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Diffstat (limited to 'tests/validation/dynamic_fusion/gpu/cl/Tanh.cpp')
| -rw-r--r-- | tests/validation/dynamic_fusion/gpu/cl/Tanh.cpp | 154 |
1 files changed, 154 insertions, 0 deletions
diff --git a/tests/validation/dynamic_fusion/gpu/cl/Tanh.cpp b/tests/validation/dynamic_fusion/gpu/cl/Tanh.cpp new file mode 100644 index 0000000000..2560f3aab1 --- /dev/null +++ b/tests/validation/dynamic_fusion/gpu/cl/Tanh.cpp @@ -0,0 +1,154 @@ +/* + * 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. + */ + +#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/datasets/Datasets.h" +#include "tests/framework/Macros.h" +#include "tests/validation/fixtures/dynamic_fusion/operators/ActivationFixture.h" +#include "tests/validation/Validation.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 ITensorInfo* 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 |