/* * Copyright (c) 2022-2024 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. */ #include "arm_compute/core/Types.h" #include "arm_compute/dynamic_fusion/sketch/attributes/ClampAttributes.h" #include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuClamp.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "tests/CL/CLAccessor.h" #include "tests/datasets/ShapeDatasets.h" #include "tests/framework/Asserts.h" #include "tests/framework/datasets/Datasets.h" #include "tests/framework/Macros.h" #include "tests/validation/fixtures/dynamic_fusion/operators/ClampFixture.h" #include "tests/validation/Validation.h" namespace arm_compute { namespace test { namespace validation { namespace { constexpr float epsilon = 1e-6f; constexpr AbsoluteTolerance tolerance(epsilon); } // namespace TEST_SUITE(CL) TEST_SUITE(DYNAMIC_FUSION) TEST_SUITE(CLAMP) // *INDENT-OFF* // clang-format off DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Minimum value larger than maximum value }), framework::dataset::make("MinVal", { 0.2f, 1.5f, 9.0f, })), framework::dataset::make("MaxVal", { 0.5f, 2.0f, 1.0f, })), framework::dataset::make("Expected", { true, true, false })), input_info, min_val, max_val, expected) { // Create a new workload sketch CLCompileContext cl_compile_ctx = CLKernelLibrary::get().get_compile_context(); GpuWorkloadContext context{ &cl_compile_ctx }; GpuWorkloadSketch sketch{ &context }; // Fuse Clamp const ITensorInfo* src_info = context.create_tensor_info(input_info); ClampAttributes attributes {}; attributes.min_val(min_val) .max_val(max_val); const bool res = static_cast(GpuClamp::validate_op(sketch, src_info, attributes)); ARM_COMPUTE_EXPECT(res == expected, framework::LogLevel::ERRORS); } // clang-format on // *INDENT-ON* template using DynamicFusionClampOpFixture = DynamicFusionClampValidationFixture; TEST_SUITE(Float) TEST_SUITE(FP16) FIXTURE_DATA_TEST_CASE(RunSmallOneOp, DynamicFusionClampOpFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make( "ClampAttributes", {ClampAttributes().min_val(0.1f).max_val(0.6f)})), framework::dataset::make("Fuse", {false})), framework::dataset::make("DataType", DataType::F16))) { // Validate output validate(CLAccessor(_target), _reference, tolerance); } FIXTURE_DATA_TEST_CASE(RunSmall5dOneOp, DynamicFusionClampOpFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small5dShapes(), framework::dataset::make( "ClampAttributes", {ClampAttributes().min_val(0.1f).max_val(0.6f)})), framework::dataset::make("Fuse", {false})), framework::dataset::make("DataType", DataType::F16))) { // Validate output ARM_COMPUTE_TEST_INFO("Currently 5D+ tensors are unsupported for this operation."); framework::ARM_COMPUTE_PRINT_INFO(); } FIXTURE_DATA_TEST_CASE(RunSmallTwoOps, DynamicFusionClampOpFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make( "ClampAttributes", {ClampAttributes().min_val(0.2f).max_val(0.4f)})), framework::dataset::make("Fuse", {true})), framework::dataset::make("DataType", DataType::F16))) { // Validate output validate(CLAccessor(_target), _reference, tolerance); } TEST_SUITE_END() // FP16 TEST_SUITE(FP32) FIXTURE_DATA_TEST_CASE(RunSmallOneOp, DynamicFusionClampOpFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make( "ClampAttributes", {ClampAttributes().min_val(0.3f).max_val(0.7f)})), framework::dataset::make("Fuse", {false})), framework::dataset::make("DataType", DataType::F32))) { // Validate output validate(CLAccessor(_target), _reference, tolerance); } FIXTURE_DATA_TEST_CASE(RunSmall5dOneOp, DynamicFusionClampOpFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::Small5dShapes(), framework::dataset::make( "ClampAttributes", {ClampAttributes().min_val(0.3f).max_val(0.7f)})), framework::dataset::make("Fuse", {false})), framework::dataset::make("DataType", DataType::F32))) { // Validate output ARM_COMPUTE_TEST_INFO("Currently 5D+ tensors are unsupported for this operation."); framework::ARM_COMPUTE_PRINT_INFO(); } FIXTURE_DATA_TEST_CASE(RunSmallTwoOps, DynamicFusionClampOpFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make( "ClampAttributes", {ClampAttributes().min_val(0.1f).max_val(0.9f)})), framework::dataset::make("Fuse", {true})), framework::dataset::make("DataType", DataType::F32))) { // Validate output validate(CLAccessor(_target), _reference, tolerance); } TEST_SUITE_END() // FP32 TEST_SUITE_END() // Float TEST_SUITE_END() // CLAMP TEST_SUITE_END() // DYNAMIC_FUSION TEST_SUITE_END() // CL } // namespace validation } // namespace test } // namespace arm_compute