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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2018-02-13 12:15:13 +0000 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:47:18 +0000 |
commit | 284cfe2e3a44e5b20978e561c96c94d2193e93a1 (patch) | |
tree | 204cb044578d66c89b3a60d0a3c8c7920c8a768e /arm_compute/runtime/NEON/functions | |
parent | f29975848a384fc127cf5401683fc246bab0d903 (diff) | |
download | ComputeLibrary-284cfe2e3a44e5b20978e561c96c94d2193e93a1.tar.gz |
COMPMID-903: Implements NEPermute for NHWC conversions
Change-Id: I4083e8d16bb23933634f229a1408dfd0e8f2922a
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120069
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'arm_compute/runtime/NEON/functions')
3 files changed, 73 insertions, 4 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEConvolutionLayer.h b/arm_compute/runtime/NEON/functions/NEConvolutionLayer.h index f65e7ef36b..f80f67d944 100644 --- a/arm_compute/runtime/NEON/functions/NEConvolutionLayer.h +++ b/arm_compute/runtime/NEON/functions/NEConvolutionLayer.h @@ -146,6 +146,14 @@ private: * except for input of QASYMM8 type where output should be of S32 type. */ void configure_mm(const ITensor *input, const ITensor *weights, ITensor *output); + /** Prepare the appropriate assembly optimized kernel + * + * @param[in] ci CPU information + * @param[in] M M parameter of matrix multiplication + * @param[in] N N parameter of matrix multiplication + * @param[in] K K parameter of matrix multiplication + */ + void configure_asm_mm(const struct CPUInfo &ci, int M, int N, int K); private: MemoryGroup _memory_group; diff --git a/arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h b/arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h index 682effe84b..1c65b3ccf5 100644 --- a/arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h +++ b/arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h @@ -32,10 +32,10 @@ #include "arm_compute/core/NEON/kernels/NEFillBorderKernel.h" #include "arm_compute/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.h" #include "arm_compute/core/Types.h" -#include "arm_compute/runtime/CPP/functions/CPPPermute.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" #include "arm_compute/runtime/MemoryGroup.h" +#include "arm_compute/runtime/NEON/functions/NEPermute.h" #include "arm_compute/runtime/Tensor.h" namespace arm_compute @@ -71,9 +71,9 @@ private: NEDepthwiseConvolutionLayer3x3Kernel _dwc_kernel; NEDirectConvolutionLayerOutputStageKernel _output_stage_kernel; NEFillBorderKernel _border_handler; - CPPPermute _permute_input; - CPPPermute _permute_weights; - CPPPermute _permute_output; + NEPermute _permute_input; + NEPermute _permute_weights; + NEPermute _permute_output; Tensor _accumulator; Tensor _input_nhwc; Tensor _weights_hwio; diff --git a/arm_compute/runtime/NEON/functions/NEPermute.h b/arm_compute/runtime/NEON/functions/NEPermute.h new file mode 100644 index 0000000000..58626cd2f2 --- /dev/null +++ b/arm_compute/runtime/NEON/functions/NEPermute.h @@ -0,0 +1,61 @@ +/* + * Copyright (c) 2018 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_NEPERMUTE_H__ +#define __ARM_COMPUTE_NEPERMUTE_H__ + +#include "arm_compute/runtime/NEON/INESimpleFunction.h" + +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +class ITensor; + +/** Basic function to run @ref NEPermuteKernel */ +class NEPermute : public INESimpleFunction +{ +public: + /** Configure the permute NEON kernel + * + * @note Supported permutation vectors : [2, 0, 1], [1, 2, 0] + * + * @param[in] input The input tensor to permute. Data types supported: U8/S8/QS8/QASYMM8/U16/S16/QS16/F16/U32/S32/F32 + * @param[out] output The output tensor. Data types supported: Same as @p input + * @param[in] perm Permutation vector + */ + void configure(const ITensor *input, ITensor *output, const PermutationVector &perm); + /** Static function to check if given info will lead to a valid configuration of @ref NEPermute + * + * @note Supported permutation vectors : [2, 0, 1], [1, 2, 0] + * + * @param[in] input The input tensor to permute. Data types supported: U8/S8/QS8/QASYMM8/U16/S16/QS16/F16/U32/S32/F32 + * @param[in] output The output tensor. Data types supported: Same as @p input + * @param[in] perm Permutation vector + * + * @return a status + */ + static Status validate(const ITensorInfo *input, const ITensorInfo *output, const PermutationVector &perm); +}; +} +#endif /* __ARM_COMPUTE_NEPERMUTE_H__ */ |