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onnxruntime_rocm_hipify.cmake
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onnxruntime_rocm_hipify.cmake
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# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
find_package(Python3 COMPONENTS Interpreter REQUIRED)
# GLOB pattern of file to be excluded
set(contrib_ops_excluded_files
"bert/cudnn_fmha/*"
"bert/cutlass_fmha/*"
"bert/fastertransformer_decoder_attention/*"
"bert/flash_attention/*"
"bert/tensorrt_fused_multihead_attention/*"
"bert/attention.cc"
"bert/attention.h"
"bert/attention_impl.cu"
"bert/attention_softmax.h"
"bert/attention_softmax.cu"
"bert/attention_prepare_qkv.cu"
"bert/attention_kernel_options.h"
"bert/attention_kernel_options.cc"
"bert/decoder_attention_impl.h"
"bert/decoder_attention_impl.cu"
"bert/decoder_masked_multihead_attention.h"
"bert/decoder_masked_multihead_attention.cc"
"bert/decoder_masked_self_attention.h"
"bert/decoder_masked_self_attention.cc"
"bert/multihead_attention.cc"
"bert/multihead_attention.h"
"bert/relative_attn_bias.cc"
"bert/relative_attn_bias.h"
"bert/relative_attn_bias_impl.cu"
"bert/relative_attn_bias_impl.h"
"bert/skip_layer_norm.cc"
"bert/skip_layer_norm.h"
"bert/skip_layer_norm_impl.cu"
"bert/skip_layer_norm_impl.h"
"bert/transformer_common.h"
"bert/transformer_common.cc"
"bert/packed_attention.h"
"bert/packed_attention.cc"
"bert/packed_attention_impl.h"
"bert/packed_attention_impl.cu"
"bert/packed_multihead_attention.h"
"bert/packed_multihead_attention.cc"
"bert/packed_multihead_attention_impl.h"
"bert/packed_multihead_attention_impl.cu"
"diffusion/group_norm_impl.cu"
"diffusion/nhwc_conv.cc"
"math/gemm_float8.cc"
"math/gemm_float8.cu"
"math/gemm_float8.h"
"moe/*"
"sparse/*"
"quantization/attention_quantization.cc"
"quantization/attention_quantization.h"
"quantization/attention_quantization_impl.cu"
"quantization/attention_quantization_impl.cuh"
"quantization/dequantize_blockwise_bnb4.cuh"
"quantization/dequantize_blockwise_bnb4.cu"
"quantization/matmul_bnb4.cc"
"quantization/matmul_bnb4.cuh"
"quantization/matmul_bnb4.cu"
"quantization/moe_quantization.h"
"quantization/moe_quantization.cc"
"quantization/quantize_dequantize_linear.cc"
"quantization/qordered_ops/qordered_attention_impl.cu"
"quantization/qordered_ops/qordered_attention_impl.h"
"quantization/qordered_ops/qordered_attention_input_enum.h"
"quantization/qordered_ops/qordered_attention.cc"
"quantization/qordered_ops/qordered_attention.h"
"quantization/qordered_ops/qordered_common.cuh"
"quantization/qordered_ops/qordered_layer_norm.h"
"quantization/qordered_ops/qordered_layer_norm.cc"
"quantization/qordered_ops/qordered_layer_norm_impl.h"
"quantization/qordered_ops/qordered_layer_norm_impl.cu"
"quantization/qordered_ops/qordered_longformer_attention.cc"
"quantization/qordered_ops/qordered_longformer_attention.h"
"quantization/qordered_ops/qordered_matmul.h"
"quantization/qordered_ops/qordered_matmul.cc"
"quantization/qordered_ops/qordered_matmul_utils.h"
"quantization/qordered_ops/qordered_matmul_utils.cc"
"quantization/qordered_ops/qordered_qdq_impl.cu"
"quantization/qordered_ops/qordered_qdq_impl.h"
"quantization/qordered_ops/qordered_qdq.cc"
"quantization/qordered_ops/qordered_qdq.h"
"quantization/qordered_ops/qordered_unary_ops.h"
"quantization/qordered_ops/qordered_unary_ops.cc"
"quantization/qordered_ops/qordered_unary_ops_impl.h"
"quantization/qordered_ops/qordered_unary_ops_impl.cu"
"cuda_contrib_kernels.cc"
"cuda_contrib_kernels.h"
"inverse.cc"
"fused_conv.cc"
"bert/group_query_attention.h"
"bert/group_query_attention.cc"
"bert/group_query_attention_impl.h"
"bert/group_query_attention_impl.cu"
"collective/custom_*"
"collective/distributed_*"
"collective/ipc_*"
"collective/shard*"
)
if (NOT onnxruntime_USE_NCCL)
# Those are string patterns to exclude. Do NOT use stars such as
# collective/*.cc or *.h.
list(APPEND contrib_ops_excluded_files "collective/nccl_kernels.cc")
endif()
if (NOT onnxruntime_ENABLE_ATEN)
list(APPEND contrib_ops_excluded_files "aten_ops/aten_op.cc")
endif()
set(provider_excluded_files
"atomic/common.cuh"
"cu_inc/common.cuh"
"math/einsum_utils/einsum_auxiliary_ops.cc"
"math/einsum_utils/einsum_auxiliary_ops.h"
"math/einsum_utils/einsum_auxiliary_ops_diagonal.cu"
"math/einsum_utils/einsum_auxiliary_ops_diagonal.h"
"math/einsum.cc"
"math/einsum.h"
"math/gemm.cc"
"math/matmul.cc"
"math/softmax_impl.cu"
"math/softmax_warpwise_impl.cuh"
"math/softmax_common.cc"
"math/softmax_common.h"
"math/softmax.cc"
"math/softmax.h"
"nn/conv.cc"
"nn/conv.h"
"nn/conv_transpose.cc"
"nn/conv_transpose.h"
"nn/pool.cc"
"nn/pool.h"
"reduction/reduction_ops.cc"
"rnn/cudnn_rnn_base.cc"
"rnn/cudnn_rnn_base.h"
"rnn/gru.cc"
"rnn/gru.h"
"rnn/lstm.cc"
"rnn/lstm.h"
"rnn/rnn.cc"
"rnn/rnn.h"
"rnn/rnn_impl.cu"
"rnn/rnn_impl.h"
"shared_inc/cuda_call.h"
"shared_inc/cudnn_fe_call.h"
"shared_inc/fpgeneric.h"
"cuda_allocator.cc"
"cuda_allocator.h"
"cuda_call.cc"
"cuda_common.cc"
"cuda_common.h"
"cuda_execution_provider_info.cc"
"cuda_execution_provider_info.h"
"cuda_execution_provider.cc"
"cuda_execution_provider.h"
"cuda_kernel.h"
"cuda_pch.cc"
"cuda_pch.h"
"cuda_profiler.cc"
"cuda_profiler.h"
"cuda_provider_factory.cc"
"cuda_provider_factory.h"
"cuda_stream_handle.cc",
"cuda_stream_handle.h",
"cuda_utils.cu"
"cudnn_common.cc"
"cudnn_common.h"
"cudnn_fe_call.cc"
"cupti_manager.cc"
"cupti_manager.h"
"fpgeneric.cu"
"gpu_data_transfer.cc"
"gpu_data_transfer.h"
"integer_gemm.cc"
"tunable/*"
"cuda_nhwc_kernels.cc"
"cuda_nhwc_kernels.h"
)
set(training_ops_excluded_files
"activation/gelu_grad_impl_common.cuh" # uses custom tanh
"collective/adasum_kernels.cc"
"collective/adasum_kernels.h"
"math/div_grad.cc" # miopen API differs from cudnn, no double type support
"nn/batch_norm_grad.cc" # no double type support
"nn/batch_norm_grad.h" # miopen API differs from cudnn
"nn/batch_norm_internal.cc" # miopen API differs from cudnn, no double type support
"nn/batch_norm_internal.h" # miopen API differs from cudnn, no double type support
"nn/conv_grad.cc"
"nn/conv_grad.h"
"reduction/reduction_all.cc" # deterministic = true, ignore ctx setting
"reduction/reduction_ops.cc" # no double type support
"cuda_training_kernels.cc"
"cuda_training_kernels.h"
"nn/conv_shared.cc"
"nn/conv_shared.h"
"nn/conv_transpose_grad.cc"
"nn/conv_transpose_grad.h"
)
function(auto_set_source_files_hip_language)
foreach(f ${ARGN})
if(f MATCHES ".*\\.cu$")
set_source_files_properties(${f} PROPERTIES LANGUAGE HIP)
endif()
endforeach()
endfunction()
# cuda_dir must be relative to REPO_ROOT
function(hipify cuda_dir in_excluded_file_patterns out_generated_cc_files out_generated_cu_files)
set(hipify_tool ${REPO_ROOT}/tools/ci_build/amd_hipify.py)
file(GLOB_RECURSE srcs CONFIGURE_DEPENDS
"${REPO_ROOT}/${cuda_dir}/cuda/*.h"
"${REPO_ROOT}/${cuda_dir}/cuda/*.cc"
"${REPO_ROOT}/${cuda_dir}/cuda/*.cuh"
"${REPO_ROOT}/${cuda_dir}/cuda/*.cu"
)
# do exclusion
set(excluded_file_patterns ${${in_excluded_file_patterns}})
list(TRANSFORM excluded_file_patterns PREPEND "${REPO_ROOT}/${cuda_dir}/cuda/")
file(GLOB_RECURSE excluded_srcs CONFIGURE_DEPENDS ${excluded_file_patterns})
foreach(f ${excluded_srcs})
message(STATUS "Excluded from hipify: ${f}")
endforeach()
list(REMOVE_ITEM srcs ${excluded_srcs})
foreach(f ${srcs})
file(RELATIVE_PATH cuda_f_rel "${REPO_ROOT}" ${f})
string(REPLACE "cuda" "rocm" rocm_f_rel ${cuda_f_rel})
set(f_out "${CMAKE_CURRENT_BINARY_DIR}/amdgpu/${rocm_f_rel}")
add_custom_command(
OUTPUT ${f_out}
COMMAND Python3::Interpreter ${hipify_tool}
--hipify_perl ${onnxruntime_HIPIFY_PERL}
${f} -o ${f_out}
DEPENDS ${hipify_tool} ${f}
COMMENT "Hipify: ${cuda_f_rel} -> amdgpu/${rocm_f_rel}"
)
if(f MATCHES ".*\\.cuh?$")
list(APPEND generated_cu_files ${f_out})
else()
list(APPEND generated_cc_files ${f_out})
endif()
endforeach()
set_source_files_properties(${generated_cc_files} PROPERTIES GENERATED TRUE)
set_source_files_properties(${generated_cu_files} PROPERTIES GENERATED TRUE)
auto_set_source_files_hip_language(${generated_cu_files})
set(${out_generated_cc_files} ${generated_cc_files} PARENT_SCOPE)
set(${out_generated_cu_files} ${generated_cu_files} PARENT_SCOPE)
endfunction()