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Merge pull request #241 from CongMa13/reduce_test
Reduce test
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,100 @@ | ||
| /******************************************************************************* | ||
| * | ||
| * MIT License | ||
| * | ||
| * Copyright (C) 2023-2024 Advanced Micro Devices, Inc. All rights reserved. | ||
| * | ||
| * Permission is hereby granted, free of charge, to any person obtaining a copy | ||
| * of this software and associated documentation files (the "Software"), to deal | ||
| * in the Software without restriction, including without limitation the rights | ||
| * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
| * copies of the Software, and to permit persons to whom the Software is | ||
| * furnished to do so, subject to the following conditions: | ||
| * | ||
| * The above copyright notice and this permission notice shall be included in | ||
| * all copies or substantial portions of the Software. | ||
| * | ||
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN | ||
| * THE SOFTWARE. | ||
| * | ||
| *******************************************************************************/ | ||
|
|
||
| #include "reduction_cpu_reference.hpp" | ||
| #include "reduction_cpu_reference_impl.hpp" | ||
| #include "reduction_cpu_reference_instances.hpp" | ||
|
|
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| hiptensorStatus_t hiptensorReductionReference(const void* alpha, | ||
| const void* A, | ||
| const hiptensorTensorDescriptor_t* descA, | ||
| const int32_t modeA[], | ||
| const void* beta, | ||
| const void* C, | ||
| const hiptensorTensorDescriptor_t* descC, | ||
| const int32_t modeC[], | ||
| void* D, | ||
| const hiptensorTensorDescriptor_t* descD, | ||
| const int32_t modeD[], | ||
| hiptensorOperator_t opReduce, | ||
| hiptensorComputeType_t typeCompute, | ||
| hipStream_t stream) | ||
| { | ||
| int rankA = descA->mLengths.size(); | ||
| int numReduceDim = descA->mLengths.size() - descD->mLengths.size(); | ||
| auto ADataType = descA->mType; | ||
| auto DDataType = descD->mType; | ||
|
|
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| auto& instances = hiptensor::ReductionCpuReferenceInstances::instance(); | ||
| auto solutionQ = instances->querySolutions(ADataType, | ||
| typeCompute, | ||
| DDataType, | ||
| rankA, | ||
| numReduceDim, | ||
| opReduce, | ||
| true, // @TODO hardcode | ||
| false); // @TODO hardcode | ||
|
|
||
| double alphaD; | ||
| if(alpha != nullptr) | ||
| { | ||
| alphaD = hiptensor::readVal<double>(alpha, typeCompute); | ||
| } | ||
| double betaD; | ||
| if(beta != nullptr) | ||
| { | ||
| betaD = hiptensor::readVal<double>(beta, typeCompute); | ||
| } | ||
|
|
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| for(auto [_, pSolution] : solutionQ.solutions()) | ||
| { | ||
| // Perform reduction with timing if LOG_LEVEL_PERF_TRACE | ||
| auto streamConfig = StreamConfig{stream, false}; | ||
| auto [isSupported, time] = (*pSolution)(descA->mLengths, | ||
| // @todo pass stride from descA | ||
| {}, | ||
| {modeA, modeA + descA->mLengths.size()}, | ||
| descC->mLengths, | ||
| {}, | ||
| {modeC, modeC + descC->mLengths.size()}, | ||
| alphaD, | ||
| betaD, | ||
| A, | ||
| D, | ||
| opReduce, | ||
| streamConfig); | ||
| if(isSupported) | ||
| { | ||
| if(time < 0) | ||
| { | ||
| return HIPTENSOR_STATUS_CK_ERROR; | ||
| } | ||
| return HIPTENSOR_STATUS_SUCCESS; | ||
| } | ||
| } | ||
|
|
||
| return HIPTENSOR_STATUS_INTERNAL_ERROR; | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,49 @@ | ||
| /******************************************************************************* | ||
| * | ||
| * MIT License | ||
| * | ||
| * Copyright (C) 2023-2024 Advanced Micro Devices, Inc. All rights reserved. | ||
| * | ||
| * Permission is hereby granted, free of charge, to any person obtaining a copy | ||
| * of this software and associated documentation files (the "Software"), to deal | ||
| * in the Software without restriction, including without limitation the rights | ||
| * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
| * copies of the Software, and to permit persons to whom the Software is | ||
| * furnished to do so, subject to the following conditions: | ||
| * | ||
| * The above copyright notice and this permission notice shall be included in | ||
| * all copies or substantial portions of the Software. | ||
| * | ||
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN | ||
| * THE SOFTWARE. | ||
| * | ||
| *******************************************************************************/ | ||
|
|
||
| #ifndef HIPTENSOR_REDUCTION_CPU_REFERENCE_HPP | ||
| #define HIPTENSOR_REDUCTION_CPU_REFERENCE_HPP | ||
|
|
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| #include <hip/library_types.h> | ||
| #include <vector> | ||
|
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| #include <hiptensor/hiptensor.hpp> | ||
|
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| hiptensorStatus_t hiptensorReductionReference(const void* alpha, | ||
| const void* A, | ||
| const hiptensorTensorDescriptor_t* descA, | ||
| const int32_t modeA[], | ||
| const void* beta, | ||
| const void* C, | ||
| const hiptensorTensorDescriptor_t* descC, | ||
| const int32_t modeC[], | ||
| void* D, | ||
| const hiptensorTensorDescriptor_t* descD, | ||
| const int32_t modeD[], | ||
| hiptensorOperator_t opReduce, | ||
| hiptensorComputeType_t typeCompute, | ||
| hipStream_t stream); | ||
| #endif // HIPTENSOR_REDUCTION_CPU_REFERENCE_HPP |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,139 @@ | ||
| /******************************************************************************* | ||
| * | ||
| * MIT License | ||
| * | ||
| * Copyright (C) 2023-2024 Advanced Micro Devices, Inc. All rights reserved. | ||
| * | ||
| * Permission is hereby granted, free of charge, to any person obtaining a copy | ||
| * of this software and associated documentation files (the "Software"), to deal | ||
| * in the Software without restriction, including without limitation the rights | ||
| * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
| * copies of the Software, and to permit persons to whom the Software is | ||
| * furnished to do so, subject to the following conditions: | ||
| * | ||
| * The above copyright notice and this permission notice shall be included in | ||
| * all copies or substantial portions of the Software. | ||
| * | ||
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN | ||
| * THE SOFTWARE. | ||
| * | ||
| *******************************************************************************/ | ||
|
|
||
| #ifndef HIPTENSOR_REDUCTION_CPU_REFERENCE_IMPL_HPP | ||
| #define HIPTENSOR_REDUCTION_CPU_REFERENCE_IMPL_HPP | ||
|
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| // Std includes | ||
| #include <array> | ||
| #include <list> | ||
| #include <numeric> | ||
| #include <vector> | ||
|
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| // CK includes | ||
| #include "ck/library/reference_tensor_operation/cpu/reference_reduce.hpp" | ||
|
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| #include "reduction_meta_traits.hpp" | ||
| #include "reduction_solution.hpp" | ||
|
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| namespace hiptensor | ||
| { | ||
|
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| template <typename InDataType, | ||
| typename AccDataType, | ||
| typename OutDataType, | ||
| ck::index_t Rank, | ||
| ck::index_t NumReduceDim, | ||
| typename ReduceOperation, | ||
| typename InElementwiseOperation, | ||
| typename AccElementwiseOperation, | ||
| bool PropagateNan, | ||
| bool OutputIndex> | ||
| using ReferenceReduction = ck::tensor_operation::host::ReferenceReduce<InDataType, | ||
| AccDataType, | ||
| OutDataType, | ||
| Rank, | ||
| NumReduceDim, | ||
| ReduceOperation, | ||
| InElementwiseOperation, | ||
| AccElementwiseOperation, | ||
| PropagateNan, | ||
| OutputIndex>; | ||
|
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| // Partial specialize for reference reduction | ||
| template <typename InDataType, | ||
| typename AccDataType, | ||
| typename OutDataType, | ||
| ck::index_t Rank, | ||
| ck::index_t NumReduceDim, | ||
| typename ReduceOperation, | ||
| typename InElementwiseOperation, | ||
| typename AccElementwiseOperation, | ||
| bool PropagateNan, | ||
| bool OutputIndex> | ||
| struct MetaTraits<ReferenceReduction<InDataType, | ||
| AccDataType, | ||
| OutDataType, | ||
| Rank, | ||
| NumReduceDim, | ||
| ReduceOperation, | ||
| InElementwiseOperation, | ||
| AccElementwiseOperation, | ||
| PropagateNan, | ||
| OutputIndex>> | ||
| : public MetaTraits<ck::tensor_operation::device::DeviceReduce<InDataType, | ||
| AccDataType, | ||
| OutDataType, | ||
| Rank, | ||
| NumReduceDim, | ||
| ReduceOperation, | ||
| InElementwiseOperation, | ||
| AccElementwiseOperation, | ||
| PropagateNan, | ||
| OutputIndex>> | ||
| { | ||
| }; | ||
|
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| template <typename InDataType, | ||
| typename AccDataType, | ||
| typename OutDataType, | ||
| int Rank, | ||
| int NumReduceDim, | ||
| hiptensorOperator_t opReduce, | ||
| bool PropagateNan, | ||
| bool OutputIndex> | ||
| auto enumerateReferenceSolutions() | ||
| { | ||
| constexpr auto ReduceOpId = convertHiptensorReduceOperatorToCk<opReduce>(); | ||
|
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| using ReduceOperation = typename ck::reduce_binary_operator<ReduceOpId>::opType; | ||
| using InElementwiseOperation = | ||
| typename ck::reduce_unary_operator<ReduceOpId, true, true>::InElementwiseOperation; | ||
| using AccElementwiseOperation = | ||
| typename ck::reduce_unary_operator<ReduceOpId, true, true>::AccElementwiseOperation; | ||
| using ReferenceOp = ReferenceReduction<InDataType, | ||
| AccDataType, | ||
| OutDataType, | ||
| Rank, | ||
| NumReduceDim, | ||
| ReduceOperation, | ||
| InElementwiseOperation, | ||
| AccElementwiseOperation, | ||
| PropagateNan, | ||
| OutputIndex>; | ||
|
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| auto solution | ||
| = std::make_unique<ReductionSolutionImpl<ReferenceOp>>(std::make_unique<ReferenceOp>()); | ||
|
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| auto result = std::vector<std::unique_ptr<ReductionSolution>>(); | ||
| result.push_back(std::move(solution)); | ||
|
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| return result; | ||
| } | ||
|
|
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| } // namespace hiptensor | ||
|
|
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| #endif // HIPTENSOR_REDUCTION_CPU_REFERENCE_IMPL_HPP |
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