| /* |
| * 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/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.h" |
| #include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuSub.h" |
| |
| #include "tests/CL/CLAccessor.h" |
| #include "tests/datasets/DynamicFusionDataset.h" |
| #include "tests/datasets/ShapeDatasets.h" |
| #include "tests/framework/datasets/Datasets.h" |
| #include "tests/framework/Fixture.h" |
| #include "tests/framework/Macros.h" |
| #include "tests/validation/fixtures/dynamic_fusion/gpu/cl/ElementwiseBinaryFixture.h" |
| #include "tests/validation/Validation.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| /* Synced with tests/validation/CL/ArithmeticSubtraction.cpp from the standard interface. |
| * |
| * Difference | Why the difference |
| * No quantized tests | Not supported yet |
| * No in place tests | Not supported yet |
| * No activation tests | Not needed in dynamic fusion interface |
| * |
| */ |
| TEST_SUITE(CL) |
| TEST_SUITE(DYNAMIC_FUSION) |
| TEST_SUITE(SUB) |
| |
| // *INDENT-OFF* |
| // clang-format off |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip( |
| framework::dataset::make("LhsInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U32), // Unsupported data type U32 |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), // Unsupported data type QASYMM8 |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), // Unsupported data type QASYMM8 |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Invalid data type combination |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), // Invalid data type combination |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), // Invalid data type combination |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
| TensorInfo(TensorShape(32U, 1U, 1U), 1, DataType::F32), // Broadcasting allowed for lhs |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(15U, 23U, 3U), 1, DataType::F32), // Broadcast Y dimension is not allowed |
| TensorInfo(TensorShape( 3U, 8U, 9U), 1, DataType::S16), // Invalid data type combination |
| TensorInfo(TensorShape(32U, 13U, 2U, 2), 1, DataType::F32), // Batching is allowed |
| }), |
| framework::dataset::make("RhsInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F16), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
| TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 1U, 1U), 1, DataType::F32), // Broadcasting allowed for rhs |
| TensorInfo(TensorShape(15U, 1U, 3U), 1, DataType::F32), |
| TensorInfo(TensorShape( 3U, 8U, 1U), 1, DataType::S16), |
| TensorInfo(TensorShape(32U, 13U, 2U, 2), 1, DataType::F32), |
| })), |
| framework::dataset::make("Expected", { true, false, false, false, false, false, false, false, true, true, false, false, true })), |
| input1_info, input2_info, expected) |
| { |
| // Create a new workload sketch |
| auto cl_compile_ctx = CLKernelLibrary::get().get_compile_context(); |
| auto context = GpuWorkloadContext{ &cl_compile_ctx }; |
| GpuWorkloadSketch sketch{ &context }; |
| |
| // Validate Elementwise Sub |
| auto lhs_info = context.create_tensor_info(input1_info); |
| auto rhs_info = context.create_tensor_info(input2_info); |
| |
| bool res = bool(GpuSub::validate_op(sketch, lhs_info, rhs_info)); |
| ARM_COMPUTE_EXPECT(res == expected, framework::LogLevel::ERRORS); |
| } |
| // clang-format on |
| // *INDENT-ON* |
| |
| template <typename T> |
| using DynamicFusionCLSubFixture = |
| DynamicFusionGpuElementwiseBinaryOneOpValidationFixture<CLTensor, CLAccessor, GpuSub, T>; |
| |
| template <typename T> |
| using DynamicFusionCLSubBroadcastFixture = |
| DynamicFusionGpuElementwiseBinaryBroadcastOneOpValidationFixture<CLTensor, CLAccessor, GpuSub, T>; |
| |
| template <typename T> |
| using DynamicFusionCLSubTwoOpsFixture = |
| DynamicFusionGpuElementwiseBinaryTwoOpsValidationFixture<CLTensor, CLAccessor, GpuSub, T>; |
| |
| TEST_SUITE(FP32) |
| FIXTURE_DATA_TEST_CASE(RunSmallOneOp, |
| DynamicFusionCLSubFixture<float>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::SmallShapes()), |
| framework::dataset::make("DataType", {DataType::F32})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLargeOneOp, |
| DynamicFusionCLSubFixture<float>, |
| framework::DatasetMode::NIGHTLY, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::LargeShapes()), |
| framework::dataset::make("DataType", {DataType::F32})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunSmallBroadcastOneOp, |
| DynamicFusionCLSubBroadcastFixture<float>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::TemporaryLimitedSmallShapesBroadcast()), |
| framework::dataset::make("DataType", {DataType::F32})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunLargeBroadcastOneOp, |
| DynamicFusionCLSubBroadcastFixture<float>, |
| framework::DatasetMode::NIGHTLY, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::TemporaryLimitedLargeShapesBroadcast()), |
| framework::dataset::make("DataType", {DataType::F32})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE( |
| RunSmallTwoOps, |
| DynamicFusionCLSubTwoOpsFixture<float>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::DynamicFusionElementwiseBinaryTwoOpsSmallShapes()), |
| framework::dataset::make("DataType", {DataType::F32})), |
| framework::dataset::make("InPlace", {false})), |
| framework::dataset::make("FuseTwoOps", {true}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // FP32 |
| |
| TEST_SUITE(FP16) |
| FIXTURE_DATA_TEST_CASE(RunSmallOneOp, |
| DynamicFusionCLSubFixture<half>, |
| framework::DatasetMode::ALL, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::SmallShapes()), |
| framework::dataset::make("DataType", {DataType::F16})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunSmallBroadcastOneOp, |
| DynamicFusionCLSubBroadcastFixture<half>, |
| framework::DatasetMode::ALL, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::TemporaryLimitedSmallShapesBroadcast()), |
| framework::dataset::make("DataType", {DataType::F16})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| |
| TEST_SUITE_END() // FP16 |
| |
| TEST_SUITE(S32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| DynamicFusionCLSubFixture<int32_t>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::SmallShapes()), |
| framework::dataset::make("DataType", {DataType::S32})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // S32 |
| |
| TEST_SUITE(S16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| DynamicFusionCLSubFixture<int16_t>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::SmallShapes()), |
| framework::dataset::make("DataType", {DataType::S16})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, |
| DynamicFusionCLSubFixture<int16_t>, |
| framework::DatasetMode::NIGHTLY, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::LargeShapes()), |
| framework::dataset::make("DataType", {DataType::S16})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // S16 |
| |
| TEST_SUITE(U8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| DynamicFusionCLSubFixture<uint8_t>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(combine(combine(framework::dataset::make("ElementwiseOp", {ArithmeticOperation::SUB}), |
| datasets::SmallShapes()), |
| framework::dataset::make("DataType", {DataType::U8})), |
| framework::dataset::make("InPlace", {false}))) |
| { |
| // Validate output |
| validate(CLAccessor(_target), _reference); |
| } |
| TEST_SUITE_END() // U8 |
| |
| TEST_SUITE_END() // SUB |
| TEST_SUITE_END() // DYNAMIC_FUSION |
| TEST_SUITE_END() // CL |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |