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author | Michele Di Giorgio <michele.digiorgio@arm.com> | 2021-01-25 15:44:02 +0000 |
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committer | Michele Di Giorgio <michele.digiorgio@arm.com> | 2021-01-27 10:48:43 +0000 |
commit | 237be03ada644232b19005f44742b97efa5dbfc6 (patch) | |
tree | 82448d70213cd66deffe332727500c0c977090fb /src/runtime/gpu/cl/operators/ClElementwiseOperations.h | |
parent | 26cf7985b8afb940be6678823e3f4f99c8d8558c (diff) | |
download | ComputeLibrary-237be03ada644232b19005f44742b97efa5dbfc6.tar.gz |
Make Gpu Elementwise Operations kernels and functions state-less
Partially resolves COMPMID-4004
Change-Id: Ie99b6c676af5be4c2a67affc06fec378f3dff8ec
Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4918
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/gpu/cl/operators/ClElementwiseOperations.h')
-rw-r--r-- | src/runtime/gpu/cl/operators/ClElementwiseOperations.h | 190 |
1 files changed, 190 insertions, 0 deletions
diff --git a/src/runtime/gpu/cl/operators/ClElementwiseOperations.h b/src/runtime/gpu/cl/operators/ClElementwiseOperations.h new file mode 100644 index 0000000000..b9ab1405c8 --- /dev/null +++ b/src/runtime/gpu/cl/operators/ClElementwiseOperations.h @@ -0,0 +1,190 @@ +/* + * Copyright (c) 2021 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_CL_ELEMENTWISE_OPERATIONS_H +#define ARM_COMPUTE_CL_ELEMENTWISE_OPERATIONS_H + +#include "src/core/gpu/cl/ClCompileContext.h" +#include "src/runtime/gpu/cl/IClOperator.h" + +namespace arm_compute +{ +namespace opencl +{ +/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for division + * + * @note The tensor data type for the inputs must be F16/F32. + * @note The function performs an arithmetic division between two tensors. + */ +class ClElementwiseDivision : public IClOperator +{ +public: + /** Default Constructor */ + ClElementwiseDivision() = default; + /** Configure function for a given list of arguments. + * + * @param[in] compile_context The compile context to be used. + * @param[in] src1 First source tensor info. Data types supported: F16/F32. + * @param[in] src2 Second source tensor info. same as @p src1. + * @param[out] dst Destination tensor info. Data types supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + */ + void configure(const ClCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + /** Static function to check if given info will lead to a valid configuration of @ref ClElementwiseDivision + * + * @param[in] src1 First source tensor info. Data types supported: F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: same as @p src1. + * @param[in] dst Destination tensor info. Data types supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + * + * @return a status + */ + static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); +}; + +/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for max + * + * @note The tensor data type for the inputs must be U8/QASYMM8/S16/QSYMM16/S32/U32/F16/F32. + * @note The function performs a max operation between two tensors. + */ +class ClElementwiseMax : public IClOperator +{ +public: + /** Default Constructor */ + ClElementwiseMax() = default; + /** Configure function for a given list of arguments. + * + * @param[in] compile_context The compile context to be used. + * @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/S32/U32/F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: same as @p src1. + * @param[out] dst Destination tensor info. Data types supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + */ + void configure(const ClCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + /** Static function to check if given info will lead to a valid configuration of @ref opencl::kernels::ClArithmeticKernel for max + * + * @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/S32/U32/F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: same as @p src1. + * @param[in] dst Destination tensor info. Data types supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + * + * @return a status + */ + static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); +}; + +/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for min + * + * @note The tensor data type for the inputs must be U8/QASYMM8/S16/QSYMM16/S32/U32/F16/F32. + * @note The function performs a max operation between two tensors. + */ +class ClElementwiseMin : public IClOperator +{ +public: + /** Default Constructor */ + ClElementwiseMin() = default; + /** Configure function for a given list of arguments. + * + * @param[in] compile_context The compile context to be used. + * @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/S32/U32/F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: same as @p src1. + * @param[out] dst Destination tensor info. Data types supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + */ + void configure(const ClCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + /** Static function to check if given info will lead to a valid configuration of @ref opencl::kernels::ClArithmeticKernel for min + * + * @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/S32/U32/F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: same as @p src1. + * @param[in] dst Destination tensor info. Data types supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + * + * @return a status + */ + static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); +}; + +/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for squared difference + * + * @note The tensor data type for the inputs must be QASYMM8/U8/S16/QSYMM16/F16/F32. + * @note The function performs a squared different operation between two tensors (i.e., out[i] = (in1[i] - in2[i])^2 + */ +class ClElementwiseSquaredDiff : public IClOperator +{ +public: + /** Default Constructor */ + ClElementwiseSquaredDiff() = default; + /** Configure function for a given list of arguments. + * + * @param[in] compile_context The compile context to be used. + * @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: same as @p src1. + * @param[out] dst Destination tensor info. Data types supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + */ + void configure(const ClCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + /** Static function to check if given info will lead to a valid configuration of @ref opencl::kernels::ClArithmeticKernel for squared difference + * + * @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: same as @p src1. + * @param[in] dst Destination tensor info. Data types supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + * + * @return a status + */ + static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); +}; + +/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for power + * + * @note The tensor data type for the inputs must be F16/F32. + * @note The function performs an elementwise power of in1 to in2 (i.e., out[i] = in1[i] ^ in2[i]) + */ +class ClElementwisePower : public IClOperator +{ +public: + /** Default Constructor */ + ClElementwisePower() = default; + /** Configure function for a given list of arguments. + * + * @param[in] compile_context The compile context to be used. + * @param[in] src1 First source tensor info. Data types supported: F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: F16/F32. + * @param[out] dst Destination tensor info. Data types supported:F16/F32. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + */ + void configure(const ClCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + /** Static function to check if given info will lead to a valid configuration of @ref opencl::kernels::ClArithmeticKernel for power + * + * @param[in] src1 First source tensor info. Data types supported: F16/F32. + * @param[in] src2 Second source tensor info. Data types supported: F16/F32. + * @param[in] dst Destination tensor info. Data types supported: F16/F32. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + * + * @return a status + */ + static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); +}; +} // namespace opencl +} // namespace arm_compute +#endif /* ARM_COMPUTE_CL_ELEMENTWISE_OPERATIONS_H */ |