From 15ecc9a03b1238524dcf094b48a77045c8cb2549 Mon Sep 17 00:00:00 2001 From: giuros01 Date: Thu, 6 Dec 2018 10:47:34 +0000 Subject: COMPMID-1741: Implement NEFuseBatchNormalizationKernel Change-Id: Ib3ba4b22804a94a1e8ef6d7076e28c2fc1cd2fa2 Reviewed-on: https://review.mlplatform.org/385 Tested-by: Arm Jenkins Reviewed-by: Georgios Pinitas Reviewed-by: Anthony Barbier --- .../NEON/functions/NEFuseBatchNormalization.cpp | 59 ++++++++++++++++++++++ 1 file changed, 59 insertions(+) create mode 100644 src/runtime/NEON/functions/NEFuseBatchNormalization.cpp (limited to 'src/runtime/NEON/functions/NEFuseBatchNormalization.cpp') diff --git a/src/runtime/NEON/functions/NEFuseBatchNormalization.cpp b/src/runtime/NEON/functions/NEFuseBatchNormalization.cpp new file mode 100644 index 0000000000..7f17a15cba --- /dev/null +++ b/src/runtime/NEON/functions/NEFuseBatchNormalization.cpp @@ -0,0 +1,59 @@ +/* + * 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, INNEUDING 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 NEAIM, 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 "arm_compute/runtime/NEON/functions/NEFuseBatchNormalization.h" + +#include "arm_compute/core/Error.h" +#include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/NEScheduler.h" + +namespace arm_compute +{ +NEFuseBatchNormalization::NEFuseBatchNormalization() + : _fuse_bn_kernel() +{ +} + +void NEFuseBatchNormalization::configure(const ITensor *conv_weights, const ITensor *bn_mean, const ITensor *bn_var, + ITensor *fused_weights, ITensor *fused_bias, + const ITensor *conv_bias, const ITensor *bn_beta, const ITensor *bn_gamma, + float epsilon) +{ + _fuse_bn_kernel.configure(conv_weights, bn_mean, bn_var, fused_weights, fused_bias, conv_bias, bn_beta, bn_gamma, epsilon); +} + +Status NEFuseBatchNormalization::validate(const ITensorInfo *conv_weights, const ITensorInfo *bn_mean, const ITensorInfo *bn_var, + const ITensorInfo *fused_weights, const ITensorInfo *fused_bias, + const ITensorInfo *conv_bias, const ITensorInfo *bn_beta, const ITensorInfo *bn_gamma, + float epsilon) +{ + return NEFuseBatchNormalizationKernel::validate(conv_weights, bn_mean, bn_var, fused_weights, fused_bias, conv_bias, bn_beta, bn_gamma, epsilon); +} + +void NEFuseBatchNormalization::run() +{ + NEScheduler::get().schedule(&_fuse_bn_kernel, Window::DimY); +} +} // namespace arm_compute -- cgit v1.2.1