From 3b0a2654034714c16f5930d2b24936d8be7b18a6 Mon Sep 17 00:00:00 2001 From: Gian Marco Iodice Date: Fri, 7 Dec 2018 11:18:09 +0000 Subject: COMPMID-1775: Implement CLGEMMReshapeRHSMatrixKernel to reshape the RHS matrix of GEMM/GEMMLowp Change-Id: I77f2bfcc5d170bcc2428a2f27104942c1ec877d7 Reviewed-on: https://review.mlplatform.org/375 Reviewed-by: Michele Di Giorgio Tested-by: Arm Jenkins --- tests/validation/CL/GEMMReshapeRHSMatrix.cpp | 330 +++++++++++++++++++++ .../fixtures/GEMMReshapeRHSMatrixFixture.h | 128 ++++++++ .../validation/reference/GEMMReshapeRHSMatrix.cpp | 111 +++++++ tests/validation/reference/GEMMReshapeRHSMatrix.h | 44 +++ 4 files changed, 613 insertions(+) create mode 100644 tests/validation/CL/GEMMReshapeRHSMatrix.cpp create mode 100644 tests/validation/fixtures/GEMMReshapeRHSMatrixFixture.h create mode 100644 tests/validation/reference/GEMMReshapeRHSMatrix.cpp create mode 100644 tests/validation/reference/GEMMReshapeRHSMatrix.h (limited to 'tests') diff --git a/tests/validation/CL/GEMMReshapeRHSMatrix.cpp b/tests/validation/CL/GEMMReshapeRHSMatrix.cpp new file mode 100644 index 0000000000..e886b7bd43 --- /dev/null +++ b/tests/validation/CL/GEMMReshapeRHSMatrix.cpp @@ -0,0 +1,330 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * 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 "arm_compute/core/CL/kernels/CLGEMMReshapeRHSMatrixKernel.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/core/utils/misc/ShapeCalculator.h" +#include "arm_compute/runtime/CL/CLTensor.h" +#include "arm_compute/runtime/CL/CLTensorAllocator.h" +#include "tests/CL/CLAccessor.h" +#include "tests/CL/Helper.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/GEMMReshapeRHSMatrixFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +// *INDENT-OFF* +// clang-format off +/** Data types */ +const auto data_types = framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F16, DataType::F32 }); + +/** Batch size values to test */ +const auto b_values = framework::dataset::make("batchsize", 1, 3); + +/** N0 values to test */ +const auto n0_values = framework::dataset::make("N0", { 2, 4, 8, 16 }); + +/** H0 values to test */ +const auto h0_values = framework::dataset::make("H0", 1, 4); + +/** Interleave values to test */ +const auto i_values = framework::dataset::make("interleave", { true, false }); + +} // namespace + +using namespace arm_compute::misc::shape_calculator; + +// Initialize the output tensor with zero and fill the border with zero +using CLGEMMReshapeRHSMatrix = CLSynthetizeFunctionInitOutputWithZeroAndWithZeroConstantBorder; + +template +using CLGEMMReshapeRHSMatrixFixture = GEMMReshapeRHSMatrixValidationFixture; + +TEST_SUITE(CL) +TEST_SUITE(GEMMReshapeRHSMatrix) + +// This configuration tests only transpose = true +DATA_TEST_CASE(Configuration0, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), + b_values), + data_types), + n0_values), + framework::dataset::make("K0", { 4, 8, 16 })), + h0_values), + i_values), +shape_in, b_value, data_type, n0_value, k0_value, h0_value, i_value) +{ + GEMMRHSMatrixInfo rhs_info; + rhs_info.n0 = n0_value; + rhs_info.k0 = k0_value; + rhs_info.h0 = h0_value; + rhs_info.interleave = i_value; + rhs_info.transpose = true; + + const TensorShape shape_src(shape_in[0], shape_in[1], b_value); + const TensorShape shape_dst = compute_rhs_reshaped_shape(TensorInfo(shape_src, 1, data_type), rhs_info); + + // Create tensors + CLTensor src = create_tensor(shape_src, data_type); + CLTensor dst = create_tensor(shape_dst, data_type); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create and configure function + CLGEMMReshapeRHSMatrixKernel reshape_rhs; + reshape_rhs.configure(&src, &dst, rhs_info); +} + +// This configuration tests only transpose = false +DATA_TEST_CASE(Configuration1, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), + b_values), + data_types), + n0_values), + framework::dataset::make("K0", { 1, 2, 4, 8, 16 })), + h0_values), + i_values), +shape_in, b_value, data_type, n0_value, k0_value, h0_value, i_value) +{ + GEMMRHSMatrixInfo rhs_info; + rhs_info.n0 = n0_value; + rhs_info.k0 = k0_value; + rhs_info.h0 = h0_value; + rhs_info.interleave = i_value; + rhs_info.transpose = false; + + const TensorShape shape_src(shape_in[0], shape_in[1], b_value); + const TensorShape shape_dst = compute_rhs_reshaped_shape(TensorInfo(shape_src, 1, data_type), rhs_info); + + // Create tensors + CLTensor src = create_tensor(shape_src, data_type); + CLTensor dst = create_tensor(shape_dst, data_type); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create and configure function + CLGEMMReshapeRHSMatrixKernel reshape_rhs; + reshape_rhs.configure(&src, &dst, rhs_info); +} + +TEST_SUITE(S32) +// RunSmall tests only for transpose = false +FIXTURE_DATA_TEST_CASE(RunSmall0, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S32)), + n0_values), + framework::dataset::make("K0", { 1, 2, 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", false))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunSmall tests only for transpose = true +FIXTURE_DATA_TEST_CASE(RunSmall1, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S32)), + n0_values), + framework::dataset::make("K0", { 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", true))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunLarge tests only for transpose = false +FIXTURE_DATA_TEST_CASE(RunLarge0, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S32)), + n0_values), + framework::dataset::make("K0", { 1, 2, 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", false))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunLarge tests only for transpose = true +FIXTURE_DATA_TEST_CASE(RunLarge1, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S32)), + n0_values), + framework::dataset::make("K0", { 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", true))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // S32 + +TEST_SUITE(S16) +// RunSmall tests only for transpose = false +FIXTURE_DATA_TEST_CASE(RunSmall0, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S16)), + n0_values), + framework::dataset::make("K0", { 1, 2, 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", false))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunSmall tests only for transpose = true +FIXTURE_DATA_TEST_CASE(RunSmall1, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S16)), + n0_values), + framework::dataset::make("K0", { 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", true))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunLarge tests only for transpose = false +FIXTURE_DATA_TEST_CASE(RunLarge0, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S16)), + n0_values), + framework::dataset::make("K0", { 1, 2, 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", false))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunLarge tests only for transpose = true +FIXTURE_DATA_TEST_CASE(RunLarge1, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S16)), + n0_values), + framework::dataset::make("K0", { 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", true))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // S16 + +TEST_SUITE(S8) +// RunSmall tests only for transpose = false +FIXTURE_DATA_TEST_CASE(RunSmall0, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S8)), + n0_values), + framework::dataset::make("K0", { 1, 2, 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", false))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunSmall tests only for transpose = true +FIXTURE_DATA_TEST_CASE(RunSmall1, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S8)), + n0_values), + framework::dataset::make("K0", { 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", true))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunLarge tests only for transpose = false +FIXTURE_DATA_TEST_CASE(RunLarge0, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S8)), + n0_values), + framework::dataset::make("K0", { 1, 2, 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", false))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +// RunLarge tests only for transpose = true +FIXTURE_DATA_TEST_CASE(RunLarge1, CLGEMMReshapeRHSMatrixFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), + b_values), + framework::dataset::make("DataType", DataType::S8)), + n0_values), + framework::dataset::make("K0", { 4, 8, 16 })), + h0_values), + i_values), + framework::dataset::make("transpose", true))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // S8 +TEST_SUITE_END() // GEMMReshapeRHSMatrix +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute \ No newline at end of file diff --git a/tests/validation/fixtures/GEMMReshapeRHSMatrixFixture.h b/tests/validation/fixtures/GEMMReshapeRHSMatrixFixture.h new file mode 100644 index 0000000000..e03c4f39b8 --- /dev/null +++ b/tests/validation/fixtures/GEMMReshapeRHSMatrixFixture.h @@ -0,0 +1,128 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * 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 ARM_COMPUTE_TEST_GEMMRESHAPERHSMATRIX_FIXTURE +#define ARM_COMPUTE_TEST_GEMMRESHAPERHSMATRIX_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/core/utils/misc/ShapeCalculator.h" +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/IAccessor.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/validation/Helpers.h" +#include "tests/validation/reference/GEMMReshapeRHSMatrix.h" +#include "tests/validation/reference/Utils.h" + +#include + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +using namespace arm_compute::misc::shape_calculator; + +template +class GEMMReshapeRHSMatrixValidationFixture : public framework::Fixture +{ +public: + template + void setup(TensorShape shape_in, unsigned int batch_size, DataType data_type, unsigned int n0, unsigned int k0, unsigned int h0, bool interleave, bool transpose) + { + GEMMRHSMatrixInfo rhs_info; + rhs_info.n0 = n0; + rhs_info.k0 = k0; + rhs_info.h0 = h0; + rhs_info.interleave = interleave; + rhs_info.transpose = transpose; + + // Set the tensor shape + const TensorShape shape_src(shape_in[0], + shape_in[1], + batch_size); + + _target = compute_target(shape_src, data_type, rhs_info); + _reference = compute_reference(shape_src, data_type, rhs_info); + } + +protected: + template + void fill(U &&tensor) + { + library->fill_tensor_uniform(tensor, 0); + } + + TensorType compute_target(TensorShape input_shape, DataType data_type, const GEMMRHSMatrixInfo &rhs_info) + { + // Create tensors + TensorType src = create_tensor(input_shape, data_type, 1); + TensorType dst; + + // The output tensor will be auto-initialized within the function + + // Create and configure function + FunctionType gemm_rhs_reshape; + gemm_rhs_reshape.configure(&src, &dst, rhs_info); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + src.allocator()->allocate(); + dst.allocator()->allocate(); + + ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(src)); + + // Compute GEMM RHS matrix reshape function + gemm_rhs_reshape.run(); + + return dst; + } + + SimpleTensor compute_reference(const TensorShape &input_shape, DataType data_type, const GEMMRHSMatrixInfo &rhs_info) + { + // Create reference + SimpleTensor src{ input_shape, data_type, 1 }; + + // Fill reference + fill(src); + + TensorShape output_shape = compute_rhs_reshaped_shape(TensorInfo(input_shape, 1, data_type), rhs_info); + + return reference::gemm_reshape_rhs_matrix(src, output_shape, rhs_info); + } + + TensorType _target{}; + SimpleTensor _reference{}; +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_GEMMRESHAPERHSMATRIX_FIXTURE */ \ No newline at end of file diff --git a/tests/validation/reference/GEMMReshapeRHSMatrix.cpp b/tests/validation/reference/GEMMReshapeRHSMatrix.cpp new file mode 100644 index 0000000000..0224c5c67c --- /dev/null +++ b/tests/validation/reference/GEMMReshapeRHSMatrix.cpp @@ -0,0 +1,111 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * 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 "GEMMReshapeRHSMatrix.h" + +#include "arm_compute/core/Types.h" + +#include "tests/validation/Helpers.h" + +#include +#include +#include + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace reference +{ +template +SimpleTensor gemm_reshape_rhs_matrix(const SimpleTensor &in, const TensorShape &output_shape, const GEMMRHSMatrixInfo &rhs_info) +{ + ARM_COMPUTE_ERROR_ON(in.shape().num_dimensions() > 3); + + SimpleTensor out{ output_shape, in.data_type() }; + + // Initialize the output tensor with zero + std::memset(&out[0], 0, out.num_elements() * sizeof(T)); + + const unsigned int N = in.shape()[0]; + const unsigned int K = in.shape()[1]; + const unsigned int B = in.shape()[2]; + + const unsigned int num_tiles_x = std::ceil(N / static_cast(rhs_info.n0)); + const unsigned int num_tiles_y = std::ceil(K / static_cast(rhs_info.k0)); + + const TensorShape tile_dims(rhs_info.n0, rhs_info.k0); + const TensorShape tile_dims_transposed(rhs_info.k0, rhs_info.n0); + + // Simple tensor for the input tile + SimpleTensor src_tile{ tile_dims, in.data_type() }; + + // Simple tensor for the input tile + SimpleTensor src_tile_transposed{ tile_dims_transposed, in.data_type() }; + + // Simple tensor to use when storing the values + SimpleTensor *tile_to_use = rhs_info.transpose ? &src_tile_transposed : &src_tile; + + const unsigned int offset_output_x = rhs_info.interleave ? tile_to_use->shape()[0] : tile_to_use->shape()[0] * tile_to_use->shape()[1]; + const unsigned int step_output_x = rhs_info.interleave ? tile_to_use->shape()[0] * rhs_info.h0 : tile_to_use->shape()[0]; + + for(unsigned int z = 0; z < B; ++z) + { + for(unsigned int y = 0; y < num_tiles_y; ++y) + { + for(unsigned int x = 0; x < num_tiles_x; ++x) + { + // Get the tile from the input tensor + get_tile(in, src_tile, Coordinates(x * rhs_info.n0, y * rhs_info.k0, z, 0)); + + if(rhs_info.transpose) + { + // Transpose matrix + transpose_matrix(src_tile, src_tile_transposed); + } + + // Store + const unsigned int offset_output = (y * rhs_info.k0 * rhs_info.n0 * rhs_info.h0) + ((x % rhs_info.h0) * offset_output_x) + ((x / rhs_info.h0) * out.shape()[0]) + (z * out.shape()[0] * out.shape()[1]); + + for(unsigned int i = 0; i < tile_to_use->shape()[1]; ++i) + { + const unsigned int offset_tile = i * tile_to_use->shape()[0]; + + // Copy per row + std::copy(&(*tile_to_use)[offset_tile], &(*tile_to_use)[offset_tile + tile_to_use->shape()[0]], &out[offset_output + i * step_output_x]); + } + } + } + } + + return out; +} +template SimpleTensor gemm_reshape_rhs_matrix(const SimpleTensor &in, const TensorShape &output_shape, const GEMMRHSMatrixInfo &rhs_info); +template SimpleTensor gemm_reshape_rhs_matrix(const SimpleTensor &in, const TensorShape &output_shape, const GEMMRHSMatrixInfo &rhs_info); +template SimpleTensor gemm_reshape_rhs_matrix(const SimpleTensor &in, const TensorShape &output_shape, const GEMMRHSMatrixInfo &rhs_info); +} // namespace reference +} // namespace validation +} // namespace test +} // namespace arm_compute \ No newline at end of file diff --git a/tests/validation/reference/GEMMReshapeRHSMatrix.h b/tests/validation/reference/GEMMReshapeRHSMatrix.h new file mode 100644 index 0000000000..8edcfd67fa --- /dev/null +++ b/tests/validation/reference/GEMMReshapeRHSMatrix.h @@ -0,0 +1,44 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * 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 __ARM_COMPUTE_TEST_GEMMRESHAPERHSMATRIX_H__ +#define __ARM_COMPUTE_TEST_GEMMRESHAPERHSMATRIX_H__ + +#include "tests/SimpleTensor.h" +#include "tests/validation/Helpers.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace reference +{ +template +SimpleTensor gemm_reshape_rhs_matrix(const SimpleTensor &in, const TensorShape &output_shape, const GEMMRHSMatrixInfo &rhs_info); +} // namespace reference +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* __ARM_COMPUTE_TEST_GEMMRESHAPERHS_MATRIX_H__ */ \ No newline at end of file -- cgit v1.2.1