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author | Sheri Zhang <sheri.zhang@arm.com> | 2021-03-16 12:09:15 +0000 |
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committer | Sheri Zhang <sheri.zhang@arm.com> | 2021-03-23 11:33:17 +0000 |
commit | f9ab9f9ca1bbcac8688980bfd64e26fec2e0e9a2 (patch) | |
tree | a778a4682d7088d7caf704c00b89ce4d07a27443 /src/runtime/gpu/cl | |
parent | d122c10b0eb41cbffdf9e424ca0d279b6a48b54f (diff) | |
download | ComputeLibrary-f9ab9f9ca1bbcac8688980bfd64e26fec2e0e9a2.tar.gz |
Make ClPixelWiseMultiplicationKernel stateless
Partially resolves: COMPMID-4183
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com>
Change-Id: Ibc08d2d84d023ef8b23ed44d534aa1ca24515e4d
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5274
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/gpu/cl')
-rw-r--r-- | src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp | 125 | ||||
-rw-r--r-- | src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h | 144 |
2 files changed, 269 insertions, 0 deletions
diff --git a/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp b/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp new file mode 100644 index 0000000000..c4f11a4e29 --- /dev/null +++ b/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.cpp @@ -0,0 +1,125 @@ +/* + * 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. + */ +#include "src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h" + +#include "arm_compute/runtime/CL/CLScheduler.h" +#include "src/core/CL/kernels/CLFillBorderKernel.h" +#include "src/core/gpu/cl/ClCompileContext.h" +#include "src/core/gpu/cl/kernels/ClPixelWiseMultiplicationKernel.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace +{ +ITensorPack select_border_input(ITensorPack &tensors) +{ + ITensorPack pack; + if(tensors.get_tensor(TensorType::ACL_DST)->info()->dimension(0) > 1) + { + if(tensors.get_const_tensor(TensorType::ACL_SRC_1)->info()->dimension(0) == 1) + { + pack.add_tensor(TensorType::ACL_SRC, tensors.get_const_tensor(TensorType::ACL_SRC_1)); + } + else + { + pack.add_tensor(TensorType::ACL_SRC, tensors.get_const_tensor(TensorType::ACL_SRC_0)); + } + } + return pack; +} +} // namespace + +void ClPixelWiseMultiplication::configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, float scale, + ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info) +{ + auto k = std::make_unique<kernels::ClPixelWiseMultiplicationKernel>(); + k->configure(compile_context, src1, src2, dst, scale, overflow_policy, rounding_policy, act_info); + _kernel = std::move(k); + + if(dst->dimension(0) > 1) + { + ITensorInfo *broadcasted_info = (src1->dimension(0) == 1) ? src1 : src2; + + if(broadcasted_info->dimension(0) == 1) + { + auto b = std::make_unique<CLFillBorderKernel>(); + b->configure(compile_context, broadcasted_info, _kernel->border_size(), BorderMode::REPLICATE); + _border_handler = std::move(b); + } + } +} + +Status ClPixelWiseMultiplication::validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, float scale, + ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info) +{ + return kernels::ClPixelWiseMultiplicationKernel::validate(src1, src2, dst, scale, overflow_policy, rounding_policy, act_info); +} + +void ClPixelWiseMultiplication::run(ITensorPack &tensors) +{ + if(_border_handler) + { + auto border_pack = select_border_input(tensors); + CLScheduler::get().enqueue_op(*_border_handler, border_pack); + } + ICLOperator::run(tensors); +} + +void ClComplexPixelWiseMultiplication::configure(const CLCompileContext &compile_context, ITensorInfo *src1, ITensorInfo *src2, ITensorInfo *dst, const ActivationLayerInfo &act_info) +{ + auto k = std::make_unique<kernels::ClComplexPixelWiseMultiplicationKernel>(); + k->configure(compile_context, src1, src2, dst, act_info); + _kernel = std::move(k); + + if(dst->dimension(0) > 1) + { + ITensorInfo *broadcasted_info = (src1->dimension(0) == 1) ? src1 : src2; + + if(broadcasted_info->dimension(0) == 1) + { + auto b = std::make_unique<CLFillBorderKernel>(); + b->configure(compile_context, broadcasted_info, _kernel->border_size(), BorderMode::REPLICATE); + _border_handler = std::move(b); + } + } +} + +Status ClComplexPixelWiseMultiplication::validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info) +{ + return kernels::ClComplexPixelWiseMultiplicationKernel::validate(src1, src2, dst, act_info); +} + +void ClComplexPixelWiseMultiplication::run(ITensorPack &tensors) +{ + if(_border_handler) + { + auto border_pack = select_border_input(tensors); + CLScheduler::get().enqueue_op(*_border_handler, border_pack); + } + ICLOperator::run(tensors); +} +} // namespace opencl +} // namespace arm_compute
\ No newline at end of file diff --git a/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h b/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h new file mode 100644 index 0000000000..e9b3e4a5ef --- /dev/null +++ b/src/runtime/gpu/cl/operators/ClPixelWiseMultiplication.h @@ -0,0 +1,144 @@ +/* + * 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_PIXELWISE_MULTIPLICATION_H +#define ARM_COMPUTE_CL_PIXELWISE_MULTIPLICATION_H + +#include "src/core/gpu/cl/ClCompileContext.h" +#include "src/runtime/gpu/cl/IClOperator.h" + +#include <memory> + +namespace arm_compute +{ +namespace opencl +{ +/** Basic function to run @ref opencl::ClPixelWiseMultiplication. */ +class ClPixelWiseMultiplication : public IClOperator +{ +public: + /** Default Constructor */ + ClPixelWiseMultiplication() = default; + /** Initialise the kernel's sources, dst and convertion policy. + * + * Valid configurations (src1,src2) -> Output : + * + * - (U8,U8) -> U8 + * - (U8,U8) -> S16 + * - (U8,S16) -> S16 + * - (S16,U8) -> S16 + * - (S16,S16) -> S16 + * - (F16,F16) -> F16 + * - (F32,F32) -> F32 + * - (QASYMM8,QASYMM8) -> QASYMM8 + * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED + * - (QSYMM16,QSYMM16) -> QSYMM16 + * - (QSYMM16,QSYMM16) -> S32 + * + * @param[in] compile_context The compile context to be used. + * @param[in, out] src1 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. + * The src tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. + * @param[in, out] src2 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. + * The src tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. + * @param[out] dst The dst tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. + * @param[in] scale Scale to apply after multiplication. + * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15. + * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate + * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even. + * @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, float scale, + ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + /** Static function to check if given info will lead to a valid configuration of @ref ClPixelWiseMultiplication + * + * Valid configurations (src1,src2) -> Output : + * + * - (U8,U8) -> U8 + * - (U8,U8) -> S16 + * - (U8,S16) -> S16 + * - (S16,U8) -> S16 + * - (S16,S16) -> S16 + * - (F16,F16) -> F16 + * - (F32,F32) -> F32 + * - (QASYMM8,QASYMM8) -> QASYMM8 + * - (QASYMM8_SIGNED,QASYMM8_SIGNED) -> QASYMM8_SIGNED + * - (QSYMM16,QSYMM16) -> QSYMM16 + * - (QSYMM16,QSYMM16) -> S32 + * + * + * @param[in] src1 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. + * @param[in] src2 An src tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. + * @param[in] dst The dst tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32. + * @param[in] scale Scale to apply after multiplication. + * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15. + * @param[in] overflow_policy Overflow policy. Supported overflow policies: Wrap, Saturate + * @param[in] rounding_policy Rounding policy. Supported rounding modes: to zero, to nearest even. + * @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, float scale, + ConvertPolicy overflow_policy, RoundingPolicy rounding_policy, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + + // Inherited methods overridden: + void run(ITensorPack &tensors) override; + +private: + std::unique_ptr<ICLKernel> _border_handler{ nullptr }; +}; + +/** Basic function to run @ref opencl::ClComplexPixelWiseMultiplication. */ +class ClComplexPixelWiseMultiplication : public IClOperator +{ +public: + /** Default Constructor */ + ClComplexPixelWiseMultiplication() = default; + /** Initialise the kernel's sources, dst. + * + * @param[in] compile_context The compile context to be used. + * @param[in, out] src1 An src tensor info. Data types supported: F16/F32. Number of channels supported: 2. + * The src tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. + * @param[in, out] src2 An src tensor info. Data types supported: same as @p src1. Number of channels supported: same as @p src1. + * The src tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0. + * @param[out] dst The dst tensor info, Data types supported: same as @p src1. Number of channels 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 ClComplexPixelWiseMultiplication + * + * @param[in] src1 An src tensor info. Data types supported: F16/F32. Number of channels supported: 2. + * @param[in] src2 An src tensor info. Data types supported: same as @p src1. Number of channels supported: same as @p src1. + * @param[in] dst The dst tensor info, Data types supported: same as @p src1. Number of channels supported: same as @p src1. + * @param[in] act_info (Optional) Activation layer information in case of a fused activation. + */ + static Status validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const ActivationLayerInfo &act_info = ActivationLayerInfo()); + + // Inherited methods overridden: + void run(ITensorPack &tensors) override; + +private: + std::unique_ptr<ICLKernel> _border_handler{ nullptr }; +}; +} // namespace opencl +} // namespace arm_compute +#endif /* ARM_COMPUTE_CL_PIXELWISE_MULTIPLICATION_H */
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