diff options
author | ramelg01 <ramy.elgammal@arm.com> | 2022-04-07 02:42:52 +0100 |
---|---|---|
committer | Ramy Elgammal <ramy.elgammal@arm.com> | 2022-04-26 15:51:22 +0000 |
commit | 8a164884dddf769643cf3b9f7f94e43cb4f3c20b (patch) | |
tree | 35958dd48b6df1a851c880dad2b2ce285671b611 /src/core/NEON/kernels/arm_conv/depthwise/interleaves/generic_quantized_dot_product.hpp | |
parent | c827e99fc46521f43719b0c2d1b6f05d66abf68c (diff) | |
download | ComputeLibrary-8a164884dddf769643cf3b9f7f94e43cb4f3c20b.tar.gz |
Update Neon™ depthwise kernel
- Reduce duplication and simplify overall structure.
- Improve multi-threaded performance by sharing more data
in lower-level caches.
Partially Resolves: COMPMID-5054
Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com>
Change-Id: Iac747f39b21c540122fa75218762631c4d787911
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7449
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Andrew Mundy
Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/depthwise/interleaves/generic_quantized_dot_product.hpp')
-rw-r--r-- | src/core/NEON/kernels/arm_conv/depthwise/interleaves/generic_quantized_dot_product.hpp | 53 |
1 files changed, 53 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_conv/depthwise/interleaves/generic_quantized_dot_product.hpp b/src/core/NEON/kernels/arm_conv/depthwise/interleaves/generic_quantized_dot_product.hpp new file mode 100644 index 0000000000..779d67d3f4 --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/interleaves/generic_quantized_dot_product.hpp @@ -0,0 +1,53 @@ +/* + * 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. + */ + +#pragma once + +#include "generic.hpp" + +namespace arm_conv { +namespace depthwise { +namespace interleaves { +namespace quantized { + +size_t get_storage_size( + const DepthwiseArgs &args, + arm_gemm::VLType vl_type, + unsigned int accumulator_depth_vl=1 +); + +template <typename T> +void pack_parameters( + void *buffer, const int32_t *biases, + const T *weights, size_t ld_weight_col, size_t ld_weight_row, + const DepthwiseArgs &args, + const arm_gemm::Requantize32 &qp, + arm_gemm::VLType vl_type, + unsigned int accumulator_depth_vl +); + +} // namespace quantized +} // namespace interleaves +} // namespace depthwise +} // namespace arm_conv |