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Diffstat (limited to 'src/gpu/cl/operators/ClElementwiseOperations.h')
| -rw-r--r-- | src/gpu/cl/operators/ClElementwiseOperations.h | 202 |
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diff --git a/src/gpu/cl/operators/ClElementwiseOperations.h b/src/gpu/cl/operators/ClElementwiseOperations.h new file mode 100644 index 0000000000..de7c018d75 --- /dev/null +++ b/src/gpu/cl/operators/ClElementwiseOperations.h @@ -0,0 +1,202 @@ +/* + * Copyright (c) 2021, 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_CL_ELEMENTWISE_OPERATIONS_H +#define ARM_COMPUTE_CL_ELEMENTWISE_OPERATIONS_H + +#include "arm_compute/function_info/ActivationLayerInfo.h" + +#include "src/gpu/cl/ClCompileContext.h" +#include "src/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: + /** 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 + * + * Similar to @ref ClElementwiseDivision::configure() + * + * @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: + /** 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 + * + * Similar to @ref ClElementwiseMax::configure() + * + * @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: + /** 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 + * + * Similar to @ref ClElementwiseMin::configure() + * + * @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: + /** 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 + * + * Similar to @ref ClElementwiseSquaredDiff::configure() + * + * @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: + /** 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 + * + * Similar to @ref ClElementwisePower::configure() + * + * @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 */ |