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Diffstat (limited to 'tests/validation/fixtures/dynamic_fusion/operators/ReshapeFixture.h')
-rw-r--r-- | tests/validation/fixtures/dynamic_fusion/operators/ReshapeFixture.h | 137 |
1 files changed, 137 insertions, 0 deletions
diff --git a/tests/validation/fixtures/dynamic_fusion/operators/ReshapeFixture.h b/tests/validation/fixtures/dynamic_fusion/operators/ReshapeFixture.h new file mode 100644 index 0000000000..bde3360940 --- /dev/null +++ b/tests/validation/fixtures/dynamic_fusion/operators/ReshapeFixture.h @@ -0,0 +1,137 @@ +/* + * Copyright (c) 2023-2024 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 ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESHAPEFIXTURE_H +#define ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESHAPEFIXTURE_H + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/dynamic_fusion/runtime/gpu/cl/ClWorkloadRuntime.h" +#include "arm_compute/dynamic_fusion/sketch/attributes/ReshapeAttributes.h" +#include "arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadContext.h" +#include "arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.h" +#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuOutput.h" +#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuReshape.h" + +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/Globals.h" +#include "tests/validation/reference/ReshapeLayer.h" + +using namespace arm_compute::experimental::dynamic_fusion; + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class DynamicFusionGpuReshapeLayerValidationFixture : public framework::Fixture +{ +public: + void setup(TensorShape input_shape, TensorShape output_shape, DataType data_type) + { + _target = compute_target(input_shape, output_shape, data_type); + _reference = compute_reference(input_shape, output_shape, data_type); + } + +protected: + template <typename U> + void fill(U &&tensor, int i) + { + library->fill_tensor_uniform(tensor, i); + } + + TensorType compute_target(TensorShape &input_shape, TensorShape &output_shape, DataType data_type) + { + // Check if indeed the input shape can be reshape to the output one + ARM_COMPUTE_ASSERT(input_shape.total_size() == output_shape.total_size()); + + // Create a new workload sketch + auto cl_compile_ctx = CLKernelLibrary::get().get_compile_context(); + auto context = GpuWorkloadContext{&cl_compile_ctx}; + GpuWorkloadSketch sketch{&context}; + + // Create sketch tensors + ITensorInfo *src_info = context.create_tensor_info(TensorInfo(input_shape, 1, data_type)); + ITensorInfo *dst_info = context.create_tensor_info(TensorInfo(output_shape, 1, data_type)); + ReshapeAttributes attributes; + attributes.shape(output_shape); + + ITensorInfo *ans_info = FunctionType::create_op(sketch, src_info, attributes); + GpuOutput::create_op(sketch, ans_info, dst_info); + + // Configure runtime + ClWorkloadRuntime runtime; + runtime.configure(sketch); + + // (Important) Allocate auxiliary tensor memory if there are any + for (auto &data : runtime.get_auxiliary_tensors()) + { + CLTensor *tensor = std::get<0>(data); + TensorInfo info = std::get<1>(data); + AuxMemoryInfo aux_mem_req = std::get<2>(data); + tensor->allocator()->init(info, aux_mem_req.alignment); + tensor->allocator()->allocate(); // Use ACL allocated memory + } + + // Construct user tensors + TensorType t_src{}; + TensorType t_dst{}; + // Initialize user tensors + t_src.allocator()->init(*src_info); + t_dst.allocator()->init(*dst_info); + + // Allocate and fill user tensors + t_src.allocator()->allocate(); + t_dst.allocator()->allocate(); + + fill(AccessorType(t_src), 0); + + // Run runtime + runtime.run({&t_src, &t_dst}); + + return t_dst; + } + + SimpleTensor<T> + compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, DataType data_type) + { + // Create reference + SimpleTensor<T> src{input_shape, data_type}; + + // Fill reference + fill(src, 0); + + return reference::reshape_layer<T>(src, output_shape); + } + + TensorType _target{}; + SimpleTensor<T> _reference{}; +}; +/** [ReshapeLayer fixture] **/ +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif // ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESHAPEFIXTURE_H |