From 8d5d78ba48358e5c511d4c625c17d99065763945 Mon Sep 17 00:00:00 2001 From: Sheri Zhang Date: Tue, 15 Dec 2020 20:25:31 +0000 Subject: COMPMID-3871: Create BatchNormalization SVE/SVE2 1. Decouple data type for NHWC 2. Add NHWC SVE support for BachNormalization Signed-off-by: Sheri Zhang Change-Id: I0383b969b555b429d9acebb4efa17ecba9429ea7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4755 Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins Reviewed-by: Michalis Spyrou --- .../NEON/kernels/batchnormalization/impl/list.h | 44 ++++++++++++++++++++++ 1 file changed, 44 insertions(+) create mode 100644 src/core/NEON/kernels/batchnormalization/impl/list.h (limited to 'src/core/NEON/kernels/batchnormalization/impl/list.h') diff --git a/src/core/NEON/kernels/batchnormalization/impl/list.h b/src/core/NEON/kernels/batchnormalization/impl/list.h new file mode 100644 index 0000000000..8e0ea36f5a --- /dev/null +++ b/src/core/NEON/kernels/batchnormalization/impl/list.h @@ -0,0 +1,44 @@ +/* + * Copyright (c) 2020 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 SRC_CORE_NEON_KERNELS_BATCH_NORMALIZATION_LIST_H +#define SRC_CORE_NEON_KERNELS_BATCH_NORMALIZATION_LIST_H + +namespace arm_compute +{ +namespace cpu +{ +#define DECLARE_BATCH_NORMALIZATION_KERNEL(func_name) \ + void func_name(ITensor *src, ITensor *dst, const ITensor *mean, const ITensor *var, const ITensor *beta, const ITensor *gamma, \ + float epsilon, ActivationLayerInfo &act_info, const Window &window) + +DECLARE_BATCH_NORMALIZATION_KERNEL(fp16_neon_batch_normalization); +DECLARE_BATCH_NORMALIZATION_KERNEL(fp16_sve_batch_normalization); +DECLARE_BATCH_NORMALIZATION_KERNEL(fp32_neon_batch_normalization); +DECLARE_BATCH_NORMALIZATION_KERNEL(fp32_sve_batch_normalization); + +#undef DECLARE_ACTIVATION_KERNEL +} // namespace cpu +} // namespace arm_compute + +#endif /* SRC_CORE_NEON_KERNELS_BATCH_NORMALIZATION_LIST_H */ -- cgit v1.2.1