } inline std::string* NodeProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* NodeProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.NodeProto.doc_string) @@ -5729,7 +6016,7 @@ inline std::string* NodeProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void NodeProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -5737,7 +6024,8 @@ inline void NodeProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.doc_string) } @@ -5821,7 +6109,7 @@ inline bool ModelProto::has_producer_name() const { return _internal_has_producer_name(); } inline void ModelProto::clear_producer_name() { - producer_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + producer_name_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& ModelProto::producer_name() const { @@ -5837,33 +6125,34 @@ inline std::string* ModelProto::mutable_producer_name() { return _internal_mutable_producer_name(); } inline const std::string& ModelProto::_internal_producer_name() const { - return producer_name_.GetNoArena(); + return producer_name_.Get(); } inline void ModelProto::_internal_set_producer_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + producer_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void ModelProto::set_producer_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - producer_name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + producer_name_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.producer_name) } inline void ModelProto::set_producer_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + producer_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.producer_name) } -inline void ModelProto::set_producer_name(const char* value, size_t size) { +inline void ModelProto::set_producer_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + producer_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.producer_name) } inline std::string* ModelProto::_internal_mutable_producer_name() { _has_bits_[0] |= 0x00000001u; - return producer_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return producer_name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* ModelProto::release_producer_name() { // @@protoc_insertion_point(field_release:onnx.ModelProto.producer_name) @@ -5871,7 +6160,7 @@ inline std::string* ModelProto::release_producer_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return producer_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return producer_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ModelProto::set_allocated_producer_name(std::string* producer_name) { if (producer_name != nullptr) { @@ -5879,7 +6168,8 @@ inline void ModelProto::set_allocated_producer_name(std::string* producer_name) } else { _has_bits_[0] &= ~0x00000001u; } - producer_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_name); + producer_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.producer_name) } @@ -5892,7 +6182,7 @@ inline bool ModelProto::has_producer_version() const { return _internal_has_producer_version(); } inline void ModelProto::clear_producer_version() { - producer_version_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + producer_version_.ClearToEmpty(); _has_bits_[0] &= ~0x00000002u; } inline const std::string& ModelProto::producer_version() const { @@ -5908,33 +6198,34 @@ inline std::string* ModelProto::mutable_producer_version() { return _internal_mutable_producer_version(); } inline const std::string& ModelProto::_internal_producer_version() const { - return producer_version_.GetNoArena(); + return producer_version_.Get(); } inline void ModelProto::_internal_set_producer_version(const std::string& value) { _has_bits_[0] |= 0x00000002u; - producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + producer_version_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void ModelProto::set_producer_version(std::string&& value) { _has_bits_[0] |= 0x00000002u; - producer_version_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + producer_version_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.producer_version) } inline void ModelProto::set_producer_version(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + producer_version_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.producer_version) } -inline void ModelProto::set_producer_version(const char* value, size_t size) { +inline void ModelProto::set_producer_version(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + producer_version_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.producer_version) } inline std::string* ModelProto::_internal_mutable_producer_version() { _has_bits_[0] |= 0x00000002u; - return producer_version_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return producer_version_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* ModelProto::release_producer_version() { // @@protoc_insertion_point(field_release:onnx.ModelProto.producer_version) @@ -5942,7 +6233,7 @@ inline std::string* ModelProto::release_producer_version() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return producer_version_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return producer_version_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ModelProto::set_allocated_producer_version(std::string* producer_version) { if (producer_version != nullptr) { @@ -5950,7 +6241,8 @@ inline void ModelProto::set_allocated_producer_version(std::string* producer_ver } else { _has_bits_[0] &= ~0x00000002u; } - producer_version_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_version); + producer_version_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_version, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.producer_version) } @@ -5963,7 +6255,7 @@ inline bool ModelProto::has_domain() const { return _internal_has_domain(); } inline void ModelProto::clear_domain() { - domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + domain_.ClearToEmpty(); _has_bits_[0] &= ~0x00000004u; } inline const std::string& ModelProto::domain() const { @@ -5979,33 +6271,34 @@ inline std::string* ModelProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& ModelProto::_internal_domain() const { - return domain_.GetNoArena(); + return domain_.Get(); } inline void ModelProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000004u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void ModelProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000004u; - domain_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + domain_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.domain) } inline void ModelProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.domain) } -inline void ModelProto::set_domain(const char* value, size_t size) { +inline void ModelProto::set_domain(const char* value, + size_t size) { _has_bits_[0] |= 0x00000004u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.domain) } inline std::string* ModelProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000004u; - return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* ModelProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.ModelProto.domain) @@ -6013,7 +6306,7 @@ inline std::string* ModelProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ModelProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -6021,7 +6314,8 @@ inline void ModelProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000004u; } - domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); + domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.domain) } @@ -6062,7 +6356,7 @@ inline bool ModelProto::has_doc_string() const { return _internal_has_doc_string(); } inline void ModelProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(); _has_bits_[0] &= ~0x00000008u; } inline const std::string& ModelProto::doc_string() const { @@ -6078,33 +6372,34 @@ inline std::string* ModelProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& ModelProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void ModelProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000008u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void ModelProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000008u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.doc_string) } inline void ModelProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.doc_string) } -inline void ModelProto::set_doc_string(const char* value, size_t size) { +inline void ModelProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000008u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.doc_string) } inline std::string* ModelProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000008u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* ModelProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.ModelProto.doc_string) @@ -6112,7 +6407,7 @@ inline std::string* ModelProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void ModelProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -6120,7 +6415,8 @@ inline void ModelProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000008u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.doc_string) } @@ -6139,14 +6435,36 @@ inline void ModelProto::clear_graph() { } inline const ::onnx::GraphProto& ModelProto::_internal_graph() const { const ::onnx::GraphProto* p = graph_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_GraphProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_GraphProto_default_instance_); } inline const ::onnx::GraphProto& ModelProto::graph() const { // @@protoc_insertion_point(field_get:onnx.ModelProto.graph) return _internal_graph(); } +inline void ModelProto::unsafe_arena_set_allocated_graph( + ::onnx::GraphProto* graph) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(graph_); + } + graph_ = graph; + if (graph) { + _has_bits_[0] |= 0x00000010u; + } else { + _has_bits_[0] &= ~0x00000010u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.graph) +} inline ::onnx::GraphProto* ModelProto::release_graph() { + _has_bits_[0] &= ~0x00000010u; + ::onnx::GraphProto* temp = graph_; + graph_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::GraphProto* ModelProto::unsafe_arena_release_graph() { // @@protoc_insertion_point(field_release:onnx.ModelProto.graph) _has_bits_[0] &= ~0x00000010u; ::onnx::GraphProto* temp = graph_; @@ -6156,7 +6474,7 @@ inline ::onnx::GraphProto* ModelProto::release_graph() { inline ::onnx::GraphProto* ModelProto::_internal_mutable_graph() { _has_bits_[0] |= 0x00000010u; if (graph_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArena()); graph_ = p; } return graph_; @@ -6166,12 +6484,13 @@ inline ::onnx::GraphProto* ModelProto::mutable_graph() { return _internal_mutable_graph(); } inline void ModelProto::set_allocated_graph(::onnx::GraphProto* graph) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete graph_; } if (graph) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(graph); if (message_arena != submessage_arena) { graph = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, graph, submessage_arena); @@ -6236,7 +6555,7 @@ inline bool StringStringEntryProto::has_key() const { return _internal_has_key(); } inline void StringStringEntryProto::clear_key() { - key_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + key_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& StringStringEntryProto::key() const { @@ -6252,33 +6571,34 @@ inline std::string* StringStringEntryProto::mutable_key() { return _internal_mutable_key(); } inline const std::string& StringStringEntryProto::_internal_key() const { - return key_.GetNoArena(); + return key_.Get(); } inline void StringStringEntryProto::_internal_set_key(const std::string& value) { _has_bits_[0] |= 0x00000001u; - key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + key_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void StringStringEntryProto::set_key(std::string&& value) { _has_bits_[0] |= 0x00000001u; - key_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + key_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.StringStringEntryProto.key) } inline void StringStringEntryProto::set_key(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + key_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.StringStringEntryProto.key) } -inline void StringStringEntryProto::set_key(const char* value, size_t size) { +inline void StringStringEntryProto::set_key(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + key_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.StringStringEntryProto.key) } inline std::string* StringStringEntryProto::_internal_mutable_key() { _has_bits_[0] |= 0x00000001u; - return key_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return key_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* StringStringEntryProto::release_key() { // @@protoc_insertion_point(field_release:onnx.StringStringEntryProto.key) @@ -6286,7 +6606,7 @@ inline std::string* StringStringEntryProto::release_key() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return key_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return key_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void StringStringEntryProto::set_allocated_key(std::string* key) { if (key != nullptr) { @@ -6294,7 +6614,8 @@ inline void StringStringEntryProto::set_allocated_key(std::string* key) { } else { _has_bits_[0] &= ~0x00000001u; } - key_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), key); + key_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), key, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.StringStringEntryProto.key) } @@ -6307,7 +6628,7 @@ inline bool StringStringEntryProto::has_value() const { return _internal_has_value(); } inline void StringStringEntryProto::clear_value() { - value_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + value_.ClearToEmpty(); _has_bits_[0] &= ~0x00000002u; } inline const std::string& StringStringEntryProto::value() const { @@ -6323,33 +6644,34 @@ inline std::string* StringStringEntryProto::mutable_value() { return _internal_mutable_value(); } inline const std::string& StringStringEntryProto::_internal_value() const { - return value_.GetNoArena(); + return value_.Get(); } inline void StringStringEntryProto::_internal_set_value(const std::string& value) { _has_bits_[0] |= 0x00000002u; - value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + value_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void StringStringEntryProto::set_value(std::string&& value) { _has_bits_[0] |= 0x00000002u; - value_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + value_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.StringStringEntryProto.value) } inline void StringStringEntryProto::set_value(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + value_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.StringStringEntryProto.value) } -inline void StringStringEntryProto::set_value(const char* value, size_t size) { +inline void StringStringEntryProto::set_value(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + value_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.StringStringEntryProto.value) } inline std::string* StringStringEntryProto::_internal_mutable_value() { _has_bits_[0] |= 0x00000002u; - return value_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return value_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* StringStringEntryProto::release_value() { // @@protoc_insertion_point(field_release:onnx.StringStringEntryProto.value) @@ -6357,7 +6679,7 @@ inline std::string* StringStringEntryProto::release_value() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return value_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return value_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void StringStringEntryProto::set_allocated_value(std::string* value) { if (value != nullptr) { @@ -6365,7 +6687,8 @@ inline void StringStringEntryProto::set_allocated_value(std::string* value) { } else { _has_bits_[0] &= ~0x00000002u; } - value_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + value_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.StringStringEntryProto.value) } @@ -6382,7 +6705,7 @@ inline bool TensorAnnotation::has_tensor_name() const { return _internal_has_tensor_name(); } inline void TensorAnnotation::clear_tensor_name() { - tensor_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + tensor_name_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorAnnotation::tensor_name() const { @@ -6398,33 +6721,34 @@ inline std::string* TensorAnnotation::mutable_tensor_name() { return _internal_mutable_tensor_name(); } inline const std::string& TensorAnnotation::_internal_tensor_name() const { - return tensor_name_.GetNoArena(); + return tensor_name_.Get(); } inline void TensorAnnotation::_internal_set_tensor_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + tensor_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void TensorAnnotation::set_tensor_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - tensor_name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + tensor_name_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorAnnotation.tensor_name) } inline void TensorAnnotation::set_tensor_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + tensor_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorAnnotation.tensor_name) } -inline void TensorAnnotation::set_tensor_name(const char* value, size_t size) { +inline void TensorAnnotation::set_tensor_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + tensor_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorAnnotation.tensor_name) } inline std::string* TensorAnnotation::_internal_mutable_tensor_name() { _has_bits_[0] |= 0x00000001u; - return tensor_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return tensor_name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* TensorAnnotation::release_tensor_name() { // @@protoc_insertion_point(field_release:onnx.TensorAnnotation.tensor_name) @@ -6432,7 +6756,7 @@ inline std::string* TensorAnnotation::release_tensor_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return tensor_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return tensor_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorAnnotation::set_allocated_tensor_name(std::string* tensor_name) { if (tensor_name != nullptr) { @@ -6440,7 +6764,8 @@ inline void TensorAnnotation::set_allocated_tensor_name(std::string* tensor_name } else { _has_bits_[0] &= ~0x00000001u; } - tensor_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), tensor_name); + tensor_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), tensor_name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorAnnotation.tensor_name) } @@ -6535,7 +6860,7 @@ inline bool GraphProto::has_name() const { return _internal_has_name(); } inline void GraphProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& GraphProto::name() const { @@ -6551,33 +6876,34 @@ inline std::string* GraphProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& GraphProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void GraphProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void GraphProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.GraphProto.name) } inline void GraphProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.GraphProto.name) } -inline void GraphProto::set_name(const char* value, size_t size) { +inline void GraphProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.GraphProto.name) } inline std::string* GraphProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* GraphProto::release_name() { // @@protoc_insertion_point(field_release:onnx.GraphProto.name) @@ -6585,7 +6911,7 @@ inline std::string* GraphProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void GraphProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -6593,7 +6919,8 @@ inline void GraphProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.GraphProto.name) } @@ -6684,7 +7011,7 @@ inline bool GraphProto::has_doc_string() const { return _internal_has_doc_string(); } inline void GraphProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(); _has_bits_[0] &= ~0x00000002u; } inline const std::string& GraphProto::doc_string() const { @@ -6700,33 +7027,34 @@ inline std::string* GraphProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& GraphProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void GraphProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void GraphProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.GraphProto.doc_string) } inline void GraphProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.GraphProto.doc_string) } -inline void GraphProto::set_doc_string(const char* value, size_t size) { +inline void GraphProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.GraphProto.doc_string) } inline std::string* GraphProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000002u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* GraphProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.GraphProto.doc_string) @@ -6734,7 +7062,7 @@ inline std::string* GraphProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void GraphProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -6742,7 +7070,8 @@ inline void GraphProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000002u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.GraphProto.doc_string) } @@ -7056,14 +7385,36 @@ inline void TensorProto::clear_segment() { } inline const ::onnx::TensorProto_Segment& TensorProto::_internal_segment() const { const ::onnx::TensorProto_Segment* p = segment_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_TensorProto_Segment_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_TensorProto_Segment_default_instance_); } inline const ::onnx::TensorProto_Segment& TensorProto::segment() const { // @@protoc_insertion_point(field_get:onnx.TensorProto.segment) return _internal_segment(); } +inline void TensorProto::unsafe_arena_set_allocated_segment( + ::onnx::TensorProto_Segment* segment) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(segment_); + } + segment_ = segment; + if (segment) { + _has_bits_[0] |= 0x00000008u; + } else { + _has_bits_[0] &= ~0x00000008u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.segment) +} inline ::onnx::TensorProto_Segment* TensorProto::release_segment() { + _has_bits_[0] &= ~0x00000008u; + ::onnx::TensorProto_Segment* temp = segment_; + segment_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorProto_Segment* TensorProto::unsafe_arena_release_segment() { // @@protoc_insertion_point(field_release:onnx.TensorProto.segment) _has_bits_[0] &= ~0x00000008u; ::onnx::TensorProto_Segment* temp = segment_; @@ -7073,7 +7424,7 @@ inline ::onnx::TensorProto_Segment* TensorProto::release_segment() { inline ::onnx::TensorProto_Segment* TensorProto::_internal_mutable_segment() { _has_bits_[0] |= 0x00000008u; if (segment_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto_Segment>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorProto_Segment>(GetArena()); segment_ = p; } return segment_; @@ -7083,12 +7434,13 @@ inline ::onnx::TensorProto_Segment* TensorProto::mutable_segment() { return _internal_mutable_segment(); } inline void TensorProto::set_allocated_segment(::onnx::TensorProto_Segment* segment) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete segment_; } if (segment) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(segment); if (message_arena != submessage_arena) { segment = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, segment, submessage_arena); @@ -7325,7 +7677,7 @@ inline bool TensorProto::has_name() const { return _internal_has_name(); } inline void TensorProto::clear_name() { - name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + name_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorProto::name() const { @@ -7341,33 +7693,34 @@ inline std::string* TensorProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& TensorProto::_internal_name() const { - return name_.GetNoArena(); + return name_.Get(); } inline void TensorProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void TensorProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + name_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.name) } inline void TensorProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.name) } -inline void TensorProto::set_name(const char* value, size_t size) { +inline void TensorProto::set_name(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.name) } inline std::string* TensorProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* TensorProto::release_name() { // @@protoc_insertion_point(field_release:onnx.TensorProto.name) @@ -7375,7 +7728,7 @@ inline std::string* TensorProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -7383,7 +7736,8 @@ inline void TensorProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); + name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.name) } @@ -7396,7 +7750,7 @@ inline bool TensorProto::has_doc_string() const { return _internal_has_doc_string(); } inline void TensorProto::clear_doc_string() { - doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + doc_string_.ClearToEmpty(); _has_bits_[0] &= ~0x00000004u; } inline const std::string& TensorProto::doc_string() const { @@ -7412,33 +7766,34 @@ inline std::string* TensorProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& TensorProto::_internal_doc_string() const { - return doc_string_.GetNoArena(); + return doc_string_.Get(); } inline void TensorProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void TensorProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + doc_string_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.doc_string) } inline void TensorProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.doc_string) } -inline void TensorProto::set_doc_string(const char* value, size_t size) { +inline void TensorProto::set_doc_string(const char* value, + size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.doc_string) } inline std::string* TensorProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* TensorProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.TensorProto.doc_string) @@ -7446,7 +7801,7 @@ inline std::string* TensorProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -7454,7 +7809,8 @@ inline void TensorProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); + doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.doc_string) } @@ -7467,7 +7823,7 @@ inline bool TensorProto::has_raw_data() const { return _internal_has_raw_data(); } inline void TensorProto::clear_raw_data() { - raw_data_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + raw_data_.ClearToEmpty(); _has_bits_[0] &= ~0x00000002u; } inline const std::string& TensorProto::raw_data() const { @@ -7483,33 +7839,34 @@ inline std::string* TensorProto::mutable_raw_data() { return _internal_mutable_raw_data(); } inline const std::string& TensorProto::_internal_raw_data() const { - return raw_data_.GetNoArena(); + return raw_data_.Get(); } inline void TensorProto::_internal_set_raw_data(const std::string& value) { _has_bits_[0] |= 0x00000002u; - raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + raw_data_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void TensorProto::set_raw_data(std::string&& value) { _has_bits_[0] |= 0x00000002u; - raw_data_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + raw_data_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.raw_data) } inline void TensorProto::set_raw_data(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + raw_data_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.raw_data) } -inline void TensorProto::set_raw_data(const void* value, size_t size) { +inline void TensorProto::set_raw_data(const void* value, + size_t size) { _has_bits_[0] |= 0x00000002u; - raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + raw_data_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.raw_data) } inline std::string* TensorProto::_internal_mutable_raw_data() { _has_bits_[0] |= 0x00000002u; - return raw_data_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return raw_data_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* TensorProto::release_raw_data() { // @@protoc_insertion_point(field_release:onnx.TensorProto.raw_data) @@ -7517,7 +7874,7 @@ inline std::string* TensorProto::release_raw_data() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return raw_data_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return raw_data_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorProto::set_allocated_raw_data(std::string* raw_data) { if (raw_data != nullptr) { @@ -7525,7 +7882,8 @@ inline void TensorProto::set_allocated_raw_data(std::string* raw_data) { } else { _has_bits_[0] &= ~0x00000002u; } - raw_data_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), raw_data); + raw_data_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), raw_data, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.raw_data) } @@ -7710,14 +8068,36 @@ inline void SparseTensorProto::clear_values() { } inline const ::onnx::TensorProto& SparseTensorProto::_internal_values() const { const ::onnx::TensorProto* p = values_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_TensorProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_TensorProto_default_instance_); } inline const ::onnx::TensorProto& SparseTensorProto::values() const { // @@protoc_insertion_point(field_get:onnx.SparseTensorProto.values) return _internal_values(); } +inline void SparseTensorProto::unsafe_arena_set_allocated_values( + ::onnx::TensorProto* values) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(values_); + } + values_ = values; + if (values) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.SparseTensorProto.values) +} inline ::onnx::TensorProto* SparseTensorProto::release_values() { + _has_bits_[0] &= ~0x00000001u; + ::onnx::TensorProto* temp = values_; + values_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_values() { // @@protoc_insertion_point(field_release:onnx.SparseTensorProto.values) _has_bits_[0] &= ~0x00000001u; ::onnx::TensorProto* temp = values_; @@ -7727,7 +8107,7 @@ inline ::onnx::TensorProto* SparseTensorProto::release_values() { inline ::onnx::TensorProto* SparseTensorProto::_internal_mutable_values() { _has_bits_[0] |= 0x00000001u; if (values_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); values_ = p; } return values_; @@ -7737,12 +8117,13 @@ inline ::onnx::TensorProto* SparseTensorProto::mutable_values() { return _internal_mutable_values(); } inline void SparseTensorProto::set_allocated_values(::onnx::TensorProto* values) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete values_; } if (values) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(values); if (message_arena != submessage_arena) { values = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, values, submessage_arena); @@ -7770,14 +8151,36 @@ inline void SparseTensorProto::clear_indices() { } inline const ::onnx::TensorProto& SparseTensorProto::_internal_indices() const { const ::onnx::TensorProto* p = indices_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_TensorProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_TensorProto_default_instance_); } inline const ::onnx::TensorProto& SparseTensorProto::indices() const { // @@protoc_insertion_point(field_get:onnx.SparseTensorProto.indices) return _internal_indices(); } +inline void SparseTensorProto::unsafe_arena_set_allocated_indices( + ::onnx::TensorProto* indices) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(indices_); + } + indices_ = indices; + if (indices) { + _has_bits_[0] |= 0x00000002u; + } else { + _has_bits_[0] &= ~0x00000002u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.SparseTensorProto.indices) +} inline ::onnx::TensorProto* SparseTensorProto::release_indices() { + _has_bits_[0] &= ~0x00000002u; + ::onnx::TensorProto* temp = indices_; + indices_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_indices() { // @@protoc_insertion_point(field_release:onnx.SparseTensorProto.indices) _has_bits_[0] &= ~0x00000002u; ::onnx::TensorProto* temp = indices_; @@ -7787,7 +8190,7 @@ inline ::onnx::TensorProto* SparseTensorProto::release_indices() { inline ::onnx::TensorProto* SparseTensorProto::_internal_mutable_indices() { _has_bits_[0] |= 0x00000002u; if (indices_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); indices_ = p; } return indices_; @@ -7797,12 +8200,13 @@ inline ::onnx::TensorProto* SparseTensorProto::mutable_indices() { return _internal_mutable_indices(); } inline void SparseTensorProto::set_allocated_indices(::onnx::TensorProto* indices) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete indices_; } if (indices) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(indices); if (message_arena != submessage_arena) { indices = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, indices, submessage_arena); @@ -7866,7 +8270,7 @@ SparseTensorProto::mutable_dims() { // TensorShapeProto_Dimension -// optional int64 dim_value = 1; +// int64 dim_value = 1; inline bool TensorShapeProto_Dimension::_internal_has_dim_value() const { return value_case() == kDimValue; } @@ -7904,7 +8308,7 @@ inline void TensorShapeProto_Dimension::set_dim_value(::PROTOBUF_NAMESPACE_ID::i // @@protoc_insertion_point(field_set:onnx.TensorShapeProto.Dimension.dim_value) } -// optional string dim_param = 2; +// string dim_param = 2; inline bool TensorShapeProto_Dimension::_internal_has_dim_param() const { return value_case() == kDimParam; } @@ -7916,7 +8320,7 @@ inline void TensorShapeProto_Dimension::set_has_dim_param() { } inline void TensorShapeProto_Dimension::clear_dim_param() { if (_internal_has_dim_param()) { - value_.dim_param_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + value_.dim_param_.Destroy(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); clear_has_value(); } } @@ -7934,9 +8338,9 @@ inline std::string* TensorShapeProto_Dimension::mutable_dim_param() { } inline const std::string& TensorShapeProto_Dimension::_internal_dim_param() const { if (_internal_has_dim_param()) { - return value_.dim_param_.GetNoArena(); + return value_.dim_param_.Get(); } - return *&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(); + return ::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(); } inline void TensorShapeProto_Dimension::_internal_set_dim_param(const std::string& value) { if (!_internal_has_dim_param()) { @@ -7944,7 +8348,7 @@ inline void TensorShapeProto_Dimension::_internal_set_dim_param(const std::strin set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + value_.dim_param_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void TensorShapeProto_Dimension::set_dim_param(std::string&& value) { // @@protoc_insertion_point(field_set:onnx.TensorShapeProto.Dimension.dim_param) @@ -7953,7 +8357,8 @@ inline void TensorShapeProto_Dimension::set_dim_param(std::string&& value) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + value_.dim_param_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorShapeProto.Dimension.dim_param) } inline void TensorShapeProto_Dimension::set_dim_param(const char* value) { @@ -7963,18 +8368,21 @@ inline void TensorShapeProto_Dimension::set_dim_param(const char* value) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(value)); + value_.dim_param_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, + ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorShapeProto.Dimension.dim_param) } -inline void TensorShapeProto_Dimension::set_dim_param(const char* value, size_t size) { +inline void TensorShapeProto_Dimension::set_dim_param(const char* value, + size_t size) { if (!_internal_has_dim_param()) { clear_value(); set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( - reinterpret_cast(value), size)); + value_.dim_param_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), + GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorShapeProto.Dimension.dim_param) } inline std::string* TensorShapeProto_Dimension::_internal_mutable_dim_param() { @@ -7983,13 +8391,14 @@ inline std::string* TensorShapeProto_Dimension::_internal_mutable_dim_param() { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - return value_.dim_param_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return value_.dim_param_.Mutable( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* TensorShapeProto_Dimension::release_dim_param() { // @@protoc_insertion_point(field_release:onnx.TensorShapeProto.Dimension.dim_param) if (_internal_has_dim_param()) { clear_has_value(); - return value_.dim_param_.ReleaseNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return value_.dim_param_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } else { return nullptr; } @@ -8001,6 +8410,10 @@ inline void TensorShapeProto_Dimension::set_allocated_dim_param(std::string* dim if (dim_param != nullptr) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(dim_param); + ::PROTOBUF_NAMESPACE_ID::Arena* arena = GetArena(); + if (arena != nullptr) { + arena->Own(dim_param); + } } // @@protoc_insertion_point(field_set_allocated:onnx.TensorShapeProto.Dimension.dim_param) } @@ -8014,7 +8427,7 @@ inline bool TensorShapeProto_Dimension::has_denotation() const { return _internal_has_denotation(); } inline void TensorShapeProto_Dimension::clear_denotation() { - denotation_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + denotation_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorShapeProto_Dimension::denotation() const { @@ -8030,33 +8443,34 @@ inline std::string* TensorShapeProto_Dimension::mutable_denotation() { return _internal_mutable_denotation(); } inline const std::string& TensorShapeProto_Dimension::_internal_denotation() const { - return denotation_.GetNoArena(); + return denotation_.Get(); } inline void TensorShapeProto_Dimension::_internal_set_denotation(const std::string& value) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void TensorShapeProto_Dimension::set_denotation(std::string&& value) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + denotation_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorShapeProto.Dimension.denotation) } inline void TensorShapeProto_Dimension::set_denotation(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TensorShapeProto.Dimension.denotation) } -inline void TensorShapeProto_Dimension::set_denotation(const char* value, size_t size) { +inline void TensorShapeProto_Dimension::set_denotation(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TensorShapeProto.Dimension.denotation) } inline std::string* TensorShapeProto_Dimension::_internal_mutable_denotation() { _has_bits_[0] |= 0x00000001u; - return denotation_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return denotation_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* TensorShapeProto_Dimension::release_denotation() { // @@protoc_insertion_point(field_release:onnx.TensorShapeProto.Dimension.denotation) @@ -8064,7 +8478,7 @@ inline std::string* TensorShapeProto_Dimension::release_denotation() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return denotation_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return denotation_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TensorShapeProto_Dimension::set_allocated_denotation(std::string* denotation) { if (denotation != nullptr) { @@ -8072,7 +8486,8 @@ inline void TensorShapeProto_Dimension::set_allocated_denotation(std::string* de } else { _has_bits_[0] &= ~0x00000001u; } - denotation_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation); + denotation_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TensorShapeProto.Dimension.denotation) } @@ -8175,14 +8590,36 @@ inline void TypeProto_Tensor::clear_shape() { } inline const ::onnx::TensorShapeProto& TypeProto_Tensor::_internal_shape() const { const ::onnx::TensorShapeProto* p = shape_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_TensorShapeProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_TensorShapeProto_default_instance_); } inline const ::onnx::TensorShapeProto& TypeProto_Tensor::shape() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Tensor.shape) return _internal_shape(); } +inline void TypeProto_Tensor::unsafe_arena_set_allocated_shape( + ::onnx::TensorShapeProto* shape) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(shape_); + } + shape_ = shape; + if (shape) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Tensor.shape) +} inline ::onnx::TensorShapeProto* TypeProto_Tensor::release_shape() { + _has_bits_[0] &= ~0x00000001u; + ::onnx::TensorShapeProto* temp = shape_; + shape_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TensorShapeProto* TypeProto_Tensor::unsafe_arena_release_shape() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Tensor.shape) _has_bits_[0] &= ~0x00000001u; ::onnx::TensorShapeProto* temp = shape_; @@ -8192,7 +8629,7 @@ inline ::onnx::TensorShapeProto* TypeProto_Tensor::release_shape() { inline ::onnx::TensorShapeProto* TypeProto_Tensor::_internal_mutable_shape() { _has_bits_[0] |= 0x00000001u; if (shape_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorShapeProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TensorShapeProto>(GetArena()); shape_ = p; } return shape_; @@ -8202,12 +8639,13 @@ inline ::onnx::TensorShapeProto* TypeProto_Tensor::mutable_shape() { return _internal_mutable_shape(); } inline void TypeProto_Tensor::set_allocated_shape(::onnx::TensorShapeProto* shape) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete shape_; } if (shape) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(shape); if (message_arena != submessage_arena) { shape = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, shape, submessage_arena); @@ -8239,14 +8677,36 @@ inline void TypeProto_Sequence::clear_elem_type() { } inline const ::onnx::TypeProto& TypeProto_Sequence::_internal_elem_type() const { const ::onnx::TypeProto* p = elem_type_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_TypeProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_TypeProto_default_instance_); } inline const ::onnx::TypeProto& TypeProto_Sequence::elem_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Sequence.elem_type) return _internal_elem_type(); } +inline void TypeProto_Sequence::unsafe_arena_set_allocated_elem_type( + ::onnx::TypeProto* elem_type) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(elem_type_); + } + elem_type_ = elem_type; + if (elem_type) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Sequence.elem_type) +} inline ::onnx::TypeProto* TypeProto_Sequence::release_elem_type() { + _has_bits_[0] &= ~0x00000001u; + ::onnx::TypeProto* temp = elem_type_; + elem_type_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TypeProto* TypeProto_Sequence::unsafe_arena_release_elem_type() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Sequence.elem_type) _has_bits_[0] &= ~0x00000001u; ::onnx::TypeProto* temp = elem_type_; @@ -8256,7 +8716,7 @@ inline ::onnx::TypeProto* TypeProto_Sequence::release_elem_type() { inline ::onnx::TypeProto* TypeProto_Sequence::_internal_mutable_elem_type() { _has_bits_[0] |= 0x00000001u; if (elem_type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); elem_type_ = p; } return elem_type_; @@ -8266,12 +8726,13 @@ inline ::onnx::TypeProto* TypeProto_Sequence::mutable_elem_type() { return _internal_mutable_elem_type(); } inline void TypeProto_Sequence::set_allocated_elem_type(::onnx::TypeProto* elem_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete elem_type_; } if (elem_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(elem_type); if (message_arena != submessage_arena) { elem_type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, elem_type, submessage_arena); @@ -8331,14 +8792,36 @@ inline void TypeProto_Map::clear_value_type() { } inline const ::onnx::TypeProto& TypeProto_Map::_internal_value_type() const { const ::onnx::TypeProto* p = value_type_; - return p != nullptr ? *p : *reinterpret_cast( - &::onnx::_TypeProto_default_instance_); + return p != nullptr ? *p : reinterpret_cast( + ::onnx::_TypeProto_default_instance_); } inline const ::onnx::TypeProto& TypeProto_Map::value_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Map.value_type) return _internal_value_type(); } +inline void TypeProto_Map::unsafe_arena_set_allocated_value_type( + ::onnx::TypeProto* value_type) { + if (GetArena() == nullptr) { + delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(value_type_); + } + value_type_ = value_type; + if (value_type) { + _has_bits_[0] |= 0x00000001u; + } else { + _has_bits_[0] &= ~0x00000001u; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Map.value_type) +} inline ::onnx::TypeProto* TypeProto_Map::release_value_type() { + _has_bits_[0] &= ~0x00000001u; + ::onnx::TypeProto* temp = value_type_; + value_type_ = nullptr; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } + return temp; +} +inline ::onnx::TypeProto* TypeProto_Map::unsafe_arena_release_value_type() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Map.value_type) _has_bits_[0] &= ~0x00000001u; ::onnx::TypeProto* temp = value_type_; @@ -8348,7 +8831,7 @@ inline ::onnx::TypeProto* TypeProto_Map::release_value_type() { inline ::onnx::TypeProto* TypeProto_Map::_internal_mutable_value_type() { _has_bits_[0] |= 0x00000001u; if (value_type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); value_type_ = p; } return value_type_; @@ -8358,12 +8841,13 @@ inline ::onnx::TypeProto* TypeProto_Map::mutable_value_type() { return _internal_mutable_value_type(); } inline void TypeProto_Map::set_allocated_value_type(::onnx::TypeProto* value_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); if (message_arena == nullptr) { delete value_type_; } if (value_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = + ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(value_type); if (message_arena != submessage_arena) { value_type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, value_type, submessage_arena); @@ -8380,7 +8864,7 @@ inline void TypeProto_Map::set_allocated_value_type(::onnx::TypeProto* value_typ // TypeProto -// optional .onnx.TypeProto.Tensor tensor_type = 1; +// .onnx.TypeProto.Tensor tensor_type = 1; inline bool TypeProto::_internal_has_tensor_type() const { return value_case() == kTensorType; } @@ -8392,7 +8876,9 @@ inline void TypeProto::set_has_tensor_type() { } inline void TypeProto::clear_tensor_type() { if (_internal_has_tensor_type()) { - delete value_.tensor_type_; + if (GetArena() == nullptr) { + delete value_.tensor_type_; + } clear_has_value(); } } @@ -8401,6 +8887,9 @@ inline ::onnx::TypeProto_Tensor* TypeProto::release_tensor_type() { if (_internal_has_tensor_type()) { clear_has_value(); ::onnx::TypeProto_Tensor* temp = value_.tensor_type_; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } value_.tensor_type_ = nullptr; return temp; } else { @@ -8410,18 +8899,36 @@ inline ::onnx::TypeProto_Tensor* TypeProto::release_tensor_type() { inline const ::onnx::TypeProto_Tensor& TypeProto::_internal_tensor_type() const { return _internal_has_tensor_type() ? *value_.tensor_type_ - : *reinterpret_cast< ::onnx::TypeProto_Tensor*>(&::onnx::_TypeProto_Tensor_default_instance_); + : reinterpret_cast< ::onnx::TypeProto_Tensor&>(::onnx::_TypeProto_Tensor_default_instance_); } inline const ::onnx::TypeProto_Tensor& TypeProto::tensor_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.tensor_type) return _internal_tensor_type(); } +inline ::onnx::TypeProto_Tensor* TypeProto::unsafe_arena_release_tensor_type() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.tensor_type) + if (_internal_has_tensor_type()) { + clear_has_value(); + ::onnx::TypeProto_Tensor* temp = value_.tensor_type_; + value_.tensor_type_ = nullptr; + return temp; + } else { + return nullptr; + } +} +inline void TypeProto::unsafe_arena_set_allocated_tensor_type(::onnx::TypeProto_Tensor* tensor_type) { + clear_value(); + if (tensor_type) { + set_has_tensor_type(); + value_.tensor_type_ = tensor_type; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.tensor_type) +} inline ::onnx::TypeProto_Tensor* TypeProto::_internal_mutable_tensor_type() { if (!_internal_has_tensor_type()) { clear_value(); set_has_tensor_type(); - value_.tensor_type_ = CreateMaybeMessage< ::onnx::TypeProto_Tensor >( - GetArenaNoVirtual()); + value_.tensor_type_ = CreateMaybeMessage< ::onnx::TypeProto_Tensor >(GetArena()); } return value_.tensor_type_; } @@ -8430,7 +8937,7 @@ inline ::onnx::TypeProto_Tensor* TypeProto::mutable_tensor_type() { return _internal_mutable_tensor_type(); } -// optional .onnx.TypeProto.Sequence sequence_type = 4; +// .onnx.TypeProto.Sequence sequence_type = 4; inline bool TypeProto::_internal_has_sequence_type() const { return value_case() == kSequenceType; } @@ -8442,7 +8949,9 @@ inline void TypeProto::set_has_sequence_type() { } inline void TypeProto::clear_sequence_type() { if (_internal_has_sequence_type()) { - delete value_.sequence_type_; + if (GetArena() == nullptr) { + delete value_.sequence_type_; + } clear_has_value(); } } @@ -8451,6 +8960,9 @@ inline ::onnx::TypeProto_Sequence* TypeProto::release_sequence_type() { if (_internal_has_sequence_type()) { clear_has_value(); ::onnx::TypeProto_Sequence* temp = value_.sequence_type_; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } value_.sequence_type_ = nullptr; return temp; } else { @@ -8460,18 +8972,36 @@ inline ::onnx::TypeProto_Sequence* TypeProto::release_sequence_type() { inline const ::onnx::TypeProto_Sequence& TypeProto::_internal_sequence_type() const { return _internal_has_sequence_type() ? *value_.sequence_type_ - : *reinterpret_cast< ::onnx::TypeProto_Sequence*>(&::onnx::_TypeProto_Sequence_default_instance_); + : reinterpret_cast< ::onnx::TypeProto_Sequence&>(::onnx::_TypeProto_Sequence_default_instance_); } inline const ::onnx::TypeProto_Sequence& TypeProto::sequence_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.sequence_type) return _internal_sequence_type(); } +inline ::onnx::TypeProto_Sequence* TypeProto::unsafe_arena_release_sequence_type() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.sequence_type) + if (_internal_has_sequence_type()) { + clear_has_value(); + ::onnx::TypeProto_Sequence* temp = value_.sequence_type_; + value_.sequence_type_ = nullptr; + return temp; + } else { + return nullptr; + } +} +inline void TypeProto::unsafe_arena_set_allocated_sequence_type(::onnx::TypeProto_Sequence* sequence_type) { + clear_value(); + if (sequence_type) { + set_has_sequence_type(); + value_.sequence_type_ = sequence_type; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.sequence_type) +} inline ::onnx::TypeProto_Sequence* TypeProto::_internal_mutable_sequence_type() { if (!_internal_has_sequence_type()) { clear_value(); set_has_sequence_type(); - value_.sequence_type_ = CreateMaybeMessage< ::onnx::TypeProto_Sequence >( - GetArenaNoVirtual()); + value_.sequence_type_ = CreateMaybeMessage< ::onnx::TypeProto_Sequence >(GetArena()); } return value_.sequence_type_; } @@ -8480,7 +9010,7 @@ inline ::onnx::TypeProto_Sequence* TypeProto::mutable_sequence_type() { return _internal_mutable_sequence_type(); } -// optional .onnx.TypeProto.Map map_type = 5; +// .onnx.TypeProto.Map map_type = 5; inline bool TypeProto::_internal_has_map_type() const { return value_case() == kMapType; } @@ -8492,7 +9022,9 @@ inline void TypeProto::set_has_map_type() { } inline void TypeProto::clear_map_type() { if (_internal_has_map_type()) { - delete value_.map_type_; + if (GetArena() == nullptr) { + delete value_.map_type_; + } clear_has_value(); } } @@ -8501,6 +9033,9 @@ inline ::onnx::TypeProto_Map* TypeProto::release_map_type() { if (_internal_has_map_type()) { clear_has_value(); ::onnx::TypeProto_Map* temp = value_.map_type_; + if (GetArena() != nullptr) { + temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); + } value_.map_type_ = nullptr; return temp; } else { @@ -8510,18 +9045,36 @@ inline ::onnx::TypeProto_Map* TypeProto::release_map_type() { inline const ::onnx::TypeProto_Map& TypeProto::_internal_map_type() const { return _internal_has_map_type() ? *value_.map_type_ - : *reinterpret_cast< ::onnx::TypeProto_Map*>(&::onnx::_TypeProto_Map_default_instance_); + : reinterpret_cast< ::onnx::TypeProto_Map&>(::onnx::_TypeProto_Map_default_instance_); } inline const ::onnx::TypeProto_Map& TypeProto::map_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.map_type) return _internal_map_type(); } +inline ::onnx::TypeProto_Map* TypeProto::unsafe_arena_release_map_type() { + // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.map_type) + if (_internal_has_map_type()) { + clear_has_value(); + ::onnx::TypeProto_Map* temp = value_.map_type_; + value_.map_type_ = nullptr; + return temp; + } else { + return nullptr; + } +} +inline void TypeProto::unsafe_arena_set_allocated_map_type(::onnx::TypeProto_Map* map_type) { + clear_value(); + if (map_type) { + set_has_map_type(); + value_.map_type_ = map_type; + } + // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.map_type) +} inline ::onnx::TypeProto_Map* TypeProto::_internal_mutable_map_type() { if (!_internal_has_map_type()) { clear_value(); set_has_map_type(); - value_.map_type_ = CreateMaybeMessage< ::onnx::TypeProto_Map >( - GetArenaNoVirtual()); + value_.map_type_ = CreateMaybeMessage< ::onnx::TypeProto_Map >(GetArena()); } return value_.map_type_; } @@ -8539,7 +9092,7 @@ inline bool TypeProto::has_denotation() const { return _internal_has_denotation(); } inline void TypeProto::clear_denotation() { - denotation_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + denotation_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TypeProto::denotation() const { @@ -8555,33 +9108,34 @@ inline std::string* TypeProto::mutable_denotation() { return _internal_mutable_denotation(); } inline const std::string& TypeProto::_internal_denotation() const { - return denotation_.GetNoArena(); + return denotation_.Get(); } inline void TypeProto::_internal_set_denotation(const std::string& value) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void TypeProto::set_denotation(std::string&& value) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + denotation_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.TypeProto.denotation) } inline void TypeProto::set_denotation(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.TypeProto.denotation) } -inline void TypeProto::set_denotation(const char* value, size_t size) { +inline void TypeProto::set_denotation(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.TypeProto.denotation) } inline std::string* TypeProto::_internal_mutable_denotation() { _has_bits_[0] |= 0x00000001u; - return denotation_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return denotation_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* TypeProto::release_denotation() { // @@protoc_insertion_point(field_release:onnx.TypeProto.denotation) @@ -8589,7 +9143,7 @@ inline std::string* TypeProto::release_denotation() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return denotation_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return denotation_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void TypeProto::set_allocated_denotation(std::string* denotation) { if (denotation != nullptr) { @@ -8597,7 +9151,8 @@ inline void TypeProto::set_allocated_denotation(std::string* denotation) { } else { _has_bits_[0] &= ~0x00000001u; } - denotation_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation); + denotation_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.TypeProto.denotation) } @@ -8623,7 +9178,7 @@ inline bool OperatorSetIdProto::has_domain() const { return _internal_has_domain(); } inline void OperatorSetIdProto::clear_domain() { - domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + domain_.ClearToEmpty(); _has_bits_[0] &= ~0x00000001u; } inline const std::string& OperatorSetIdProto::domain() const { @@ -8639,33 +9194,34 @@ inline std::string* OperatorSetIdProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& OperatorSetIdProto::_internal_domain() const { - return domain_.GetNoArena(); + return domain_.Get(); } inline void OperatorSetIdProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000001u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); } inline void OperatorSetIdProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000001u; - domain_.SetNoArena( - &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); + domain_.Set( + ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); // @@protoc_insertion_point(field_set_rvalue:onnx.OperatorSetIdProto.domain) } inline void OperatorSetIdProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); // @@protoc_insertion_point(field_set_char:onnx.OperatorSetIdProto.domain) } -inline void OperatorSetIdProto::set_domain(const char* value, size_t size) { +inline void OperatorSetIdProto::set_domain(const char* value, + size_t size) { _has_bits_[0] |= 0x00000001u; - domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), - ::std::string(reinterpret_cast(value), size)); + domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( + reinterpret_cast(value), size), GetArena()); // @@protoc_insertion_point(field_set_pointer:onnx.OperatorSetIdProto.domain) } inline std::string* OperatorSetIdProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000001u; - return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); } inline std::string* OperatorSetIdProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.OperatorSetIdProto.domain) @@ -8673,7 +9229,7 @@ inline std::string* OperatorSetIdProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); + return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); } inline void OperatorSetIdProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -8681,7 +9237,8 @@ inline void OperatorSetIdProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000001u; } - domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); + domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, + GetArena()); // @@protoc_insertion_point(field_set_allocated:onnx.OperatorSetIdProto.domain) } From 5fb61d1201803c87be6806b9d1f26f3ff7535dfc Mon Sep 17 00:00:00 2001 From: RParedesPalacios Date: Thu, 11 Feb 2021 20:46:26 +0100 Subject: [PATCH 60/75] tests and CMake --- examples/CMakeLists.txt | 17 +++++++++-------- examples/test_internals/test1.cpp | 28 ++++++++++++++-------------- examples/test_internals/test2.cpp | 10 +++++----- examples/test_internals/test3.cpp | 10 +++++----- 4 files changed, 33 insertions(+), 32 deletions(-) diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt index 4d34fb547..112177d09 100644 --- a/examples/CMakeLists.txt +++ b/examples/CMakeLists.txt @@ -94,6 +94,14 @@ target_link_libraries(nlp_video_to_labels eddl) add_executable(nlp_text_generation "nn/4_NLP/5_nlp_text_generation.cpp") target_link_libraries(nlp_text_generation eddl) +# TEST INTERNALS **************************************************** + add_executable(test1 "test_internals/test1.cpp") + target_link_libraries(test1 eddl) + add_executable(test2 "test_internals/test2.cpp") + target_link_libraries(test2 eddl) + add_executable(test3 "test_internals/test3.cpp") + target_link_libraries(test3 eddl) + # EXAMPLES: Tensor **************************************************** add_executable(tensor_ops "tensor/eddl_ops.cpp") @@ -200,6 +208,7 @@ if(BUILD_PROTOBUF) add_executable(onnx_drive_seg "onnx/nn/3_drive/1_drive_seg.cpp") target_link_libraries(onnx_drive_seg eddl) + # EXAMPLES: ONNX NLP **************************************************** add_executable(onnx_nlp_sentiment_rnn "onnx/nn/4_NLP/1_nlp_sentiment_rnn.cpp") @@ -211,12 +220,4 @@ if(BUILD_PROTOBUF) add_executable(onnx_nlp_machine_translation "onnx/nn/4_NLP/3_nlp_machine_translation.cpp") target_link_libraries(onnx_nlp_machine_translation eddl) -# TEST INTERNALS **************************************************** - add_executable(test1 "test_internals/test1.cpp") - target_link_libraries(test1 eddl) - add_executable(test2 "test_internals/test2.cpp") - target_link_libraries(test2 eddl) - add_executable(test3 "test_internals/test3.cpp") - target_link_libraries(test3 eddl) - endif() diff --git a/examples/test_internals/test1.cpp b/examples/test_internals/test1.cpp index e2cc1120b..7ba37f0c4 100644 --- a/examples/test_internals/test1.cpp +++ b/examples/test_internals/test1.cpp @@ -17,7 +17,7 @@ using namespace eddl; // Checking deletes, memory leaks -// CNN models, CPU and GPU +// CNN models, CPU and GPU // In a separate terminal try // top/htop and nvidia-smi (GPU) // to check memory @@ -51,8 +51,8 @@ int main(int argc, char **argv){ // download_cifar10(); // network - - int times=10; + + int times=100; //CPU for(int i=0;i Date: Thu, 11 Feb 2021 21:10:32 +0100 Subject: [PATCH 61/75] tests --- examples/test_internals/test1.cpp | 12 ++--- examples/test_internals/test2.cpp | 11 ++-- examples/test_internals/test3.cpp | 86 ++++++++++++++++++++++++++++--- 3 files changed, 87 insertions(+), 22 deletions(-) diff --git a/examples/test_internals/test1.cpp b/examples/test_internals/test1.cpp index 7ba37f0c4..3e6d4601c 100644 --- a/examples/test_internals/test1.cpp +++ b/examples/test_internals/test1.cpp @@ -47,15 +47,11 @@ layer ResBlock(layer l, int filters,int nconv,int half) { int main(int argc, char **argv){ - // download CIFAR data - // download_cifar10(); - - // network - - int times=100; + int times_cpu=100; + int times_gpu=100; //CPU - for(int i=0;iset_clip_val(0.01); + + // Build model + build(net, + opt, // Optimizer + {"softmax_cross_entropy"}, // Losses + {"accuracy"}, // Metrics + CS_CPU() + ); + + + // Load dataset + Tensor *x_train=Tensor::zeros({10,3,256,256}); //batch x input_dim + Tensor *y_train=Tensor::zeros({10,olength,outvs}); //batch x timesteps x ouput_dim + + // to force unrolling + fit(net, {x_train}, {y_train}, 10, 1); + + + delete x_train; + delete y_train; + delete net; + + } + + //GPU + for(int i=0;i Date: Thu, 11 Feb 2021 21:29:58 +0100 Subject: [PATCH 62/75] test4 --- examples/CMakeLists.txt | 2 + examples/test_internals/test4.cpp | 120 ++++++++++++++++++++++++++++++ 2 files changed, 122 insertions(+) create mode 100644 examples/test_internals/test4.cpp diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt index 112177d09..f1801f42b 100644 --- a/examples/CMakeLists.txt +++ b/examples/CMakeLists.txt @@ -101,6 +101,8 @@ target_link_libraries(nlp_text_generation eddl) target_link_libraries(test2 eddl) add_executable(test3 "test_internals/test3.cpp") target_link_libraries(test3 eddl) + add_executable(test4 "test_internals/test4.cpp") + target_link_libraries(test4 eddl) # EXAMPLES: Tensor **************************************************** diff --git a/examples/test_internals/test4.cpp b/examples/test_internals/test4.cpp new file mode 100644 index 000000000..44b70052e --- /dev/null +++ b/examples/test_internals/test4.cpp @@ -0,0 +1,120 @@ +/* +* EDDL Library - European Distributed Deep Learning Library. +* Version: 0.9 +* copyright (c) 2020, Universidad Politécnica de Valencia (UPV), PRHLT Research Centre +* Date: November 2020 +* Author: PRHLT Research Centre, UPV, (rparedes@prhlt.upv.es), (jon@prhlt.upv.es) +* All rights reserved +*/ + +#include +#include +#include + +#include "eddl/apis/eddl.h" + + +using namespace eddl; + +// Checking deletes, memory leaks +// CNN 3D Synchronous rnn, CPU, GPU +// In a separate terminal try +// top/htop and nvidia-smi (GPU) +// to check memory + +int main(int argc, char **argv){ + + int times_cpu=100; + int times_gpu=100; + + //CPU + for(int i=0;i Date: Fri, 12 Feb 2021 07:50:21 +0100 Subject: [PATCH 63/75] test4 memory --- examples/test_internals/test4.cpp | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/examples/test_internals/test4.cpp b/examples/test_internals/test4.cpp index 44b70052e..0841da2a0 100644 --- a/examples/test_internals/test4.cpp +++ b/examples/test_internals/test4.cpp @@ -24,8 +24,8 @@ using namespace eddl; int main(int argc, char **argv){ - int times_cpu=100; - int times_gpu=100; + int times_cpu=10; + int times_gpu=10; //CPU for(int i=0;i Date: Fri, 12 Feb 2021 08:39:37 +0100 Subject: [PATCH 64/75] losses mem level --- examples/nn/1_mnist/14_mnist_losses.cpp | 2 +- include/eddl/net/compserv.h | 2 +- src/net/compserv.cpp | 12 ++++++++++++ src/net/net_func.cpp | 2 +- src/net/netloss.cpp | 11 +++++++++-- 5 files changed, 24 insertions(+), 5 deletions(-) diff --git a/examples/nn/1_mnist/14_mnist_losses.cpp b/examples/nn/1_mnist/14_mnist_losses.cpp index 1c60142e1..e6ff845dd 100644 --- a/examples/nn/1_mnist/14_mnist_losses.cpp +++ b/examples/nn/1_mnist/14_mnist_losses.cpp @@ -154,7 +154,7 @@ int main(int argc, char **argv) { fflush(stdout); optimize(dicep); - //optimize({mse,dicep}); + //optimize({dicei,mse}); update(net); diff --git a/include/eddl/net/compserv.h b/include/eddl/net/compserv.h index e3591bfc7..93b9a4bd6 100644 --- a/include/eddl/net/compserv.h +++ b/include/eddl/net/compserv.h @@ -42,7 +42,7 @@ class CompServ { CompServ(); CompServ * share(); - + CompServ * clone(); // for local CompServ(int threads, const vector g, const vector &f,int lsb=1, int mem=0); diff --git a/src/net/compserv.cpp b/src/net/compserv.cpp index f0311baa8..c78363a3d 100644 --- a/src/net/compserv.cpp +++ b/src/net/compserv.cpp @@ -68,6 +68,18 @@ CompServ * CompServ::share() { return n; } +CompServ * CompServ::clone() { + CompServ *n = new CompServ(); + + n->type = this->type; + n->local_threads = this->local_threads; + for (auto _ : this->local_gpus) n->local_gpus.push_back(_); + for (auto _ : this->local_fpgas) n->local_fpgas.push_back(_); + n->lsb = this->lsb; + n->mem_level = this->mem_level; + + return n; +} // for Distributed diff --git a/src/net/net_func.cpp b/src/net/net_func.cpp index b963477ba..952e0a08c 100644 --- a/src/net/net_func.cpp +++ b/src/net/net_func.cpp @@ -68,7 +68,7 @@ void Net::do_delta() { for (int i = 0; i < lout.size(); i++) { lout[i]->mem_delta(); if (losses.size()>=(i+1)) { - losses[i]->delta(lout[i]->target, lout[i]->output, lout[i]->delta); + losses[i]->delta(lout[i]->target, lout[i]->output, lout[i]->delta); } } } diff --git a/src/net/netloss.cpp b/src/net/netloss.cpp index f3aa5c1d2..c29420adf 100644 --- a/src/net/netloss.cpp +++ b/src/net/netloss.cpp @@ -32,7 +32,10 @@ NetLoss::NetLoss(const std::function)>& f, vector Net *sn=in[0]->net; - graph->build(sn->optimizer->clone(),{new LMin()},{new MSum()},sn->cs); + CompServ *cs=sn->cs->clone(); + cs->mem_level=0; //delta must stay to backward netinput layers + + graph->build(sn->optimizer->clone(),{new LMin()},{new MSum()},cs); cout<<"Loss graph:"<summary(); @@ -52,8 +55,12 @@ NetLoss::NetLoss(const std::function& f, Layer *in, string name) graph=new Net(ginput,{fout}); Net *sn=in->net; + + CompServ * cs=sn->cs->clone(); + cs->mem_level=0; //delta must stay to backward netinput layers + - graph->build(sn->optimizer->clone(),{new LMin()},{new MSum()},sn->cs); + graph->build(sn->optimizer->clone(),{new LMin()},{new MSum()},cs); cout<<"Loss graph:"<summary(); From a0913c973ec673450e9096e21ad22a8e73802aaf Mon Sep 17 00:00:00 2001 From: RParedesPalacios Date: Fri, 12 Feb 2021 10:32:25 +0100 Subject: [PATCH 65/75] drive example --- examples/nn/3_drive/1_drive_seg.cpp | 73 ++++++++++++----------------- 1 file changed, 31 insertions(+), 42 deletions(-) diff --git a/examples/nn/3_drive/1_drive_seg.cpp b/examples/nn/3_drive/1_drive_seg.cpp index 483651959..782da5925 100644 --- a/examples/nn/3_drive/1_drive_seg.cpp +++ b/examples/nn/3_drive/1_drive_seg.cpp @@ -38,49 +38,45 @@ layer UNetWithPadding(layer x) int depth=32; - x = LeakyReLu(Conv(x, depth, { 3,3 }, { 1, 1 }, "same")); - x = LeakyReLu(Conv(x, depth, { 3,3 }, { 1, 1 }, "same")); + x = LeakyReLu(BatchNormalization(Conv(x, depth, { 3,3 }, { 1, 1 }, "same"))); + x = LeakyReLu(BatchNormalization(Conv(x, depth, { 3,3 }, { 1, 1 }, "same"))); x2 = MaxPool(x, { 2,2 }, { 2,2 }); - x2 = LeakyReLu(Conv(x2, 2*depth, { 3,3 }, { 1, 1 }, "same")); - x2 = LeakyReLu(Conv(x2, 2*depth, { 3,3 }, { 1, 1 }, "same")); + x2 = LeakyReLu(BatchNormalization(Conv(x2, 2*depth, { 3,3 }, { 1, 1 }, "same"))); + x2 = LeakyReLu(BatchNormalization(Conv(x2, 2*depth, { 3,3 }, { 1, 1 }, "same"))); x3 = MaxPool(x2, { 2,2 }, { 2,2 }); - x3 = LeakyReLu(Conv(x3, 4*depth, { 3,3 }, { 1, 1 }, "same")); - x3 = LeakyReLu(Conv(x3, 4*depth, { 3,3 }, { 1, 1 }, "same")); + x3 = LeakyReLu(BatchNormalization(Conv(x3, 4*depth, { 3,3 }, { 1, 1 }, "same"))); + x3 = LeakyReLu(BatchNormalization(Conv(x3, 4*depth, { 3,3 }, { 1, 1 }, "same"))); x4 = MaxPool(x3, { 2,2 }, { 2,2 }); - x4 = LeakyReLu(Conv(x4, 8*depth, { 3,3 }, { 1, 1 }, "same")); - x4 = LeakyReLu(Conv(x4, 8*depth, { 3,3 }, { 1, 1 }, "same")); + x4 = LeakyReLu(BatchNormalization(Conv(x4, 8*depth, { 3,3 }, { 1, 1 }, "same"))); + x4 = LeakyReLu(BatchNormalization(Conv(x4, 8*depth, { 3,3 }, { 1, 1 }, "same"))); x5 = MaxPool(x4, { 2,2 }, { 2,2 }); - x5 = LeakyReLu(Conv(x5, 8*depth, { 3,3 }, { 1, 1 }, "same")); - x5 = LeakyReLu(Conv(x5, 8*depth, { 3,3 }, { 1, 1 }, "same")); - x5 = Conv(UpSampling(x5, { 2,2 }), 8*depth, { 3,3 }, { 1, 1 }, "same"); - //x5 = Conv(UpSampling(x5, { 2,2 }), 8*depth, { 2,2 }, { 1, 1 }, "same"); + x5 = LeakyReLu(BatchNormalization(Conv(x5, 8*depth, { 3,3 }, { 1, 1 }, "same"))); + x5 = LeakyReLu(BatchNormalization(Conv(x5, 8*depth, { 3,3 }, { 1, 1 }, "same"))); + x5 = BatchNormalization(Conv(UpSampling(x5, { 2,2 }), 8*depth, { 3,3 }, { 1, 1 }, "same")); if (USE_CONCAT) x4 = Concat({x4,x5}); else x4 = Sum(x4,x5); - x4 = LeakyReLu(Conv(x4, 8*depth, { 3,3 }, { 1, 1 }, "same")); - x4 = LeakyReLu(Conv(x4, 8*depth, { 3,3 }, { 1, 1 }, "same")); - x4 = Conv(UpSampling(x4, { 2,2 }), 4*depth, { 3,3 }, { 1, 1 }, "same"); - //x4 = Conv(UpSampling(x4, { 2,2 }), 4*depth, { 2,2 }, { 1, 1 }, "same"); + x4 = LeakyReLu(BatchNormalization(Conv(x4, 8*depth, { 3,3 }, { 1, 1 }, "same"))); + x4 = LeakyReLu(BatchNormalization(Conv(x4, 8*depth, { 3,3 }, { 1, 1 }, "same"))); + x4 = BatchNormalization(Conv(UpSampling(x4, { 2,2 }), 4*depth, { 3,3 }, { 1, 1 }, "same")); if (USE_CONCAT) x3 = Concat({x3,x4}); else x3 = Sum(x3,x4); - x3 = LeakyReLu(Conv(x3, 4*depth, { 3,3 }, { 1, 1 }, "same")); - x3 = LeakyReLu(Conv(x3, 4*depth, { 3,3 }, { 1, 1 }, "same")); - //x3 = Conv(UpSampling(x3, { 2,2 }), 2*depth, { 2,2 }, { 1, 1 }, "same"); - x3 = Conv(UpSampling(x3, { 2,2 }), 2*depth, { 3,3 }, { 1, 1 }, "same"); + x3 = LeakyReLu(BatchNormalization(Conv(x3, 4*depth, { 3,3 }, { 1, 1 }, "same"))); + x3 = LeakyReLu(BatchNormalization(Conv(x3, 4*depth, { 3,3 }, { 1, 1 }, "same"))); + x3 = BatchNormalization(Conv(UpSampling(x3, { 2,2 }), 2*depth, { 3,3 }, { 1, 1 }, "same")); if (USE_CONCAT) x2 = Concat({x2,x3}); else x2 = Sum(x2,x3); - x2 = LeakyReLu(Conv(x2, 2*depth, { 3,3 }, { 1, 1 }, "same")); - x2 = LeakyReLu(Conv(x2, 2*depth, { 3,3 }, { 1, 1 }, "same")); - //x2 = Conv(UpSampling(x2, { 2,2 }), depth, { 2,2 }, { 1, 1 }, "same"); - x2 = Conv(UpSampling(x2, { 2,2 }), depth, { 3,3 }, { 1, 1 }, "same"); + x2 = LeakyReLu(BatchNormalization(Conv(x2, 2*depth, { 3,3 }, { 1, 1 }, "same"))); + x2 = LeakyReLu(BatchNormalization(Conv(x2, 2*depth, { 3,3 }, { 1, 1 }, "same"))); + x2 = BatchNormalization(Conv(UpSampling(x2, { 2,2 }), depth, { 3,3 }, { 1, 1 }, "same")); if (USE_CONCAT) x = Concat({x,x2}); else x = Sum(x,x2); - x = LeakyReLu(Conv(x, depth, { 3,3 }, { 1, 1 }, "same")); - x = LeakyReLu(Conv(x, depth, { 3,3 }, { 1, 1 }, "same")); - x = Conv(x, 1, { 1,1 }); + x = LeakyReLu(BatchNormalization(Conv(x, depth, { 3,3 }, { 1, 1 }, "same"))); + x = LeakyReLu(BatchNormalization(Conv(x, depth, { 3,3 }, { 1, 1 }, "same"))); + x = BatchNormalization(Conv(x, 1, { 1,1 })); return x; } @@ -93,15 +89,16 @@ int main(int argc, char **argv){ // Settings int epochs = 100000; - int batch_size = 2; + int batch_size = 4; ////////////////////////////////////////////////////////////// // Network for Data Augmentation + layer in1=Input({3,584,584}); layer in2=Input({1,584,584}); layer l=Concat({in1,in2}); // Cat image and mask - l= RandomCropScale(l, {0.9f, 1.0f}); // Random Crop and Scale to orig size + //l= RandomCropScale(l, {0.9f, 1.0f}); // Random Crop and Scale to orig size l= CenteredCrop(l,{512,512}); // Crop to work with sizes power 2 layer img=Select(l,{"0:3"}); // UnCat [0-2] image layer mask=Select(l,{"3"}); // UnCat [3] mask @@ -112,7 +109,7 @@ int main(int argc, char **argv){ // Build model for DA build(danet); - toGPU(danet,"low_mem"); // only in GPU 0 with low_mem setup + toGPU(danet,{1,1},10,"low_mem"); summary(danet); ////////////////////////////////////////////////////////////// @@ -121,28 +118,20 @@ int main(int argc, char **argv){ layer out=Sigmoid(UNetWithPadding(in)); model segnet=Model({in},{out}); build(segnet, - adam(0.00001), // Optimizer - {"mse"}, // Losses - {"mse"}, // Metrics - CS_GPU({1}, "low_mem") -// CS_CPU(-1) + adam(0.001), // Optimizer + {"mse"}, // Losses + {"mse"}, // Metrics + CS_GPU({1,1}, 10, "low_mem") ); - // Train on multi-gpu with sync weights every 100 batches: -// toGPU(segnet,{1},100,"low_mem"); // In two gpus, syncronize every 100 batches, low_mem setup summary(segnet); plot(segnet,"segnet.pdf"); ////////////////////////////////////////////////////////////// // Load and preprocess training data - cout<<"Reading train numpy\n"; Tensor* x_train = Tensor::load("drive_trX.bin"); - x_train->info(); x_train->div_(255.0f); - //permute - cout<<"Reading test numpy\n"; Tensor* y_train = Tensor::load("drive_trY.bin"); - y_train->info(); y_train->div_(255.0f); Tensor* xbatch = new Tensor({batch_size,3,584,584}); From 38800bcf975157b63e5d5671aa1ae71731294e5d Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Fri, 12 Feb 2021 10:34:57 +0100 Subject: [PATCH 66/75] Disable zlib / openssl from workflow --- .github/workflows/build-cpu.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-cpu.yml b/.github/workflows/build-cpu.yml index 152752a6f..7fdd66ad9 100644 --- a/.github/workflows/build-cpu.yml +++ b/.github/workflows/build-cpu.yml @@ -18,7 +18,7 @@ jobs: - name: Install utilities run: | sudo apt-get install -y cmake wget graphviz - sudo apt-get install -y build-essential checkinstall zlib1g-dev libssl-dev # Temp + #sudo apt-get install -y build-essential checkinstall zlib1g-dev libcrypto++-dev libssl-dev - name: Build run: | mkdir build From 81496200f2ab8574ca339bbdc78bfe043a3dc242 Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Fri, 12 Feb 2021 10:36:12 +0100 Subject: [PATCH 67/75] Add cuddn flag --- src/CMakeLists.txt | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 07bd768bb..ab15b35d4 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -253,7 +253,10 @@ if(USE_CUDA) # Add libraries target_link_libraries(${PROJECT_NAME} PRIVATE CUDA::cublas CUDA::cudart CUDA::curand) if(USE_CUDNN) - find_library(CUDNN_LIBRARY cudnn HINTS ${CUDAToolkit_LIBRARY_DIR}) + if(NOT CUDNN_ROOT_DIR) + SET(CUDNN_ROOT_DIR ${CUDAToolkit_LIBRARY_DIR}) + endif() + find_library(CUDNN_LIBRARY cudnn HINTS ${CUDNN_ROOT_DIR}) target_link_libraries(${PROJECT_NAME} PRIVATE ${CUDNN_LIBRARY}) endif() @@ -442,6 +445,7 @@ endif() message(STATUS "-------------------------------------------" ) message(STATUS "CUDNN enabled: " ${USE_CUDNN} ) if(USE_CUDNN) + message(STATUS "CuDNN root dir: ${CUDNN_ROOT_DIR}") message(STATUS "CuDNN libraries: ${CUDNN_LIBRARY}") endif() message(STATUS "-------------------------------------------" ) From c5df1bd3efbd65c8435a816d7aa5560959c9f4fe Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Fri, 12 Feb 2021 10:36:29 +0100 Subject: [PATCH 68/75] Add cuddn flag (docs) --- docs/sphinx/source/intro/build-options.rst | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/docs/sphinx/source/intro/build-options.rst b/docs/sphinx/source/intro/build-options.rst index 4ad913094..d52401e4e 100644 --- a/docs/sphinx/source/intro/build-options.rst +++ b/docs/sphinx/source/intro/build-options.rst @@ -181,8 +181,18 @@ troubleshoot the compilation process (see: :doc:`troubleshoot`). .. note:: - This flag is needed to known which CUDA Toolkit/cuDNN the user wants to use. By default cmake looks in the ``PATH``. + This flag is needed to known which CUDA Toolkit the user wants to use. By default cmake looks in the ``PATH``. +- **CUDNN ROOT DIR:** + +.. code:: bash + + --DCUDNN_ROOT_DIR=/path/to/cuda #/usr/local/cuda + +.. note:: + + This flag is needed to known where to look for the cuDNN libraries. By default cuda is expected to be installed in + along with the CUDA toolkit. - **CUDA host compiler:** From e9a12668d3c53375963fab3dceb7e9da08372bd9 Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Fri, 12 Feb 2021 10:37:11 +0100 Subject: [PATCH 69/75] Typo --- docs/sphinx/source/intro/troubleshoot.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/sphinx/source/intro/troubleshoot.rst b/docs/sphinx/source/intro/troubleshoot.rst index ae4a6c4b7..45405b0ca 100644 --- a/docs/sphinx/source/intro/troubleshoot.rst +++ b/docs/sphinx/source/intro/troubleshoot.rst @@ -16,11 +16,11 @@ Also, if it is using CPU and the library has been compiled for CPU, it could be support AVX instructions. -OpenMP -^^^^^^^^ +OpenMP (MacOS) +^^^^^^^^^^^^^^^ On MacOS, the Clang that comes with XCode doesn't support OpenMP. Therefore, we recommend you to install -the GCC compile so that you can take advatange of OpenMP. +the GCC compile so that you can take advantange of OpenMP. *(Note: By default, GCC is just a symlink to Clang. more_)* .. code:: bash From 1a13c7664490313c16f2c10e13da230ac925a76c Mon Sep 17 00:00:00 2001 From: RParedesPalacios Date: Fri, 12 Feb 2021 10:37:24 +0100 Subject: [PATCH 70/75] test4 memory --- examples/test_internals/test4.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/test_internals/test4.cpp b/examples/test_internals/test4.cpp index 0841da2a0..3941fdf2e 100644 --- a/examples/test_internals/test4.cpp +++ b/examples/test_internals/test4.cpp @@ -72,7 +72,7 @@ int main(int argc, char **argv){ } - //CPU + //GPU for(int i=0;i Date: Fri, 12 Feb 2021 10:55:27 +0100 Subject: [PATCH 71/75] examples --- examples/nn/4_NLP/2_nlp_sentiment_gru.cpp | 4 ++-- examples/nn/4_NLP/2_nlp_sentiment_lstm.cpp | 4 ++-- examples/nn/4_NLP/3_nlp_machine_translation.cpp | 2 +- examples/nn/4_NLP/4_nlp_video_to_labels.cpp | 12 ++++++------ examples/nn/4_NLP/5_nlp_text_generation.cpp | 10 +++++----- src/net/net_api.cpp | 1 - 6 files changed, 16 insertions(+), 17 deletions(-) diff --git a/examples/nn/4_NLP/2_nlp_sentiment_gru.cpp b/examples/nn/4_NLP/2_nlp_sentiment_gru.cpp index 362cf4ec6..27f706b9c 100644 --- a/examples/nn/4_NLP/2_nlp_sentiment_gru.cpp +++ b/examples/nn/4_NLP/2_nlp_sentiment_gru.cpp @@ -61,8 +61,8 @@ int main(int argc, char **argv) { optimizer opt = adam(0.001); //opt->set_clip_val(0.01); - compserv cs = CS_CPU(); - //compserv cs = CS_GPU({1}); // one GPU + //compserv cs = CS_CPU(); + compserv cs = CS_GPU({1}); // one GPU //compserv cs = CS_GPU({1,1},100); // two GPU with weight sync every 100 batches // Build model diff --git a/examples/nn/4_NLP/2_nlp_sentiment_lstm.cpp b/examples/nn/4_NLP/2_nlp_sentiment_lstm.cpp index 139285f6b..70b2ae773 100644 --- a/examples/nn/4_NLP/2_nlp_sentiment_lstm.cpp +++ b/examples/nn/4_NLP/2_nlp_sentiment_lstm.cpp @@ -59,8 +59,8 @@ int main(int argc, char **argv) { optimizer opt=adam(0.001); //opt->set_clip_val(0.01); - compserv cs = CS_CPU(); - //compserv cs = CS_GPU({1}); // one GPU + //compserv cs = CS_CPU(); + compserv cs = CS_GPU({1}); // one GPU //compserv cs = CS_GPU({1,1},100); // two GPU with weight sync every 100 batches // Build model diff --git a/examples/nn/4_NLP/3_nlp_machine_translation.cpp b/examples/nn/4_NLP/3_nlp_machine_translation.cpp index 5f7e4f596..53088bf2e 100644 --- a/examples/nn/4_NLP/3_nlp_machine_translation.cpp +++ b/examples/nn/4_NLP/3_nlp_machine_translation.cpp @@ -43,7 +43,7 @@ int main(int argc, char **argv) { download_eutrans(); // Settings - int epochs = 10; + int epochs = 1; int batch_size = 32; int ilength=30; diff --git a/examples/nn/4_NLP/4_nlp_video_to_labels.cpp b/examples/nn/4_NLP/4_nlp_video_to_labels.cpp index eb5e6f7f8..3562dfb95 100644 --- a/examples/nn/4_NLP/4_nlp_video_to_labels.cpp +++ b/examples/nn/4_NLP/4_nlp_video_to_labels.cpp @@ -41,17 +41,16 @@ int main(int argc, char **argv) { l = ReLu(l); l = Dense(l, 2); layer out = ReLu(l); - model deepVO = Model({in},{out}); + model net = Model({in},{out}); - build(deepVO, + build(net, adam(), {"mse"}, {"mse"}, CS_GPU({1}) -// CS_CPU() ); - plot(deepVO,"model.pdf","TB"); - summary(deepVO); + plot(net,"model.pdf","LR"); + summary(net); // Input: 32 samples that are sequences of 10 3D RGB images of 256x256. Tensor* seqImages = Tensor::randu({32, 10, 3, 10, size, size}); @@ -59,8 +58,9 @@ int main(int argc, char **argv) { // Target: A sequence of 7 samples of 2 values per image Tensor* seqLabels = Tensor::randu({32, 7, 2}); + fit(net, {seqImages}, {seqLabels}, 4, 10); - fit(deepVO, {seqImages}, {seqLabels}, 4, 10); + delete net; return 0; diff --git a/examples/nn/4_NLP/5_nlp_text_generation.cpp b/examples/nn/4_NLP/5_nlp_text_generation.cpp index 419367290..3da03c078 100644 --- a/examples/nn/4_NLP/5_nlp_text_generation.cpp +++ b/examples/nn/4_NLP/5_nlp_text_generation.cpp @@ -35,9 +35,9 @@ layer ResBlock(layer l, int filters,int nconv,int half) { l=ReLu(BatchNormalization(Conv(l,filters,{3,3},{1,1}))); if (half) - return Sum(BatchNormalization(Conv(in,filters,{1,1},{2,2})),l); + return Add(BatchNormalization(Conv(in,filters,{1,1},{2,2})),l); else - return Sum(l,in); + return Add(l,in); } @@ -132,16 +132,16 @@ int main(int argc, char **argv) { // Load dataset Tensor *x_train=Tensor::load("flickr_trX.bin","bin"); - x_train->info(); //1000,256,256,3 + //x_train->info(); //1000,256,256,3 Tensor *xtrain=Tensor::permute(x_train,{0,3,1,2});//1000,3,256,256 Tensor *y_train=Tensor::load("flickr_trY.bin","bin"); - y_train->info(); + //y_train->info(); y_train=onehot(y_train,outvs); y_train->reshape_({y_train->shape[0],olength,outvs}); //batch x timesteps x input_dim - y_train->info(); + //y_train->info(); //load(net,"img2text.bin","bin"); diff --git a/src/net/net_api.cpp b/src/net/net_api.cpp index 562d8b99b..f4c76fd32 100644 --- a/src/net/net_api.cpp +++ b/src/net/net_api.cpp @@ -271,7 +271,6 @@ void Net::forward(vector in) msg("size missmatch in list of tensors","Net.forward(vtensor)"); if (batch_size!=in[0]->shape[0]) { - cout<shape[0]<shape[0]); } From ef185cc7a360f04db28fce115d2e91ec901a8e9f Mon Sep 17 00:00:00 2001 From: salvacarrion Date: Fri, 12 Feb 2021 10:59:54 +0100 Subject: [PATCH 72/75] Improve CUDNN support and fallbacks --- src/CMakeLists.txt | 22 ++++++++++++++++++---- 1 file changed, 18 insertions(+), 4 deletions(-) diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index ab15b35d4..e6229c21c 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -253,11 +253,24 @@ if(USE_CUDA) # Add libraries target_link_libraries(${PROJECT_NAME} PRIVATE CUDA::cublas CUDA::cudart CUDA::curand) if(USE_CUDNN) - if(NOT CUDNN_ROOT_DIR) - SET(CUDNN_ROOT_DIR ${CUDAToolkit_LIBRARY_DIR}) + if(CUDNN_ROOT_DIR) + SET(CUDNN_INCLUDE_DIRS ${CUDNN_ROOT_DIR}/include) + find_library(CUDNN_LIBRARY cudnn HINTS ${CUDNN_ROOT_DIR} PATHS ${CUDNN_ROOT_DIR} PATH_SUFFIXES "lib" "lib64") + else() + SET(CUDNN_INCLUDE_DIRS ${CUDAToolkit_INCLUDE_DIRS}) + find_library(CUDNN_LIBRARY cudnn HINTS ${CUDAToolkit_LIBRARY_DIR} PATHS ${CUDAToolkit_LIBRARY_DIR}) + endif() + + # Check if the library has been found + if(CUDNN_LIBRARY) + target_include_directories(${PROJECT_NAME} PRIVATE ${CUDNN_INCLUDE_DIRS}) + target_link_libraries(${PROJECT_NAME} PRIVATE ${CUDNN_LIBRARY}) + else() + message(WARNING "[WARNING] CUDNN was not found but requested during compilation. (Falling back to: '-D BUILD_TARGET=GPU') + Hint: Install CUDNN in the same path as the CUDA Toolkit, or specify the CUDNN path using this flag '-D CUDNN_ROOT_DIR=path'") + SET(BUILD_TARGET "GPU") # Local's scope + SET(USE_CUDNN OFF) # Local's scope (disable) endif() - find_library(CUDNN_LIBRARY cudnn HINTS ${CUDNN_ROOT_DIR}) - target_link_libraries(${PROJECT_NAME} PRIVATE ${CUDNN_LIBRARY}) endif() if(APPLE) @@ -446,6 +459,7 @@ message(STATUS "-------------------------------------------" ) message(STATUS "CUDNN enabled: " ${USE_CUDNN} ) if(USE_CUDNN) message(STATUS "CuDNN root dir: ${CUDNN_ROOT_DIR}") + message(STATUS "CuDNN include dir: ${CUDNN_INCLUDE_DIRS}") message(STATUS "CuDNN libraries: ${CUDNN_LIBRARY}") endif() message(STATUS "-------------------------------------------" ) From a7990aeddc5fece8a3694b2c5e4cc10b8233b973 Mon Sep 17 00:00:00 2001 From: Adrian Castello Date: Fri, 12 Feb 2021 11:16:29 +0100 Subject: [PATCH 73/75] aded code for conv3d but not tested yet --- include/eddl/descriptors/descriptors.h | 18 + src/descriptors/.descriptor_conv.cpp.swp | Bin 0 -> 16384 bytes src/descriptors/descriptor_conv3D.cpp | 78 +- src/hardware/gpu/nn/gpu_conv.cu | 116 ++ src/serialization/onnx/onnx.pb.h | 1805 ++++++++-------------- 5 files changed, 835 insertions(+), 1182 deletions(-) create mode 100644 src/descriptors/.descriptor_conv.cpp.swp diff --git a/include/eddl/descriptors/descriptors.h b/include/eddl/descriptors/descriptors.h index c3c968694..63840fab5 100644 --- a/include/eddl/descriptors/descriptors.h +++ b/include/eddl/descriptors/descriptors.h @@ -206,6 +206,24 @@ class ConvolDescriptor3D { Tensor *gpuK; // kernels Tensor *gpugK; // gradient kernels Tensor *gpuD; // Delta +#ifdef cCUDNN + // Following cuDNN nomenclature + cudnnConvolutionMode_t convolution_mode; + cudnnDataType_t data_type; + cudnnTensorFormat_t tensor_format; + + cudnnConvolutionFwdAlgo_t fwd_algorithm; + cudnnConvolutionBwdFilterAlgo_t bwd_filter_algorithm; + cudnnConvolutionBwdDataAlgo_t bwd_data_algorithm; + cudnnConvolutionDescriptor_t convolution_descriptor; + cudnnTensorDescriptor_t xDesc; //input. also dxDesc + cudnnFilterDescriptor_t wDesc; //kernels also dwDesc + cudnnTensorDescriptor_t yDesc; //output also dyDesc + cudnnTensorDescriptor_t bDesc; //bias, also dbias + + int cudnn_env_init; + int cudnn_conv_back_init; +#endif #ifdef cFPGA // FPGA implementation diff --git a/src/descriptors/.descriptor_conv.cpp.swp b/src/descriptors/.descriptor_conv.cpp.swp new file mode 100644 index 0000000000000000000000000000000000000000..292a852b680241326034daba5e084ead1220ff79 GIT binary patch literal 16384 zcmeI2O^h5z6~_xO9}d_=a3YFCc`TV8dv-q7=4-vPVzXrd* zD-ah{WBt4{ud3dw`d4+;^y}$1&#&CeKU_b?@VcF`=G})LxMTkzwx`ON?bvZ5d_SbJ zH+cE>MIqzX8`MxmS8|69;kte!mQKSJu_L`G31wV(-*LiVTz8`AmOf1dqkvIhw+ifI zM`v42s(r9>fWP-W=XTrB)H4bg1&jhl0i%FXz$jo8FbWt2{tpyLqCM=>7{{CSSVsEq zo2LH0u3wI}kEhE2rOSP7e`%`xx-Ngewx7@evN+mo{ul*}0!9I&fKk9GU=%P47zK<1 zMggOMQNSqhKTyDS8T$zQT9g35^Z)Gr|N6TbdkTCP+z*z(EBhJy9r!JH5&Q;x3w#xP z7JLSL65J2&1qZ?PeT@AR`~&<2JOzFLz7HM&Ujnbbi?OeRCV2XtjQtpV2RsUVa2gy0 zuiS>1;M?F4um#586tKW+d(k)WA~*(q{SL;S1HS-22hW0Uf)k(t{`_{veh*#%KLyvo zRq#bH2A=|Fz!KOC{`NM;o(JCpSHU;H*T56taqt*;6!bw4+yUMP_Je)k)weSCGI#;} z2s{a{f+xV^;32RMPJjlegV**j_6P7h_yVxO1K>{Z_qU)=;3wc3_zL(kI1OIMd_Du7 z1{VO$?+3tt`r`T}{8(_W$F0bAT`%aj+m#>;L@l<5qEhAD;cf1O!)TON*Q%st zHSRezz6oNddYonccDkaPHSz~nWuDTaDNnhpv}^Ll_{qSFXBKpS(O9AzAeM!0+-g`Q zZqspBZsPCe!z%NX2~_M^KCDX^QLs5ttkK|0N?@)8PHSGK5o~j=N{3;<^?qj?KOpgYbTW2#XbtAX7GHXz@HaCuA+PZe)40!Ba5-LheQQ|~;u2|37#S}x^ z&`MR@EDfe78cYU>tfbmThSTOS$8R7pr`mvCG)( z1tRvcKQy72nV#0dyUgMWUnGL}qtWTRCi73F)cv6tc6>1we!JbQvaAjLowQq-YKM#H zF0ap%beMe0O9tHbeVz;iSJTuBCHKQEA+ZDIKGQv9JO4Q8@-2g{PP^LC@r72Z3wg=6 zsnatHUVL)xoK>Z=gI+IiMUOj6=ax^MqL1k(l&8I!^n`wP*XcRu2FnON#W zSM)thb&a=byyy7|e%e{AJmqdv$UyiV+GunwEQCeZ&6@HgRbthN`P|MqT}`7`mtk_T-6%#Y$Ryc+l@uA^LU}$FYFl zQLm?uB&1b}@Zr z&&^F+EUK)vFAY@?p|o623BGGW|Dd0(n$o(o^lG@*xZ#YPwqS0z3umMkIR3~LypsN; 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// (front, back), (top, bottom), (left, right) } +#ifdef cCUDNN + if(!A->isCPU()){ + if(pad[0] != pad[1] || pad[2] != pad[3] || pad[4] != pad[5]){ + std::cout<<"Warning: asymmetric padding not supported by cuDNN... fixing ... potential shapes mismatch later"<isGPU()) { +#ifndef cCUDNN if (mem_level>1) { // Lowering gpuIB=new Tensor(vector{d*r*c,kz*kd*kc*kr}, I->device); @@ -183,7 +200,7 @@ void ConvolDescriptor3D::build(Tensor *A) { if (mem_level==0) gpuOB=new Tensor(vector{z,A->shape[0]*d*r*c}, I->device); } - +#endif // Tensor with variable shared ptr, delete create ptr gpuI=new Tensor(vector{d*r*c,kd*kz*kc*kr}, I->device); gpu_delete_tensor(gpuI->gpu_device,gpuI->ptr); @@ -201,6 +218,48 @@ void ConvolDescriptor3D::build(Tensor *A) { gpugK=new Tensor(vector{z, kz*kd*kc*kr}, I->device); gpu_delete_tensor(gpuI->gpu_device,gpugK->ptr); } +#ifdef cCUDNN + //CUDNN + convolution_mode = CUDNN_CONVOLUTION; //CUDNN_CROSS_CORRELATION + data_type = CUDNN_DATA_FLOAT; + tensor_format = CUDNN_TENSOR_NCHW; // CUDNN_TENSOR_NHWC + + cudnnCreateConvolutionDescriptor(&convolution_descriptor); + int padding[3] = {pad[0],pad[2],pad[4]}; + int strides[3] ={sd,sr,sc}; + int dilats[3] = {1,1,1}; + cudnnSetConvolutionNdDescriptor(convolution_descriptor,3, + padding, + strides, + dilats, + convolution_mode, data_type); + + + cudnnCreateTensorDescriptor(&xDesc); + int dims[5] = {in, iz, id, ir, ic}; + int str[5] = {iz*id*ir*ic,id*ir*ic,ir*ic,ic,1}; + cudnnSetTensorNdDescriptor(xDesc, /*tensor_format,*/ data_type,5,dims,str); + + int ydims[5] = {in,z,d,r,c}; + int ystr[5] = {z*d*r*c, d*r*c, r*c, c, 1}; + cudnnCreateTensorDescriptor(&yDesc); + cudnnSetTensorNdDescriptor(yDesc,/* tensor_format,*/ data_type, 5, ydims, ystr); + + int bdims[5] = {1,z,1,1,1}; + int bstr[5] = {z, 1, 1, 1, 1}; + cudnnCreateTensorDescriptor(&bDesc); + cudnnSetTensorNdDescriptor(bDesc,/* tensor_format,*/ data_type, 5, bdims, bstr); + + int fdims[5] = {nk, kz, kd, kr, kc}; + // int fstr[5] = {kz*kd*kr*kc,kd*kr*kc,kr*kc,kc,1}; + cudnnCreateFilterDescriptor(&wDesc); + cudnnSetFilterNdDescriptor(wDesc, data_type, tensor_format, 5, fdims); + + cudnn_env_init = -1; + cudnn_conv_back_init = -1; + +#endif + #endif #ifdef cFPGA @@ -232,12 +291,29 @@ void ConvolDescriptor3D::resize(int b) } #ifdef cGPU else if (I->isGPU()) { +#ifndef cCUDNN if (mem_level<2) gpuIB->resize(b*d*r*c); if (mem_level==0) { delete gpuOB; gpuOB=new Tensor(vector{z,b*d*r*c}, I->device); } +#endif + +#ifdef cCUDNN + int dims[5] = {b, iz, id, ir, ic}; + int str[5] = {iz*id*ir*ic,id*ir*ic,ir*ic,ic,1}; + cudnnSetTensorNdDescriptor(xDesc, /*tensor_format,*/ data_type,5,dims,str); + + int ydims[5] = {b,z,d,r,c}; + int ystr[5] = {z*d*r*c, d*r*c, r*c, c, 1}; + cudnnSetTensorNdDescriptor(yDesc, /*tensor_format,*/ data_type, 5, ydims, ystr); + + //cudnnSetTensor4dDescriptor(yDesc, tensor_format, data_type, O->shape[0], O->shape[1],O->shape[2],O->shape[3]); + + + +#endif } #endif diff --git a/src/hardware/gpu/nn/gpu_conv.cu b/src/hardware/gpu/nn/gpu_conv.cu index d45218c15..fa45aa313 100644 --- a/src/hardware/gpu/nn/gpu_conv.cu +++ b/src/hardware/gpu/nn/gpu_conv.cu @@ -350,13 +350,129 @@ void gpu_conv2D_back(ConvolDescriptor *D){ void gpu_conv3D(ConvolDescriptor3D *D){ + int device=D->I->gpu_device; + cudaSetDevice(device); +#ifdef cCUDNN + // FWD environment + float alpha = 1.0f; + float beta = 0.0f; + if (D->cudnn_env_init < 0){ + D->cudnn_env_init = 1; + + int requestedAlgoCount; + check_cudnn(cudnnGetConvolutionForwardAlgorithmMaxCount( hdnn[device], &requestedAlgoCount), + "cudnnGetConvolutionForwardAlgorithmMaxCount",__FILE__); + + int returnedAlgoCount; + cudnnConvolutionFwdAlgoPerf_t * perfResults = new cudnnConvolutionFwdAlgoPerf_t [requestedAlgoCount]; + check_cudnn(cudnnFindConvolutionForwardAlgorithm( hdnn[device], D->xDesc, D->wDesc, D->convolution_descriptor, D->yDesc, + requestedAlgoCount, &returnedAlgoCount, perfResults),"cudnnFindConvolutionForwardAlgorithm",__FILE__); + + int aux_alg = 0; + size_t size; + do{ + D->fwd_algorithm = perfResults[aux_alg].algo; + + check_cudnn(cudnnGetConvolutionForwardWorkspaceSize(hdnn[device],D->xDesc, D->wDesc, + D->convolution_descriptor, D->yDesc, + D->fwd_algorithm, &size), + "cudnnGetConvolutionForwardWorkspaceSize",__FILE__); + aux_alg++; + } + while(allocate_workspace(size,device)); + } + //BWD environment + if (D->cudnn_conv_back_init < 0){ + D->cudnn_conv_back_init = 1; + int requestedAlgoCount; + + check_cudnn(cudnnGetConvolutionBackwardFilterAlgorithmMaxCount( + hdnn[device], &requestedAlgoCount),"cudnnGetConvolutionBackwardFilterAlgorithmMaxCount",__FILE__); + int returnedAlgoCount; + cudnnConvolutionBwdFilterAlgoPerf_t * perfResults = new cudnnConvolutionBwdFilterAlgoPerf_t [requestedAlgoCount]; + + check_cudnn(cudnnFindConvolutionBackwardFilterAlgorithm(hdnn[device], D->xDesc, D->yDesc, + D->convolution_descriptor, D->wDesc, requestedAlgoCount, + &returnedAlgoCount, perfResults),"cudnnFindConvolutionBackwardFilterAlgorithm",__FILE__); + int aux_alg = 0; + size_t size; + do{ + D->bwd_filter_algorithm = perfResults[aux_alg].algo; + + check_cudnn(cudnnGetConvolutionBackwardFilterWorkspaceSize(hdnn[device],D->xDesc, D->yDesc, + D->convolution_descriptor, D->wDesc, + D->bwd_filter_algorithm, &size),"cudnnGetConvolutionBackwardFilterWorkspaceSize",__FILE__); + aux_alg++; + } + while(allocate_workspace(size,device)); + //////////// DATA!!!! + requestedAlgoCount = 0; + check_cudnn(cudnnGetConvolutionBackwardDataAlgorithmMaxCount(hdnn[device], &requestedAlgoCount),"cudnnGetConvolutionBackwardDataAlgorithmMaxCount", __FILE__); + returnedAlgoCount=0; + cudnnConvolutionBwdDataAlgoPerf_t * perfResults_d = new cudnnConvolutionBwdDataAlgoPerf_t [requestedAlgoCount]; + + check_cudnn(cudnnFindConvolutionBackwardDataAlgorithm(hdnn[device], D->wDesc, D->yDesc, + D->convolution_descriptor, D->xDesc, requestedAlgoCount, + &returnedAlgoCount, perfResults_d),"(cudnnFindConvolutionBackwardDataAlgorithm",__FILE__); + aux_alg = 0; + size=0; + do{ + D->bwd_data_algorithm = perfResults_d[aux_alg].algo; + + check_cudnn(cudnnGetConvolutionBackwardDataWorkspaceSize(hdnn[device],D->wDesc, D->yDesc, + D->convolution_descriptor, D->xDesc, + D->bwd_data_algorithm, &size),"cudnnGetConvolutionBackwardDataWorkspaceSize",__FILE__); + aux_alg++; + } + while(allocate_workspace(size,device)); + + } + + check_cudnn(cudnnConvolutionForward( hdnn[device], &alpha, D->xDesc, D->I->ptr, + D->wDesc, D->K->ptr, + D->convolution_descriptor, D->fwd_algorithm, + shared_workspace[device], workspace_size[device], + &beta, D->yDesc, D->O->ptr),"cudnnConvolutionForward",__FILE__); + if (D->use_bias) { + check_cudnn(cudnnAddTensor(hdnn[device], &alpha, D->bDesc, D->bias->ptr, + &alpha, D->yDesc, D->O->ptr),"cudnnAddTensor",__FILE__); + } + + +#endif } void gpu_conv3D_grad(ConvolDescriptor3D *D){ + int device=D->I->gpu_device; + cudaSetDevice(device); +#ifndef cCUDNN + check_cudnn(cudnnConvolutionBackwardFilter(hdnn[device], &alpha, + D->xDesc, D->I->ptr, + D->yDesc, D->D->ptr, D->convolution_descriptor, + D->bwd_filter_algorithm, + shared_workspace[device], workspace_size[device], + &beta, D->wDesc, D->gK->ptr),"cudnnConvolutionBackwardFilter",__FILE__); + if (D->use_bias) { + check_cudnn(cudnnConvolutionBackwardBias(hdnn[device], &alpha, D->yDesc, D->D->ptr, + &beta, D->bDesc, D->gbias->ptr),"cudnnConvolutionBackwardBias",__FILE__); + } +#endif } void gpu_conv3D_back(ConvolDescriptor3D *D){ + int device=D->I->gpu_device; + cudaSetDevice(device); +#ifdef cCUDNN + float alpha = 1.0f; + float beta = 0.0f; + check_cudnn(cudnnConvolutionBackwardData(hdnn[device], &alpha, D->wDesc, D->K->ptr, + D->yDesc, D->D->ptr, + D->convolution_descriptor, D->bwd_data_algorithm, + shared_workspace[device], workspace_size[device], + &beta, D->xDesc, D->ID->ptr),"cudnnConvolutionBackwardData",__FILE__); +#endif + } diff --git a/src/serialization/onnx/onnx.pb.h b/src/serialization/onnx/onnx.pb.h index efa74a839..5313a753d 100644 --- a/src/serialization/onnx/onnx.pb.h +++ b/src/serialization/onnx/onnx.pb.h @@ -8,12 +8,12 @@ #include #include -#if PROTOBUF_VERSION < 3014000 +#if PROTOBUF_VERSION < 3011000 #error This file was generated by a newer version of protoc which is #error incompatible with your Protocol Buffer headers. Please update #error your headers. #endif -#if 3014000 < PROTOBUF_MIN_PROTOC_VERSION +#if 3011004 < PROTOBUF_MIN_PROTOC_VERSION #error This file was generated by an older version of protoc which is #error incompatible with your Protocol Buffer headers. Please #error regenerate this file with a newer version of protoc. @@ -25,7 +25,8 @@ #include #include #include -#include +#include +#include #include #include #include // IWYU pragma: export @@ -45,7 +46,7 @@ PROTOBUF_NAMESPACE_CLOSE struct TableStruct_onnx_2eproto { static const ::PROTOBUF_NAMESPACE_ID::internal::ParseTableField entries[] PROTOBUF_SECTION_VARIABLE(protodesc_cold); - static const ::PROTOBUF_NAMESPACE_ID::internal::AuxiliaryParseTableField aux[] + static const ::PROTOBUF_NAMESPACE_ID::internal::AuxillaryParseTableField aux[] PROTOBUF_SECTION_VARIABLE(protodesc_cold); static const ::PROTOBUF_NAMESPACE_ID::internal::ParseTable schema[17] PROTOBUF_SECTION_VARIABLE(protodesc_cold); @@ -158,7 +159,7 @@ inline const std::string& AttributeProto_AttributeType_Name(T enum_t_value) { AttributeProto_AttributeType_descriptor(), enum_t_value); } inline bool AttributeProto_AttributeType_Parse( - ::PROTOBUF_NAMESPACE_ID::ConstStringParam name, AttributeProto_AttributeType* value) { + const std::string& name, AttributeProto_AttributeType* value) { return ::PROTOBUF_NAMESPACE_ID::internal::ParseNamedEnum( AttributeProto_AttributeType_descriptor(), name, value); } @@ -196,7 +197,7 @@ inline const std::string& TensorProto_DataType_Name(T enum_t_value) { TensorProto_DataType_descriptor(), enum_t_value); } inline bool TensorProto_DataType_Parse( - ::PROTOBUF_NAMESPACE_ID::ConstStringParam name, TensorProto_DataType* value) { + const std::string& name, TensorProto_DataType* value) { return ::PROTOBUF_NAMESPACE_ID::internal::ParseNamedEnum( TensorProto_DataType_descriptor(), name, value); } @@ -219,7 +220,7 @@ inline const std::string& TensorProto_DataLocation_Name(T enum_t_value) { TensorProto_DataLocation_descriptor(), enum_t_value); } inline bool TensorProto_DataLocation_Parse( - ::PROTOBUF_NAMESPACE_ID::ConstStringParam name, TensorProto_DataLocation* value) { + const std::string& name, TensorProto_DataLocation* value) { return ::PROTOBUF_NAMESPACE_ID::internal::ParseNamedEnum( TensorProto_DataLocation_descriptor(), name, value); } @@ -247,16 +248,16 @@ inline const std::string& Version_Name(T enum_t_value) { Version_descriptor(), enum_t_value); } inline bool Version_Parse( - ::PROTOBUF_NAMESPACE_ID::ConstStringParam name, Version* value) { + const std::string& name, Version* value) { return ::PROTOBUF_NAMESPACE_ID::internal::ParseNamedEnum( Version_descriptor(), name, value); } // =================================================================== -class AttributeProto PROTOBUF_FINAL : +class AttributeProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.AttributeProto) */ { public: - inline AttributeProto() : AttributeProto(nullptr) {} + AttributeProto(); virtual ~AttributeProto(); AttributeProto(const AttributeProto& from); @@ -270,7 +271,7 @@ class AttributeProto PROTOBUF_FINAL : return *this; } inline AttributeProto& operator=(AttributeProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -279,10 +280,10 @@ class AttributeProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -296,6 +297,7 @@ class AttributeProto PROTOBUF_FINAL : } static const AttributeProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const AttributeProto* internal_default_instance() { return reinterpret_cast( &_AttributeProto_default_instance_); @@ -308,15 +310,6 @@ class AttributeProto PROTOBUF_FINAL : } inline void Swap(AttributeProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(AttributeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -351,11 +344,13 @@ class AttributeProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.AttributeProto"; } - protected: - explicit AttributeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -416,7 +411,7 @@ class AttributeProto PROTOBUF_FINAL : "Incorrect type passed to function AttributeType_Name."); return AttributeProto_AttributeType_Name(enum_t_value); } - static inline bool AttributeType_Parse(::PROTOBUF_NAMESPACE_ID::ConstStringParam name, + static inline bool AttributeType_Parse(const std::string& name, AttributeType* value) { return AttributeProto_AttributeType_Parse(name, value); } @@ -657,9 +652,6 @@ class AttributeProto PROTOBUF_FINAL : const ::onnx::TensorProto& _internal_t() const; ::onnx::TensorProto* _internal_mutable_t(); public: - void unsafe_arena_set_allocated_t( - ::onnx::TensorProto* t); - ::onnx::TensorProto* unsafe_arena_release_t(); // optional .onnx.GraphProto g = 6; bool has_g() const; @@ -675,9 +667,6 @@ class AttributeProto PROTOBUF_FINAL : const ::onnx::GraphProto& _internal_g() const; ::onnx::GraphProto* _internal_mutable_g(); public: - void unsafe_arena_set_allocated_g( - ::onnx::GraphProto* g); - ::onnx::GraphProto* unsafe_arena_release_g(); // optional .onnx.SparseTensorProto sparse_tensor = 22; bool has_sparse_tensor() const; @@ -693,9 +682,6 @@ class AttributeProto PROTOBUF_FINAL : const ::onnx::SparseTensorProto& _internal_sparse_tensor() const; ::onnx::SparseTensorProto* _internal_mutable_sparse_tensor(); public: - void unsafe_arena_set_allocated_sparse_tensor( - ::onnx::SparseTensorProto* sparse_tensor); - ::onnx::SparseTensorProto* unsafe_arena_release_sparse_tensor(); // optional int64 i = 3; bool has_i() const; @@ -740,9 +726,7 @@ class AttributeProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< float > floats_; @@ -765,10 +749,10 @@ class AttributeProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class ValueInfoProto PROTOBUF_FINAL : +class ValueInfoProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.ValueInfoProto) */ { public: - inline ValueInfoProto() : ValueInfoProto(nullptr) {} + ValueInfoProto(); virtual ~ValueInfoProto(); ValueInfoProto(const ValueInfoProto& from); @@ -782,7 +766,7 @@ class ValueInfoProto PROTOBUF_FINAL : return *this; } inline ValueInfoProto& operator=(ValueInfoProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -791,10 +775,10 @@ class ValueInfoProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -808,6 +792,7 @@ class ValueInfoProto PROTOBUF_FINAL : } static const ValueInfoProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const ValueInfoProto* internal_default_instance() { return reinterpret_cast( &_ValueInfoProto_default_instance_); @@ -820,15 +805,6 @@ class ValueInfoProto PROTOBUF_FINAL : } inline void Swap(ValueInfoProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(ValueInfoProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -863,11 +839,13 @@ class ValueInfoProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.ValueInfoProto"; } - protected: - explicit ValueInfoProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -942,17 +920,12 @@ class ValueInfoProto PROTOBUF_FINAL : const ::onnx::TypeProto& _internal_type() const; ::onnx::TypeProto* _internal_mutable_type(); public: - void unsafe_arena_set_allocated_type( - ::onnx::TypeProto* type); - ::onnx::TypeProto* unsafe_arena_release_type(); // @@protoc_insertion_point(class_scope:onnx.ValueInfoProto) private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr name_; @@ -962,10 +935,10 @@ class ValueInfoProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class NodeProto PROTOBUF_FINAL : +class NodeProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.NodeProto) */ { public: - inline NodeProto() : NodeProto(nullptr) {} + NodeProto(); virtual ~NodeProto(); NodeProto(const NodeProto& from); @@ -979,7 +952,7 @@ class NodeProto PROTOBUF_FINAL : return *this; } inline NodeProto& operator=(NodeProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -988,10 +961,10 @@ class NodeProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1005,6 +978,7 @@ class NodeProto PROTOBUF_FINAL : } static const NodeProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const NodeProto* internal_default_instance() { return reinterpret_cast( &_NodeProto_default_instance_); @@ -1017,15 +991,6 @@ class NodeProto PROTOBUF_FINAL : } inline void Swap(NodeProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(NodeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1060,11 +1025,13 @@ class NodeProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.NodeProto"; } - protected: - explicit NodeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1239,9 +1206,7 @@ class NodeProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField input_; @@ -1255,10 +1220,10 @@ class NodeProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class ModelProto PROTOBUF_FINAL : +class ModelProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.ModelProto) */ { public: - inline ModelProto() : ModelProto(nullptr) {} + ModelProto(); virtual ~ModelProto(); ModelProto(const ModelProto& from); @@ -1272,7 +1237,7 @@ class ModelProto PROTOBUF_FINAL : return *this; } inline ModelProto& operator=(ModelProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1281,10 +1246,10 @@ class ModelProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1298,6 +1263,7 @@ class ModelProto PROTOBUF_FINAL : } static const ModelProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const ModelProto* internal_default_instance() { return reinterpret_cast( &_ModelProto_default_instance_); @@ -1310,15 +1276,6 @@ class ModelProto PROTOBUF_FINAL : } inline void Swap(ModelProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(ModelProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1353,11 +1310,13 @@ class ModelProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.ModelProto"; } - protected: - explicit ModelProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1514,9 +1473,6 @@ class ModelProto PROTOBUF_FINAL : const ::onnx::GraphProto& _internal_graph() const; ::onnx::GraphProto* _internal_mutable_graph(); public: - void unsafe_arena_set_allocated_graph( - ::onnx::GraphProto* graph); - ::onnx::GraphProto* unsafe_arena_release_graph(); // optional int64 ir_version = 1; bool has_ir_version() const; @@ -1548,9 +1504,7 @@ class ModelProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::OperatorSetIdProto > opset_import_; @@ -1566,10 +1520,10 @@ class ModelProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class StringStringEntryProto PROTOBUF_FINAL : +class StringStringEntryProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.StringStringEntryProto) */ { public: - inline StringStringEntryProto() : StringStringEntryProto(nullptr) {} + StringStringEntryProto(); virtual ~StringStringEntryProto(); StringStringEntryProto(const StringStringEntryProto& from); @@ -1583,7 +1537,7 @@ class StringStringEntryProto PROTOBUF_FINAL : return *this; } inline StringStringEntryProto& operator=(StringStringEntryProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1592,10 +1546,10 @@ class StringStringEntryProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1609,6 +1563,7 @@ class StringStringEntryProto PROTOBUF_FINAL : } static const StringStringEntryProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const StringStringEntryProto* internal_default_instance() { return reinterpret_cast( &_StringStringEntryProto_default_instance_); @@ -1621,15 +1576,6 @@ class StringStringEntryProto PROTOBUF_FINAL : } inline void Swap(StringStringEntryProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(StringStringEntryProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1664,11 +1610,13 @@ class StringStringEntryProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.StringStringEntryProto"; } - protected: - explicit StringStringEntryProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1732,9 +1680,7 @@ class StringStringEntryProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr key_; @@ -1743,10 +1689,10 @@ class StringStringEntryProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorAnnotation PROTOBUF_FINAL : +class TensorAnnotation : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorAnnotation) */ { public: - inline TensorAnnotation() : TensorAnnotation(nullptr) {} + TensorAnnotation(); virtual ~TensorAnnotation(); TensorAnnotation(const TensorAnnotation& from); @@ -1760,7 +1706,7 @@ class TensorAnnotation PROTOBUF_FINAL : return *this; } inline TensorAnnotation& operator=(TensorAnnotation&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1769,10 +1715,10 @@ class TensorAnnotation PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1786,6 +1732,7 @@ class TensorAnnotation PROTOBUF_FINAL : } static const TensorAnnotation& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorAnnotation* internal_default_instance() { return reinterpret_cast( &_TensorAnnotation_default_instance_); @@ -1798,15 +1745,6 @@ class TensorAnnotation PROTOBUF_FINAL : } inline void Swap(TensorAnnotation* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorAnnotation* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -1841,11 +1779,13 @@ class TensorAnnotation PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorAnnotation"; } - protected: - explicit TensorAnnotation(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -1907,9 +1847,7 @@ class TensorAnnotation PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::StringStringEntryProto > quant_parameter_tensor_names_; @@ -1918,10 +1856,10 @@ class TensorAnnotation PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class GraphProto PROTOBUF_FINAL : +class GraphProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.GraphProto) */ { public: - inline GraphProto() : GraphProto(nullptr) {} + GraphProto(); virtual ~GraphProto(); GraphProto(const GraphProto& from); @@ -1935,7 +1873,7 @@ class GraphProto PROTOBUF_FINAL : return *this; } inline GraphProto& operator=(GraphProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -1944,10 +1882,10 @@ class GraphProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -1961,6 +1899,7 @@ class GraphProto PROTOBUF_FINAL : } static const GraphProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const GraphProto* internal_default_instance() { return reinterpret_cast( &_GraphProto_default_instance_); @@ -1973,15 +1912,6 @@ class GraphProto PROTOBUF_FINAL : } inline void Swap(GraphProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(GraphProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2016,11 +1946,13 @@ class GraphProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.GraphProto"; } - protected: - explicit GraphProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2217,9 +2149,7 @@ class GraphProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::NodeProto > node_; @@ -2235,10 +2165,10 @@ class GraphProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorProto_Segment PROTOBUF_FINAL : +class TensorProto_Segment : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorProto.Segment) */ { public: - inline TensorProto_Segment() : TensorProto_Segment(nullptr) {} + TensorProto_Segment(); virtual ~TensorProto_Segment(); TensorProto_Segment(const TensorProto_Segment& from); @@ -2252,7 +2182,7 @@ class TensorProto_Segment PROTOBUF_FINAL : return *this; } inline TensorProto_Segment& operator=(TensorProto_Segment&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2261,10 +2191,10 @@ class TensorProto_Segment PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2278,6 +2208,7 @@ class TensorProto_Segment PROTOBUF_FINAL : } static const TensorProto_Segment& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorProto_Segment* internal_default_instance() { return reinterpret_cast( &_TensorProto_Segment_default_instance_); @@ -2290,15 +2221,6 @@ class TensorProto_Segment PROTOBUF_FINAL : } inline void Swap(TensorProto_Segment* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorProto_Segment* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2333,11 +2255,13 @@ class TensorProto_Segment PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorProto.Segment"; } - protected: - explicit TensorProto_Segment(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2387,9 +2311,7 @@ class TensorProto_Segment PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::int64 begin_; @@ -2398,10 +2320,10 @@ class TensorProto_Segment PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorProto PROTOBUF_FINAL : +class TensorProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorProto) */ { public: - inline TensorProto() : TensorProto(nullptr) {} + TensorProto(); virtual ~TensorProto(); TensorProto(const TensorProto& from); @@ -2415,7 +2337,7 @@ class TensorProto PROTOBUF_FINAL : return *this; } inline TensorProto& operator=(TensorProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2424,10 +2346,10 @@ class TensorProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2441,6 +2363,7 @@ class TensorProto PROTOBUF_FINAL : } static const TensorProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorProto* internal_default_instance() { return reinterpret_cast( &_TensorProto_default_instance_); @@ -2453,15 +2376,6 @@ class TensorProto PROTOBUF_FINAL : } inline void Swap(TensorProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -2496,11 +2410,13 @@ class TensorProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorProto"; } - protected: - explicit TensorProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -2571,7 +2487,7 @@ class TensorProto PROTOBUF_FINAL : "Incorrect type passed to function DataType_Name."); return TensorProto_DataType_Name(enum_t_value); } - static inline bool DataType_Parse(::PROTOBUF_NAMESPACE_ID::ConstStringParam name, + static inline bool DataType_Parse(const std::string& name, DataType* value) { return TensorProto_DataType_Parse(name, value); } @@ -2601,7 +2517,7 @@ class TensorProto PROTOBUF_FINAL : "Incorrect type passed to function DataLocation_Name."); return TensorProto_DataLocation_Name(enum_t_value); } - static inline bool DataLocation_Parse(::PROTOBUF_NAMESPACE_ID::ConstStringParam name, + static inline bool DataLocation_Parse(const std::string& name, DataLocation* value) { return TensorProto_DataLocation_Parse(name, value); } @@ -2872,9 +2788,6 @@ class TensorProto PROTOBUF_FINAL : const ::onnx::TensorProto_Segment& _internal_segment() const; ::onnx::TensorProto_Segment* _internal_mutable_segment(); public: - void unsafe_arena_set_allocated_segment( - ::onnx::TensorProto_Segment* segment); - ::onnx::TensorProto_Segment* unsafe_arena_release_segment(); // optional int32 data_type = 2; bool has_data_type() const; @@ -2906,9 +2819,7 @@ class TensorProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< ::PROTOBUF_NAMESPACE_ID::int64 > dims_; @@ -2934,10 +2845,10 @@ class TensorProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class SparseTensorProto PROTOBUF_FINAL : +class SparseTensorProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.SparseTensorProto) */ { public: - inline SparseTensorProto() : SparseTensorProto(nullptr) {} + SparseTensorProto(); virtual ~SparseTensorProto(); SparseTensorProto(const SparseTensorProto& from); @@ -2951,7 +2862,7 @@ class SparseTensorProto PROTOBUF_FINAL : return *this; } inline SparseTensorProto& operator=(SparseTensorProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -2960,10 +2871,10 @@ class SparseTensorProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -2977,6 +2888,7 @@ class SparseTensorProto PROTOBUF_FINAL : } static const SparseTensorProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const SparseTensorProto* internal_default_instance() { return reinterpret_cast( &_SparseTensorProto_default_instance_); @@ -2989,15 +2901,6 @@ class SparseTensorProto PROTOBUF_FINAL : } inline void Swap(SparseTensorProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(SparseTensorProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3032,11 +2935,13 @@ class SparseTensorProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.SparseTensorProto"; } - protected: - explicit SparseTensorProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3093,9 +2998,6 @@ class SparseTensorProto PROTOBUF_FINAL : const ::onnx::TensorProto& _internal_values() const; ::onnx::TensorProto* _internal_mutable_values(); public: - void unsafe_arena_set_allocated_values( - ::onnx::TensorProto* values); - ::onnx::TensorProto* unsafe_arena_release_values(); // optional .onnx.TensorProto indices = 2; bool has_indices() const; @@ -3111,17 +3013,12 @@ class SparseTensorProto PROTOBUF_FINAL : const ::onnx::TensorProto& _internal_indices() const; ::onnx::TensorProto* _internal_mutable_indices(); public: - void unsafe_arena_set_allocated_indices( - ::onnx::TensorProto* indices); - ::onnx::TensorProto* unsafe_arena_release_indices(); // @@protoc_insertion_point(class_scope:onnx.SparseTensorProto) private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::RepeatedField< ::PROTOBUF_NAMESPACE_ID::int64 > dims_; @@ -3131,10 +3028,10 @@ class SparseTensorProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorShapeProto_Dimension PROTOBUF_FINAL : +class TensorShapeProto_Dimension : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorShapeProto.Dimension) */ { public: - inline TensorShapeProto_Dimension() : TensorShapeProto_Dimension(nullptr) {} + TensorShapeProto_Dimension(); virtual ~TensorShapeProto_Dimension(); TensorShapeProto_Dimension(const TensorShapeProto_Dimension& from); @@ -3148,7 +3045,7 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : return *this; } inline TensorShapeProto_Dimension& operator=(TensorShapeProto_Dimension&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3157,10 +3054,10 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3180,6 +3077,7 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : VALUE_NOT_SET = 0, }; + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorShapeProto_Dimension* internal_default_instance() { return reinterpret_cast( &_TensorShapeProto_Dimension_default_instance_); @@ -3192,15 +3090,6 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : } inline void Swap(TensorShapeProto_Dimension* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorShapeProto_Dimension* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3235,11 +3124,13 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorShapeProto.Dimension"; } - protected: - explicit TensorShapeProto_Dimension(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3280,7 +3171,7 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : std::string* _internal_mutable_denotation(); public: - // int64 dim_value = 1; + // optional int64 dim_value = 1; bool has_dim_value() const; private: bool _internal_has_dim_value() const; @@ -3293,7 +3184,7 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : void _internal_set_dim_value(::PROTOBUF_NAMESPACE_ID::int64 value); public: - // string dim_param = 2; + // optional string dim_param = 2; bool has_dim_param() const; private: bool _internal_has_dim_param() const; @@ -3324,9 +3215,7 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : inline bool has_value() const; inline void clear_has_value(); - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr denotation_; @@ -3341,10 +3230,10 @@ class TensorShapeProto_Dimension PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TensorShapeProto PROTOBUF_FINAL : +class TensorShapeProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TensorShapeProto) */ { public: - inline TensorShapeProto() : TensorShapeProto(nullptr) {} + TensorShapeProto(); virtual ~TensorShapeProto(); TensorShapeProto(const TensorShapeProto& from); @@ -3358,7 +3247,7 @@ class TensorShapeProto PROTOBUF_FINAL : return *this; } inline TensorShapeProto& operator=(TensorShapeProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3367,10 +3256,10 @@ class TensorShapeProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3384,6 +3273,7 @@ class TensorShapeProto PROTOBUF_FINAL : } static const TensorShapeProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TensorShapeProto* internal_default_instance() { return reinterpret_cast( &_TensorShapeProto_default_instance_); @@ -3396,15 +3286,6 @@ class TensorShapeProto PROTOBUF_FINAL : } inline void Swap(TensorShapeProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TensorShapeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3439,11 +3320,13 @@ class TensorShapeProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TensorShapeProto"; } - protected: - explicit TensorShapeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3486,19 +3369,18 @@ class TensorShapeProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; - ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::TensorShapeProto_Dimension > dim_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; + ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; + ::PROTOBUF_NAMESPACE_ID::RepeatedPtrField< ::onnx::TensorShapeProto_Dimension > dim_; friend struct ::TableStruct_onnx_2eproto; }; // ------------------------------------------------------------------- -class TypeProto_Tensor PROTOBUF_FINAL : +class TypeProto_Tensor : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Tensor) */ { public: - inline TypeProto_Tensor() : TypeProto_Tensor(nullptr) {} + TypeProto_Tensor(); virtual ~TypeProto_Tensor(); TypeProto_Tensor(const TypeProto_Tensor& from); @@ -3512,7 +3394,7 @@ class TypeProto_Tensor PROTOBUF_FINAL : return *this; } inline TypeProto_Tensor& operator=(TypeProto_Tensor&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3521,10 +3403,10 @@ class TypeProto_Tensor PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3538,6 +3420,7 @@ class TypeProto_Tensor PROTOBUF_FINAL : } static const TypeProto_Tensor& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TypeProto_Tensor* internal_default_instance() { return reinterpret_cast( &_TypeProto_Tensor_default_instance_); @@ -3550,15 +3433,6 @@ class TypeProto_Tensor PROTOBUF_FINAL : } inline void Swap(TypeProto_Tensor* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TypeProto_Tensor* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3593,11 +3467,13 @@ class TypeProto_Tensor PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Tensor"; } - protected: - explicit TypeProto_Tensor(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3631,9 +3507,6 @@ class TypeProto_Tensor PROTOBUF_FINAL : const ::onnx::TensorShapeProto& _internal_shape() const; ::onnx::TensorShapeProto* _internal_mutable_shape(); public: - void unsafe_arena_set_allocated_shape( - ::onnx::TensorShapeProto* shape); - ::onnx::TensorShapeProto* unsafe_arena_release_shape(); // optional int32 elem_type = 1; bool has_elem_type() const; @@ -3652,9 +3525,7 @@ class TypeProto_Tensor PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TensorShapeProto* shape_; @@ -3663,10 +3534,10 @@ class TypeProto_Tensor PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TypeProto_Sequence PROTOBUF_FINAL : +class TypeProto_Sequence : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Sequence) */ { public: - inline TypeProto_Sequence() : TypeProto_Sequence(nullptr) {} + TypeProto_Sequence(); virtual ~TypeProto_Sequence(); TypeProto_Sequence(const TypeProto_Sequence& from); @@ -3680,7 +3551,7 @@ class TypeProto_Sequence PROTOBUF_FINAL : return *this; } inline TypeProto_Sequence& operator=(TypeProto_Sequence&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3689,10 +3560,10 @@ class TypeProto_Sequence PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3706,6 +3577,7 @@ class TypeProto_Sequence PROTOBUF_FINAL : } static const TypeProto_Sequence& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TypeProto_Sequence* internal_default_instance() { return reinterpret_cast( &_TypeProto_Sequence_default_instance_); @@ -3718,15 +3590,6 @@ class TypeProto_Sequence PROTOBUF_FINAL : } inline void Swap(TypeProto_Sequence* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TypeProto_Sequence* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3761,11 +3624,13 @@ class TypeProto_Sequence PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Sequence"; } - protected: - explicit TypeProto_Sequence(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3798,17 +3663,12 @@ class TypeProto_Sequence PROTOBUF_FINAL : const ::onnx::TypeProto& _internal_elem_type() const; ::onnx::TypeProto* _internal_mutable_elem_type(); public: - void unsafe_arena_set_allocated_elem_type( - ::onnx::TypeProto* elem_type); - ::onnx::TypeProto* unsafe_arena_release_elem_type(); // @@protoc_insertion_point(class_scope:onnx.TypeProto.Sequence) private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TypeProto* elem_type_; @@ -3816,10 +3676,10 @@ class TypeProto_Sequence PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TypeProto_Map PROTOBUF_FINAL : +class TypeProto_Map : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto.Map) */ { public: - inline TypeProto_Map() : TypeProto_Map(nullptr) {} + TypeProto_Map(); virtual ~TypeProto_Map(); TypeProto_Map(const TypeProto_Map& from); @@ -3833,7 +3693,7 @@ class TypeProto_Map PROTOBUF_FINAL : return *this; } inline TypeProto_Map& operator=(TypeProto_Map&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -3842,10 +3702,10 @@ class TypeProto_Map PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -3859,6 +3719,7 @@ class TypeProto_Map PROTOBUF_FINAL : } static const TypeProto_Map& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TypeProto_Map* internal_default_instance() { return reinterpret_cast( &_TypeProto_Map_default_instance_); @@ -3871,15 +3732,6 @@ class TypeProto_Map PROTOBUF_FINAL : } inline void Swap(TypeProto_Map* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TypeProto_Map* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -3914,11 +3766,13 @@ class TypeProto_Map PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto.Map"; } - protected: - explicit TypeProto_Map(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -3952,9 +3806,6 @@ class TypeProto_Map PROTOBUF_FINAL : const ::onnx::TypeProto& _internal_value_type() const; ::onnx::TypeProto* _internal_mutable_value_type(); public: - void unsafe_arena_set_allocated_value_type( - ::onnx::TypeProto* value_type); - ::onnx::TypeProto* unsafe_arena_release_value_type(); // optional int32 key_type = 1; bool has_key_type() const; @@ -3973,9 +3824,7 @@ class TypeProto_Map PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::onnx::TypeProto* value_type_; @@ -3984,10 +3833,10 @@ class TypeProto_Map PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class TypeProto PROTOBUF_FINAL : +class TypeProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.TypeProto) */ { public: - inline TypeProto() : TypeProto(nullptr) {} + TypeProto(); virtual ~TypeProto(); TypeProto(const TypeProto& from); @@ -4001,7 +3850,7 @@ class TypeProto PROTOBUF_FINAL : return *this; } inline TypeProto& operator=(TypeProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -4010,10 +3859,10 @@ class TypeProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -4034,6 +3883,7 @@ class TypeProto PROTOBUF_FINAL : VALUE_NOT_SET = 0, }; + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const TypeProto* internal_default_instance() { return reinterpret_cast( &_TypeProto_default_instance_); @@ -4046,15 +3896,6 @@ class TypeProto PROTOBUF_FINAL : } inline void Swap(TypeProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(TypeProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -4089,11 +3930,13 @@ class TypeProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.TypeProto"; } - protected: - explicit TypeProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -4139,7 +3982,7 @@ class TypeProto PROTOBUF_FINAL : std::string* _internal_mutable_denotation(); public: - // .onnx.TypeProto.Tensor tensor_type = 1; + // optional .onnx.TypeProto.Tensor tensor_type = 1; bool has_tensor_type() const; private: bool _internal_has_tensor_type() const; @@ -4153,11 +3996,8 @@ class TypeProto PROTOBUF_FINAL : const ::onnx::TypeProto_Tensor& _internal_tensor_type() const; ::onnx::TypeProto_Tensor* _internal_mutable_tensor_type(); public: - void unsafe_arena_set_allocated_tensor_type( - ::onnx::TypeProto_Tensor* tensor_type); - ::onnx::TypeProto_Tensor* unsafe_arena_release_tensor_type(); - // .onnx.TypeProto.Sequence sequence_type = 4; + // optional .onnx.TypeProto.Sequence sequence_type = 4; bool has_sequence_type() const; private: bool _internal_has_sequence_type() const; @@ -4171,11 +4011,8 @@ class TypeProto PROTOBUF_FINAL : const ::onnx::TypeProto_Sequence& _internal_sequence_type() const; ::onnx::TypeProto_Sequence* _internal_mutable_sequence_type(); public: - void unsafe_arena_set_allocated_sequence_type( - ::onnx::TypeProto_Sequence* sequence_type); - ::onnx::TypeProto_Sequence* unsafe_arena_release_sequence_type(); - // .onnx.TypeProto.Map map_type = 5; + // optional .onnx.TypeProto.Map map_type = 5; bool has_map_type() const; private: bool _internal_has_map_type() const; @@ -4189,9 +4026,6 @@ class TypeProto PROTOBUF_FINAL : const ::onnx::TypeProto_Map& _internal_map_type() const; ::onnx::TypeProto_Map* _internal_mutable_map_type(); public: - void unsafe_arena_set_allocated_map_type( - ::onnx::TypeProto_Map* map_type); - ::onnx::TypeProto_Map* unsafe_arena_release_map_type(); void clear_value(); ValueCase value_case() const; @@ -4205,9 +4039,7 @@ class TypeProto PROTOBUF_FINAL : inline bool has_value() const; inline void clear_has_value(); - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr denotation_; @@ -4223,10 +4055,10 @@ class TypeProto PROTOBUF_FINAL : }; // ------------------------------------------------------------------- -class OperatorSetIdProto PROTOBUF_FINAL : +class OperatorSetIdProto : public ::PROTOBUF_NAMESPACE_ID::Message /* @@protoc_insertion_point(class_definition:onnx.OperatorSetIdProto) */ { public: - inline OperatorSetIdProto() : OperatorSetIdProto(nullptr) {} + OperatorSetIdProto(); virtual ~OperatorSetIdProto(); OperatorSetIdProto(const OperatorSetIdProto& from); @@ -4240,7 +4072,7 @@ class OperatorSetIdProto PROTOBUF_FINAL : return *this; } inline OperatorSetIdProto& operator=(OperatorSetIdProto&& from) noexcept { - if (GetArena() == from.GetArena()) { + if (GetArenaNoVirtual() == from.GetArenaNoVirtual()) { if (this != &from) InternalSwap(&from); } else { CopyFrom(from); @@ -4249,10 +4081,10 @@ class OperatorSetIdProto PROTOBUF_FINAL : } inline const ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet& unknown_fields() const { - return _internal_metadata_.unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(::PROTOBUF_NAMESPACE_ID::UnknownFieldSet::default_instance); + return _internal_metadata_.unknown_fields(); } inline ::PROTOBUF_NAMESPACE_ID::UnknownFieldSet* mutable_unknown_fields() { - return _internal_metadata_.mutable_unknown_fields<::PROTOBUF_NAMESPACE_ID::UnknownFieldSet>(); + return _internal_metadata_.mutable_unknown_fields(); } static const ::PROTOBUF_NAMESPACE_ID::Descriptor* descriptor() { @@ -4266,6 +4098,7 @@ class OperatorSetIdProto PROTOBUF_FINAL : } static const OperatorSetIdProto& default_instance(); + static void InitAsDefaultInstance(); // FOR INTERNAL USE ONLY static inline const OperatorSetIdProto* internal_default_instance() { return reinterpret_cast( &_OperatorSetIdProto_default_instance_); @@ -4278,15 +4111,6 @@ class OperatorSetIdProto PROTOBUF_FINAL : } inline void Swap(OperatorSetIdProto* other) { if (other == this) return; - if (GetArena() == other->GetArena()) { - InternalSwap(other); - } else { - ::PROTOBUF_NAMESPACE_ID::internal::GenericSwap(this, other); - } - } - void UnsafeArenaSwap(OperatorSetIdProto* other) { - if (other == this) return; - GOOGLE_DCHECK(GetArena() == other->GetArena()); InternalSwap(other); } @@ -4321,11 +4145,13 @@ class OperatorSetIdProto PROTOBUF_FINAL : static ::PROTOBUF_NAMESPACE_ID::StringPiece FullMessageName() { return "onnx.OperatorSetIdProto"; } - protected: - explicit OperatorSetIdProto(::PROTOBUF_NAMESPACE_ID::Arena* arena); private: - static void ArenaDtor(void* object); - inline void RegisterArenaDtor(::PROTOBUF_NAMESPACE_ID::Arena* arena); + inline ::PROTOBUF_NAMESPACE_ID::Arena* GetArenaNoVirtual() const { + return nullptr; + } + inline void* MaybeArenaPtr() const { + return nullptr; + } public: ::PROTOBUF_NAMESPACE_ID::Metadata GetMetadata() const final; @@ -4382,9 +4208,7 @@ class OperatorSetIdProto PROTOBUF_FINAL : private: class _Internal; - template friend class ::PROTOBUF_NAMESPACE_ID::Arena::InternalHelper; - typedef void InternalArenaConstructable_; - typedef void DestructorSkippable_; + ::PROTOBUF_NAMESPACE_ID::internal::InternalMetadataWithArena _internal_metadata_; ::PROTOBUF_NAMESPACE_ID::internal::HasBits<1> _has_bits_; mutable ::PROTOBUF_NAMESPACE_ID::internal::CachedSize _cached_size_; ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr domain_; @@ -4411,7 +4235,7 @@ inline bool AttributeProto::has_name() const { return _internal_has_name(); } inline void AttributeProto::clear_name() { - name_.ClearToEmpty(); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& AttributeProto::name() const { @@ -4427,34 +4251,33 @@ inline std::string* AttributeProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& AttributeProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void AttributeProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void AttributeProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.name) } inline void AttributeProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.name) } -inline void AttributeProto::set_name(const char* value, - size_t size) { +inline void AttributeProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.name) } inline std::string* AttributeProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* AttributeProto::release_name() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.name) @@ -4462,7 +4285,7 @@ inline std::string* AttributeProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void AttributeProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -4470,8 +4293,7 @@ inline void AttributeProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.name) } @@ -4484,7 +4306,7 @@ inline bool AttributeProto::has_ref_attr_name() const { return _internal_has_ref_attr_name(); } inline void AttributeProto::clear_ref_attr_name() { - ref_attr_name_.ClearToEmpty(); + ref_attr_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& AttributeProto::ref_attr_name() const { @@ -4500,34 +4322,33 @@ inline std::string* AttributeProto::mutable_ref_attr_name() { return _internal_mutable_ref_attr_name(); } inline const std::string& AttributeProto::_internal_ref_attr_name() const { - return ref_attr_name_.Get(); + return ref_attr_name_.GetNoArena(); } inline void AttributeProto::_internal_set_ref_attr_name(const std::string& value) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void AttributeProto::set_ref_attr_name(std::string&& value) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + ref_attr_name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.ref_attr_name) } inline void AttributeProto::set_ref_attr_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - ref_attr_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.ref_attr_name) } -inline void AttributeProto::set_ref_attr_name(const char* value, - size_t size) { +inline void AttributeProto::set_ref_attr_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000008u; - ref_attr_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + ref_attr_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.ref_attr_name) } inline std::string* AttributeProto::_internal_mutable_ref_attr_name() { _has_bits_[0] |= 0x00000008u; - return ref_attr_name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return ref_attr_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* AttributeProto::release_ref_attr_name() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.ref_attr_name) @@ -4535,7 +4356,7 @@ inline std::string* AttributeProto::release_ref_attr_name() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return ref_attr_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return ref_attr_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void AttributeProto::set_allocated_ref_attr_name(std::string* ref_attr_name) { if (ref_attr_name != nullptr) { @@ -4543,8 +4364,7 @@ inline void AttributeProto::set_allocated_ref_attr_name(std::string* ref_attr_na } else { _has_bits_[0] &= ~0x00000008u; } - ref_attr_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ref_attr_name, - GetArena()); + ref_attr_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ref_attr_name); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.ref_attr_name) } @@ -4557,7 +4377,7 @@ inline bool AttributeProto::has_doc_string() const { return _internal_has_doc_string(); } inline void AttributeProto::clear_doc_string() { - doc_string_.ClearToEmpty(); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& AttributeProto::doc_string() const { @@ -4573,34 +4393,33 @@ inline std::string* AttributeProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& AttributeProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void AttributeProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void AttributeProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.doc_string) } inline void AttributeProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.doc_string) } -inline void AttributeProto::set_doc_string(const char* value, - size_t size) { +inline void AttributeProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.doc_string) } inline std::string* AttributeProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* AttributeProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.doc_string) @@ -4608,7 +4427,7 @@ inline std::string* AttributeProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void AttributeProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -4616,8 +4435,7 @@ inline void AttributeProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.doc_string) } @@ -4715,7 +4533,7 @@ inline bool AttributeProto::has_s() const { return _internal_has_s(); } inline void AttributeProto::clear_s() { - s_.ClearToEmpty(); + s_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& AttributeProto::s() const { @@ -4731,34 +4549,33 @@ inline std::string* AttributeProto::mutable_s() { return _internal_mutable_s(); } inline const std::string& AttributeProto::_internal_s() const { - return s_.Get(); + return s_.GetNoArena(); } inline void AttributeProto::_internal_set_s(const std::string& value) { _has_bits_[0] |= 0x00000002u; - s_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void AttributeProto::set_s(std::string&& value) { _has_bits_[0] |= 0x00000002u; - s_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + s_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.AttributeProto.s) } inline void AttributeProto::set_s(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - s_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.AttributeProto.s) } -inline void AttributeProto::set_s(const void* value, - size_t size) { +inline void AttributeProto::set_s(const void* value, size_t size) { _has_bits_[0] |= 0x00000002u; - s_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + s_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.AttributeProto.s) } inline std::string* AttributeProto::_internal_mutable_s() { _has_bits_[0] |= 0x00000002u; - return s_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return s_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* AttributeProto::release_s() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.s) @@ -4766,7 +4583,7 @@ inline std::string* AttributeProto::release_s() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return s_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return s_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void AttributeProto::set_allocated_s(std::string* s) { if (s != nullptr) { @@ -4774,8 +4591,7 @@ inline void AttributeProto::set_allocated_s(std::string* s) { } else { _has_bits_[0] &= ~0x00000002u; } - s_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), s, - GetArena()); + s_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), s); // @@protoc_insertion_point(field_set_allocated:onnx.AttributeProto.s) } @@ -4794,36 +4610,14 @@ inline void AttributeProto::clear_t() { } inline const ::onnx::TensorProto& AttributeProto::_internal_t() const { const ::onnx::TensorProto* p = t_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_TensorProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_TensorProto_default_instance_); } inline const ::onnx::TensorProto& AttributeProto::t() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.t) return _internal_t(); } -inline void AttributeProto::unsafe_arena_set_allocated_t( - ::onnx::TensorProto* t) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(t_); - } - t_ = t; - if (t) { - _has_bits_[0] |= 0x00000010u; - } else { - _has_bits_[0] &= ~0x00000010u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.t) -} inline ::onnx::TensorProto* AttributeProto::release_t() { - _has_bits_[0] &= ~0x00000010u; - ::onnx::TensorProto* temp = t_; - t_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorProto* AttributeProto::unsafe_arena_release_t() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.t) _has_bits_[0] &= ~0x00000010u; ::onnx::TensorProto* temp = t_; @@ -4833,7 +4627,7 @@ inline ::onnx::TensorProto* AttributeProto::unsafe_arena_release_t() { inline ::onnx::TensorProto* AttributeProto::_internal_mutable_t() { _has_bits_[0] |= 0x00000010u; if (t_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); t_ = p; } return t_; @@ -4843,13 +4637,12 @@ inline ::onnx::TensorProto* AttributeProto::mutable_t() { return _internal_mutable_t(); } inline void AttributeProto::set_allocated_t(::onnx::TensorProto* t) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete t_; } if (t) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(t); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { t = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, t, submessage_arena); @@ -4877,36 +4670,14 @@ inline void AttributeProto::clear_g() { } inline const ::onnx::GraphProto& AttributeProto::_internal_g() const { const ::onnx::GraphProto* p = g_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_GraphProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_GraphProto_default_instance_); } inline const ::onnx::GraphProto& AttributeProto::g() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.g) return _internal_g(); } -inline void AttributeProto::unsafe_arena_set_allocated_g( - ::onnx::GraphProto* g) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(g_); - } - g_ = g; - if (g) { - _has_bits_[0] |= 0x00000020u; - } else { - _has_bits_[0] &= ~0x00000020u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.g) -} inline ::onnx::GraphProto* AttributeProto::release_g() { - _has_bits_[0] &= ~0x00000020u; - ::onnx::GraphProto* temp = g_; - g_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::GraphProto* AttributeProto::unsafe_arena_release_g() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.g) _has_bits_[0] &= ~0x00000020u; ::onnx::GraphProto* temp = g_; @@ -4916,7 +4687,7 @@ inline ::onnx::GraphProto* AttributeProto::unsafe_arena_release_g() { inline ::onnx::GraphProto* AttributeProto::_internal_mutable_g() { _has_bits_[0] |= 0x00000020u; if (g_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArenaNoVirtual()); g_ = p; } return g_; @@ -4926,13 +4697,12 @@ inline ::onnx::GraphProto* AttributeProto::mutable_g() { return _internal_mutable_g(); } inline void AttributeProto::set_allocated_g(::onnx::GraphProto* g) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete g_; } if (g) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(g); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { g = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, g, submessage_arena); @@ -4960,36 +4730,14 @@ inline void AttributeProto::clear_sparse_tensor() { } inline const ::onnx::SparseTensorProto& AttributeProto::_internal_sparse_tensor() const { const ::onnx::SparseTensorProto* p = sparse_tensor_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_SparseTensorProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_SparseTensorProto_default_instance_); } inline const ::onnx::SparseTensorProto& AttributeProto::sparse_tensor() const { // @@protoc_insertion_point(field_get:onnx.AttributeProto.sparse_tensor) return _internal_sparse_tensor(); } -inline void AttributeProto::unsafe_arena_set_allocated_sparse_tensor( - ::onnx::SparseTensorProto* sparse_tensor) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(sparse_tensor_); - } - sparse_tensor_ = sparse_tensor; - if (sparse_tensor) { - _has_bits_[0] |= 0x00000040u; - } else { - _has_bits_[0] &= ~0x00000040u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.AttributeProto.sparse_tensor) -} inline ::onnx::SparseTensorProto* AttributeProto::release_sparse_tensor() { - _has_bits_[0] &= ~0x00000040u; - ::onnx::SparseTensorProto* temp = sparse_tensor_; - sparse_tensor_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::SparseTensorProto* AttributeProto::unsafe_arena_release_sparse_tensor() { // @@protoc_insertion_point(field_release:onnx.AttributeProto.sparse_tensor) _has_bits_[0] &= ~0x00000040u; ::onnx::SparseTensorProto* temp = sparse_tensor_; @@ -4999,7 +4747,7 @@ inline ::onnx::SparseTensorProto* AttributeProto::unsafe_arena_release_sparse_te inline ::onnx::SparseTensorProto* AttributeProto::_internal_mutable_sparse_tensor() { _has_bits_[0] |= 0x00000040u; if (sparse_tensor_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::SparseTensorProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::SparseTensorProto>(GetArenaNoVirtual()); sparse_tensor_ = p; } return sparse_tensor_; @@ -5009,13 +4757,12 @@ inline ::onnx::SparseTensorProto* AttributeProto::mutable_sparse_tensor() { return _internal_mutable_sparse_tensor(); } inline void AttributeProto::set_allocated_sparse_tensor(::onnx::SparseTensorProto* sparse_tensor) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete sparse_tensor_; } if (sparse_tensor) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(sparse_tensor); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { sparse_tensor = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, sparse_tensor, submessage_arena); @@ -5326,7 +5073,7 @@ inline bool ValueInfoProto::has_name() const { return _internal_has_name(); } inline void ValueInfoProto::clear_name() { - name_.ClearToEmpty(); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& ValueInfoProto::name() const { @@ -5342,34 +5089,33 @@ inline std::string* ValueInfoProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& ValueInfoProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void ValueInfoProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ValueInfoProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ValueInfoProto.name) } inline void ValueInfoProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ValueInfoProto.name) } -inline void ValueInfoProto::set_name(const char* value, - size_t size) { +inline void ValueInfoProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ValueInfoProto.name) } inline std::string* ValueInfoProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ValueInfoProto::release_name() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.name) @@ -5377,7 +5123,7 @@ inline std::string* ValueInfoProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ValueInfoProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -5385,8 +5131,7 @@ inline void ValueInfoProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.ValueInfoProto.name) } @@ -5405,36 +5150,14 @@ inline void ValueInfoProto::clear_type() { } inline const ::onnx::TypeProto& ValueInfoProto::_internal_type() const { const ::onnx::TypeProto* p = type_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_TypeProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_TypeProto_default_instance_); } inline const ::onnx::TypeProto& ValueInfoProto::type() const { // @@protoc_insertion_point(field_get:onnx.ValueInfoProto.type) return _internal_type(); } -inline void ValueInfoProto::unsafe_arena_set_allocated_type( - ::onnx::TypeProto* type) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(type_); - } - type_ = type; - if (type) { - _has_bits_[0] |= 0x00000004u; - } else { - _has_bits_[0] &= ~0x00000004u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ValueInfoProto.type) -} inline ::onnx::TypeProto* ValueInfoProto::release_type() { - _has_bits_[0] &= ~0x00000004u; - ::onnx::TypeProto* temp = type_; - type_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TypeProto* ValueInfoProto::unsafe_arena_release_type() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.type) _has_bits_[0] &= ~0x00000004u; ::onnx::TypeProto* temp = type_; @@ -5444,7 +5167,7 @@ inline ::onnx::TypeProto* ValueInfoProto::unsafe_arena_release_type() { inline ::onnx::TypeProto* ValueInfoProto::_internal_mutable_type() { _has_bits_[0] |= 0x00000004u; if (type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); type_ = p; } return type_; @@ -5454,13 +5177,12 @@ inline ::onnx::TypeProto* ValueInfoProto::mutable_type() { return _internal_mutable_type(); } inline void ValueInfoProto::set_allocated_type(::onnx::TypeProto* type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete type_; } if (type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(type); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, type, submessage_arena); @@ -5482,7 +5204,7 @@ inline bool ValueInfoProto::has_doc_string() const { return _internal_has_doc_string(); } inline void ValueInfoProto::clear_doc_string() { - doc_string_.ClearToEmpty(); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& ValueInfoProto::doc_string() const { @@ -5498,34 +5220,33 @@ inline std::string* ValueInfoProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& ValueInfoProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void ValueInfoProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ValueInfoProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ValueInfoProto.doc_string) } inline void ValueInfoProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ValueInfoProto.doc_string) } -inline void ValueInfoProto::set_doc_string(const char* value, - size_t size) { +inline void ValueInfoProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ValueInfoProto.doc_string) } inline std::string* ValueInfoProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000002u; - return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ValueInfoProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.ValueInfoProto.doc_string) @@ -5533,7 +5254,7 @@ inline std::string* ValueInfoProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ValueInfoProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -5541,8 +5262,7 @@ inline void ValueInfoProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000002u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.ValueInfoProto.doc_string) } @@ -5707,7 +5427,7 @@ inline bool NodeProto::has_name() const { return _internal_has_name(); } inline void NodeProto::clear_name() { - name_.ClearToEmpty(); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& NodeProto::name() const { @@ -5723,34 +5443,33 @@ inline std::string* NodeProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& NodeProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void NodeProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void NodeProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.name) } inline void NodeProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.name) } -inline void NodeProto::set_name(const char* value, - size_t size) { +inline void NodeProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.name) } inline std::string* NodeProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* NodeProto::release_name() { // @@protoc_insertion_point(field_release:onnx.NodeProto.name) @@ -5758,7 +5477,7 @@ inline std::string* NodeProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void NodeProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -5766,8 +5485,7 @@ inline void NodeProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.name) } @@ -5780,7 +5498,7 @@ inline bool NodeProto::has_op_type() const { return _internal_has_op_type(); } inline void NodeProto::clear_op_type() { - op_type_.ClearToEmpty(); + op_type_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& NodeProto::op_type() const { @@ -5796,34 +5514,33 @@ inline std::string* NodeProto::mutable_op_type() { return _internal_mutable_op_type(); } inline const std::string& NodeProto::_internal_op_type() const { - return op_type_.Get(); + return op_type_.GetNoArena(); } inline void NodeProto::_internal_set_op_type(const std::string& value) { _has_bits_[0] |= 0x00000002u; - op_type_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void NodeProto::set_op_type(std::string&& value) { _has_bits_[0] |= 0x00000002u; - op_type_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + op_type_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.op_type) } inline void NodeProto::set_op_type(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - op_type_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.op_type) } -inline void NodeProto::set_op_type(const char* value, - size_t size) { +inline void NodeProto::set_op_type(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - op_type_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + op_type_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.op_type) } inline std::string* NodeProto::_internal_mutable_op_type() { _has_bits_[0] |= 0x00000002u; - return op_type_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return op_type_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* NodeProto::release_op_type() { // @@protoc_insertion_point(field_release:onnx.NodeProto.op_type) @@ -5831,7 +5548,7 @@ inline std::string* NodeProto::release_op_type() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return op_type_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return op_type_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void NodeProto::set_allocated_op_type(std::string* op_type) { if (op_type != nullptr) { @@ -5839,8 +5556,7 @@ inline void NodeProto::set_allocated_op_type(std::string* op_type) { } else { _has_bits_[0] &= ~0x00000002u; } - op_type_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), op_type, - GetArena()); + op_type_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), op_type); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.op_type) } @@ -5853,7 +5569,7 @@ inline bool NodeProto::has_domain() const { return _internal_has_domain(); } inline void NodeProto::clear_domain() { - domain_.ClearToEmpty(); + domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& NodeProto::domain() const { @@ -5869,34 +5585,33 @@ inline std::string* NodeProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& NodeProto::_internal_domain() const { - return domain_.Get(); + return domain_.GetNoArena(); } inline void NodeProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000008u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void NodeProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000008u; - domain_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + domain_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.domain) } inline void NodeProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.domain) } -inline void NodeProto::set_domain(const char* value, - size_t size) { +inline void NodeProto::set_domain(const char* value, size_t size) { _has_bits_[0] |= 0x00000008u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.domain) } inline std::string* NodeProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000008u; - return domain_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* NodeProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.NodeProto.domain) @@ -5904,7 +5619,7 @@ inline std::string* NodeProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void NodeProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -5912,8 +5627,7 @@ inline void NodeProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000008u; } - domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, - GetArena()); + domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.domain) } @@ -5965,7 +5679,7 @@ inline bool NodeProto::has_doc_string() const { return _internal_has_doc_string(); } inline void NodeProto::clear_doc_string() { - doc_string_.ClearToEmpty(); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& NodeProto::doc_string() const { @@ -5981,34 +5695,33 @@ inline std::string* NodeProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& NodeProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void NodeProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void NodeProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.NodeProto.doc_string) } inline void NodeProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.NodeProto.doc_string) } -inline void NodeProto::set_doc_string(const char* value, - size_t size) { +inline void NodeProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.NodeProto.doc_string) } inline std::string* NodeProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* NodeProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.NodeProto.doc_string) @@ -6016,7 +5729,7 @@ inline std::string* NodeProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void NodeProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -6024,8 +5737,7 @@ inline void NodeProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.NodeProto.doc_string) } @@ -6109,7 +5821,7 @@ inline bool ModelProto::has_producer_name() const { return _internal_has_producer_name(); } inline void ModelProto::clear_producer_name() { - producer_name_.ClearToEmpty(); + producer_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& ModelProto::producer_name() const { @@ -6125,34 +5837,33 @@ inline std::string* ModelProto::mutable_producer_name() { return _internal_mutable_producer_name(); } inline const std::string& ModelProto::_internal_producer_name() const { - return producer_name_.Get(); + return producer_name_.GetNoArena(); } inline void ModelProto::_internal_set_producer_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - producer_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ModelProto::set_producer_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - producer_name_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + producer_name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.producer_name) } inline void ModelProto::set_producer_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - producer_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.producer_name) } -inline void ModelProto::set_producer_name(const char* value, - size_t size) { +inline void ModelProto::set_producer_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - producer_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + producer_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.producer_name) } inline std::string* ModelProto::_internal_mutable_producer_name() { _has_bits_[0] |= 0x00000001u; - return producer_name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return producer_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ModelProto::release_producer_name() { // @@protoc_insertion_point(field_release:onnx.ModelProto.producer_name) @@ -6160,7 +5871,7 @@ inline std::string* ModelProto::release_producer_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return producer_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return producer_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ModelProto::set_allocated_producer_name(std::string* producer_name) { if (producer_name != nullptr) { @@ -6168,8 +5879,7 @@ inline void ModelProto::set_allocated_producer_name(std::string* producer_name) } else { _has_bits_[0] &= ~0x00000001u; } - producer_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_name, - GetArena()); + producer_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_name); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.producer_name) } @@ -6182,7 +5892,7 @@ inline bool ModelProto::has_producer_version() const { return _internal_has_producer_version(); } inline void ModelProto::clear_producer_version() { - producer_version_.ClearToEmpty(); + producer_version_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& ModelProto::producer_version() const { @@ -6198,34 +5908,33 @@ inline std::string* ModelProto::mutable_producer_version() { return _internal_mutable_producer_version(); } inline const std::string& ModelProto::_internal_producer_version() const { - return producer_version_.Get(); + return producer_version_.GetNoArena(); } inline void ModelProto::_internal_set_producer_version(const std::string& value) { _has_bits_[0] |= 0x00000002u; - producer_version_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ModelProto::set_producer_version(std::string&& value) { _has_bits_[0] |= 0x00000002u; - producer_version_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + producer_version_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.producer_version) } inline void ModelProto::set_producer_version(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - producer_version_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.producer_version) } -inline void ModelProto::set_producer_version(const char* value, - size_t size) { +inline void ModelProto::set_producer_version(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - producer_version_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + producer_version_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.producer_version) } inline std::string* ModelProto::_internal_mutable_producer_version() { _has_bits_[0] |= 0x00000002u; - return producer_version_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return producer_version_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ModelProto::release_producer_version() { // @@protoc_insertion_point(field_release:onnx.ModelProto.producer_version) @@ -6233,7 +5942,7 @@ inline std::string* ModelProto::release_producer_version() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return producer_version_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return producer_version_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ModelProto::set_allocated_producer_version(std::string* producer_version) { if (producer_version != nullptr) { @@ -6241,8 +5950,7 @@ inline void ModelProto::set_allocated_producer_version(std::string* producer_ver } else { _has_bits_[0] &= ~0x00000002u; } - producer_version_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_version, - GetArena()); + producer_version_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), producer_version); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.producer_version) } @@ -6255,7 +5963,7 @@ inline bool ModelProto::has_domain() const { return _internal_has_domain(); } inline void ModelProto::clear_domain() { - domain_.ClearToEmpty(); + domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& ModelProto::domain() const { @@ -6271,34 +5979,33 @@ inline std::string* ModelProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& ModelProto::_internal_domain() const { - return domain_.Get(); + return domain_.GetNoArena(); } inline void ModelProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000004u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ModelProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000004u; - domain_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + domain_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.domain) } inline void ModelProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.domain) } -inline void ModelProto::set_domain(const char* value, - size_t size) { +inline void ModelProto::set_domain(const char* value, size_t size) { _has_bits_[0] |= 0x00000004u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.domain) } inline std::string* ModelProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000004u; - return domain_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ModelProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.ModelProto.domain) @@ -6306,7 +6013,7 @@ inline std::string* ModelProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ModelProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -6314,8 +6021,7 @@ inline void ModelProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000004u; } - domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, - GetArena()); + domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.domain) } @@ -6356,7 +6062,7 @@ inline bool ModelProto::has_doc_string() const { return _internal_has_doc_string(); } inline void ModelProto::clear_doc_string() { - doc_string_.ClearToEmpty(); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000008u; } inline const std::string& ModelProto::doc_string() const { @@ -6372,34 +6078,33 @@ inline std::string* ModelProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& ModelProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void ModelProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000008u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void ModelProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000008u; - doc_string_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.ModelProto.doc_string) } inline void ModelProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000008u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.ModelProto.doc_string) } -inline void ModelProto::set_doc_string(const char* value, - size_t size) { +inline void ModelProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000008u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.ModelProto.doc_string) } inline std::string* ModelProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000008u; - return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* ModelProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.ModelProto.doc_string) @@ -6407,7 +6112,7 @@ inline std::string* ModelProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000008u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void ModelProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -6415,8 +6120,7 @@ inline void ModelProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000008u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.ModelProto.doc_string) } @@ -6435,36 +6139,14 @@ inline void ModelProto::clear_graph() { } inline const ::onnx::GraphProto& ModelProto::_internal_graph() const { const ::onnx::GraphProto* p = graph_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_GraphProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_GraphProto_default_instance_); } inline const ::onnx::GraphProto& ModelProto::graph() const { // @@protoc_insertion_point(field_get:onnx.ModelProto.graph) return _internal_graph(); } -inline void ModelProto::unsafe_arena_set_allocated_graph( - ::onnx::GraphProto* graph) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(graph_); - } - graph_ = graph; - if (graph) { - _has_bits_[0] |= 0x00000010u; - } else { - _has_bits_[0] &= ~0x00000010u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.ModelProto.graph) -} inline ::onnx::GraphProto* ModelProto::release_graph() { - _has_bits_[0] &= ~0x00000010u; - ::onnx::GraphProto* temp = graph_; - graph_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::GraphProto* ModelProto::unsafe_arena_release_graph() { // @@protoc_insertion_point(field_release:onnx.ModelProto.graph) _has_bits_[0] &= ~0x00000010u; ::onnx::GraphProto* temp = graph_; @@ -6474,7 +6156,7 @@ inline ::onnx::GraphProto* ModelProto::unsafe_arena_release_graph() { inline ::onnx::GraphProto* ModelProto::_internal_mutable_graph() { _has_bits_[0] |= 0x00000010u; if (graph_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::GraphProto>(GetArenaNoVirtual()); graph_ = p; } return graph_; @@ -6484,13 +6166,12 @@ inline ::onnx::GraphProto* ModelProto::mutable_graph() { return _internal_mutable_graph(); } inline void ModelProto::set_allocated_graph(::onnx::GraphProto* graph) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete graph_; } if (graph) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(graph); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { graph = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, graph, submessage_arena); @@ -6555,7 +6236,7 @@ inline bool StringStringEntryProto::has_key() const { return _internal_has_key(); } inline void StringStringEntryProto::clear_key() { - key_.ClearToEmpty(); + key_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& StringStringEntryProto::key() const { @@ -6571,34 +6252,33 @@ inline std::string* StringStringEntryProto::mutable_key() { return _internal_mutable_key(); } inline const std::string& StringStringEntryProto::_internal_key() const { - return key_.Get(); + return key_.GetNoArena(); } inline void StringStringEntryProto::_internal_set_key(const std::string& value) { _has_bits_[0] |= 0x00000001u; - key_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void StringStringEntryProto::set_key(std::string&& value) { _has_bits_[0] |= 0x00000001u; - key_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + key_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.StringStringEntryProto.key) } inline void StringStringEntryProto::set_key(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - key_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.StringStringEntryProto.key) } -inline void StringStringEntryProto::set_key(const char* value, - size_t size) { +inline void StringStringEntryProto::set_key(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - key_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + key_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.StringStringEntryProto.key) } inline std::string* StringStringEntryProto::_internal_mutable_key() { _has_bits_[0] |= 0x00000001u; - return key_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return key_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* StringStringEntryProto::release_key() { // @@protoc_insertion_point(field_release:onnx.StringStringEntryProto.key) @@ -6606,7 +6286,7 @@ inline std::string* StringStringEntryProto::release_key() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return key_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return key_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void StringStringEntryProto::set_allocated_key(std::string* key) { if (key != nullptr) { @@ -6614,8 +6294,7 @@ inline void StringStringEntryProto::set_allocated_key(std::string* key) { } else { _has_bits_[0] &= ~0x00000001u; } - key_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), key, - GetArena()); + key_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), key); // @@protoc_insertion_point(field_set_allocated:onnx.StringStringEntryProto.key) } @@ -6628,7 +6307,7 @@ inline bool StringStringEntryProto::has_value() const { return _internal_has_value(); } inline void StringStringEntryProto::clear_value() { - value_.ClearToEmpty(); + value_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& StringStringEntryProto::value() const { @@ -6644,34 +6323,33 @@ inline std::string* StringStringEntryProto::mutable_value() { return _internal_mutable_value(); } inline const std::string& StringStringEntryProto::_internal_value() const { - return value_.Get(); + return value_.GetNoArena(); } inline void StringStringEntryProto::_internal_set_value(const std::string& value) { _has_bits_[0] |= 0x00000002u; - value_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void StringStringEntryProto::set_value(std::string&& value) { _has_bits_[0] |= 0x00000002u; - value_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + value_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.StringStringEntryProto.value) } inline void StringStringEntryProto::set_value(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - value_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.StringStringEntryProto.value) } -inline void StringStringEntryProto::set_value(const char* value, - size_t size) { +inline void StringStringEntryProto::set_value(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - value_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + value_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.StringStringEntryProto.value) } inline std::string* StringStringEntryProto::_internal_mutable_value() { _has_bits_[0] |= 0x00000002u; - return value_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return value_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* StringStringEntryProto::release_value() { // @@protoc_insertion_point(field_release:onnx.StringStringEntryProto.value) @@ -6679,7 +6357,7 @@ inline std::string* StringStringEntryProto::release_value() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return value_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return value_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void StringStringEntryProto::set_allocated_value(std::string* value) { if (value != nullptr) { @@ -6687,8 +6365,7 @@ inline void StringStringEntryProto::set_allocated_value(std::string* value) { } else { _has_bits_[0] &= ~0x00000002u; } - value_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value, - GetArena()); + value_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); // @@protoc_insertion_point(field_set_allocated:onnx.StringStringEntryProto.value) } @@ -6705,7 +6382,7 @@ inline bool TensorAnnotation::has_tensor_name() const { return _internal_has_tensor_name(); } inline void TensorAnnotation::clear_tensor_name() { - tensor_name_.ClearToEmpty(); + tensor_name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorAnnotation::tensor_name() const { @@ -6721,34 +6398,33 @@ inline std::string* TensorAnnotation::mutable_tensor_name() { return _internal_mutable_tensor_name(); } inline const std::string& TensorAnnotation::_internal_tensor_name() const { - return tensor_name_.Get(); + return tensor_name_.GetNoArena(); } inline void TensorAnnotation::_internal_set_tensor_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - tensor_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorAnnotation::set_tensor_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - tensor_name_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + tensor_name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorAnnotation.tensor_name) } inline void TensorAnnotation::set_tensor_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - tensor_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorAnnotation.tensor_name) } -inline void TensorAnnotation::set_tensor_name(const char* value, - size_t size) { +inline void TensorAnnotation::set_tensor_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - tensor_name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + tensor_name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorAnnotation.tensor_name) } inline std::string* TensorAnnotation::_internal_mutable_tensor_name() { _has_bits_[0] |= 0x00000001u; - return tensor_name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return tensor_name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorAnnotation::release_tensor_name() { // @@protoc_insertion_point(field_release:onnx.TensorAnnotation.tensor_name) @@ -6756,7 +6432,7 @@ inline std::string* TensorAnnotation::release_tensor_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return tensor_name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return tensor_name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorAnnotation::set_allocated_tensor_name(std::string* tensor_name) { if (tensor_name != nullptr) { @@ -6764,8 +6440,7 @@ inline void TensorAnnotation::set_allocated_tensor_name(std::string* tensor_name } else { _has_bits_[0] &= ~0x00000001u; } - tensor_name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), tensor_name, - GetArena()); + tensor_name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), tensor_name); // @@protoc_insertion_point(field_set_allocated:onnx.TensorAnnotation.tensor_name) } @@ -6860,7 +6535,7 @@ inline bool GraphProto::has_name() const { return _internal_has_name(); } inline void GraphProto::clear_name() { - name_.ClearToEmpty(); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& GraphProto::name() const { @@ -6876,34 +6551,33 @@ inline std::string* GraphProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& GraphProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void GraphProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void GraphProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.GraphProto.name) } inline void GraphProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.GraphProto.name) } -inline void GraphProto::set_name(const char* value, - size_t size) { +inline void GraphProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.GraphProto.name) } inline std::string* GraphProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* GraphProto::release_name() { // @@protoc_insertion_point(field_release:onnx.GraphProto.name) @@ -6911,7 +6585,7 @@ inline std::string* GraphProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void GraphProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -6919,8 +6593,7 @@ inline void GraphProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.GraphProto.name) } @@ -7011,7 +6684,7 @@ inline bool GraphProto::has_doc_string() const { return _internal_has_doc_string(); } inline void GraphProto::clear_doc_string() { - doc_string_.ClearToEmpty(); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& GraphProto::doc_string() const { @@ -7027,34 +6700,33 @@ inline std::string* GraphProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& GraphProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void GraphProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void GraphProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.GraphProto.doc_string) } inline void GraphProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.GraphProto.doc_string) } -inline void GraphProto::set_doc_string(const char* value, - size_t size) { +inline void GraphProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000002u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.GraphProto.doc_string) } inline std::string* GraphProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000002u; - return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* GraphProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.GraphProto.doc_string) @@ -7062,7 +6734,7 @@ inline std::string* GraphProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void GraphProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -7070,8 +6742,7 @@ inline void GraphProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000002u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.GraphProto.doc_string) } @@ -7385,36 +7056,14 @@ inline void TensorProto::clear_segment() { } inline const ::onnx::TensorProto_Segment& TensorProto::_internal_segment() const { const ::onnx::TensorProto_Segment* p = segment_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_TensorProto_Segment_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_TensorProto_Segment_default_instance_); } inline const ::onnx::TensorProto_Segment& TensorProto::segment() const { // @@protoc_insertion_point(field_get:onnx.TensorProto.segment) return _internal_segment(); } -inline void TensorProto::unsafe_arena_set_allocated_segment( - ::onnx::TensorProto_Segment* segment) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(segment_); - } - segment_ = segment; - if (segment) { - _has_bits_[0] |= 0x00000008u; - } else { - _has_bits_[0] &= ~0x00000008u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TensorProto.segment) -} inline ::onnx::TensorProto_Segment* TensorProto::release_segment() { - _has_bits_[0] &= ~0x00000008u; - ::onnx::TensorProto_Segment* temp = segment_; - segment_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorProto_Segment* TensorProto::unsafe_arena_release_segment() { // @@protoc_insertion_point(field_release:onnx.TensorProto.segment) _has_bits_[0] &= ~0x00000008u; ::onnx::TensorProto_Segment* temp = segment_; @@ -7424,7 +7073,7 @@ inline ::onnx::TensorProto_Segment* TensorProto::unsafe_arena_release_segment() inline ::onnx::TensorProto_Segment* TensorProto::_internal_mutable_segment() { _has_bits_[0] |= 0x00000008u; if (segment_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto_Segment>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorProto_Segment>(GetArenaNoVirtual()); segment_ = p; } return segment_; @@ -7434,13 +7083,12 @@ inline ::onnx::TensorProto_Segment* TensorProto::mutable_segment() { return _internal_mutable_segment(); } inline void TensorProto::set_allocated_segment(::onnx::TensorProto_Segment* segment) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete segment_; } if (segment) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(segment); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { segment = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, segment, submessage_arena); @@ -7677,7 +7325,7 @@ inline bool TensorProto::has_name() const { return _internal_has_name(); } inline void TensorProto::clear_name() { - name_.ClearToEmpty(); + name_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorProto::name() const { @@ -7693,34 +7341,33 @@ inline std::string* TensorProto::mutable_name() { return _internal_mutable_name(); } inline const std::string& TensorProto::_internal_name() const { - return name_.Get(); + return name_.GetNoArena(); } inline void TensorProto::_internal_set_name(const std::string& value) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorProto::set_name(std::string&& value) { _has_bits_[0] |= 0x00000001u; - name_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + name_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.name) } inline void TensorProto::set_name(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.name) } -inline void TensorProto::set_name(const char* value, - size_t size) { +inline void TensorProto::set_name(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - name_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + name_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.name) } inline std::string* TensorProto::_internal_mutable_name() { _has_bits_[0] |= 0x00000001u; - return name_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return name_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorProto::release_name() { // @@protoc_insertion_point(field_release:onnx.TensorProto.name) @@ -7728,7 +7375,7 @@ inline std::string* TensorProto::release_name() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return name_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return name_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorProto::set_allocated_name(std::string* name) { if (name != nullptr) { @@ -7736,8 +7383,7 @@ inline void TensorProto::set_allocated_name(std::string* name) { } else { _has_bits_[0] &= ~0x00000001u; } - name_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name, - GetArena()); + name_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), name); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.name) } @@ -7750,7 +7396,7 @@ inline bool TensorProto::has_doc_string() const { return _internal_has_doc_string(); } inline void TensorProto::clear_doc_string() { - doc_string_.ClearToEmpty(); + doc_string_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000004u; } inline const std::string& TensorProto::doc_string() const { @@ -7766,34 +7412,33 @@ inline std::string* TensorProto::mutable_doc_string() { return _internal_mutable_doc_string(); } inline const std::string& TensorProto::_internal_doc_string() const { - return doc_string_.Get(); + return doc_string_.GetNoArena(); } inline void TensorProto::_internal_set_doc_string(const std::string& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorProto::set_doc_string(std::string&& value) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + doc_string_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.doc_string) } inline void TensorProto::set_doc_string(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.doc_string) } -inline void TensorProto::set_doc_string(const char* value, - size_t size) { +inline void TensorProto::set_doc_string(const char* value, size_t size) { _has_bits_[0] |= 0x00000004u; - doc_string_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + doc_string_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.doc_string) } inline std::string* TensorProto::_internal_mutable_doc_string() { _has_bits_[0] |= 0x00000004u; - return doc_string_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return doc_string_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorProto::release_doc_string() { // @@protoc_insertion_point(field_release:onnx.TensorProto.doc_string) @@ -7801,7 +7446,7 @@ inline std::string* TensorProto::release_doc_string() { return nullptr; } _has_bits_[0] &= ~0x00000004u; - return doc_string_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return doc_string_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorProto::set_allocated_doc_string(std::string* doc_string) { if (doc_string != nullptr) { @@ -7809,8 +7454,7 @@ inline void TensorProto::set_allocated_doc_string(std::string* doc_string) { } else { _has_bits_[0] &= ~0x00000004u; } - doc_string_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string, - GetArena()); + doc_string_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), doc_string); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.doc_string) } @@ -7823,7 +7467,7 @@ inline bool TensorProto::has_raw_data() const { return _internal_has_raw_data(); } inline void TensorProto::clear_raw_data() { - raw_data_.ClearToEmpty(); + raw_data_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000002u; } inline const std::string& TensorProto::raw_data() const { @@ -7839,34 +7483,33 @@ inline std::string* TensorProto::mutable_raw_data() { return _internal_mutable_raw_data(); } inline const std::string& TensorProto::_internal_raw_data() const { - return raw_data_.Get(); + return raw_data_.GetNoArena(); } inline void TensorProto::_internal_set_raw_data(const std::string& value) { _has_bits_[0] |= 0x00000002u; - raw_data_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorProto::set_raw_data(std::string&& value) { _has_bits_[0] |= 0x00000002u; - raw_data_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + raw_data_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorProto.raw_data) } inline void TensorProto::set_raw_data(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000002u; - raw_data_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorProto.raw_data) } -inline void TensorProto::set_raw_data(const void* value, - size_t size) { +inline void TensorProto::set_raw_data(const void* value, size_t size) { _has_bits_[0] |= 0x00000002u; - raw_data_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + raw_data_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorProto.raw_data) } inline std::string* TensorProto::_internal_mutable_raw_data() { _has_bits_[0] |= 0x00000002u; - return raw_data_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return raw_data_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorProto::release_raw_data() { // @@protoc_insertion_point(field_release:onnx.TensorProto.raw_data) @@ -7874,7 +7517,7 @@ inline std::string* TensorProto::release_raw_data() { return nullptr; } _has_bits_[0] &= ~0x00000002u; - return raw_data_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return raw_data_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorProto::set_allocated_raw_data(std::string* raw_data) { if (raw_data != nullptr) { @@ -7882,8 +7525,7 @@ inline void TensorProto::set_allocated_raw_data(std::string* raw_data) { } else { _has_bits_[0] &= ~0x00000002u; } - raw_data_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), raw_data, - GetArena()); + raw_data_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), raw_data); // @@protoc_insertion_point(field_set_allocated:onnx.TensorProto.raw_data) } @@ -8068,36 +7710,14 @@ inline void SparseTensorProto::clear_values() { } inline const ::onnx::TensorProto& SparseTensorProto::_internal_values() const { const ::onnx::TensorProto* p = values_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_TensorProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_TensorProto_default_instance_); } inline const ::onnx::TensorProto& SparseTensorProto::values() const { // @@protoc_insertion_point(field_get:onnx.SparseTensorProto.values) return _internal_values(); } -inline void SparseTensorProto::unsafe_arena_set_allocated_values( - ::onnx::TensorProto* values) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(values_); - } - values_ = values; - if (values) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.SparseTensorProto.values) -} inline ::onnx::TensorProto* SparseTensorProto::release_values() { - _has_bits_[0] &= ~0x00000001u; - ::onnx::TensorProto* temp = values_; - values_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_values() { // @@protoc_insertion_point(field_release:onnx.SparseTensorProto.values) _has_bits_[0] &= ~0x00000001u; ::onnx::TensorProto* temp = values_; @@ -8107,7 +7727,7 @@ inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_values() { inline ::onnx::TensorProto* SparseTensorProto::_internal_mutable_values() { _has_bits_[0] |= 0x00000001u; if (values_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); values_ = p; } return values_; @@ -8117,13 +7737,12 @@ inline ::onnx::TensorProto* SparseTensorProto::mutable_values() { return _internal_mutable_values(); } inline void SparseTensorProto::set_allocated_values(::onnx::TensorProto* values) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete values_; } if (values) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(values); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { values = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, values, submessage_arena); @@ -8151,36 +7770,14 @@ inline void SparseTensorProto::clear_indices() { } inline const ::onnx::TensorProto& SparseTensorProto::_internal_indices() const { const ::onnx::TensorProto* p = indices_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_TensorProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_TensorProto_default_instance_); } inline const ::onnx::TensorProto& SparseTensorProto::indices() const { // @@protoc_insertion_point(field_get:onnx.SparseTensorProto.indices) return _internal_indices(); } -inline void SparseTensorProto::unsafe_arena_set_allocated_indices( - ::onnx::TensorProto* indices) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(indices_); - } - indices_ = indices; - if (indices) { - _has_bits_[0] |= 0x00000002u; - } else { - _has_bits_[0] &= ~0x00000002u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.SparseTensorProto.indices) -} inline ::onnx::TensorProto* SparseTensorProto::release_indices() { - _has_bits_[0] &= ~0x00000002u; - ::onnx::TensorProto* temp = indices_; - indices_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_indices() { // @@protoc_insertion_point(field_release:onnx.SparseTensorProto.indices) _has_bits_[0] &= ~0x00000002u; ::onnx::TensorProto* temp = indices_; @@ -8190,7 +7787,7 @@ inline ::onnx::TensorProto* SparseTensorProto::unsafe_arena_release_indices() { inline ::onnx::TensorProto* SparseTensorProto::_internal_mutable_indices() { _has_bits_[0] |= 0x00000002u; if (indices_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorProto>(GetArenaNoVirtual()); indices_ = p; } return indices_; @@ -8200,13 +7797,12 @@ inline ::onnx::TensorProto* SparseTensorProto::mutable_indices() { return _internal_mutable_indices(); } inline void SparseTensorProto::set_allocated_indices(::onnx::TensorProto* indices) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete indices_; } if (indices) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(indices); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { indices = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, indices, submessage_arena); @@ -8270,7 +7866,7 @@ SparseTensorProto::mutable_dims() { // TensorShapeProto_Dimension -// int64 dim_value = 1; +// optional int64 dim_value = 1; inline bool TensorShapeProto_Dimension::_internal_has_dim_value() const { return value_case() == kDimValue; } @@ -8308,7 +7904,7 @@ inline void TensorShapeProto_Dimension::set_dim_value(::PROTOBUF_NAMESPACE_ID::i // @@protoc_insertion_point(field_set:onnx.TensorShapeProto.Dimension.dim_value) } -// string dim_param = 2; +// optional string dim_param = 2; inline bool TensorShapeProto_Dimension::_internal_has_dim_param() const { return value_case() == kDimParam; } @@ -8320,7 +7916,7 @@ inline void TensorShapeProto_Dimension::set_has_dim_param() { } inline void TensorShapeProto_Dimension::clear_dim_param() { if (_internal_has_dim_param()) { - value_.dim_param_.Destroy(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + value_.dim_param_.DestroyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); clear_has_value(); } } @@ -8338,9 +7934,9 @@ inline std::string* TensorShapeProto_Dimension::mutable_dim_param() { } inline const std::string& TensorShapeProto_Dimension::_internal_dim_param() const { if (_internal_has_dim_param()) { - return value_.dim_param_.Get(); + return value_.dim_param_.GetNoArena(); } - return ::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(); + return *&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(); } inline void TensorShapeProto_Dimension::_internal_set_dim_param(const std::string& value) { if (!_internal_has_dim_param()) { @@ -8348,7 +7944,7 @@ inline void TensorShapeProto_Dimension::_internal_set_dim_param(const std::strin set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorShapeProto_Dimension::set_dim_param(std::string&& value) { // @@protoc_insertion_point(field_set:onnx.TensorShapeProto.Dimension.dim_param) @@ -8357,8 +7953,7 @@ inline void TensorShapeProto_Dimension::set_dim_param(std::string&& value) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorShapeProto.Dimension.dim_param) } inline void TensorShapeProto_Dimension::set_dim_param(const char* value) { @@ -8368,21 +7963,18 @@ inline void TensorShapeProto_Dimension::set_dim_param(const char* value) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, - ::std::string(value), GetArena()); + value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorShapeProto.Dimension.dim_param) } -inline void TensorShapeProto_Dimension::set_dim_param(const char* value, - size_t size) { +inline void TensorShapeProto_Dimension::set_dim_param(const char* value, size_t size) { if (!_internal_has_dim_param()) { clear_value(); set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - value_.dim_param_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), - GetArena()); + value_.dim_param_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string( + reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorShapeProto.Dimension.dim_param) } inline std::string* TensorShapeProto_Dimension::_internal_mutable_dim_param() { @@ -8391,14 +7983,13 @@ inline std::string* TensorShapeProto_Dimension::_internal_mutable_dim_param() { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } - return value_.dim_param_.Mutable( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return value_.dim_param_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorShapeProto_Dimension::release_dim_param() { // @@protoc_insertion_point(field_release:onnx.TensorShapeProto.Dimension.dim_param) if (_internal_has_dim_param()) { clear_has_value(); - return value_.dim_param_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return value_.dim_param_.ReleaseNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } else { return nullptr; } @@ -8410,10 +8001,6 @@ inline void TensorShapeProto_Dimension::set_allocated_dim_param(std::string* dim if (dim_param != nullptr) { set_has_dim_param(); value_.dim_param_.UnsafeSetDefault(dim_param); - ::PROTOBUF_NAMESPACE_ID::Arena* arena = GetArena(); - if (arena != nullptr) { - arena->Own(dim_param); - } } // @@protoc_insertion_point(field_set_allocated:onnx.TensorShapeProto.Dimension.dim_param) } @@ -8427,7 +8014,7 @@ inline bool TensorShapeProto_Dimension::has_denotation() const { return _internal_has_denotation(); } inline void TensorShapeProto_Dimension::clear_denotation() { - denotation_.ClearToEmpty(); + denotation_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TensorShapeProto_Dimension::denotation() const { @@ -8443,34 +8030,33 @@ inline std::string* TensorShapeProto_Dimension::mutable_denotation() { return _internal_mutable_denotation(); } inline const std::string& TensorShapeProto_Dimension::_internal_denotation() const { - return denotation_.Get(); + return denotation_.GetNoArena(); } inline void TensorShapeProto_Dimension::_internal_set_denotation(const std::string& value) { _has_bits_[0] |= 0x00000001u; - denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TensorShapeProto_Dimension::set_denotation(std::string&& value) { _has_bits_[0] |= 0x00000001u; - denotation_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + denotation_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TensorShapeProto.Dimension.denotation) } inline void TensorShapeProto_Dimension::set_denotation(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TensorShapeProto.Dimension.denotation) } -inline void TensorShapeProto_Dimension::set_denotation(const char* value, - size_t size) { +inline void TensorShapeProto_Dimension::set_denotation(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TensorShapeProto.Dimension.denotation) } inline std::string* TensorShapeProto_Dimension::_internal_mutable_denotation() { _has_bits_[0] |= 0x00000001u; - return denotation_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return denotation_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TensorShapeProto_Dimension::release_denotation() { // @@protoc_insertion_point(field_release:onnx.TensorShapeProto.Dimension.denotation) @@ -8478,7 +8064,7 @@ inline std::string* TensorShapeProto_Dimension::release_denotation() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return denotation_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return denotation_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TensorShapeProto_Dimension::set_allocated_denotation(std::string* denotation) { if (denotation != nullptr) { @@ -8486,8 +8072,7 @@ inline void TensorShapeProto_Dimension::set_allocated_denotation(std::string* de } else { _has_bits_[0] &= ~0x00000001u; } - denotation_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation, - GetArena()); + denotation_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation); // @@protoc_insertion_point(field_set_allocated:onnx.TensorShapeProto.Dimension.denotation) } @@ -8590,36 +8175,14 @@ inline void TypeProto_Tensor::clear_shape() { } inline const ::onnx::TensorShapeProto& TypeProto_Tensor::_internal_shape() const { const ::onnx::TensorShapeProto* p = shape_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_TensorShapeProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_TensorShapeProto_default_instance_); } inline const ::onnx::TensorShapeProto& TypeProto_Tensor::shape() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Tensor.shape) return _internal_shape(); } -inline void TypeProto_Tensor::unsafe_arena_set_allocated_shape( - ::onnx::TensorShapeProto* shape) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(shape_); - } - shape_ = shape; - if (shape) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Tensor.shape) -} inline ::onnx::TensorShapeProto* TypeProto_Tensor::release_shape() { - _has_bits_[0] &= ~0x00000001u; - ::onnx::TensorShapeProto* temp = shape_; - shape_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TensorShapeProto* TypeProto_Tensor::unsafe_arena_release_shape() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Tensor.shape) _has_bits_[0] &= ~0x00000001u; ::onnx::TensorShapeProto* temp = shape_; @@ -8629,7 +8192,7 @@ inline ::onnx::TensorShapeProto* TypeProto_Tensor::unsafe_arena_release_shape() inline ::onnx::TensorShapeProto* TypeProto_Tensor::_internal_mutable_shape() { _has_bits_[0] |= 0x00000001u; if (shape_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TensorShapeProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TensorShapeProto>(GetArenaNoVirtual()); shape_ = p; } return shape_; @@ -8639,13 +8202,12 @@ inline ::onnx::TensorShapeProto* TypeProto_Tensor::mutable_shape() { return _internal_mutable_shape(); } inline void TypeProto_Tensor::set_allocated_shape(::onnx::TensorShapeProto* shape) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete shape_; } if (shape) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(shape); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { shape = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, shape, submessage_arena); @@ -8677,36 +8239,14 @@ inline void TypeProto_Sequence::clear_elem_type() { } inline const ::onnx::TypeProto& TypeProto_Sequence::_internal_elem_type() const { const ::onnx::TypeProto* p = elem_type_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_TypeProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_TypeProto_default_instance_); } inline const ::onnx::TypeProto& TypeProto_Sequence::elem_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Sequence.elem_type) return _internal_elem_type(); } -inline void TypeProto_Sequence::unsafe_arena_set_allocated_elem_type( - ::onnx::TypeProto* elem_type) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(elem_type_); - } - elem_type_ = elem_type; - if (elem_type) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Sequence.elem_type) -} inline ::onnx::TypeProto* TypeProto_Sequence::release_elem_type() { - _has_bits_[0] &= ~0x00000001u; - ::onnx::TypeProto* temp = elem_type_; - elem_type_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TypeProto* TypeProto_Sequence::unsafe_arena_release_elem_type() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Sequence.elem_type) _has_bits_[0] &= ~0x00000001u; ::onnx::TypeProto* temp = elem_type_; @@ -8716,7 +8256,7 @@ inline ::onnx::TypeProto* TypeProto_Sequence::unsafe_arena_release_elem_type() { inline ::onnx::TypeProto* TypeProto_Sequence::_internal_mutable_elem_type() { _has_bits_[0] |= 0x00000001u; if (elem_type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); elem_type_ = p; } return elem_type_; @@ -8726,13 +8266,12 @@ inline ::onnx::TypeProto* TypeProto_Sequence::mutable_elem_type() { return _internal_mutable_elem_type(); } inline void TypeProto_Sequence::set_allocated_elem_type(::onnx::TypeProto* elem_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete elem_type_; } if (elem_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(elem_type); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { elem_type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, elem_type, submessage_arena); @@ -8792,36 +8331,14 @@ inline void TypeProto_Map::clear_value_type() { } inline const ::onnx::TypeProto& TypeProto_Map::_internal_value_type() const { const ::onnx::TypeProto* p = value_type_; - return p != nullptr ? *p : reinterpret_cast( - ::onnx::_TypeProto_default_instance_); + return p != nullptr ? *p : *reinterpret_cast( + &::onnx::_TypeProto_default_instance_); } inline const ::onnx::TypeProto& TypeProto_Map::value_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.Map.value_type) return _internal_value_type(); } -inline void TypeProto_Map::unsafe_arena_set_allocated_value_type( - ::onnx::TypeProto* value_type) { - if (GetArena() == nullptr) { - delete reinterpret_cast<::PROTOBUF_NAMESPACE_ID::MessageLite*>(value_type_); - } - value_type_ = value_type; - if (value_type) { - _has_bits_[0] |= 0x00000001u; - } else { - _has_bits_[0] &= ~0x00000001u; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.Map.value_type) -} inline ::onnx::TypeProto* TypeProto_Map::release_value_type() { - _has_bits_[0] &= ~0x00000001u; - ::onnx::TypeProto* temp = value_type_; - value_type_ = nullptr; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } - return temp; -} -inline ::onnx::TypeProto* TypeProto_Map::unsafe_arena_release_value_type() { // @@protoc_insertion_point(field_release:onnx.TypeProto.Map.value_type) _has_bits_[0] &= ~0x00000001u; ::onnx::TypeProto* temp = value_type_; @@ -8831,7 +8348,7 @@ inline ::onnx::TypeProto* TypeProto_Map::unsafe_arena_release_value_type() { inline ::onnx::TypeProto* TypeProto_Map::_internal_mutable_value_type() { _has_bits_[0] |= 0x00000001u; if (value_type_ == nullptr) { - auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArena()); + auto* p = CreateMaybeMessage<::onnx::TypeProto>(GetArenaNoVirtual()); value_type_ = p; } return value_type_; @@ -8841,13 +8358,12 @@ inline ::onnx::TypeProto* TypeProto_Map::mutable_value_type() { return _internal_mutable_value_type(); } inline void TypeProto_Map::set_allocated_value_type(::onnx::TypeProto* value_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArena(); + ::PROTOBUF_NAMESPACE_ID::Arena* message_arena = GetArenaNoVirtual(); if (message_arena == nullptr) { delete value_type_; } if (value_type) { - ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = - ::PROTOBUF_NAMESPACE_ID::Arena::GetArena(value_type); + ::PROTOBUF_NAMESPACE_ID::Arena* submessage_arena = nullptr; if (message_arena != submessage_arena) { value_type = ::PROTOBUF_NAMESPACE_ID::internal::GetOwnedMessage( message_arena, value_type, submessage_arena); @@ -8864,7 +8380,7 @@ inline void TypeProto_Map::set_allocated_value_type(::onnx::TypeProto* value_typ // TypeProto -// .onnx.TypeProto.Tensor tensor_type = 1; +// optional .onnx.TypeProto.Tensor tensor_type = 1; inline bool TypeProto::_internal_has_tensor_type() const { return value_case() == kTensorType; } @@ -8876,9 +8392,7 @@ inline void TypeProto::set_has_tensor_type() { } inline void TypeProto::clear_tensor_type() { if (_internal_has_tensor_type()) { - if (GetArena() == nullptr) { - delete value_.tensor_type_; - } + delete value_.tensor_type_; clear_has_value(); } } @@ -8887,9 +8401,6 @@ inline ::onnx::TypeProto_Tensor* TypeProto::release_tensor_type() { if (_internal_has_tensor_type()) { clear_has_value(); ::onnx::TypeProto_Tensor* temp = value_.tensor_type_; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } value_.tensor_type_ = nullptr; return temp; } else { @@ -8899,36 +8410,18 @@ inline ::onnx::TypeProto_Tensor* TypeProto::release_tensor_type() { inline const ::onnx::TypeProto_Tensor& TypeProto::_internal_tensor_type() const { return _internal_has_tensor_type() ? *value_.tensor_type_ - : reinterpret_cast< ::onnx::TypeProto_Tensor&>(::onnx::_TypeProto_Tensor_default_instance_); + : *reinterpret_cast< ::onnx::TypeProto_Tensor*>(&::onnx::_TypeProto_Tensor_default_instance_); } inline const ::onnx::TypeProto_Tensor& TypeProto::tensor_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.tensor_type) return _internal_tensor_type(); } -inline ::onnx::TypeProto_Tensor* TypeProto::unsafe_arena_release_tensor_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.tensor_type) - if (_internal_has_tensor_type()) { - clear_has_value(); - ::onnx::TypeProto_Tensor* temp = value_.tensor_type_; - value_.tensor_type_ = nullptr; - return temp; - } else { - return nullptr; - } -} -inline void TypeProto::unsafe_arena_set_allocated_tensor_type(::onnx::TypeProto_Tensor* tensor_type) { - clear_value(); - if (tensor_type) { - set_has_tensor_type(); - value_.tensor_type_ = tensor_type; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.tensor_type) -} inline ::onnx::TypeProto_Tensor* TypeProto::_internal_mutable_tensor_type() { if (!_internal_has_tensor_type()) { clear_value(); set_has_tensor_type(); - value_.tensor_type_ = CreateMaybeMessage< ::onnx::TypeProto_Tensor >(GetArena()); + value_.tensor_type_ = CreateMaybeMessage< ::onnx::TypeProto_Tensor >( + GetArenaNoVirtual()); } return value_.tensor_type_; } @@ -8937,7 +8430,7 @@ inline ::onnx::TypeProto_Tensor* TypeProto::mutable_tensor_type() { return _internal_mutable_tensor_type(); } -// .onnx.TypeProto.Sequence sequence_type = 4; +// optional .onnx.TypeProto.Sequence sequence_type = 4; inline bool TypeProto::_internal_has_sequence_type() const { return value_case() == kSequenceType; } @@ -8949,9 +8442,7 @@ inline void TypeProto::set_has_sequence_type() { } inline void TypeProto::clear_sequence_type() { if (_internal_has_sequence_type()) { - if (GetArena() == nullptr) { - delete value_.sequence_type_; - } + delete value_.sequence_type_; clear_has_value(); } } @@ -8960,9 +8451,6 @@ inline ::onnx::TypeProto_Sequence* TypeProto::release_sequence_type() { if (_internal_has_sequence_type()) { clear_has_value(); ::onnx::TypeProto_Sequence* temp = value_.sequence_type_; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } value_.sequence_type_ = nullptr; return temp; } else { @@ -8972,36 +8460,18 @@ inline ::onnx::TypeProto_Sequence* TypeProto::release_sequence_type() { inline const ::onnx::TypeProto_Sequence& TypeProto::_internal_sequence_type() const { return _internal_has_sequence_type() ? *value_.sequence_type_ - : reinterpret_cast< ::onnx::TypeProto_Sequence&>(::onnx::_TypeProto_Sequence_default_instance_); + : *reinterpret_cast< ::onnx::TypeProto_Sequence*>(&::onnx::_TypeProto_Sequence_default_instance_); } inline const ::onnx::TypeProto_Sequence& TypeProto::sequence_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.sequence_type) return _internal_sequence_type(); } -inline ::onnx::TypeProto_Sequence* TypeProto::unsafe_arena_release_sequence_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.sequence_type) - if (_internal_has_sequence_type()) { - clear_has_value(); - ::onnx::TypeProto_Sequence* temp = value_.sequence_type_; - value_.sequence_type_ = nullptr; - return temp; - } else { - return nullptr; - } -} -inline void TypeProto::unsafe_arena_set_allocated_sequence_type(::onnx::TypeProto_Sequence* sequence_type) { - clear_value(); - if (sequence_type) { - set_has_sequence_type(); - value_.sequence_type_ = sequence_type; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.sequence_type) -} inline ::onnx::TypeProto_Sequence* TypeProto::_internal_mutable_sequence_type() { if (!_internal_has_sequence_type()) { clear_value(); set_has_sequence_type(); - value_.sequence_type_ = CreateMaybeMessage< ::onnx::TypeProto_Sequence >(GetArena()); + value_.sequence_type_ = CreateMaybeMessage< ::onnx::TypeProto_Sequence >( + GetArenaNoVirtual()); } return value_.sequence_type_; } @@ -9010,7 +8480,7 @@ inline ::onnx::TypeProto_Sequence* TypeProto::mutable_sequence_type() { return _internal_mutable_sequence_type(); } -// .onnx.TypeProto.Map map_type = 5; +// optional .onnx.TypeProto.Map map_type = 5; inline bool TypeProto::_internal_has_map_type() const { return value_case() == kMapType; } @@ -9022,9 +8492,7 @@ inline void TypeProto::set_has_map_type() { } inline void TypeProto::clear_map_type() { if (_internal_has_map_type()) { - if (GetArena() == nullptr) { - delete value_.map_type_; - } + delete value_.map_type_; clear_has_value(); } } @@ -9033,9 +8501,6 @@ inline ::onnx::TypeProto_Map* TypeProto::release_map_type() { if (_internal_has_map_type()) { clear_has_value(); ::onnx::TypeProto_Map* temp = value_.map_type_; - if (GetArena() != nullptr) { - temp = ::PROTOBUF_NAMESPACE_ID::internal::DuplicateIfNonNull(temp); - } value_.map_type_ = nullptr; return temp; } else { @@ -9045,36 +8510,18 @@ inline ::onnx::TypeProto_Map* TypeProto::release_map_type() { inline const ::onnx::TypeProto_Map& TypeProto::_internal_map_type() const { return _internal_has_map_type() ? *value_.map_type_ - : reinterpret_cast< ::onnx::TypeProto_Map&>(::onnx::_TypeProto_Map_default_instance_); + : *reinterpret_cast< ::onnx::TypeProto_Map*>(&::onnx::_TypeProto_Map_default_instance_); } inline const ::onnx::TypeProto_Map& TypeProto::map_type() const { // @@protoc_insertion_point(field_get:onnx.TypeProto.map_type) return _internal_map_type(); } -inline ::onnx::TypeProto_Map* TypeProto::unsafe_arena_release_map_type() { - // @@protoc_insertion_point(field_unsafe_arena_release:onnx.TypeProto.map_type) - if (_internal_has_map_type()) { - clear_has_value(); - ::onnx::TypeProto_Map* temp = value_.map_type_; - value_.map_type_ = nullptr; - return temp; - } else { - return nullptr; - } -} -inline void TypeProto::unsafe_arena_set_allocated_map_type(::onnx::TypeProto_Map* map_type) { - clear_value(); - if (map_type) { - set_has_map_type(); - value_.map_type_ = map_type; - } - // @@protoc_insertion_point(field_unsafe_arena_set_allocated:onnx.TypeProto.map_type) -} inline ::onnx::TypeProto_Map* TypeProto::_internal_mutable_map_type() { if (!_internal_has_map_type()) { clear_value(); set_has_map_type(); - value_.map_type_ = CreateMaybeMessage< ::onnx::TypeProto_Map >(GetArena()); + value_.map_type_ = CreateMaybeMessage< ::onnx::TypeProto_Map >( + GetArenaNoVirtual()); } return value_.map_type_; } @@ -9092,7 +8539,7 @@ inline bool TypeProto::has_denotation() const { return _internal_has_denotation(); } inline void TypeProto::clear_denotation() { - denotation_.ClearToEmpty(); + denotation_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& TypeProto::denotation() const { @@ -9108,34 +8555,33 @@ inline std::string* TypeProto::mutable_denotation() { return _internal_mutable_denotation(); } inline const std::string& TypeProto::_internal_denotation() const { - return denotation_.Get(); + return denotation_.GetNoArena(); } inline void TypeProto::_internal_set_denotation(const std::string& value) { _has_bits_[0] |= 0x00000001u; - denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void TypeProto::set_denotation(std::string&& value) { _has_bits_[0] |= 0x00000001u; - denotation_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + denotation_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.TypeProto.denotation) } inline void TypeProto::set_denotation(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.TypeProto.denotation) } -inline void TypeProto::set_denotation(const char* value, - size_t size) { +inline void TypeProto::set_denotation(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - denotation_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + denotation_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.TypeProto.denotation) } inline std::string* TypeProto::_internal_mutable_denotation() { _has_bits_[0] |= 0x00000001u; - return denotation_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return denotation_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* TypeProto::release_denotation() { // @@protoc_insertion_point(field_release:onnx.TypeProto.denotation) @@ -9143,7 +8589,7 @@ inline std::string* TypeProto::release_denotation() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return denotation_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return denotation_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void TypeProto::set_allocated_denotation(std::string* denotation) { if (denotation != nullptr) { @@ -9151,8 +8597,7 @@ inline void TypeProto::set_allocated_denotation(std::string* denotation) { } else { _has_bits_[0] &= ~0x00000001u; } - denotation_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation, - GetArena()); + denotation_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), denotation); // @@protoc_insertion_point(field_set_allocated:onnx.TypeProto.denotation) } @@ -9178,7 +8623,7 @@ inline bool OperatorSetIdProto::has_domain() const { return _internal_has_domain(); } inline void OperatorSetIdProto::clear_domain() { - domain_.ClearToEmpty(); + domain_.ClearToEmptyNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); _has_bits_[0] &= ~0x00000001u; } inline const std::string& OperatorSetIdProto::domain() const { @@ -9194,34 +8639,33 @@ inline std::string* OperatorSetIdProto::mutable_domain() { return _internal_mutable_domain(); } inline const std::string& OperatorSetIdProto::_internal_domain() const { - return domain_.Get(); + return domain_.GetNoArena(); } inline void OperatorSetIdProto::_internal_set_domain(const std::string& value) { _has_bits_[0] |= 0x00000001u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, value, GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), value); } inline void OperatorSetIdProto::set_domain(std::string&& value) { _has_bits_[0] |= 0x00000001u; - domain_.Set( - ::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::move(value), GetArena()); + domain_.SetNoArena( + &::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::move(value)); // @@protoc_insertion_point(field_set_rvalue:onnx.OperatorSetIdProto.domain) } inline void OperatorSetIdProto::set_domain(const char* value) { GOOGLE_DCHECK(value != nullptr); _has_bits_[0] |= 0x00000001u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string(value), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), ::std::string(value)); // @@protoc_insertion_point(field_set_char:onnx.OperatorSetIdProto.domain) } -inline void OperatorSetIdProto::set_domain(const char* value, - size_t size) { +inline void OperatorSetIdProto::set_domain(const char* value, size_t size) { _has_bits_[0] |= 0x00000001u; - domain_.Set(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, ::std::string( - reinterpret_cast(value), size), GetArena()); + domain_.SetNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), + ::std::string(reinterpret_cast(value), size)); // @@protoc_insertion_point(field_set_pointer:onnx.OperatorSetIdProto.domain) } inline std::string* OperatorSetIdProto::_internal_mutable_domain() { _has_bits_[0] |= 0x00000001u; - return domain_.Mutable(::PROTOBUF_NAMESPACE_ID::internal::ArenaStringPtr::EmptyDefault{}, GetArena()); + return domain_.MutableNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline std::string* OperatorSetIdProto::release_domain() { // @@protoc_insertion_point(field_release:onnx.OperatorSetIdProto.domain) @@ -9229,7 +8673,7 @@ inline std::string* OperatorSetIdProto::release_domain() { return nullptr; } _has_bits_[0] &= ~0x00000001u; - return domain_.ReleaseNonDefault(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), GetArena()); + return domain_.ReleaseNonDefaultNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited()); } inline void OperatorSetIdProto::set_allocated_domain(std::string* domain) { if (domain != nullptr) { @@ -9237,8 +8681,7 @@ inline void OperatorSetIdProto::set_allocated_domain(std::string* domain) { } else { _has_bits_[0] &= ~0x00000001u; } - domain_.SetAllocated(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain, - GetArena()); + domain_.SetAllocatedNoArena(&::PROTOBUF_NAMESPACE_ID::internal::GetEmptyStringAlreadyInited(), domain); // @@protoc_insertion_point(field_set_allocated:onnx.OperatorSetIdProto.domain) } From 55791ddc6fe686d2673861f0472eecce8bfe22ce Mon Sep 17 00:00:00 2001 From: Adrian Castello Date: Fri, 12 Feb 2021 11:59:02 +0100 Subject: [PATCH 74/75] aded code for pool3d but not tested yet --- include/eddl/descriptors/descriptors.h | 20 ++++++- src/descriptors/.descriptor_conv.cpp.swp | Bin 16384 -> 16384 bytes src/descriptors/descriptor_pool.cpp | 5 +- src/descriptors/descriptor_pool3D.cpp | 64 ++++++++++++++++++++++- src/hardware/gpu/nn/gpu_pool.cu | 24 +++++++++ src/layers/pool/layer_maxpool.cpp | 3 +- src/layers/pool/layer_maxpool3D.cpp | 10 ++++ 7 files changed, 120 insertions(+), 6 deletions(-) diff --git a/include/eddl/descriptors/descriptors.h b/include/eddl/descriptors/descriptors.h index 63840fab5..565f1c654 100644 --- a/include/eddl/descriptors/descriptors.h +++ b/include/eddl/descriptors/descriptors.h @@ -314,7 +314,7 @@ class PoolDescriptor3D { int nk, kz, kd, kr, kc; // nk=num filters, kz=kernel channels, kd=kernel depth, kr=kernel rows, kc=Kernel cols int sd, sr, sc; // sd=stride depth, sr=stride rows, sc=stride cols - int iz, id, ir, ic; // iz=input channels, id=input depth, ir=input rows, ic=input cols + int in, iz, id, ir, ic; //in=batch size, iz=input channels, id=input depth, ir=input rows, ic=input cols int z, d, r, c; // z=channels, d=depth, r=rows, c=cols int paddf,paddb; // pad(ding) d(epth) + f(ront) / b(ack) int padrt,padrb; // pad(ding) r(ows) + t(op) / b(ottom) @@ -328,6 +328,24 @@ class PoolDescriptor3D { Tensor *D = nullptr; // Delta Tensor *O= nullptr; // Outputmap +#ifdef cCUDNN + cudnnPoolingDescriptor_t poolingDesc; + cudnnPoolingMode_t mode; + cudnnNanPropagation_t maxpoolingNanOpt; + int cwindow[3]; + int cpadding[3]; + int cstride[3]; + cudnnTensorDescriptor_t xDesc; //input. also dxDesc + cudnnTensorDescriptor_t yDesc; //output also dyDesc + cudnnDataType_t data_type; + cudnnTensorFormat_t tensor_format; + +#endif + + + + + PoolDescriptor3D(const vector &ks, const vector &st, const string& p, int mem=0); PoolDescriptor3D(const vector &ks, const vector &st, const vector &p, int mem=0); diff --git a/src/descriptors/.descriptor_conv.cpp.swp b/src/descriptors/.descriptor_conv.cpp.swp index 292a852b680241326034daba5e084ead1220ff79..e6150476244f2f435e31c0ddd1453684e3616366 100644 GIT binary patch delta 29 gcmZo@U~Fh$oFKupy=bG9p8y9l0|aa?5SXA30C$ZB`~Uy| delta 29 gcmZo@U~Fh$oFKu(qPbDZPk`g^e+bxIATU860I!)1^8f$< diff --git a/src/descriptors/descriptor_pool.cpp b/src/descriptors/descriptor_pool.cpp index 2be102e0c..528425215 100644 --- a/src/descriptors/descriptor_pool.cpp +++ b/src/descriptors/descriptor_pool.cpp @@ -144,14 +144,13 @@ void PoolDescriptor::resize(int b) { this->O->resize(b); #ifdef cCUDNN - #ifdef cCUDNN + if(!this->O->isCPU()){ cudnnSetTensor4dDescriptor(xDesc, tensor_format, data_type, b,iz,ir,ic); cudnnCreateTensorDescriptor(&yDesc); cudnnSetTensor4dDescriptor(yDesc, tensor_format, data_type, O->shape[0], O->shape[1],O->shape[2],O->shape[3]); - -#endif +} #endif // if (!mem_level) { D->resize(b); } } diff --git a/src/descriptors/descriptor_pool3D.cpp b/src/descriptors/descriptor_pool3D.cpp index 4d57cd8a9..238c38730 100644 --- a/src/descriptors/descriptor_pool3D.cpp +++ b/src/descriptors/descriptor_pool3D.cpp @@ -59,7 +59,8 @@ void PoolDescriptor3D::build(Tensor *A) { sd = stride[0]; sr = stride[1]; sc = stride[2]; - + + in = A->shape[0]; iz = A->shape[1]; id = A->shape[2]; ir = A->shape[3]; @@ -91,6 +92,16 @@ void PoolDescriptor3D::build(Tensor *A) { paddf = pad[0]; paddb = pad[1]; // depth: front-top padrt = pad[0]; padrb = pad[1]; // rows: top-bottom padcl = pad[2]; padcr = pad[3]; // cols: left-right +#ifdef cCUDNN + if(!A->isCPU()){ + if(pad[0] != pad[1] || pad[2] != pad[3] || pad[4] != pad[5]){ + std::cout<<"Warning: asymmetric padding not supported by cuDNN... fixing ... potential shapes mismatch later"<shape[0]) return; O->resize(b); +#ifdef cCUDNN + if(!I->isCPU()){ + int dims[5] = {b, iz, id, ir, ic}; + int str[5] = {iz*id*ir*ic,id*ir*ic,ir*ic,ic,1}; + cudnnSetTensorNdDescriptor(xDesc, /*tensor_format,*/ data_type,5,dims,str); + + int ydims[5] = {b,z,d,r,c}; + int ystr[5] = {z*d*r*c, d*r*c, r*c, c, 1}; + cudnnSetTensorNdDescriptor(yDesc, /*tensor_format,*/ data_type, 5, ydims, ystr); + + //cudnnSetTensor4dDescriptor(yDesc, tensor_format, data_type, O->shape[0], O->shape[1],O->shape[2],O->shape[3]); +} + + +#endif + // if (!mem_level) { D->resize(b); } } diff --git a/src/hardware/gpu/nn/gpu_pool.cu b/src/hardware/gpu/nn/gpu_pool.cu index cbd1fceba..9241297a6 100644 --- a/src/hardware/gpu/nn/gpu_pool.cu +++ b/src/hardware/gpu/nn/gpu_pool.cu @@ -92,9 +92,33 @@ void gpu_mpool2D_back(PoolDescriptor *D){ void gpu_mpool3D(PoolDescriptor3D *D){ +int device=D->I->gpu_device; + cudaSetDevice(device); + +#ifdef cCUDNN + float alpha=1.0; + float beta=0.0; +// amy_get_descriptor(D->xDesc,"xDesc"); +// amy_get_descriptor(D->yDesc,"yDesc"); + check_cudnn(cudnnPoolingForward(hdnn[device], D->poolingDesc, + &alpha, D->xDesc, D->I->ptr, + &beta, D->yDesc, D->O->ptr),"cudnnPoolingForward",__FILE__); +#endif + } void gpu_mpool3D_back(PoolDescriptor3D *D){ +int device=D->I->gpu_device; + cudaSetDevice(device); + +#ifdef cCUDNN + float alpha=1.0; + float beta=0.0; + + check_cudnn(cudnnPoolingBackward(hdnn[device], D->poolingDesc, &alpha, D->yDesc, D->O->ptr, + D->yDesc, D->D->ptr, D->xDesc, D->I->ptr, + &beta, D->xDesc, D->ID->ptr),"cudnnPoolingBackward",__FILE__); +#endif } diff --git a/src/layers/pool/layer_maxpool.cpp b/src/layers/pool/layer_maxpool.cpp index 3c611f893..72a263ddc 100644 --- a/src/layers/pool/layer_maxpool.cpp +++ b/src/layers/pool/layer_maxpool.cpp @@ -34,12 +34,13 @@ LMaxPool::LMaxPool(Layer *parent, PoolDescriptor *D, const string& name, int dev D->indY = new Tensor(D->O->shape, dev); #ifdef cCUDNN + if(!D->I->isCPU()){ D->mode = CUDNN_POOLING_MAX; D->maxpoolingNanOpt = CUDNN_NOT_PROPAGATE_NAN; cudnnStatus_t bbb = cudnnSetPooling2dDescriptor(D->poolingDesc, D->mode, D->maxpoolingNanOpt, D->windowHeight, D->windowWidth, D->verticalPadding, D->horizontalPadding, D->verticalStride, D->horizontalStride); if(bbb != CUDNN_STATUS_SUCCESS) std::cout<<"Error create pooling descriptor "<< cudnnGetErrorString(bbb) <indX = new Tensor(D->O->shape, dev); // Is this needed here? D->indY = new Tensor(D->O->shape, dev); +#ifdef cCUDNN + if(!D->I->isCPU()){ + + D->mode = CUDNN_POOLING_MAX; + D->maxpoolingNanOpt = CUDNN_NOT_PROPAGATE_NAN; + cudnnStatus_t bbb = cudnnSetPoolingNdDescriptor(D->poolingDesc, D->mode, D->maxpoolingNanOpt, 3, D->cwindow, D->cpadding, + D->cstride); + if(bbb != CUDNN_STATUS_SUCCESS) std::cout<<"Error create pooling3D descriptor "<< cudnnGetErrorString(bbb) < Date: Fri, 12 Feb 2021 12:32:12 +0100 Subject: [PATCH 75/75] 1D pool and conv bug fixed in cuDNN --- src/descriptors/.descriptor_conv.cpp.swp | Bin 16384 -> 0 bytes src/descriptors/descriptor_pool.cpp | 1 - src/layers/pool/layer_maxpool1D.cpp | 14 ++++++++++++++ 3 files changed, 14 insertions(+), 1 deletion(-) delete mode 100644 src/descriptors/.descriptor_conv.cpp.swp diff --git a/src/descriptors/.descriptor_conv.cpp.swp b/src/descriptors/.descriptor_conv.cpp.swp deleted file mode 100644 index e6150476244f2f435e31c0ddd1453684e3616366..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 16384 zcmeI2O^h5z6~_w*9}d`w;6xOO@>nuG>)H8Oo3HiGip{QZmTc^m9a{>^YSPnPGt=3g z?oM^jtnH1>2{<4iiIM{!C*WcWA|VcdL{LcJLO>xX5F#!h5J6l*4sb{m!vA$u_w

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