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author | Viet-Hoa Do <viet-hoa.do@arm.com> | 2022-06-01 11:47:14 +0100 |
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committer | Viet-Hoa Do <viet-hoa.do@arm.com> | 2022-11-28 16:57:42 +0000 |
commit | 03b2971ac69a86f10a1566938d1a25afee15746c (patch) | |
tree | aec7cfc047e1da278b4b71a706cda7b1b0faa158 /src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_5x5_s1_4rows_dot_za.hpp | |
parent | 7dc0234331f2150a6b4ac5c2b49de419870f7cf5 (diff) | |
download | ComputeLibrary-03b2971ac69a86f10a1566938d1a25afee15746c.tar.gz |
Integrate SME2 kernels
* Add SME/SME2 detection.
* Integrate SME2 implementation for:
- Normal convolution
- Winograd
- Depthwise convolution
- Pooling
Resolves: COMPMID-5700
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I2f1ca1d05f8cfeee9309ed1c0a36096a4a6aad5c
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8692
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_5x5_s1_4rows_dot_za.hpp')
-rw-r--r-- | src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_5x5_s1_4rows_dot_za.hpp | 70 |
1 files changed, 70 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_5x5_s1_4rows_dot_za.hpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_5x5_s1_4rows_dot_za.hpp new file mode 100644 index 0000000000..6f3290fd3c --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_s8q_planar_5x5_s1_4rows_dot_za.hpp @@ -0,0 +1,70 @@ +/* + * Copyright (c) 2022 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. + */ + +namespace arm_conv { +namespace depthwise { + +void sme2_s8q_planar_5x5_s1_4rows_dot_za_impl( + const int8_t *inptr, + size_t ld_in_row, + size_t ld_in_col, + size_t ld_in_vl, + unsigned int pad_top, + unsigned int valid_input_rows, + unsigned int pad_left, + unsigned int valid_input_cols, + const int8_t *weights, + int8_t **outptrs, + const size_t *outlds, + const size_t *outvllds, + unsigned int output_cols, + unsigned int start_channel, + unsigned int valid_channels, + const arm_gemm::Requantize32 &qp +); + +class sme2_s8q_planar_5x5_s1_4rows_dot_za : public PlanarStrategy<int8_t, int8_t> +{ + using Parent = PlanarStrategy<int8_t, int8_t>; + + public: + using return_type = int8_t; + constexpr static auto output_rows = 4u; + constexpr static auto kernel_rows = 5u, kernel_cols = 5u; + constexpr static auto stride_rows = 1u, stride_cols = 1u; + constexpr static auto vl_type = arm_gemm::VLType::SME; + + sme2_s8q_planar_5x5_s1_4rows_dot_za(const CPUInfo *) + : Parent(kernel_rows, kernel_cols, stride_rows, stride_cols, output_rows, vl_type) + { + } + + typename Parent::KernelType get_kernel(void) const override + { + return sme2_s8q_planar_5x5_s1_4rows_dot_za_impl; + } +}; + +} // namespace depthwise +} // namespace arm_conv |