Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +0100 | [diff] [blame] | 1 | /* |
Pablo Marquez Tello | fe7ae81 | 2021-03-03 12:12:35 +0000 | [diff] [blame] | 2 | * Copyright (c) 2019-2021 Arm Limited. |
Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +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 | #include "arm_compute/runtime/CL/functions/CLInstanceNormalizationLayer.h" |
| 25 | |
Pablo Marquez Tello | fe7ae81 | 2021-03-03 12:12:35 +0000 | [diff] [blame] | 26 | #include "arm_compute/core/Error.h" |
Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +0100 | [diff] [blame] | 27 | #include "arm_compute/core/Types.h" |
Pablo Marquez Tello | fe7ae81 | 2021-03-03 12:12:35 +0000 | [diff] [blame] | 28 | #include "arm_compute/runtime/CL/CLHelpers.h" |
| 29 | #include "arm_compute/runtime/CL/CLScheduler.h" |
| 30 | #include "src/core/CL/ICLKernel.h" |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 31 | #include "src/core/CL/kernels/CLFillBorderKernel.h" |
| 32 | #include "src/core/CL/kernels/CLInstanceNormalizationLayerKernel.h" |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 33 | |
Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +0100 | [diff] [blame] | 34 | namespace arm_compute |
| 35 | { |
Pablo Marquez Tello | fe7ae81 | 2021-03-03 12:12:35 +0000 | [diff] [blame] | 36 | CLInstanceNormalizationLayer::CLInstanceNormalizationLayer(CLRuntimeContext *ctx) // NOLINT |
| 37 | : _inst_norm_kernel(), |
| 38 | _mean_var_kernel(), |
| 39 | _mean_var_tensor(), |
| 40 | _ctx(ctx) |
| 41 | { |
| 42 | } |
| 43 | CLInstanceNormalizationLayer::~CLInstanceNormalizationLayer() |
Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +0100 | [diff] [blame] | 44 | { |
| 45 | } |
| 46 | |
Georgios Pinitas | 55a687d | 2020-01-30 12:00:23 +0000 | [diff] [blame] | 47 | void CLInstanceNormalizationLayer::configure(ICLTensor *input, ICLTensor *output, float gamma, float beta, float epsilon, bool use_mixed_precision) |
Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +0100 | [diff] [blame] | 48 | { |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 49 | configure(CLKernelLibrary::get().get_compile_context(), input, output, gamma, beta, epsilon, use_mixed_precision); |
| 50 | } |
| 51 | |
| 52 | void CLInstanceNormalizationLayer::configure(const CLCompileContext &compile_context, ICLTensor *input, ICLTensor *output, float gamma, float beta, float epsilon, bool use_mixed_precision) |
| 53 | { |
Pablo Marquez Tello | fe7ae81 | 2021-03-03 12:12:35 +0000 | [diff] [blame] | 54 | auto w = std::make_unique<CLComputeMeanVariance>(); |
| 55 | w->configure(compile_context, input, &_mean_var_tensor); |
| 56 | _mean_var_kernel = std::move(w); |
| 57 | auto k = std::make_unique<CLInstanceNormalizationLayerKernel>(); |
| 58 | k->configure(compile_context, input, &_mean_var_tensor, output, InstanceNormalizationLayerKernelInfo(gamma, beta, epsilon, use_mixed_precision)); |
| 59 | _inst_norm_kernel = std::move(k); |
| 60 | _mean_var_tensor.allocator()->allocate(); |
Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +0100 | [diff] [blame] | 61 | } |
| 62 | |
Georgios Pinitas | 55a687d | 2020-01-30 12:00:23 +0000 | [diff] [blame] | 63 | Status CLInstanceNormalizationLayer::validate(const ITensorInfo *input, const ITensorInfo *output, float gamma, float beta, float epsilon, bool use_mixed_precision) |
Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +0100 | [diff] [blame] | 64 | { |
Georgios Pinitas | 55a687d | 2020-01-30 12:00:23 +0000 | [diff] [blame] | 65 | return CLInstanceNormalizationLayerKernel::validate(input, output, InstanceNormalizationLayerKernelInfo(gamma, beta, epsilon, use_mixed_precision)); |
Manuel Bottini | 79f88e6 | 2019-09-18 15:02:53 +0100 | [diff] [blame] | 66 | } |
Pablo Marquez Tello | fe7ae81 | 2021-03-03 12:12:35 +0000 | [diff] [blame] | 67 | |
| 68 | void CLInstanceNormalizationLayer::run() |
| 69 | { |
| 70 | ARM_COMPUTE_ERROR_ON_MSG(!_inst_norm_kernel, "The child class didn't set the CL kernel or function isn't configured"); |
| 71 | schedule_kernel_on_ctx(_ctx, _mean_var_kernel.get()); |
| 72 | schedule_kernel_on_ctx(_ctx, _inst_norm_kernel.get()); |
| 73 | } |
| 74 | |
| 75 | } // namespace arm_compute |