diff options
Diffstat (limited to 'tests/validation/fixtures/dynamic_fusion/operators/ResizeFixture.h')
-rw-r--r-- | tests/validation/fixtures/dynamic_fusion/operators/ResizeFixture.h | 132 |
1 files changed, 72 insertions, 60 deletions
diff --git a/tests/validation/fixtures/dynamic_fusion/operators/ResizeFixture.h b/tests/validation/fixtures/dynamic_fusion/operators/ResizeFixture.h index c44f0371d0..711767b66f 100644 --- a/tests/validation/fixtures/dynamic_fusion/operators/ResizeFixture.h +++ b/tests/validation/fixtures/dynamic_fusion/operators/ResizeFixture.h @@ -1,5 +1,5 @@ /* -* Copyright (c) 2022-2023 Arm Limited. +* Copyright (c) 2022-2024 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -21,8 +21,8 @@ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ -#ifndef TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESIZEFIXTURE -#define TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESIZEFIXTURE +#ifndef ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESIZEFIXTURE_H +#define ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESIZEFIXTURE_H #include "arm_compute/core/CL/CLKernelLibrary.h" #include "arm_compute/core/TensorInfo.h" @@ -33,12 +33,12 @@ #include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuOutput.h" #include "tests/CL/CLAccessor.h" -#include "tests/SimpleTensor.h" #include "tests/framework/Fixture.h" #include "tests/framework/Macros.h" -#include "tests/validation/Validation.h" +#include "tests/SimpleTensor.h" #include "tests/validation/reference/Permute.h" #include "tests/validation/reference/Scale.h" +#include "tests/validation/Validation.h" using namespace arm_compute::experimental::dynamic_fusion; @@ -52,9 +52,14 @@ template <typename TensorType, typename AccessorType, typename FunctionType, typ class DynamicFusionResizeGenericValidationFixture : public framework::Fixture { public: - void setup(TensorShape shape, DataType data_type, QuantizationInfo quantization_info, DataLayout data_layout, - InterpolationPolicy interpolation_policy, SamplingPolicy sampling_policy, - bool align_corners, QuantizationInfo output_quantization_info) + void setup(TensorShape shape, + DataType data_type, + QuantizationInfo quantization_info, + DataLayout data_layout, + InterpolationPolicy interpolation_policy, + SamplingPolicy sampling_policy, + bool align_corners, + QuantizationInfo output_quantization_info) { _shape = shape; _interpolation_policy = interpolation_policy; @@ -79,13 +84,13 @@ public: protected: void generate_scale(const TensorShape &shape) { - static constexpr float _min_scale{ 0.25f }; - static constexpr float _max_scale{ 3.f }; + static constexpr float _min_scale{0.25f}; + static constexpr float _max_scale{3.f}; - constexpr float max_width{ 8192.0f }; - constexpr float max_height{ 6384.0f }; - constexpr float min_width{ 1.f }; - constexpr float min_height{ 1.f }; + constexpr float max_width{8192.0f}; + constexpr float max_height{6384.0f}; + constexpr float min_width{1.f}; + constexpr float min_height{1.f}; std::mt19937 generator(library->seed()); std::uniform_real_distribution<float> distribution_float(_min_scale, _max_scale); @@ -93,7 +98,8 @@ protected: auto generate = [&](size_t input_size, float min_output, float max_output) -> int { const float generated_scale = distribution_float(generator); - const int output_size = static_cast<int>(utility::clamp(static_cast<float>(input_size) * generated_scale, min_output, max_output)); + const int output_size = static_cast<int>( + utility::clamp(static_cast<float>(input_size) * generated_scale, min_output, max_output)); return output_size; }; @@ -108,17 +114,17 @@ protected: template <typename U> void fill(U &&tensor) { - if(tensor.data_type() == DataType::F32) + if (tensor.data_type() == DataType::F32) { std::uniform_real_distribution<float> distribution(-5.0f, 5.0f); library->fill(tensor, distribution, 0); } - else if(tensor.data_type() == DataType::F16) + else if (tensor.data_type() == DataType::F16) { - arm_compute::utils::uniform_real_distribution_16bit<half> distribution{ -5.0f, 5.0f }; + arm_compute::utils::uniform_real_distribution_16bit<half> distribution{-5.0f, 5.0f}; library->fill(tensor, distribution, 0); } - else if(is_data_type_quantized(tensor.data_type())) + else if (is_data_type_quantized(tensor.data_type())) { std::uniform_int_distribution<> distribution(0, 100); library->fill(tensor, distribution, 0); @@ -136,26 +142,30 @@ protected: // Create a new workload sketch CLCompileContext cl_compile_ctx = CLKernelLibrary::get().get_compile_context(); - GpuWorkloadContext context = GpuWorkloadContext{ &cl_compile_ctx }; - GpuWorkloadSketch sketch{ &context }; + GpuWorkloadContext context = GpuWorkloadContext{&cl_compile_ctx}; + GpuWorkloadSketch sketch{&context}; // Create sketch tensors - TensorInfo src_info = context.create_tensor_info(TensorInfo(shape, 1, _data_type, _data_layout)); - src_info.set_quantization_info(_input_quantization_info); - TensorInfo dst_info = context.create_tensor_info(); + ITensorInfo *src_info = context.create_tensor_info(TensorInfo(shape, 1, _data_type, _data_layout)); + src_info->set_quantization_info(_input_quantization_info); + ITensorInfo *dst_info = context.create_tensor_info(); ResizeAttributes attributes; - attributes.align_corners(_align_corners).sampling_policy(_sampling_policy).interpolation_policy(_interpolation_policy).output_width(_output_width).output_height(_output_height); + attributes.align_corners(_align_corners) + .sampling_policy(_sampling_policy) + .interpolation_policy(_interpolation_policy) + .output_width(_output_width) + .output_height(_output_height); - ITensorInfo *scale_result_info = FunctionType::create_op(sketch, &src_info, attributes); - GpuOutput::create_op(sketch, scale_result_info, &dst_info); + ITensorInfo *scale_result_info = FunctionType::create_op(sketch, src_info, attributes); + GpuOutput::create_op(sketch, scale_result_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()) + for (auto &data : runtime.get_auxiliary_tensors()) { CLTensor *tensor = std::get<0>(data); TensorInfo info = std::get<1>(data); @@ -169,8 +179,8 @@ protected: TensorType t_dst{}; // Initialize user tensors - t_src.allocator()->init(src_info); - t_dst.allocator()->init(dst_info); + t_src.allocator()->init(*src_info); + t_dst.allocator()->init(*dst_info); // Allocate and fill user tensors t_src.allocator()->allocate(); @@ -179,7 +189,7 @@ protected: fill(AccessorType(t_src)); // Run runtime - runtime.run({ &t_src, &t_dst }); + runtime.run({&t_src, &t_dst}); return t_dst; } @@ -187,7 +197,7 @@ protected: SimpleTensor<T> compute_reference(const TensorShape &shape) { // Create reference - SimpleTensor<T> src{ shape, _data_type, 1, _input_quantization_info }; + SimpleTensor<T> src{shape, _data_type, 1, _input_quantization_info}; // Reference code is NCHW, so the input shapes are NCHW const int idx_width = get_data_layout_dimension_index(DataLayout::NCHW, DataLayoutDimension::WIDTH); @@ -199,9 +209,9 @@ protected: // Fill reference fill(src); - return reference::scale<T>(src, scale_x, scale_y, _interpolation_policy, - BorderMode::REPLICATE, static_cast<T>(0), _sampling_policy, /* ceil_policy_scale */ false, - _align_corners, _output_quantization_info); + return reference::scale<T>(src, scale_x, scale_y, _interpolation_policy, BorderMode::REPLICATE, + static_cast<T>(0), _sampling_policy, /* ceil_policy_scale */ false, _align_corners, + _output_quantization_info); } TensorType _target{}; @@ -213,43 +223,45 @@ protected: DataLayout _data_layout{}; QuantizationInfo _input_quantization_info{}; QuantizationInfo _output_quantization_info{}; - bool _align_corners{ false }; - int _output_width{ 0 }; - int _output_height{ 0 }; + bool _align_corners{false}; + int _output_width{0}; + int _output_height{0}; }; template <typename TensorType, typename AccessorType, typename FunctionType, typename T> -class DynamicFusionResizeValidationFixture : public DynamicFusionResizeGenericValidationFixture<TensorType, AccessorType, FunctionType, T> +class DynamicFusionResizeValidationFixture + : public DynamicFusionResizeGenericValidationFixture<TensorType, AccessorType, FunctionType, T> { public: - void setup(TensorShape shape, DataType data_type, DataLayout data_layout, InterpolationPolicy policy, SamplingPolicy sampling_policy, bool align_corners) + void setup(TensorShape shape, + DataType data_type, + DataLayout data_layout, + InterpolationPolicy policy, + SamplingPolicy sampling_policy, + bool align_corners) { - DynamicFusionResizeGenericValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, - data_type, - QuantizationInfo(), - data_layout, - policy, - sampling_policy, - align_corners, - QuantizationInfo()); + DynamicFusionResizeGenericValidationFixture<TensorType, AccessorType, FunctionType, T>::setup( + shape, data_type, QuantizationInfo(), data_layout, policy, sampling_policy, align_corners, + QuantizationInfo()); } }; template <typename TensorType, typename AccessorType, typename FunctionType, typename T, bool mixed_layout = false> -class DynamicFusionResizeQuantizedValidationFixture : public DynamicFusionResizeGenericValidationFixture<TensorType, AccessorType, FunctionType, T> +class DynamicFusionResizeQuantizedValidationFixture + : public DynamicFusionResizeGenericValidationFixture<TensorType, AccessorType, FunctionType, T> { public: - void setup(TensorShape shape, DataType data_type, QuantizationInfo quantization_info, DataLayout data_layout, InterpolationPolicy policy, SamplingPolicy sampling_policy, - bool align_corners) + void setup(TensorShape shape, + DataType data_type, + QuantizationInfo quantization_info, + DataLayout data_layout, + InterpolationPolicy policy, + SamplingPolicy sampling_policy, + bool align_corners) { - DynamicFusionResizeGenericValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, - data_type, - quantization_info, - data_layout, - policy, - sampling_policy, - align_corners, - quantization_info); + DynamicFusionResizeGenericValidationFixture<TensorType, AccessorType, FunctionType, T>::setup( + shape, data_type, quantization_info, data_layout, policy, sampling_policy, align_corners, + quantization_info); } }; @@ -257,4 +269,4 @@ public: } // namespace test } // namespace arm_compute -#endif /* TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESIZEFIXTURE */ +#endif // ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESIZEFIXTURE_H |