Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 1 | /* |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2021 Arm Limited. |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | |
| 25 | #include "arm_compute/runtime/CL/functions/CLFuseBatchNormalization.h" |
| 26 | |
| 27 | #include "arm_compute/core/Error.h" |
| 28 | #include "arm_compute/core/TensorInfo.h" |
| 29 | #include "arm_compute/core/Types.h" |
| 30 | #include "arm_compute/runtime/CL/CLScheduler.h" |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 31 | #include "src/core/CL/kernels/CLFuseBatchNormalizationKernel.h" |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 32 | |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 33 | #include "src/common/utils/Log.h" |
| 34 | |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 35 | namespace arm_compute |
| 36 | { |
| 37 | CLFuseBatchNormalization::CLFuseBatchNormalization() |
Georgios Pinitas | 40f51a6 | 2020-11-21 03:04:18 +0000 | [diff] [blame] | 38 | : _fuse_bn_kernel(std::make_unique<CLFuseBatchNormalizationKernel>()) |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 39 | { |
| 40 | } |
| 41 | |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 42 | CLFuseBatchNormalization::~CLFuseBatchNormalization() = default; |
| 43 | |
Manuel Bottini | 2732cca | 2019-05-28 11:44:41 +0100 | [diff] [blame] | 44 | void CLFuseBatchNormalization::configure(const ICLTensor *input_weights, const ICLTensor *bn_mean, const ICLTensor *bn_var, |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 45 | ICLTensor *fused_weights, ICLTensor *fused_bias, |
Manuel Bottini | 2732cca | 2019-05-28 11:44:41 +0100 | [diff] [blame] | 46 | const ICLTensor *input_bias, const ICLTensor *bn_beta, const ICLTensor *bn_gamma, |
| 47 | float epsilon, FuseBatchNormalizationType fbn_type) |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 48 | { |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 49 | configure(CLKernelLibrary::get().get_compile_context(), input_weights, bn_mean, bn_var, fused_weights, fused_bias, input_bias, bn_beta, bn_gamma, epsilon, fbn_type); |
| 50 | } |
| 51 | |
| 52 | void CLFuseBatchNormalization::configure(const CLCompileContext &compile_context, const ICLTensor *input_weights, const ICLTensor *bn_mean, const ICLTensor *bn_var, |
| 53 | ICLTensor *fused_weights, ICLTensor *fused_bias, |
| 54 | const ICLTensor *input_bias, const ICLTensor *bn_beta, const ICLTensor *bn_gamma, |
| 55 | float epsilon, FuseBatchNormalizationType fbn_type) |
| 56 | { |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 57 | ARM_COMPUTE_LOG_PARAMS(input_weights, bn_mean, bn_var, fused_weights, fused_bias, input_bias, bn_beta, bn_gamma, epsilon, fbn_type); |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 58 | _fuse_bn_kernel->configure(compile_context, input_weights, bn_mean, bn_var, fused_weights, fused_bias, input_bias, bn_beta, bn_gamma, epsilon, fbn_type); |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 59 | } |
| 60 | |
Manuel Bottini | 2732cca | 2019-05-28 11:44:41 +0100 | [diff] [blame] | 61 | Status CLFuseBatchNormalization::validate(const ITensorInfo *input_weights, const ITensorInfo *bn_mean, const ITensorInfo *bn_var, |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 62 | const ITensorInfo *fused_weights, const ITensorInfo *fused_bias, |
Manuel Bottini | 2732cca | 2019-05-28 11:44:41 +0100 | [diff] [blame] | 63 | const ITensorInfo *input_bias, const ITensorInfo *bn_beta, const ITensorInfo *bn_gamma, |
| 64 | float epsilon, FuseBatchNormalizationType fbn_type) |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 65 | { |
Manuel Bottini | 2732cca | 2019-05-28 11:44:41 +0100 | [diff] [blame] | 66 | return CLFuseBatchNormalizationKernel::validate(input_weights, bn_mean, bn_var, fused_weights, fused_bias, input_bias, bn_beta, bn_gamma, epsilon, fbn_type); |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 67 | } |
| 68 | |
| 69 | void CLFuseBatchNormalization::run() |
| 70 | { |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 71 | CLScheduler::get().enqueue(*_fuse_bn_kernel, true); |
Georgios Pinitas | c936917 | 2018-09-26 11:25:40 +0100 | [diff] [blame] | 72 | } |
| 73 | } // namespace arm_compute |