From 718053d3182c7b1e1efff23cde30bb732c1bea46 Mon Sep 17 00:00:00 2001 From: Franco Nieddu Date: Mon, 8 Jan 2024 14:06:47 +0100 Subject: [PATCH] mostly done --- .../components/fixedpoint/to_fixpoint.hpp | 6 +-- .../include/mlir-assigner/memory/memref.hpp | 26 ++++++++-- .../mlir-assigner/parser/evaluator.hpp | 48 +++++++++++++----- .../Cast/CastToInt64.json | 1 + .../Cast/CastToInt64.mlir | 14 +++++ .../Cast/CastToInt64.onnx | 14 +++++ .../Cast/CastToInt64.res | 3 ++ .../tests/Ops/Onnx/Add/AddSimple.res | 2 +- .../tests/Ops/Onnx/And/AndSimple.res | 2 +- .../tests/Ops/Onnx/ArgMax/ArgMaxSimple.res | 2 +- .../tests/Ops/Onnx/ArgMin/ArgMinLastIndex.res | 2 +- .../Onnx/ArgMin/ArgMinLastIndexNoKeepDims.res | 2 +- .../Ops/Onnx/ArgMin/ArgMinNoKeepDims.res | 2 +- .../tests/Ops/Onnx/ArgMin/ArgMinSimple.res | 2 +- .../tests/Ops/Onnx/Cast/CastBoolToFloat.json | 1 + .../tests/Ops/Onnx/Cast/CastBoolToFloat.onnx | 14 +++++ .../tests/Ops/Onnx/Cast/CastBoolToFloat.res | 3 ++ .../tests/Ops/Onnx/Cast/CastBoolToInt.json | 1 + .../tests/Ops/Onnx/Cast/CastBoolToInt.onnx | 14 +++++ .../tests/Ops/Onnx/Cast/CastBoolToInt.res | 3 ++ .../tests/Ops/Onnx/Cast/CastIntToInt.json | 1 + .../tests/Ops/Onnx/Cast/CastIntToInt.onnx | 14 +++++ .../tests/Ops/Onnx/Cast/CastIntToInt.res | 3 ++ .../Ops/Onnx/Cast/CastIntToSmallerInt.json | 1 + .../Ops/Onnx/Cast/CastIntToSmallerInt.onnx | 14 +++++ .../Ops/Onnx/Cast/CastIntToSmallerInt.res | 3 ++ .../tests/Ops/Onnx/Cast/CastNoop.json | 1 + .../tests/Ops/Onnx/Cast/CastNoop.onnx | 14 +++++ .../tests/Ops/Onnx/Cast/CastNoop.res | 3 ++ .../tests/Ops/Onnx/Cast/CastToFloat.json | 1 + .../tests/Ops/Onnx/Cast/CastToFloat.onnx | 14 +++++ .../tests/Ops/Onnx/Cast/CastToFloat.res | 3 ++ .../tests/Ops/Onnx/Concat/ConcatSimple.json | 1 + .../tests/Ops/Onnx/Concat/ConcatSimple.onnx | 19 +++++++ .../tests/Ops/Onnx/Concat/ConcatSimple.res | 3 ++ .../tests/Ops/Onnx/Concat/ConcatSimple2.json | 1 + .../tests/Ops/Onnx/Concat/ConcatSimple2.onnx | Bin 0 -> 139 bytes .../tests/Ops/Onnx/Concat/ConcatSimple2.res | 3 ++ .../Onnx/DepthToSpace/DepthToSpaceSimple.json | 1 + .../Onnx/DepthToSpace/DepthToSpaceSimple.onnx | 19 +++++++ .../Onnx/DepthToSpace/DepthToSpaceSimple.res | 3 ++ .../tests/Ops/Onnx/Div/DivSimple.json | 27 +--------- .../WhereSimple.onnx => Div/DivSimple.onnx} | 14 ++--- .../tests/Ops/Onnx/Div/DivSimple.res | 4 +- .../tests/Ops/Onnx/Equal/EqualSimple.res | 2 +- .../tests/Ops/Onnx/Expand/ExpandSimple.json | 1 + .../tests/Ops/Onnx/Expand/ExpandSimple.onnx | Bin 0 -> 108 bytes .../tests/Ops/Onnx/Expand/ExpandSimple.res | 3 ++ .../tests/Ops/Onnx/Greater/GreaterSimple.res | 2 +- .../GreaterOrEqual/GreaterEqualSimple.res | 2 +- .../tests/Ops/Onnx/Less/LessSimple.res | 2 +- .../Ops/Onnx/LessOrEqual/LessEqualSimple.res | 2 +- .../tests/Ops/Onnx/Max/MaxSimple.res | 2 +- .../tests/Ops/Onnx/Min/MinSimple.res | 2 +- mlir-assigner/tests/Ops/Onnx/Mod/ModFloat.res | 2 +- .../tests/Ops/Onnx/Mul/MulSimple.res | 2 +- .../tests/Ops/Onnx/OneHot/OneHotFloat.res | 2 +- .../tests/Ops/Onnx/OneHot/OneHotSimple.res | 2 +- mlir-assigner/tests/Ops/Onnx/Or/OrSimple.res | 2 +- mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.json | 1 + mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.onnx | 13 +++++ mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.res | 3 ++ .../tests/Ops/Onnx/Pad/PadLarge.json | 1 + .../tests/Ops/Onnx/Pad/PadLarge.onnx | Bin 0 -> 159 bytes mlir-assigner/tests/Ops/Onnx/Pad/PadLarge.res | 3 ++ .../tests/Ops/Onnx/Pad/PadReflect.json | 1 + .../tests/Ops/Onnx/Pad/PadReflect.onnx | 14 +++++ .../tests/Ops/Onnx/Pad/PadReflect.res | 3 ++ .../tests/Ops/Onnx/Pad/PadSimple.json | 1 + .../tests/Ops/Onnx/Pad/PadSimple.onnx | Bin 0 -> 156 bytes .../tests/Ops/Onnx/Pad/PadSimple.res | 3 ++ .../Ops/Onnx/ReduceMean/ReduceMean2D.res | 2 +- .../Ops/Onnx/ReduceMean/ReduceMeanSimple.res | 2 +- .../Ops/Onnx/ReduceProd/ReduceProdSimple.res | 2 +- .../Ops/Onnx/ReduceSum/ReduceSumSimple.res | 2 +- .../tests/Ops/Onnx/Reshape/ReshapeSimple.json | 1 + .../tests/Ops/Onnx/Reshape/ReshapeSimple.onnx | 14 +++++ .../tests/Ops/Onnx/Reshape/ReshapeSimple.res | 3 ++ .../Onnx/Reshape/ReshapeSimpleInferred.json | 1 + .../Onnx/Reshape/ReshapeSimpleInferred.onnx | 14 +++++ .../Onnx/Reshape/ReshapeSimpleInferred.res | 3 ++ .../ReverseSequenceSimple.json | 1 + .../ReverseSequenceSimple.onnx | Bin 0 -> 175 bytes .../ReverseSequence/ReverseSequenceSimple.res | 3 ++ .../tests/Ops/Onnx/Slice/SliceSimple.json | 1 + .../tests/Ops/Onnx/Slice/SliceSimple.onnx | Bin 0 -> 181 bytes .../tests/Ops/Onnx/Slice/SliceSimple.res | 3 ++ .../Onnx/SpaceToDepth/SpaceToDepthSimple.json | 1 + .../Onnx/SpaceToDepth/SpaceToDepthSimple.onnx | 18 +++++++ .../Onnx/SpaceToDepth/SpaceToDepthSimple.res | 3 ++ mlir-assigner/tests/Ops/Onnx/Split/.ignore | 0 .../tests/Ops/Onnx/Split/SplitSimple.json | 1 + .../tests/Ops/Onnx/Split/SplitSimple.onnx | 19 +++++++ .../tests/Ops/Onnx/Split/SplitSimple.res | 3 ++ .../tests/Ops/Onnx/Split/SplitUneven.json | 1 + .../tests/Ops/Onnx/Split/SplitUneven.onnx | 21 ++++++++ .../tests/Ops/Onnx/Split/SplitUneven.res | 3 ++ .../tests/Ops/Onnx/Split/SplitVarInput.json | 1 + .../tests/Ops/Onnx/Split/SplitVarInput.onnx | 24 +++++++++ .../tests/Ops/Onnx/Split/SplitVarInput.res | 3 ++ .../tests/Ops/Onnx/Squeeze/SqueezeAxis.json | 1 + .../tests/Ops/Onnx/Squeeze/SqueezeAxis.onnx | 19 +++++++ .../tests/Ops/Onnx/Squeeze/SqueezeAxis.res | 3 ++ .../tests/Ops/Onnx/Squeeze/SqueezeSimple.json | 1 + .../tests/Ops/Onnx/Squeeze/SqueezeSimple.onnx | 13 +++++ .../tests/Ops/Onnx/Squeeze/SqueezeSimple.res | 3 ++ .../tests/Ops/Onnx/Sub/SubSimple.res | 2 +- .../tests/Ops/Onnx/Sum/SumSimple.res | 2 +- .../tests/Ops/Onnx/Tile/TileSimple.json | 1 + .../tests/Ops/Onnx/Tile/TileSimple.onnx | 14 +++++ .../tests/Ops/Onnx/Tile/TileSimple.res | 3 ++ .../Ops/Onnx/Transpose/TransposeSimple.json | 1 + .../Ops/Onnx/Transpose/TransposeSimple.onnx | Bin 0 -> 125 bytes .../Ops/Onnx/Transpose/TransposeSimple.res | 3 ++ .../tests/Ops/Onnx/Trilu/TriluOffset.json | 1 + .../tests/Ops/Onnx/Trilu/TriluOffset.onnx | 19 +++++++ .../tests/Ops/Onnx/Trilu/TriluOffset.res | 3 ++ .../tests/Ops/Onnx/Trilu/TriluSimple.json | 1 + .../tests/Ops/Onnx/Trilu/TriluSimple.onnx | 17 +++++++ .../tests/Ops/Onnx/Trilu/TriluSimple.res | 3 ++ .../Ops/Onnx/Unsqueeze/UnsqueezeAxis.json | 1 + .../Ops/Onnx/Unsqueeze/UnsqueezeAxis.onnx | 19 +++++++ .../Ops/Onnx/Unsqueeze/UnsqueezeAxis.res | 3 ++ .../Ops/Onnx/Where/Where/WhereSimple.json | 1 - .../Ops/Onnx/Where/Where/WhereSimple.res | 3 -- .../tests/Ops/Onnx/Where/WhereSimple.res | 2 +- .../tests/Ops/Onnx/Xor/XorSimple.res | 2 +- mlir-assigner/tests/README.md | 4 +- 128 files changed, 604 insertions(+), 91 deletions(-) create mode 100644 mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.json create mode 100644 mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.mlir create mode 100644 mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.onnx create mode 100644 mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.res create mode 100644 mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.res rename mlir-assigner/tests/Ops/Onnx/{Where/Where/WhereSimple.onnx => Div/DivSimple.onnx} (52%) create mode 100644 mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadLarge.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadLarge.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadLarge.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Pad/PadSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimpleInferred.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimpleInferred.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimpleInferred.res create mode 100644 mlir-assigner/tests/Ops/Onnx/ReverseSequence/ReverseSequenceSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/ReverseSequence/ReverseSequenceSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/ReverseSequence/ReverseSequenceSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Slice/SliceSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Slice/SliceSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Slice/SliceSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/.ignore create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Transpose/TransposeSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Transpose/TransposeSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Transpose/TransposeSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Trilu/TriluOffset.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Trilu/TriluOffset.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Trilu/TriluOffset.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.res create mode 100644 mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.json create mode 100644 mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.onnx create mode 100644 mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.res delete mode 100644 mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.json delete mode 100644 mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.res diff --git a/mlir-assigner/include/mlir-assigner/components/fixedpoint/to_fixpoint.hpp b/mlir-assigner/include/mlir-assigner/components/fixedpoint/to_fixpoint.hpp index 5bce400..e855e6b 100644 --- a/mlir-assigner/include/mlir-assigner/components/fixedpoint/to_fixpoint.hpp +++ b/mlir-assigner/include/mlir-assigner/components/fixedpoint/to_fixpoint.hpp @@ -17,9 +17,9 @@ namespace nil { namespace blueprint { - template + template void handle_to_fixedpoint( - mlir::arith::SIToFPOp &operation, + MlirOp &operation, stack_frame> &frame, circuit_proxy> &bp, assignment_proxy> @@ -29,7 +29,7 @@ namespace nil { crypto3::zk::snark::plonk_constraint_system, BlueprintFieldType, basic_non_native_policy>; - auto input = PREPARE_UNARY_INPUT(mlir::arith::SIToFPOp); + auto input = PREPARE_UNARY_INPUT(MlirOp); using manifest_reader = detail::ManifestReader; const auto p = detail::PolicyManager::get_parameters( detail::ManifestReader::get_witness(0)); diff --git a/mlir-assigner/include/mlir-assigner/memory/memref.hpp b/mlir-assigner/include/mlir-assigner/memory/memref.hpp index 400304f..acabe57 100644 --- a/mlir-assigner/include/mlir-assigner/memory/memref.hpp +++ b/mlir-assigner/include/mlir-assigner/memory/memref.hpp @@ -133,10 +133,28 @@ namespace nil { ss << type << ">["; os << type_str; if (type.isa()) { - for (int i = 0; i < data.size(); i++) { - os << var_value(assignment, data[i]).data; - if (i != data.size() - 1) - os << ","; + if (type.isUnsignedInteger()) { + for (int i = 0; i < data.size(); i++) { + os << var_value(assignment, data[i]).data; + if (i != data.size() - 1) + os << ","; + } + } else { + static constexpr typename BlueprintFieldType::integral_type half_p = + (BlueprintFieldType::modulus - typename BlueprintFieldType::integral_type(1)) / + typename BlueprintFieldType::integral_type(2); + for (int i = 0; i < data.size(); i++) { + auto val = + static_cast(var_value(assignment, data[i]).data); + // check if negative + if (val > half_p) { + val = BlueprintFieldType::modulus - val; + os << "-"; + } + os << val; + if (i != data.size() - 1) + os << ","; + } } } else if (type.isa()) { for (int i = 0; i < data.size(); i++) { diff --git a/mlir-assigner/include/mlir-assigner/parser/evaluator.hpp b/mlir-assigner/include/mlir-assigner/parser/evaluator.hpp index 4062ec2..9fe524e 100644 --- a/mlir-assigner/include/mlir-assigner/parser/evaluator.hpp +++ b/mlir-assigner/include/mlir-assigner/parser/evaluator.hpp @@ -4,6 +4,7 @@ #include "nil/blueprint/blueprint/plonk/assignment.hpp" #include #include +#include #define TEST_WITHOUT_LOOKUP_TABLES #include "mlir-assigner/helper/asserts.hpp" @@ -191,15 +192,25 @@ namespace zk_ml_toolchain { bool PrintCircuitOutput; nil::blueprint::logger &logger; - template - NumberType resolve_number(VarType scalar) { + int64_t resolve_number(VarType scalar) { auto scalar_value = var_value(assignmnt, scalar); - static constexpr auto limit_value = - typename BlueprintFieldType::integral_type(std::numeric_limits::max()); + static constexpr auto limit_value_max = + typename BlueprintFieldType::integral_type(std::numeric_limits::max()); + static constexpr auto limit_value_min = + BlueprintFieldType::modulus - limit_value_max - typename BlueprintFieldType::integral_type(1); + static constexpr typename BlueprintFieldType::integral_type half_p = + (BlueprintFieldType::modulus - typename BlueprintFieldType::integral_type(1)) / + typename BlueprintFieldType::integral_type(2); auto integral_value = static_cast(scalar_value.data); - ASSERT_MSG(integral_value < limit_value, "Too large to cast"); - NumberType number = static_cast(integral_value); - return number; + ASSERT_MSG(integral_value <= limit_value_max || integral_value >= limit_value_min, + "cannot fit into requested number"); + // check if negative + if (integral_value > half_p) { + integral_value = BlueprintFieldType::modulus - integral_value; + return -static_cast(integral_value); + } else { + return static_cast(integral_value); + } } void doAffineFor(affine::AffineForOp &op, int64_t from, int64_t to, int64_t step) { @@ -435,7 +446,10 @@ namespace zk_ml_toolchain { frames.back().constant_values[mlir::hash_value(operation.getResult())] = cmpResult; } else if (arith::ConstantOp operation = llvm::dyn_cast(op)) { TypedAttr constantValue = operation.getValueAttr(); - if (constantValue.isa()) { + if (operation->getResult(0).getType().isa()) { + frames.back().constant_values.insert(std::make_pair( + mlir::hash_value(operation.getResult()), llvm::dyn_cast(constantValue).getInt())); + } else if (constantValue.isa()) { // this insert is ok, since this should never change, so we don't // override it if it is already there @@ -467,12 +481,12 @@ namespace zk_ml_toolchain { } else if (arith::IndexCastOp operation = llvm::dyn_cast(op)) { assert(operation->getNumOperands() == 1 && "IndexCast must have exactly one operand"); auto opHash = mlir::hash_value(operation->getOperand(0)); - // from int to index - if (operation->getOperand(0).getType().isa()) { + Type casteeType = operation->getOperand(0).getType(); + if (casteeType.isa()) { auto i = frames.back().locals.find(opHash); assert(i != frames.back().locals.end()); - frames.back().constant_values[mlir::hash_value(operation.getResult())] = resolve_number(i->second); - } else if (operation->getOperand(0).getType().isa()) { + frames.back().constant_values[mlir::hash_value(operation.getResult())] = resolve_number(i->second); + } else if (casteeType.isa()) { auto index = frames.back().constant_values.find(opHash); assert(index != frames.back().constant_values.end()); typename BlueprintFieldType::value_type field_constant = index->second; @@ -482,8 +496,16 @@ namespace zk_ml_toolchain { UNREACHABLE("unsupported Index Cast"); } } else if (arith::SIToFPOp operation = llvm::dyn_cast(op)) { - // TODO this does not respect negative and no different ranges for ints... handle_to_fixedpoint(operation, frames.back(), bp, assignmnt, start_row); + } else if (arith::UIToFPOp operation = llvm::dyn_cast(op)) { + handle_to_fixedpoint(operation, frames.back(), bp, assignmnt, start_row); + } else if (arith::FPToSIOp operation = llvm::dyn_cast(op)) { + UNREACHABLE("Cast from FixedPoint to Int??"); + } else if (llvm::isa(op) || llvm::isa(op) || + llvm::isa(op)) { + auto toExtend = frames.back().locals.find(mlir::hash_value(op->getOperand(0))); + assert(toExtend != frames.back().locals.end()); + frames.back().locals[mlir::hash_value(op->getResult(0))] = toExtend->second; } else { std::string opName = op->getName().getIdentifier().str(); UNREACHABLE(std::string("unhandled arith operation: ") + opName); diff --git a/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.json b/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.json new file mode 100644 index 0000000..932a112 --- /dev/null +++ b/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.052490234375, 0.0849761962890625, 0.290435791015625, 0.7718963623046875, 0.4334564208984375, 0.4372100830078125, 0.5269012451171875, 0.173980712890625, 0.0650787353515625, 0.6441802978515625], "dims": [1, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.mlir b/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.mlir new file mode 100644 index 0000000..c586633 --- /dev/null +++ b/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.mlir @@ -0,0 +1,14 @@ +module attributes {llvm.data_layout = "e-m:e-p270:32:32-p271:32:32-p272:64:64-i64:64-f80:128-n8:16:32:64-S128", llvm.target_triple = "x86_64-pc-linux-gnu", "onnx-mlir.symbol-postfix" = "casttoint64.mlir"} { + func.func @main_graph(%arg0: memref<1x10xf32>) -> memref<1x10xi64> attributes {input_names = ["in_a"], llvm.emit_c_interface, output_names = ["out_a"]} { + %alloc = memref.alloc() {alignment = 16 : i64} : memref<1x10xi64> + affine.for %arg1 = 0 to 1 { + affine.for %arg2 = 0 to 10 { + %0 = affine.load %arg0[%arg1, %arg2] : memref<1x10xf32> + %1 = arith.fptosi %0 : f32 to i64 + affine.store %1, %alloc[%arg1, %arg2] : memref<1x10xi64> + } + } + return %alloc : memref<1x10xi64> + } + "krnl.entry_point"() {func = @main_graph, numInputs = 1 : i32, numOutputs = 1 : i32, signature = "[ { \22type\22 : \22f32\22 , \22dims\22 : [1 , 10] , \22name\22 : \22in_a\22 }\0A\0A]\00@[ { \22type\22 : \22i64\22 , \22dims\22 : [1 , 10] , \22name\22 : \22out_a\22 }\0A\0A]\00"} : () -> () +} diff --git a/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.onnx b/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.onnx new file mode 100644 index 0000000..d0c9b1e --- /dev/null +++ b/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.onnx @@ -0,0 +1,14 @@ + :^ + +in_aout_a"Cast* +to� CastToInt64Z +in_a +  + + +b +out_a +  + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.res b/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.res new file mode 100644 index 0000000..77bec27 --- /dev/null +++ b/mlir-assigner/tests/Ops/NeedsBlueprintComponent/Cast/CastToInt64.res @@ -0,0 +1,3 @@ +Result: +memref<1x10xint>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0] +ADD THE ROWS HERE \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Add/AddSimple.res b/mlir-assigner/tests/Ops/Onnx/Add/AddSimple.res index d8409ad..b84e94b 100644 --- a/mlir-assigner/tests/Ops/Onnx/Add/AddSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Add/AddSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xf32>[1.2744598388671875, 0.8813934326171875, 1.0463104248046875, 0.8135986328125, 0.8283538818359375, 0.2144317626953125, 0.900787353515625, 1.1385650634765625, 0.3757171630859375, 1.0577239990234375] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/And/AndSimple.res b/mlir-assigner/tests/Ops/Onnx/And/AndSimple.res index 3298e87..3b07c9c 100644 --- a/mlir-assigner/tests/Ops/Onnx/And/AndSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/And/AndSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xi1>[0, 0, 0, 0, 0, 0, 0, 0, 1, 1] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/ArgMax/ArgMaxSimple.res b/mlir-assigner/tests/Ops/Onnx/ArgMax/ArgMaxSimple.res index 0beb6c4..5353f12 100644 --- a/mlir-assigner/tests/Ops/Onnx/ArgMax/ArgMaxSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/ArgMax/ArgMaxSimple.res @@ -1,3 +1,3 @@ Result: memref<1x1xi64>[3] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinLastIndex.res b/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinLastIndex.res index 2205f40..3541d31 100644 --- a/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinLastIndex.res +++ b/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinLastIndex.res @@ -1,3 +1,3 @@ Result: memref<1x1xi64>[4] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinLastIndexNoKeepDims.res b/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinLastIndexNoKeepDims.res index c6e15ef..01e36ed 100644 --- a/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinLastIndexNoKeepDims.res +++ b/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinLastIndexNoKeepDims.res @@ -1,3 +1,3 @@ Result: memref<1xi64>[3] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinNoKeepDims.res b/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinNoKeepDims.res index 00f40d7..de2b2b0 100644 --- a/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinNoKeepDims.res +++ b/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinNoKeepDims.res @@ -1,3 +1,3 @@ Result: memref<1xi64>[2] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinSimple.res b/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinSimple.res index 5af2875..0114be9 100644 --- a/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/ArgMin/ArgMinSimple.res @@ -1,3 +1,3 @@ Result: memref<1x1xi64>[6] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.json b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.json new file mode 100644 index 0000000..2d48355 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.json @@ -0,0 +1 @@ +[{"memref": {"data": [0, 1, 1, 0, 0, 1, 0, 1, 0, 0], "dims": [1, 10], "type": "bool"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.onnx b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.onnx new file mode 100644 index 0000000..8bee2ad --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.onnx @@ -0,0 +1,14 @@ + :b + +in_aout_a"Cast* +to�CastBoolToFloatZ +in_a +   + + +b +out_a +  + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.res b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.res new file mode 100644 index 0000000..822a13d --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToFloat.res @@ -0,0 +1,3 @@ +Result: +memref<1x10xf32>[0, 1, 1, 0, 0, 1, 0, 1, 0, 0] +12 diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.json b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.json new file mode 100644 index 0000000..00dfa48 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.json @@ -0,0 +1 @@ +[{"memref": {"data": [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], "dims": [1, 10], "type": "bool"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.onnx b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.onnx new file mode 100644 index 0000000..10a0af4 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.onnx @@ -0,0 +1,14 @@ + :` + +in_aout_a"Cast* +to� CastBoolToIntZ +in_a +   + + +b +out_a +  + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.res b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.res new file mode 100644 index 0000000..a300c31 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastBoolToInt.res @@ -0,0 +1,3 @@ +Result: +memref<1x10xi64>[0, 1, 0, 1, 0, 0, 0, 0, 1, 1] +12 diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.json b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.json new file mode 100644 index 0000000..dcbcccd --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.json @@ -0,0 +1 @@ +[{"memref": {"data": [-922, -18644, 15583, -18992, -23256, 16318, 19071, -2610, 25807, -12559], "dims": [1, 10], "type": "int"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.onnx b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.onnx new file mode 100644 index 0000000..918590c --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.onnx @@ -0,0 +1,14 @@ + :_ + +in_aout_a"Cast* +to� CastIntToIntZ +in_a +  + + +b +out_a +  + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.res b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.res new file mode 100644 index 0000000..1742605 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToInt.res @@ -0,0 +1,3 @@ +Result: +memref<1x10xi64>[-922, -18644, 15583, -18992, -23256, 16318, 19071, -2610, 25807, -12559] +12 diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.json b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.json new file mode 100644 index 0000000..0c95793 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.json @@ -0,0 +1 @@ +[{"memref": {"data": [-9436, -9740, 9984, 19795, -1273, 29365, -5597, -4249, 27125, 31185], "dims": [1, 10], "type": "int"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.onnx b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.onnx new file mode 100644 index 0000000..6fd3983 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.onnx @@ -0,0 +1,14 @@ + :f + +in_aout_a"Cast* +to�CastIntToSmallerIntZ +in_a +  + + +b +out_a +  + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.res b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.res new file mode 100644 index 0000000..8f5a91b --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastIntToSmallerInt.res @@ -0,0 +1,3 @@ +Result: +memref<1x10xi32>[-9436, -9740, 9984, 19795, -1273, 29365, -5597, -4249, 27125, 31185] +12 diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.json b/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.json new file mode 100644 index 0000000..fe07bd1 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.4317779541015625, 0.4131011962890625, 0.35601806640625, 0.360595703125, 0.748809814453125, 0.9254913330078125, 0.939361572265625, 0.5069427490234375, 0.842010498046875, 0.088775634765625], "dims": [1, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.onnx b/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.onnx new file mode 100644 index 0000000..ec2b452 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.onnx @@ -0,0 +1,14 @@ + :[ + +in_aout_a"Cast* +to�CastNoopZ +in_a +  + + +b +out_a +  + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.res b/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.res new file mode 100644 index 0000000..86b5664 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastNoop.res @@ -0,0 +1,3 @@ +Result: +memref<1x10xf32>[0.4317779541015625, 0.4131011962890625, 0.35601806640625, 0.360595703125, 0.748809814453125, 0.9254913330078125, 0.939361572265625, 0.5069427490234375, 0.842010498046875, 0.088775634765625] +12 diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.json b/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.json new file mode 100644 index 0000000..33688d3 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.json @@ -0,0 +1 @@ +[{"memref": {"data": [10830, -25594, -30056, -23995, 5899, -17295, -27610, 28494, -2621, 9410], "dims": [1, 10], "type": "int"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.onnx b/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.onnx new file mode 100644 index 0000000..bd2a542 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.onnx @@ -0,0 +1,14 @@ + :^ + +in_aout_a"Cast* +to� CastToFloatZ +in_a +  + + +b +out_a +  + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.res b/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.res new file mode 100644 index 0000000..e632d6f --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Cast/CastToFloat.res @@ -0,0 +1,3 @@ +Result: +memref<1x10xf32>[10830, -25594, -30056, -23995, 5899, -17295, -27610, 28494, -2621, 9410] +12 diff --git a/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.json b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.json new file mode 100644 index 0000000..234ecc1 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.8958892822265625, 0.5222930908203125, 0.00238037109375, 0.0584869384765625, 0.2328948974609375, 0.0062255859375, 0.7711029052734375, 0.9699249267578125, 0.9550933837890625, 0.1429443359375], "dims": [1, 10], "type": "f32"}}, {"memref": {"data": [0.2341461181640625, 0.132080078125, 0.9774627685546875, 0.3519134521484375, 0.51129150390625, 0.9049072265625, 0.265106201171875, 0.4313507080078125, 0.0768890380859375, 0.9449615478515625], "dims": [1, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.onnx new file mode 100644 index 0000000..870ae91 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.onnx @@ -0,0 +1,19 @@ + :� +( +in_a +in_bout_a"Concat* +axis� ConcatSimpleZ +in_a +  + + +Z +in_b +  + + +b +out_a +  + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.res b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.res new file mode 100644 index 0000000..f8554a9 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple.res @@ -0,0 +1,3 @@ +Result: +memref<1x20xf32>[0.8958892822265625, 0.5222930908203125, 0.00238037109375, 0.0584869384765625, 0.2328948974609375, 0.0062255859375, 0.7711029052734375, 0.9699249267578125, 0.9550933837890625, 0.1429443359375, 0.2341461181640625, 0.132080078125, 0.9774627685546875, 0.3519134521484375, 0.51129150390625, 0.9049072265625, 0.265106201171875, 0.4313507080078125, 0.0768890380859375, 0.9449615478515625] +22 diff --git a/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.json b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.json new file mode 100644 index 0000000..13dc30d --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.23565673828125, 0.96636962890625, 0.41424560546875, 0.226409912109375, 0.861175537109375, 0.000701904296875, 0.7342987060546875, 0.146636962890625, 0.6063232421875, 0.6813812255859375], "dims": [1, 10], "type": "f32"}}, {"memref": {"data": [0.4473876953125, 0.227752685546875, 0.33148193359375, 0.32470703125, 0.6154937744140625, 0.5596160888671875, 0.816192626953125, 0.0675048828125, 0.5163116455078125, 0.7897491455078125], "dims": [1, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.onnx b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.onnx new file mode 100644 index 0000000000000000000000000000000000000000..8506df0f16363330ba60ed631c2979babae867ed GIT binary patch literal 139 zcmd*>t1k&KdBp?C+XFM61 literal 0 HcmV?d00001 diff --git a/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.res b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.res new file mode 100644 index 0000000..e6eef8c --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Concat/ConcatSimple2.res @@ -0,0 +1,3 @@ +Result: +memref<2x10xf32>[0.23565673828125, 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a/mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.onnx b/mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.onnx new file mode 100644 index 0000000..3c0837c --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.onnx @@ -0,0 +1,19 @@ + :� += +in_aout_a" DepthToSpace* + blocksize�* +mode"DCR�DepthToSpaceSimpleZ +in_a + + + + + + +b +out_a + + + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.res b/mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.res new file mode 100644 index 0000000..9b00a4b --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/DepthToSpace/DepthToSpaceSimple.res @@ -0,0 +1,3 @@ +Result: +memref<1x2x20x20xf32>[0.335052490234375, 0.2763214111328125, 0.60223388671875, 0.0515594482421875, 0.971038818359375, 0.49371337890625, 0.6307525634765625, 0.313751220703125, 0.9610443115234375, 0.67108154296875, 0.8163299560546875, 0.98236083984375, 0.4789581298828125, 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0.251953125, 0.705474853515625, 0.00897216796875, 0.29937744140625, 0.640625, 0.048126220703125, 0.978485107421875, 0.9549102783203125, 0.858245849609375, 0.5072174072265625, 0.1547698974609375, 0.7793121337890625, 0.1127166748046875, 0.2082366943359375, 0.100341796875, 0.48114013671875, 0.5656890869140625, 0.2048492431640625, 0.0263671875, 0.1943359375, 0.38671875, 0.541412353515625, 0.2542724609375, 0.17779541015625, 0.349517822265625, 0.3810577392578125, 0.751373291015625, 0.522369384765625, 0.129058837890625, 0.6771087646484375, 0.888092041015625, 0.8548126220703125, 0.645538330078125, 0.8145599365234375, 0.74786376953125, 0.113983154296875, 0.8886566162109375, 0.862030029296875, 0.979156494140625, 0.0619354248046875, 0.185821533203125, 0.068267822265625, 0.8314361572265625, 0.9532470703125, 0.0399932861328125, 0.6954803466796875, 0.4359893798828125, 0.578643798828125, 0.9058380126953125, 0.229217529296875, 0.209228515625, 0.9092559814453125, 0.1202850341796875, 0.498321533203125, 0.1896514892578125, 0.894500732421875, 0.232879638671875, 0.8497314453125, 0.2105712890625, 0.34490966796875, 0.280487060546875, 0.54931640625, 0.2372283935546875, 0.2852020263671875, 0.4649200439453125, 0.7276611328125, 0.2411041259765625, 0.5117645263671875, 0.908782958984375, 0.37994384765625, 0.7287445068359375, 0.3681640625, 0.450775146484375, 0.857879638671875, 0.494659423828125, 0.3699798583984375, 0.07452392578125, 0.0706024169921875, 0.5418701171875, 0.460296630859375, 0.7151947021484375, 0.6822662353515625, 0.6128997802734375, 0.42962646484375, 0.4881744384765625, 0.334136962890625, 0.9557342529296875, 0.8138275146484375, 0.6494140625, 0.6622772216796875, 0.1193389892578125, 0.1623382568359375, 0.7886505126953125, 0.5709228515625, 0.3802490234375, 0.5410919189453125, 0.2366485595703125, 0.5657501220703125, 0.8568115234375, 0.7728424072265625, 0.24908447265625, 0.131317138671875, 0.8242950439453125, 0.3195037841796875, 0.83831787109375, 0.2645416259765625] +802 diff --git a/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.json b/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.json index 2f99524..45fb803 100644 --- a/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.json +++ b/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.json @@ -1,26 +1 @@ -[ - { - "memref": { - "data": [ - 0.7962646484375, 0.7171478271484375, 0.5724029541015625, - 0.8463287353515625, 0.4888916015625, 0.9241485595703125, - 0.896575927734375, 0.9009552001953125, 0.5742950439453125, - 0.28948974609375 - ], - "dims": [1, 10], - "type": "f32" - } - }, - { - "memref": { - "data": [ - 0.256439208984375, 0.635406494140625, 0.4245147705078125, - 0.1829681396484375, 0.974365234375, 0.0897979736328125, - 0.9962005615234375, 0.039520263671875, 0.4347991943359375, - 0.1649627685546875 - ], - "dims": [1, 10], - "type": "f32" - } - } -] +[{"memref": {"data": [0.19195556640625, 0.428802490234375, 0.08526611328125, 0.8079376220703125, 0.456634521484375, 0.9276275634765625, 0.4666290283203125, 0.8992156982421875, 0.0728607177734375, 0.149383544921875], "dims": [1, 10], "type": "f32"}}, {"memref": {"data": [0.3824310302734375, 0.0784149169921875, 0.2916259765625, 0.90087890625, 0.6431121826171875, 0.82427978515625, 0.990814208984375, 0.1674957275390625, 0.979888916015625, 0.3636932373046875], "dims": [1, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.onnx similarity index 52% rename from mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.onnx rename to mlir-assigner/tests/Ops/Onnx/Div/DivSimple.onnx index 602e431..daaba57 100644 --- a/mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.onnx +++ b/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.onnx @@ -1,19 +1,13 @@ - :� - + :n + in_a -in_b -in_cout_a"Where WhereSimpleZ +in_bout_a"Div DivSimpleZ in_a -   - - -Z -in_b    Z -in_c +in_b    diff --git a/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.res b/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.res index f22ea87..253742a 100644 --- a/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Div/DivSimple.res @@ -1,3 +1,3 @@ Result: -memref<1x10xf32>[3.105087e+00,1.128647e+00,1.348373e+00,4.625549e+00,5.017548e-01,1.029124e+01,8.999939e-01,2.279691e+01,1.320831e+00,1.754883e+00] -23 rows +memref<1x10xf32>[0.5019351243972778, 5.468379020690918, 0.29238176345825195, 0.8968326449394226, 0.7100386619567871, 1.1253794431686401, 0.47095513343811035, 5.368588924407959, 0.07435610145330429, 0.4107404947280884] +22 diff --git a/mlir-assigner/tests/Ops/Onnx/Equal/EqualSimple.res b/mlir-assigner/tests/Ops/Onnx/Equal/EqualSimple.res index 8d9fa02..7a3ce69 100644 --- a/mlir-assigner/tests/Ops/Onnx/Equal/EqualSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Equal/EqualSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xi1>[0, 1, 0, 0, 0, 0, 0, 0, 0, 0] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.json b/mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.json new file mode 100644 index 0000000..808c0b9 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.1750335693359375], "dims": [1], "type": "f32"}}] diff --git a/mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.onnx new file mode 100644 index 0000000000000000000000000000000000000000..17528f7bab6feae146836abd13f7e59b3d422a54 GIT binary patch literal 108 zcmddri%$fTNkXjor6uu+N^Gtb1&MhnLOc*UI5W2(Csm7&gGqqhiiwNM p38W<{iVvbyh>eSdgHebfNt_F!U5Jm12PnY7#l*n{!cI&AA^?Tp7BK(- literal 0 HcmV?d00001 diff --git a/mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.res b/mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.res new file mode 100644 index 0000000..b5b0cba --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Expand/ExpandSimple.res @@ -0,0 +1,3 @@ +Result: +memref<10x10xf32>[0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375, 0.1750335693359375] +3 diff --git a/mlir-assigner/tests/Ops/Onnx/Greater/GreaterSimple.res b/mlir-assigner/tests/Ops/Onnx/Greater/GreaterSimple.res index 750ce62..25a94eb 100644 --- a/mlir-assigner/tests/Ops/Onnx/Greater/GreaterSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Greater/GreaterSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xi1>[1, 0, 0, 0, 0, 0, 1, 0, 0, 1] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/GreaterOrEqual/GreaterEqualSimple.res b/mlir-assigner/tests/Ops/Onnx/GreaterOrEqual/GreaterEqualSimple.res index 670e4ab..eed1f1d 100644 --- a/mlir-assigner/tests/Ops/Onnx/GreaterOrEqual/GreaterEqualSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/GreaterOrEqual/GreaterEqualSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xi1>[1, 1, 1, 1, 1, 1, 0, 0, 0, 0] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/Less/LessSimple.res b/mlir-assigner/tests/Ops/Onnx/Less/LessSimple.res index ff02a3e..7f4153a 100644 --- a/mlir-assigner/tests/Ops/Onnx/Less/LessSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Less/LessSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xi1>[0, 0, 1, 1, 1, 1, 1, 1, 1, 0] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/LessOrEqual/LessEqualSimple.res b/mlir-assigner/tests/Ops/Onnx/LessOrEqual/LessEqualSimple.res index 1f96ded..321172b 100644 --- a/mlir-assigner/tests/Ops/Onnx/LessOrEqual/LessEqualSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/LessOrEqual/LessEqualSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xi1>[1, 0, 0, 0, 1, 0, 0, 0, 0, 1] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/Max/MaxSimple.res b/mlir-assigner/tests/Ops/Onnx/Max/MaxSimple.res index fd1a8d1..5e4729e 100644 --- a/mlir-assigner/tests/Ops/Onnx/Max/MaxSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Max/MaxSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xf32>[0.7663726806640625, 0.42840576171875, 0.6714630126953125, 0.166015625, 0.5845184326171875, 0.5460357666015625, 0.529632568359375, 0.424041748046875, 0.3756866455078125, 0.6610107421875] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/Min/MinSimple.res b/mlir-assigner/tests/Ops/Onnx/Min/MinSimple.res index 6380080..fb0766c 100644 --- a/mlir-assigner/tests/Ops/Onnx/Min/MinSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Min/MinSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xf32>[0.1954498291015625, 0.15118408203125, 0.340667724609375, 0.4537353515625, 0.371368408203125, 0.0334014892578125, 0.0920562744140625, 0.1878814697265625, 0.000152587890625, 0.5554962158203125] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/Mod/ModFloat.res b/mlir-assigner/tests/Ops/Onnx/Mod/ModFloat.res index 0baf6df..51b11ae 100644 --- a/mlir-assigner/tests/Ops/Onnx/Mod/ModFloat.res +++ b/mlir-assigner/tests/Ops/Onnx/Mod/ModFloat.res @@ -1,3 +1,3 @@ Result: memref<1x10xf32>[0.000000e+00,7.500000e-01,2.500000e-01,0.000000e+00,-2.500000e-01,2.500000e-01,-7.500000e-01,-1.287384e-01,1.388397e-01,-2.460938e-01] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/Mul/MulSimple.res b/mlir-assigner/tests/Ops/Onnx/Mul/MulSimple.res index 9f11c6b..bffd055 100644 --- a/mlir-assigner/tests/Ops/Onnx/Mul/MulSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Mul/MulSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xf32>[0.11457212269306183, 0.13923011720180511, 0.1381588578224182, 0.2300461232662201, 0.26383334398269653, 0.277559369802475, 0.2390049397945404, 0.17923188209533691, 0.19286581873893738, 0.20333965122699738] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/OneHot/OneHotFloat.res b/mlir-assigner/tests/Ops/Onnx/OneHot/OneHotFloat.res index ded5694..8356927 100644 --- a/mlir-assigner/tests/Ops/Onnx/OneHot/OneHotFloat.res +++ b/mlir-assigner/tests/Ops/Onnx/OneHot/OneHotFloat.res @@ -1,3 +1,3 @@ Result: memref<3x12xf32>[1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] -11 +7 diff --git a/mlir-assigner/tests/Ops/Onnx/OneHot/OneHotSimple.res b/mlir-assigner/tests/Ops/Onnx/OneHot/OneHotSimple.res index 85e653a..cb99ede 100644 --- a/mlir-assigner/tests/Ops/Onnx/OneHot/OneHotSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/OneHot/OneHotSimple.res @@ -1,3 +1,3 @@ Result: memref<3x12xi32>[5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2] -11 +7 diff --git a/mlir-assigner/tests/Ops/Onnx/Or/OrSimple.res b/mlir-assigner/tests/Ops/Onnx/Or/OrSimple.res index b642caf..90bdf4f 100644 --- a/mlir-assigner/tests/Ops/Onnx/Or/OrSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Or/OrSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xi1>[1, 1, 0, 0, 1, 1, 0, 1, 1, 1] -23 +22 diff --git a/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.json b/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.json new file mode 100644 index 0000000..4e953ec --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.8775634765625, 0.670989990234375, 0.256072998046875, 0.80810546875, 0.8054962158203125, 0.4617767333984375, 0.8986663818359375, 0.9008026123046875, 0.660858154296875, 0.7753753662109375, 0.9631805419921875, 0.339691162109375, 0.261932373046875, 0.0297088623046875, 0.9028167724609375, 0.716339111328125, 0.0948028564453125, 0.7401885986328125, 0.8164520263671875, 0.3879241943359375, 0.9751129150390625, 0.6184539794921875, 0.06842041015625, 0.2849273681640625, 0.524078369140625], "dims": [5, 5], "type": "f32"}}] diff --git a/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.onnx b/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.onnx new file mode 100644 index 0000000..decc077 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.onnx @@ -0,0 +1,13 @@ + :w +) +in_a +in_bout_a"Pad* +mode"edge�PadEdge*:Bin_bZ +in_a +  + +b +out_a +  + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.res b/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.res new file mode 100644 index 0000000..5e354cb --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Pad/PadEdge.res @@ -0,0 +1,3 @@ +Result: +memref<8x8xf32>[0.8775634765625, 0.8775634765625, 0.670989990234375, 0.256072998046875, 0.80810546875, 0.8054962158203125, 0.8054962158203125, 0.8054962158203125, 0.8775634765625, 0.8775634765625, 0.670989990234375, 0.256072998046875, 0.80810546875, 0.8054962158203125, 0.8054962158203125, 0.8054962158203125, 0.4617767333984375, 0.4617767333984375, 0.8986663818359375, 0.9008026123046875, 0.660858154296875, 0.7753753662109375, 0.7753753662109375, 0.7753753662109375, 0.9631805419921875, 0.9631805419921875, 0.339691162109375, 0.261932373046875, 0.0297088623046875, 0.9028167724609375, 0.9028167724609375, 0.9028167724609375, 0.716339111328125, 0.716339111328125, 0.0948028564453125, 0.7401885986328125, 0.8164520263671875, 0.3879241943359375, 0.3879241943359375, 0.3879241943359375, 0.9751129150390625, 0.9751129150390625, 0.6184539794921875, 0.06842041015625, 0.2849273681640625, 0.524078369140625, 0.524078369140625, 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0.801055908203125, 0.7545928955078125, 0.3880767822265625, 0.3672332763671875, 0.9619140625, 0.1878814697265625, 0.1994781494140625], "dims": [5, 5], "type": "f32"}}] diff --git a/mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.onnx b/mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.onnx new file mode 100644 index 0000000..d0ec003 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.onnx @@ -0,0 +1,14 @@ + :} +, +in_a +in_bout_a"Pad* +mode"reflect� +PadReflect*:Bin_bZ +in_a +  + +b +out_a +  + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.res b/mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.res new file mode 100644 index 0000000..6d5dfac --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Pad/PadReflect.res @@ -0,0 +1,3 @@ +Result: +memref<8x8xf32>[0.6599578857421875, 0.5083160400390625, 0.6599578857421875, 0.06689453125, 0.7492218017578125, 0.8073272705078125, 0.7492218017578125, 0.06689453125, 0.925201416015625, 0.11419677734375, 0.925201416015625, 0.661834716796875, 0.7195892333984375, 0.7728271484375, 0.7195892333984375, 0.661834716796875, 0.6599578857421875, 0.5083160400390625, 0.6599578857421875, 0.06689453125, 0.7492218017578125, 0.8073272705078125, 0.7492218017578125, 0.06689453125, 0.104217529296875, 0.0009918212890625, 0.104217529296875, 0.64556884765625, 0.560394287109375, 0.655426025390625, 0.560394287109375, 0.64556884765625, 0.29376220703125, 0.9922637939453125, 0.29376220703125, 0.3833465576171875, 0.801055908203125, 0.7545928955078125, 0.801055908203125, 0.3833465576171875, 0.3672332763671875, 0.3880767822265625, 0.3672332763671875, 0.9619140625, 0.1878814697265625, 0.1994781494140625, 0.1878814697265625, 0.9619140625, 0.29376220703125, 0.9922637939453125, 0.29376220703125, 0.3833465576171875, 0.801055908203125, 0.7545928955078125, 0.801055908203125, 0.3833465576171875, 0.104217529296875, 0.0009918212890625, 0.104217529296875, 0.64556884765625, 0.560394287109375, 0.655426025390625, 0.560394287109375, 0.64556884765625] +27 diff --git a/mlir-assigner/tests/Ops/Onnx/Pad/PadSimple.json b/mlir-assigner/tests/Ops/Onnx/Pad/PadSimple.json new file mode 100644 index 0000000..cd05add --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Pad/PadSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.6204376220703125, 0.31280517578125, 0.7763214111328125, 0.679229736328125, 0.0556182861328125, 0.76776123046875, 0.4183197021484375, 0.5560760498046875, 0.765716552734375, 0.083282470703125, 0.959503173828125, 0.680206298828125, 0.4826812744140625, 0.072723388671875, 0.8416900634765625, 0.844390869140625, 0.1800079345703125, 0.44024658203125, 0.97918701171875, 0.1988372802734375, 0.5082855224609375, 0.5643463134765625, 0.82025146484375, 0.488800048828125, 0.01507568359375], "dims": [5, 5], "type": "f32"}}] diff --git a/mlir-assigner/tests/Ops/Onnx/Pad/PadSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Pad/PadSimple.onnx new file mode 100644 index 0000000000000000000000000000000000000000..128d344deb51fd39942b7eb6d22609ee94f1a9be GIT binary patch literal 156 zcmdKqvJh*2X-Ryd5_3Reik2`JOKyHjsuD+XeqM1&VqVDt zMrI*SpiFRPZb43}mH-Ef0J{|nBO?=&6Ud|_Ej|H8B^CyT2753+IZ6y-gAgAV4+o[1, 1, 1, 1, 1, 1, 1, 1, 1, 0.6204376220703125, 0.31280517578125, 0.7763214111328125, 0.679229736328125, 0.0556182861328125, 1, 1, 1, 0.76776123046875, 0.4183197021484375, 0.5560760498046875, 0.765716552734375, 0.083282470703125, 1, 1, 1, 0.959503173828125, 0.680206298828125, 0.4826812744140625, 0.072723388671875, 0.8416900634765625, 1, 1, 1, 0.844390869140625, 0.1800079345703125, 0.44024658203125, 0.97918701171875, 0.1988372802734375, 1, 1, 1, 0.5082855224609375, 0.5643463134765625, 0.82025146484375, 0.488800048828125, 0.01507568359375, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] +28 diff --git a/mlir-assigner/tests/Ops/Onnx/ReduceMean/ReduceMean2D.res b/mlir-assigner/tests/Ops/Onnx/ReduceMean/ReduceMean2D.res index bf1e0c0..7dc5ffe 100644 --- a/mlir-assigner/tests/Ops/Onnx/ReduceMean/ReduceMean2D.res +++ b/mlir-assigner/tests/Ops/Onnx/ReduceMean/ReduceMean2D.res @@ -1,3 +1,3 @@ Result: memref<1x1x1xf32>[0.5031680464744568] -105 +104 diff --git a/mlir-assigner/tests/Ops/Onnx/ReduceMean/ReduceMeanSimple.res b/mlir-assigner/tests/Ops/Onnx/ReduceMean/ReduceMeanSimple.res index e9b1a9d..d3de3c0 100644 --- a/mlir-assigner/tests/Ops/Onnx/ReduceMean/ReduceMeanSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/ReduceMean/ReduceMeanSimple.res @@ -1,3 +1,3 @@ Result: memref<1x1xf32>[0.40984803438186646] -15 +14 diff --git a/mlir-assigner/tests/Ops/Onnx/ReduceProd/ReduceProdSimple.res b/mlir-assigner/tests/Ops/Onnx/ReduceProd/ReduceProdSimple.res index 18889f9..9411321 100644 --- a/mlir-assigner/tests/Ops/Onnx/ReduceProd/ReduceProdSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/ReduceProd/ReduceProdSimple.res @@ -1,3 +1,3 @@ Result: memref<1x1xf32>[3.412624209886417e-05] -14 +13 diff --git a/mlir-assigner/tests/Ops/Onnx/ReduceSum/ReduceSumSimple.res b/mlir-assigner/tests/Ops/Onnx/ReduceSum/ReduceSumSimple.res index 4277b71..705b1ac 100644 --- a/mlir-assigner/tests/Ops/Onnx/ReduceSum/ReduceSumSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/ReduceSum/ReduceSumSimple.res @@ -1,3 +1,3 @@ Result: memref<1x1xf32>[6.5382232666015625] -14 +13 diff --git a/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.json b/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.json new file mode 100644 index 0000000..40d6973 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.276947021484375, 0.455780029296875, 0.7115325927734375, 0.3181915283203125, 0.7337799072265625, 0.3596954345703125, 0.0110931396484375, 0.3222198486328125, 0.968048095703125, 0.3109130859375, 0.8992462158203125, 0.2454833984375, 0.43328857421875, 0.525054931640625, 0.568359375, 0.08416748046875, 0.2953643798828125, 0.9957275390625, 0.6162261962890625, 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0.85321044921875, 0.0521697998046875, 0.5058746337890625, 0.9754638671875, 0.2676544189453125, 0.16961669921875, 0.549591064453125, 0.7245635986328125, 0.7850799560546875, 0.7530517578125, 0.344757080078125, 0.531646728515625, 0.933135986328125, 0.807525634765625, 0.154815673828125, 0.21038818359375, 0.4969482421875, 0.11505126953125, 0.9639434814453125, 0.1145477294921875, 0.9620208740234375, 0.5190277099609375, 0.81402587890625, 0.89129638671875, 0.797607421875, 0.754852294921875, 0.8242034912109375, 0.8988800048828125, 0.5219268798828125, 0.2360076904296875, 0.6712646484375, 0.1700592041015625, 0.0375823974609375, 0.7592010498046875, 0.6364898681640625, 0.8547515869140625, 0.8133087158203125, 0.4920654296875, 0.74285888671875, 0.6912384033203125, 0.30926513671875, 0.28326416015625, 0.3842315673828125, 0.1519317626953125, 0.9322662353515625, 0.122528076171875, 0.2849273681640625, 0.214263916015625, 0.7085113525390625, 0.2454681396484375, 0.09503173828125, 0.8341522216796875, 0.394134521484375, 0.268585205078125, 0.638336181640625, 0.5056304931640625, 0.454803466796875, 0.8667144775390625, 0.46795654296875, 0.97491455078125, 0.995269775390625, 0.4828338623046875, 0.5837554931640625, 0.0078125, 0.940277099609375, 0.1665191650390625, 0.9291839599609375, 0.8030853271484375, 0.040313720703125, 0.329254150390625, 0.5906982421875, 0.0533599853515625, 0.6185302734375, 0.3497161865234375, 0.2702484130859375, 0.031494140625, 0.2507781982421875, 0.409027099609375, 0.5536041259765625, 0.7052459716796875, 0.4198150634765625, 0.53485107421875, 0.8954620361328125, 0.3742523193359375, 0.2423248291015625, 0.2626190185546875, 0.124481201171875, 0.25634765625, 0.80718994140625, 0.8989410400390625, 0.701171875, 0.3441925048828125, 0.810211181640625, 0.267181396484375, 0.4308013916015625, 0.79949951171875, 0.9463653564453125, 0.64312744140625, 0.900390625, 0.0172119140625, 0.248779296875, 0.038818359375, 0.4290313720703125, 0.9501953125, 0.416961669921875, 0.8955535888671875, 0.7204742431640625, 0.67108154296875, 0.0818023681640625, 0.3152313232421875, 0.360107421875, 0.6270904541015625, 0.4867095947265625, 0.6583251953125, 0.989471435546875, 0.70849609375, 0.410369873046875, 0.803131103515625, 0.6127777099609375, 0.9683380126953125, 0.59588623046875, 0.2173004150390625, 0.0717620849609375, 0.132354736328125], "dims": [1, 1, 14, 14], "type": "f32"}}] diff --git a/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.onnx new file mode 100644 index 0000000..34af361 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.onnx @@ -0,0 +1,14 @@ + :x + +in_a +in_bout_a"Reshape ReshapeSimple*:�Bin_bZ +in_a + + + + +b +out_a +  + +�B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.res b/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.res new file mode 100644 index 0000000..58a28cf --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Reshape/ReshapeSimple.res @@ -0,0 +1,3 @@ +Result: +memref<1x196xf32>[0.276947021484375, 0.455780029296875, 0.7115325927734375, 0.3181915283203125, 0.7337799072265625, 0.3596954345703125, 0.0110931396484375, 0.3222198486328125, 0.968048095703125, 0.3109130859375, 0.8992462158203125, 0.2454833984375, 0.43328857421875, 0.525054931640625, 0.568359375, 0.08416748046875, 0.2953643798828125, 0.9957275390625, 0.6162261962890625, 0.639892578125, 0.3412628173828125, 0.60711669921875, 0.06536865234375, 0.2288970947265625, 0.202117919921875, 0.5336151123046875, 0.1628265380859375, 0.03289794921875, 0.18994140625, 0.620697021484375, 0.1866455078125, 0.7721099853515625, 0.805145263671875, 0.636077880859375, 0.7612457275390625, 0.463348388671875, 0.287322998046875, 0.8213653564453125, 0.26348876953125, 0.0895233154296875, 0.1239013671875, 0.8084716796875, 0.5811309814453125, 0.6820526123046875, 0.427490234375, 0.788848876953125, 0.31219482421875, 0.532745361328125, 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0.3149566650390625, 0.5271759033203125], "dims": [1, 8, 10, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.onnx b/mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.onnx new file mode 100644 index 0000000..485e5f8 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.onnx @@ -0,0 +1,18 @@ + :� +- +in_aout_a" SpaceToDepth* + blocksize�SpaceToDepthSimpleZ +in_a + + + + + + +b +out_a + + + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.res b/mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.res new file mode 100644 index 0000000..a467453 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/SpaceToDepth/SpaceToDepthSimple.res @@ -0,0 +1,3 @@ +Result: +memref<1x32x5x5xf32>[0.353851318359375, 0.5244293212890625, 0.502197265625, 0.306121826171875, 0.910400390625, 0.0885162353515625, 0.928619384765625, 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0.5566558837890625, 0.92889404296875, 0.81768798828125, 0.1166229248046875, 0.0594940185546875, 0.6042938232421875, 0.2426605224609375, 0.607452392578125, 0.2244110107421875, 0.4295806884765625, 0.0830841064453125, 0.1397705078125, 0.369171142578125, 0.3079376220703125, 0.038818359375, 0.3131561279296875, 0.50909423828125, 0.385833740234375, 0.65570068359375, 0.0998077392578125, 0.3699188232421875, 0.26690673828125, 0.14825439453125, 0.7580108642578125, 0.6290283203125, 0.033172607421875, 0.51397705078125, 0.857391357421875, 0.4567718505859375, 0.733734130859375, 0.17596435546875, 0.94830322265625, 0.6295013427734375, 0.1954345703125, 0.532806396484375, 0.9253387451171875, 0.0872650146484375, 0.8165740966796875, 0.00543212890625, 0.837066650390625, 0.826995849609375, 0.3149566650390625, 0.60284423828125, 0.4862823486328125, 0.9856109619140625, 0.732940673828125, 0.4860687255859375, 0.7479095458984375, 0.2089996337890625, 0.0123138427734375, 0.726898193359375, 0.07952880859375, 0.0413055419921875, 0.6749725341796875, 0.225250244140625, 0.1919403076171875, 0.1292266845703125, 0.7416229248046875, 0.2050018310546875, 0.426544189453125, 0.78485107421875, 0.2806243896484375, 0.1057891845703125, 0.0288238525390625, 0.0361480712890625, 0.12017822265625, 0.5271759033203125] +802 diff --git a/mlir-assigner/tests/Ops/Onnx/Split/.ignore b/mlir-assigner/tests/Ops/Onnx/Split/.ignore new file mode 100644 index 0000000..e69de29 diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.json b/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.json new file mode 100644 index 0000000..d7cb6f4 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.90093994140625, 0.6243743896484375, 0.9480743408203125, 0.947784423828125, 0.0037078857421875, 0.2400970458984375, 0.4120635986328125, 0.0965576171875, 0.0577850341796875, 0.14410400390625, 0.18951416015625, 0.37921142578125, 0.1258544921875, 0.8603363037109375, 0.4984588623046875, 0.750885009765625, 0.62939453125, 0.7102813720703125, 0.47540283203125, 0.2939453125], "dims": [1, 20], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.onnx new file mode 100644 index 0000000..a74574e --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.onnx @@ -0,0 +1,19 @@ + :� +< +in_aout_aout_b"Split* +axis�* + num_outputs� SplitSimpleZ +in_a +  + +b +out_a +  + + +b +out_b +  + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.res b/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.res new file mode 100644 index 0000000..82cea07 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitSimple.res @@ -0,0 +1,3 @@ +Result: +memref<1x10xf32>[0.18951416015625, 0.37921142578125, 0.1258544921875, 0.8603363037109375, 0.4984588623046875, 0.750885009765625, 0.62939453125, 0.7102813720703125, 0.47540283203125, 0.2939453125] +ADD THE ROWS HERE \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.json b/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.json new file mode 100644 index 0000000..7edcef6 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.522979736328125, 0.679443359375, 0.0391845703125, 0.8433074951171875, 0.9461212158203125, 0.1768951416015625, 0.2410888671875, 0.9713134765625, 0.8756866455078125, 0.92327880859375, 0.841400146484375, 0.790191650390625, 0.44952392578125, 0.4233245849609375, 0.4760284423828125, 0.908111572265625, 0.319091796875, 0.3483734130859375, 0.31439208984375, 0.5734710693359375], "dims": [1, 20], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.onnx b/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.onnx new file mode 100644 index 0000000..ee0c4a1 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.onnx @@ -0,0 +1,21 @@ + :� +C +in_aout_aout_bout_c"Split* +axis�* + num_outputs� SplitUnevenZ +in_a +  + +b +out_a +  + +b +out_b +  + +b +out_c +  + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.res b/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.res new file mode 100644 index 0000000..7ad12e8 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitUneven.res @@ -0,0 +1,3 @@ +Result: +memref<1x6xf32>[0.4760284423828125, 0.908111572265625, 0.319091796875, 0.3483734130859375, 0.31439208984375, 0.5734710693359375] +ADD THE ROWS HERE \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.json b/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.json new file mode 100644 index 0000000..c6c79de --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.34674072265625, 0.1746368408203125, 0.9866485595703125, 0.589508056640625, 0.35015869140625, 0.8547515869140625, 0.743896484375, 0.1547088623046875, 0.5247344970703125, 0.460174560546875, 0.4203643798828125, 0.494659423828125, 0.5968780517578125, 0.624603271484375, 0.6593170166015625, 0.21978759765625, 0.7389373779296875, 0.8072967529296875, 0.504547119140625, 0.923065185546875], "dims": [1, 20], "type": "f32"}}, {"memref": {"data": [1, 10, 9], "dims": [3], "type": "int"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.onnx b/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.onnx new file mode 100644 index 0000000..17fefa6 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.onnx @@ -0,0 +1,24 @@ + :� +I +in_a +in_bout_aout_bout_c"Split* +axis�* + num_outputs� SplitVarInput*: + Bin_bZ +in_a +  + +b +out_a +  + +b +out_b +  + + +b +out_c +  + + B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.res b/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.res new file mode 100644 index 0000000..f5da6cb --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Split/SplitVarInput.res @@ -0,0 +1,3 @@ +Result: +memref<1x9xf32>[0.494659423828125, 0.5968780517578125, 0.624603271484375, 0.6593170166015625, 0.21978759765625, 0.7389373779296875, 0.8072967529296875, 0.504547119140625, 0.923065185546875] +ADD THE ROWS HERE \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.json b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.json new file mode 100644 index 0000000..df313de --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.8823699951171875, 0.56341552734375, 0.4017486572265625, 0.959625244140625, 0.835662841796875, 0.916046142578125, 0.964569091796875, 0.4806365966796875, 0.61480712890625, 0.2857208251953125, 0.491668701171875, 0.396392822265625, 0.510009765625, 0.2770843505859375, 0.69842529296875, 0.414642333984375, 0.018096923828125, 0.375732421875, 0.2313079833984375, 0.7387237548828125, 0.26568603515625, 0.9185638427734375, 0.231414794921875, 0.02069091796875, 0.6572418212890625, 0.10430908203125, 0.829437255859375, 0.2579498291015625, 0.7703857421875, 0.314666748046875, 0.59814453125, 0.804473876953125, 0.4756317138671875, 0.0746307373046875, 0.57891845703125, 0.0078125, 0.833160400390625, 0.57305908203125, 0.85638427734375, 0.420257568359375, 0.6965179443359375, 0.1996917724609375, 0.055267333984375, 0.144805908203125, 0.757568359375, 0.8601837158203125, 0.766571044921875, 0.697967529296875, 0.2342681884765625, 0.4082183837890625, 0.99658203125, 0.4018707275390625, 0.6934814453125, 0.680816650390625, 0.5572509765625, 0.16314697265625, 0.2289276123046875, 0.584259033203125, 0.973663330078125, 0.237060546875, 0.6710205078125, 0.5020294189453125, 0.2987213134765625, 0.787841796875, 0.8537445068359375, 0.8286285400390625, 0.0893096923828125, 0.8300628662109375, 0.28936767578125, 0.9276275634765625, 0.9659423828125, 0.3993072509765625, 0.8047637939453125, 0.5139617919921875, 0.5440673828125, 0.8359222412109375, 0.9340667724609375, 0.7895965576171875, 0.887908935546875, 0.899078369140625, 0.9402923583984375, 0.6684722900390625, 0.4206390380859375, 0.5300140380859375, 0.2315216064453125, 0.5323486328125, 0.4869537353515625, 0.665069580078125, 0.895263671875, 0.7181854248046875, 0.5615386962890625, 0.3345489501953125, 0.8482208251953125, 0.914947509765625, 0.9154052734375, 0.244964599609375, 0.3456573486328125, 0.9544677734375, 0.6366424560546875, 0.083709716796875], "dims": [1, 10, 1, 10], "type": "f32"}}] diff --git a/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.onnx b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.onnx new file mode 100644 index 0000000..944c15f --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.onnx @@ -0,0 +1,19 @@ + :w + +in_a +in_bout_a"Squeeze SqueezeAxis* :Bin_bZ +in_a + + + + + + +b +out_a + + + + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.res b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.res new file mode 100644 index 0000000..3e7c697 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeAxis.res @@ -0,0 +1,3 @@ +Result: +memref<1x10x10xf32>[0.8823699951171875, 0.56341552734375, 0.4017486572265625, 0.959625244140625, 0.835662841796875, 0.916046142578125, 0.964569091796875, 0.4806365966796875, 0.61480712890625, 0.2857208251953125, 0.491668701171875, 0.396392822265625, 0.510009765625, 0.2770843505859375, 0.69842529296875, 0.414642333984375, 0.018096923828125, 0.375732421875, 0.2313079833984375, 0.7387237548828125, 0.26568603515625, 0.9185638427734375, 0.231414794921875, 0.02069091796875, 0.6572418212890625, 0.10430908203125, 0.829437255859375, 0.2579498291015625, 0.7703857421875, 0.314666748046875, 0.59814453125, 0.804473876953125, 0.4756317138671875, 0.0746307373046875, 0.57891845703125, 0.0078125, 0.833160400390625, 0.57305908203125, 0.85638427734375, 0.420257568359375, 0.6965179443359375, 0.1996917724609375, 0.055267333984375, 0.144805908203125, 0.757568359375, 0.8601837158203125, 0.766571044921875, 0.697967529296875, 0.2342681884765625, 0.4082183837890625, 0.99658203125, 0.4018707275390625, 0.6934814453125, 0.680816650390625, 0.5572509765625, 0.16314697265625, 0.2289276123046875, 0.584259033203125, 0.973663330078125, 0.237060546875, 0.6710205078125, 0.5020294189453125, 0.2987213134765625, 0.787841796875, 0.8537445068359375, 0.8286285400390625, 0.0893096923828125, 0.8300628662109375, 0.28936767578125, 0.9276275634765625, 0.9659423828125, 0.3993072509765625, 0.8047637939453125, 0.5139617919921875, 0.5440673828125, 0.8359222412109375, 0.9340667724609375, 0.7895965576171875, 0.887908935546875, 0.899078369140625, 0.9402923583984375, 0.6684722900390625, 0.4206390380859375, 0.5300140380859375, 0.2315216064453125, 0.5323486328125, 0.4869537353515625, 0.665069580078125, 0.895263671875, 0.7181854248046875, 0.5615386962890625, 0.3345489501953125, 0.8482208251953125, 0.914947509765625, 0.9154052734375, 0.244964599609375, 0.3456573486328125, 0.9544677734375, 0.6366424560546875, 0.083709716796875] +102 diff --git a/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.json b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.json new file mode 100644 index 0000000..9579b64 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.1337890625, 0.20654296875, 0.506317138671875, 0.507537841796875, 0.64825439453125, 0.28900146484375, 0.04168701171875, 0.4684295654296875, 0.5370941162109375, 0.387939453125], "dims": [1, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.onnx new file mode 100644 index 0000000..d912ad6 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.onnx @@ -0,0 +1,13 @@ + :T + +in_aout_a"Squeeze SqueezeSimpleZ +in_a +  + + +b +out_a + + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.res b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.res new file mode 100644 index 0000000..2bfd1d8 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Squeeze/SqueezeSimple.res @@ -0,0 +1,3 @@ +Result: +memref<10xf32>[0.1337890625, 0.20654296875, 0.506317138671875, 0.507537841796875, 0.64825439453125, 0.28900146484375, 0.04168701171875, 0.4684295654296875, 0.5370941162109375, 0.387939453125] +12 diff --git a/mlir-assigner/tests/Ops/Onnx/Sub/SubSimple.res b/mlir-assigner/tests/Ops/Onnx/Sub/SubSimple.res index 8b0ff48..072dc2a 100644 --- a/mlir-assigner/tests/Ops/Onnx/Sub/SubSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Sub/SubSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xf32>[0.1867523193359375, -0.3361358642578125, 0.6221923828125, -0.5834197998046875, -0.437957763671875, 0.689483642578125, 0.8041839599609375, 0.14300537109375, -0.131072998046875, -0.41522216796875] -23 rows +22 rows diff --git a/mlir-assigner/tests/Ops/Onnx/Sum/SumSimple.res b/mlir-assigner/tests/Ops/Onnx/Sum/SumSimple.res index 586da0d..67a6c8d 100644 --- a/mlir-assigner/tests/Ops/Onnx/Sum/SumSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Sum/SumSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xf32>[0.000000e+00,0.000000e+00,6.000000e+00,-6.000000e+00,1.247772e+00,2.711487e-02,1.068207e+00,6.558990e-01,1.207123e+00,1.157837e+00] -33 rows +32 rows diff --git a/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.json b/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.json new file mode 100644 index 0000000..05a2c78 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.9523468017578125, 0.486724853515625, 0.0962066650390625, 0.067596435546875, 0.8122406005859375, 0.7970428466796875, 0.545135498046875, 0.3213958740234375, 0.646759033203125, 0.48419189453125, 0.30218505859375, 0.0140228271484375, 0.9619140625, 0.131103515625, 0.418487548828125, 0.036468505859375, 0.5586090087890625, 0.611785888671875, 0.4576568603515625, 0.0438385009765625], "dims": [2, 10], "type": "f32"}}] diff --git a/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.onnx new file mode 100644 index 0000000..814db19 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.onnx @@ -0,0 +1,14 @@ + :h + +in_a +in_bout_a"Tile +TileSimple*:Bin_bZ +in_a +  + + +b +out_a +  + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.res b/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.res new file mode 100644 index 0000000..68cf088 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Tile/TileSimple.res @@ -0,0 +1,3 @@ +Result: +memref<4x30xf32>[0.9523468017578125, 0.486724853515625, 0.0962066650390625, 0.067596435546875, 0.8122406005859375, 0.7970428466796875, 0.545135498046875, 0.3213958740234375, 0.646759033203125, 0.48419189453125, 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0.036468505859375, 0.5586090087890625, 0.611785888671875, 0.4576568603515625, 0.0438385009765625] +22 diff --git a/mlir-assigner/tests/Ops/Onnx/Transpose/TransposeSimple.json b/mlir-assigner/tests/Ops/Onnx/Transpose/TransposeSimple.json new file mode 100644 index 0000000..0f31b4c --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Transpose/TransposeSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.0980224609375, 0.3123016357421875, 0.113037109375, 0.8554229736328125, 0.4471282958984375, 0.45068359375, 0.63238525390625, 0.3233489990234375, 0.205963134765625, 0.8857879638671875, 0.1252593994140625, 0.162078857421875, 0.704803466796875, 0.8612823486328125, 0.648590087890625, 0.9368743896484375, 0.679473876953125, 0.172271728515625, 0.7840576171875, 0.4467315673828125, 0.8141326904296875, 0.96661376953125, 0.966461181640625, 0.4261474609375, 0.0513153076171875, 0.2664031982421875, 0.9177093505859375, 0.3594512939453125, 0.22320556640625, 0.92095947265625, 0.0979461669921875, 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a/mlir-assigner/tests/Ops/Onnx/Trilu/TriluOffset.res b/mlir-assigner/tests/Ops/Onnx/Trilu/TriluOffset.res new file mode 100644 index 0000000..f2b6775 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Trilu/TriluOffset.res @@ -0,0 +1,3 @@ +Result: +memref<1x10x10xf32>[0.543670654296875, 0.490997314453125, 0.4259490966796875, 0.3193206787109375, 0.6885528564453125, 0.4205780029296875, 0.91455078125, 0.482513427734375, 0.405303955078125, 0.9762420654296875, 0.733642578125, 0.2882080078125, 0.560577392578125, 0.8575439453125, 0.697296142578125, 0.7586822509765625, 0.3138885498046875, 0.378265380859375, 0.9792022705078125, 0.0284423828125, 0.2108917236328125, 0.0471954345703125, 0.86016845703125, 0.23931884765625, 0.26312255859375, 0.4097137451171875, 0.12615966796875, 0.2179718017578125, 0.5584259033203125, 0.913543701171875, 0, 0.054901123046875, 0.56292724609375, 0.6141204833984375, 0.0876007080078125, 0.4464874267578125, 0.9053802490234375, 0.9669952392578125, 0.1850738525390625, 0.213104248046875, 0, 0, 0.448974609375, 0.1411895751953125, 0.5496826171875, 0.0846710205078125, 0.4414215087890625, 0.78265380859375, 0.726654052734375, 0.0038299560546875, 0, 0, 0, 0.0008087158203125, 0.6689453125, 0.856231689453125, 0.3393707275390625, 0.8420867919921875, 0.3272247314453125, 0.6854705810546875, 0, 0, 0, 0, 0.02703857421875, 0.2525482177734375, 0.886474609375, 0.671417236328125, 0.5590057373046875, 0.0788421630859375, 0, 0, 0, 0, 0, 0.534149169921875, 0.5723114013671875, 0.5764923095703125, 0.37591552734375, 0.924102783203125, 0, 0, 0, 0, 0, 0, 0.8922119140625, 0.115631103515625, 0.315765380859375, 0.7117156982421875, 0, 0, 0, 0, 0, 0, 0, 0.7705535888671875, 0.5389404296875, 0.4378662109375] +104 diff --git a/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.json b/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.json new file mode 100644 index 0000000..b43fe27 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.84747314453125, 0.3295745849609375, 0.7913665771484375, 0.848480224609375, 0.187957763671875, 0.4433441162109375, 0.9849853515625, 0.13555908203125, 0.555084228515625, 0.1042022705078125, 0.3263702392578125, 0.5500030517578125, 0.9444580078125, 0.0910186767578125, 0.404144287109375, 0.6930999755859375, 0.28912353515625, 0.017822265625, 0.736541748046875, 0.699798583984375, 0.468780517578125, 0.322723388671875, 0.44683837890625, 0.3345947265625, 0.375152587890625, 0.2712554931640625, 0.0735321044921875, 0.305694580078125, 0.9186553955078125, 0.637786865234375, 0.4929656982421875, 0.522674560546875, 0.562255859375, 0.1952972412109375, 0.20953369140625, 0.2177276611328125, 0.3120574951171875, 0.5191802978515625, 0.284027099609375, 0.487091064453125, 0.419586181640625, 0.8532867431640625, 0.9517974853515625, 0.1749114990234375, 0.451812744140625, 0.14984130859375, 0.8016510009765625, 0.7283477783203125, 0.8798828125, 0.4735565185546875, 0.6373138427734375, 0.536712646484375, 0.817138671875, 0.7971343994140625, 0.38958740234375, 0.781005859375, 0.3801116943359375, 0.5167999267578125, 0.5767974853515625, 0.62139892578125, 0.8226165771484375, 0.9100799560546875, 0.2761077880859375, 0.1158905029296875, 0.99761962890625, 0.027862548828125, 0.128143310546875, 0.55670166015625, 0.8681793212890625, 0.6273345947265625, 0.4099884033203125, 0.7146148681640625, 0.887603759765625, 0.9559783935546875, 0.0963897705078125, 0.305450439453125, 0.0084686279296875, 0.0289154052734375, 0.8807373046875, 0.9448089599609375, 0.62091064453125, 0.077545166015625, 0.3356781005859375, 0.1642608642578125, 0.233795166015625, 0.862884521484375, 0.7948455810546875, 0.8376922607421875, 0.621368408203125, 0.895599365234375, 0.8459014892578125, 0.28753662109375, 0.678314208984375, 0.00238037109375, 0.4483642578125, 0.681732177734375, 0.58294677734375, 0.72137451171875, 0.56365966796875, 0.633209228515625], "dims": [1, 10, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.onnx b/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.onnx new file mode 100644 index 0000000..abba3e7 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.onnx @@ -0,0 +1,17 @@ + :\ + +in_aout_a"Trilu TriluSimpleZ +in_a + + + + + +b +out_a + + + + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.res b/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.res new file mode 100644 index 0000000..3450279 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Trilu/TriluSimple.res @@ -0,0 +1,3 @@ +Result: +memref<1x10x10xf32>[0.84747314453125, 0.3295745849609375, 0.7913665771484375, 0.848480224609375, 0.187957763671875, 0.4433441162109375, 0.9849853515625, 0.13555908203125, 0.555084228515625, 0.1042022705078125, 0, 0.5500030517578125, 0.9444580078125, 0.0910186767578125, 0.404144287109375, 0.6930999755859375, 0.28912353515625, 0.017822265625, 0.736541748046875, 0.699798583984375, 0, 0, 0.44683837890625, 0.3345947265625, 0.375152587890625, 0.2712554931640625, 0.0735321044921875, 0.305694580078125, 0.9186553955078125, 0.637786865234375, 0, 0, 0, 0.1952972412109375, 0.20953369140625, 0.2177276611328125, 0.3120574951171875, 0.5191802978515625, 0.284027099609375, 0.487091064453125, 0, 0, 0, 0, 0.451812744140625, 0.14984130859375, 0.8016510009765625, 0.7283477783203125, 0.8798828125, 0.4735565185546875, 0, 0, 0, 0, 0, 0.781005859375, 0.3801116943359375, 0.5167999267578125, 0.5767974853515625, 0.62139892578125, 0, 0, 0, 0, 0, 0, 0.128143310546875, 0.55670166015625, 0.8681793212890625, 0.6273345947265625, 0, 0, 0, 0, 0, 0, 0, 0.0289154052734375, 0.8807373046875, 0.9448089599609375, 0, 0, 0, 0, 0, 0, 0, 0, 0.621368408203125, 0.895599365234375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.633209228515625] +103 diff --git a/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.json b/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.json new file mode 100644 index 0000000..1a7724d --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.json @@ -0,0 +1 @@ +[{"memref": {"data": [0.5279083251953125, 0.4256439208984375, 0.4468536376953125, 0.6225433349609375, 0.4343414306640625, 0.966278076171875, 0.6254425048828125, 0.850189208984375, 0.9089508056640625, 0.663665771484375, 0.693389892578125, 0.4462432861328125, 0.8856658935546875, 0.985015869140625, 0.660736083984375, 0.9978485107421875, 0.9924774169921875, 0.603179931640625, 0.96746826171875, 0.129364013671875, 0.04718017578125, 0.923675537109375, 0.0677032470703125, 0.973052978515625, 0.898345947265625, 0.0978851318359375, 0.1887359619140625, 0.3826446533203125, 0.9974212646484375, 0.586029052734375, 0.919830322265625, 0.3311309814453125, 0.7174224853515625, 0.855926513671875, 0.516387939453125, 0.7658233642578125, 0.390899658203125, 0.4181060791015625, 0.953369140625, 0.0037994384765625, 0.2739410400390625, 0.517608642578125, 0.7808074951171875, 0.16400146484375, 0.446441650390625, 0.8749237060546875, 0.5185089111328125, 0.7985992431640625, 0.8924102783203125, 0.5939788818359375, 0.7936248779296875, 0.586395263671875, 0.836181640625, 0.7969207763671875, 0.966339111328125, 0.509765625, 0.1368560791015625, 0.07220458984375, 0.8956756591796875, 0.9393768310546875, 0.674560546875, 0.911376953125, 0.2158355712890625, 0.40478515625, 0.8449249267578125, 0.195648193359375, 0.113311767578125, 0.692169189453125, 0.6350250244140625, 0.0549774169921875, 0.0185699462890625, 0.574310302734375, 0.02178955078125, 0.0282135009765625, 0.77349853515625, 0.044342041015625, 0.5146942138671875, 0.8751068115234375, 0.0230255126953125, 0.690460205078125, 0.6123046875, 0.18341064453125, 0.833099365234375, 0.3346405029296875, 0.5577850341796875, 0.4266510009765625, 0.7744598388671875, 0.286529541015625, 0.5853729248046875, 0.214599609375, 0.8642425537109375, 0.15618896484375, 0.37042236328125, 0.5943450927734375, 0.0294342041015625, 0.348236083984375, 0.304656982421875, 0.6683502197265625, 0.025177001953125, 0.9253692626953125], "dims": [1, 10, 10], "type": "f32"}}] diff --git a/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.onnx b/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.onnx new file mode 100644 index 0000000..63dfdd2 --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.onnx @@ -0,0 +1,19 @@ + :{ + +in_a +in_bout_a" Unsqueeze UnsqueezeAxis* :Bin_bZ +in_a + + + + + +b +out_a + + + + + + +B \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.res b/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.res new file mode 100644 index 0000000..8bb8d3b --- /dev/null +++ b/mlir-assigner/tests/Ops/Onnx/Unsqueeze/UnsqueezeAxis.res @@ -0,0 +1,3 @@ +Result: +memref<1x10x1x10xf32>[0.5279083251953125, 0.4256439208984375, 0.4468536376953125, 0.6225433349609375, 0.4343414306640625, 0.966278076171875, 0.6254425048828125, 0.850189208984375, 0.9089508056640625, 0.663665771484375, 0.693389892578125, 0.4462432861328125, 0.8856658935546875, 0.985015869140625, 0.660736083984375, 0.9978485107421875, 0.9924774169921875, 0.603179931640625, 0.96746826171875, 0.129364013671875, 0.04718017578125, 0.923675537109375, 0.0677032470703125, 0.973052978515625, 0.898345947265625, 0.0978851318359375, 0.1887359619140625, 0.3826446533203125, 0.9974212646484375, 0.586029052734375, 0.919830322265625, 0.3311309814453125, 0.7174224853515625, 0.855926513671875, 0.516387939453125, 0.7658233642578125, 0.390899658203125, 0.4181060791015625, 0.953369140625, 0.0037994384765625, 0.2739410400390625, 0.517608642578125, 0.7808074951171875, 0.16400146484375, 0.446441650390625, 0.8749237060546875, 0.5185089111328125, 0.7985992431640625, 0.8924102783203125, 0.5939788818359375, 0.7936248779296875, 0.586395263671875, 0.836181640625, 0.7969207763671875, 0.966339111328125, 0.509765625, 0.1368560791015625, 0.07220458984375, 0.8956756591796875, 0.9393768310546875, 0.674560546875, 0.911376953125, 0.2158355712890625, 0.40478515625, 0.8449249267578125, 0.195648193359375, 0.113311767578125, 0.692169189453125, 0.6350250244140625, 0.0549774169921875, 0.0185699462890625, 0.574310302734375, 0.02178955078125, 0.0282135009765625, 0.77349853515625, 0.044342041015625, 0.5146942138671875, 0.8751068115234375, 0.0230255126953125, 0.690460205078125, 0.6123046875, 0.18341064453125, 0.833099365234375, 0.3346405029296875, 0.5577850341796875, 0.4266510009765625, 0.7744598388671875, 0.286529541015625, 0.5853729248046875, 0.214599609375, 0.8642425537109375, 0.15618896484375, 0.37042236328125, 0.5943450927734375, 0.0294342041015625, 0.348236083984375, 0.304656982421875, 0.6683502197265625, 0.025177001953125, 0.9253692626953125] +102 diff --git a/mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.json b/mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.json deleted file mode 100644 index 6da1ba4..0000000 --- a/mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.json +++ /dev/null @@ -1 +0,0 @@ -[{"memref": {"data": [0, 1, 1, 0, 0, 1, 0, 1, 1, 0], "dims": [1, 10], "type": "bool"}}, {"memref": {"data": [0.1871185302734375, 0.6104278564453125, 0.41326904296875, 0.79345703125, 0.325286865234375, 0.1401519775390625, 0.7781219482421875, 0.2669830322265625, 0.8950042724609375, 0.134918212890625], "dims": [1, 10], "type": "f32"}}, {"memref": {"data": [0.2599639892578125, 0.578643798828125, 0.417266845703125, 0.1128997802734375, 0.112060546875, 0.093170166015625, 0.9546661376953125, 0.3450469970703125, 0.1695098876953125, 0.98834228515625], "dims": [1, 10], "type": "f32"}}] \ No newline at end of file diff --git a/mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.res b/mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.res deleted file mode 100644 index 9c312f3..0000000 --- a/mlir-assigner/tests/Ops/Onnx/Where/Where/WhereSimple.res +++ /dev/null @@ -1,3 +0,0 @@ -Result: -memref<1x10xf32>[0.2599639892578125, 0.6104278564453125, 0.41326904296875, 0.1128997802734375, 0.112060546875, 0.1401519775390625, 0.9546661376953125, 0.2669830322265625, 0.8950042724609375, 0.98834228515625] -33 diff --git a/mlir-assigner/tests/Ops/Onnx/Where/WhereSimple.res b/mlir-assigner/tests/Ops/Onnx/Where/WhereSimple.res index b1681dd..fb4fb42 100644 --- a/mlir-assigner/tests/Ops/Onnx/Where/WhereSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Where/WhereSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xf32>[0.8197174072265625, 0.71905517578125, 0.979644775390625, 0.863555908203125, 0.125091552734375, 0.0448150634765625, 0.7198486328125, 0.19195556640625, 0.9474945068359375, 0.8270111083984375] -33 +32 diff --git a/mlir-assigner/tests/Ops/Onnx/Xor/XorSimple.res b/mlir-assigner/tests/Ops/Onnx/Xor/XorSimple.res index 8af0cc0..f73d78e 100644 --- a/mlir-assigner/tests/Ops/Onnx/Xor/XorSimple.res +++ b/mlir-assigner/tests/Ops/Onnx/Xor/XorSimple.res @@ -1,3 +1,3 @@ Result: memref<1x10xi1>[1, 1, 0, 1, 0, 0, 0, 1, 0, 0] -23 +22 diff --git a/mlir-assigner/tests/README.md b/mlir-assigner/tests/README.md index 1794895..386ab60 100644 --- a/mlir-assigner/tests/README.md +++ b/mlir-assigner/tests/README.md @@ -123,7 +123,7 @@ long as it is applicable for ZK). | **CumSum** | :x: | :white_check_mark: | | | **DFT** | :x: | :x: | | | **DeformConv** | :x: | :x: | | -| **DepthToSpace** | :x: | :white_check_mark: | | +| **DepthToSpace** | :white_check_mark: | :white_check_mark: | | | **DequantizeLinear** | :x: | :white_check_mark: | | | **Det** | :x: | :x: | | | **DictVectorizer** | :x: | :x: | | @@ -279,7 +279,7 @@ long as it is applicable for ZK). | **Transpose** | :x: | :white_check_mark: | | | **TreeEnsembleClassifier** | :x: | :x: | | | **TreeEnsembleRegressor** | :x: | :x: | | -| **Trilu** | :x: | :white_check_mark: | | +| **Trilu** | :white_check_mark: | :white_check_mark: | | | **Unique** | :x: | :white_check_mark: | | | **Unsqueeze** | :x: | :white_check_mark: | | | **Upsample** | :x: | :white_check_mark: | |