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 --- .../fixtures/GEMMReshapeRHSMatrixFixture.h | 128 +++++++++++++++++++++ 1 file changed, 128 insertions(+) create mode 100644 tests/validation/fixtures/GEMMReshapeRHSMatrixFixture.h (limited to 'tests/validation/fixtures') 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 -- cgit v1.2.1