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author | Viet-Hoa Do <viet-hoa.do@arm.com> | 2023-03-02 17:43:45 +0000 |
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committer | Viet-Hoa Do <viet-hoa.do@arm.com> | 2023-03-07 17:37:34 +0000 |
commit | 98aca0fda7f7c7c16bd2d1cf5386246ad796d9de (patch) | |
tree | 27878e58f847819f1fa667ac129f6c6ac2d12d64 /arm_compute/dynamic_fusion/sketch/gpu/operators | |
parent | 36dc77dc433d3c2c341f56f212ceb1d0047e9969 (diff) | |
download | ComputeLibrary-98aca0fda7f7c7c16bd2d1cf5386246ad796d9de.tar.gz |
Add sigmoid and tanh for dynamic fusion
* Add sigmoid and tanh activation functions for dynamic fusion.
* Add corresponding tests, but both activation functions share
the same fixture implementation.
Resolves: COMPMID-5939
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I0aae0eaa18b746ce89680d2773c66e09b0f854ce
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9257
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/dynamic_fusion/sketch/gpu/operators')
-rw-r--r-- | arm_compute/dynamic_fusion/sketch/gpu/operators/GpuSigmoid.h | 89 | ||||
-rw-r--r-- | arm_compute/dynamic_fusion/sketch/gpu/operators/GpuTanh.h | 89 |
2 files changed, 178 insertions, 0 deletions
diff --git a/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuSigmoid.h b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuSigmoid.h new file mode 100644 index 0000000000..616a61e614 --- /dev/null +++ b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuSigmoid.h @@ -0,0 +1,89 @@ +/* + * 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. + */ + +#ifndef ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUSIGMOID +#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUSIGMOID + +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +class GpuWorkloadContext; +class GpuWorkloadSketch; + +/** Operator interface. */ +class GpuSigmoid final +{ +public: + /** Create an operator and fuse it into the workload sketch. + * @note If @ref validate_op() fails, the creation also fails and may throw an error. + * @note If @ref validate_op() fails, @p sketch remains unchanged and valid. + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * Valid data layouts: + * - All + * + * @param[in, out] sketch Workload sketch into which the operator will be fused + * @param[in] src Source tensor info. Data types supported: F16/F32. + * + * @return Pointer for the destination tensor info + */ + static ITensorInfo *create_op(GpuWorkloadSketch &sketch, + ITensorInfo *src); + + /** Check if the operator configuration is supported, irrespective of fusion + * + * @param[in] context Workload context within which the operator is running + * @param[in] src Source tensor info. Data types supported: F16/F32. + * + * @return Status + */ + static Status is_supported_op(const GpuWorkloadContext &context, + const ITensorInfo *src); + + /** Validate the operator and check if it can be fused into the workload sketch. + * + * Parameters are similar to @ref GpuSigmoid::create_op() + * + * @return Status + */ + static Status validate_op(const GpuWorkloadSketch &sketch, + const ITensorInfo *src); +}; + +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute + +#endif //ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUSIGMOID diff --git a/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuTanh.h b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuTanh.h new file mode 100644 index 0000000000..08b5032e93 --- /dev/null +++ b/arm_compute/dynamic_fusion/sketch/gpu/operators/GpuTanh.h @@ -0,0 +1,89 @@ +/* + * 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. + */ + +#ifndef ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUTANH +#define ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUTANH + +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace experimental +{ +namespace dynamic_fusion +{ +/** Forward declaration */ +class GpuWorkloadContext; +class GpuWorkloadSketch; + +/** Operator interface. */ +class GpuTanh final +{ +public: + /** Create an operator and fuse it into the workload sketch. + * @note If @ref validate_op() fails, the creation also fails and may throw an error. + * @note If @ref validate_op() fails, @p sketch remains unchanged and valid. + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * Valid data layouts: + * - All + * + * @param[in, out] sketch Workload sketch into which the operator will be fused + * @param[in] src Source tensor info. Data types supported: F16/F32. + * + * @return Pointer for the destination tensor info + */ + static ITensorInfo *create_op(GpuWorkloadSketch &sketch, + ITensorInfo *src); + + /** Check if the operator configuration is supported, irrespective of fusion + * + * @param[in] context Workload context within which the operator is running + * @param[in] src Source tensor info. Data types supported: F16/F32. + * + * @return Status + */ + static Status is_supported_op(const GpuWorkloadContext &context, + const ITensorInfo *src); + + /** Validate the operator and check if it can be fused into the workload sketch. + * + * Parameters are similar to @ref GpuTanh::create_op() + * + * @return Status + */ + static Status validate_op(const GpuWorkloadSketch &sketch, + const ITensorInfo *src); +}; + +} // namespace dynamic_fusion +} // namespace experimental +} // namespace arm_compute + +#endif //ARM_COMPUTE_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_GPUTANH |