| /* |
| * Copyright (c) 2023 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/gpu/operators/GpuTanh.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/Macros.h" |
| #include "tests/framework/datasets/Datasets.h" |
| #include "tests/validation/Validation.h" |
| #include "tests/validation/fixtures/dynamic_fusion/operators/ActivationFixture.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| namespace |
| { |
| constexpr AbsoluteTolerance<float> tolerance_f32(0.00001f); |
| constexpr AbsoluteTolerance<float> tolerance_f16(0.001f); |
| } // namespace |
| |
| TEST_SUITE(CL) |
| TEST_SUITE(DYNAMIC_FUSION) |
| TEST_SUITE(TANH) |
| // *INDENT-OFF* |
| // clang-format off |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, 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::QASYMM8), // Unsupported data type |
| }), |
| framework::dataset::make("Expected", { true, true, false })), |
| input_info, expected) |
| { |
| // Create a new workload sketch |
| CLCompileContext cl_compile_ctx = CLKernelLibrary::get().get_compile_context(); |
| GpuWorkloadContext context{ &cl_compile_ctx }; |
| GpuWorkloadSketch sketch{ &context }; |
| |
| // Fuse tanh |
| const TensorInfo src_info = context.create_tensor_info(input_info); |
| |
| const bool res = static_cast<bool>(GpuTanh::validate_op(sketch, &src_info)); |
| ARM_COMPUTE_EXPECT(res == expected, framework::LogLevel::ERRORS); |
| } |
| // clang-format on |
| // *INDENT-ON* |
| |
| template <typename T> |
| using DynamicFusionTanhOpFixture = DynamicFusionTanhValidationFixture<CLTensor, CLAccessor, GpuTanh, T>; |
| |
| TEST_SUITE(Float) |
| TEST_SUITE(FP16) |
| FIXTURE_DATA_TEST_CASE(RunSmallOneOp, |
| DynamicFusionTanhOpFixture<half>, |
| framework::DatasetMode::ALL, |
| combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("Fuse", { false })), |
| framework::dataset::make("DataType", DataType::F16))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, tolerance_f16); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunSmall5dOneOp, |
| DynamicFusionTanhOpFixture<half>, |
| framework::DatasetMode::ALL, |
| combine(combine(datasets::Small5dShapes(), |
| 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, |
| DynamicFusionTanhOpFixture<half>, |
| framework::DatasetMode::ALL, |
| combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("Fuse", { true })), |
| framework::dataset::make("DataType", DataType::F16))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, tolerance_f16); |
| } |
| |
| TEST_SUITE_END() // FP16 |
| |
| TEST_SUITE(FP32) |
| FIXTURE_DATA_TEST_CASE(RunSmallOneOp, |
| DynamicFusionTanhOpFixture<float>, |
| framework::DatasetMode::ALL, |
| combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("Fuse", { false })), |
| framework::dataset::make("DataType", DataType::F32))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, tolerance_f32); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunSmall5dOneOp, |
| DynamicFusionTanhOpFixture<float>, |
| framework::DatasetMode::ALL, |
| combine(combine(datasets::Small5dShapes(), |
| 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, |
| DynamicFusionTanhOpFixture<float>, |
| framework::DatasetMode::ALL, |
| combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("Fuse", { true })), |
| framework::dataset::make("DataType", DataType::F32))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference, tolerance_f32); |
| } |
| |
| TEST_SUITE_END() // FP32 |
| TEST_SUITE_END() // Float |
| |
| TEST_SUITE_END() // TANH |
| TEST_SUITE_END() // DYNAMIC_FUSION |
| TEST_SUITE_END() // CL |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |