From 98aca0fda7f7c7c16bd2d1cf5386246ad796d9de Mon Sep 17 00:00:00 2001 From: Viet-Hoa Do Date: Thu, 2 Mar 2023 17:43:45 +0000 Subject: 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 Change-Id: I0aae0eaa18b746ce89680d2773c66e09b0f854ce Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9257 Reviewed-by: Jakub Sujak Reviewed-by: Gunes Bayir Tested-by: Arm Jenkins Comments-Addressed: Arm Jenkins Benchmark: Arm Jenkins --- .../sketch/gpu/operators/GpuSigmoid.h | 89 ++++++++++++++++++++++ .../dynamic_fusion/sketch/gpu/operators/GpuTanh.h | 89 ++++++++++++++++++++++ 2 files changed, 178 insertions(+) create mode 100644 arm_compute/dynamic_fusion/sketch/gpu/operators/GpuSigmoid.h create mode 100644 arm_compute/dynamic_fusion/sketch/gpu/operators/GpuTanh.h (limited to 'arm_compute') 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 -- cgit v1.2.1