Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 ARM Limited. |
| 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/graph/nodes/NormalizationLayer.h" |
| 25 | |
Michalis Spyrou | e472082 | 2017-10-02 17:44:52 +0100 | [diff] [blame] | 26 | #include "arm_compute/core/Logger.h" |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 27 | #include "arm_compute/runtime/CL/CLTensor.h" |
| 28 | #include "arm_compute/runtime/CL/functions/CLNormalizationLayer.h" |
| 29 | #include "arm_compute/runtime/NEON/functions/NENormalizationLayer.h" |
| 30 | #include "arm_compute/runtime/Tensor.h" |
| 31 | #include "support/ToolchainSupport.h" |
| 32 | #include "utils/TypePrinter.h" |
| 33 | |
| 34 | using namespace arm_compute::graph; |
| 35 | |
| 36 | namespace |
| 37 | { |
Georgios Pinitas | ff421f2 | 2017-10-04 16:53:58 +0100 | [diff] [blame] | 38 | template <typename NormalizationType, typename TensorType, TargetHint target_hint> |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 39 | std::unique_ptr<arm_compute::IFunction> instantiate_function(arm_compute::ITensor *input, arm_compute::ITensor *output, const NormalizationLayerInfo &norm_info) |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 40 | { |
| 41 | auto norm = arm_compute::support::cpp14::make_unique<NormalizationType>(); |
| 42 | norm->configure( |
| 43 | dynamic_cast<TensorType *>(input), |
| 44 | dynamic_cast<TensorType *>(output), |
| 45 | norm_info); |
| 46 | |
| 47 | return std::move(norm); |
| 48 | } |
| 49 | |
Georgios Pinitas | ff421f2 | 2017-10-04 16:53:58 +0100 | [diff] [blame] | 50 | template <TargetHint target_hint> |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 51 | std::unique_ptr<arm_compute::IFunction> instantiate(arm_compute::ITensor *input, arm_compute::ITensor *output, const NormalizationLayerInfo &norm_info); |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 52 | |
| 53 | template <> |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 54 | std::unique_ptr<arm_compute::IFunction> instantiate<TargetHint::OPENCL>(arm_compute::ITensor *input, arm_compute::ITensor *output, const NormalizationLayerInfo &norm_info) |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 55 | { |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 56 | return instantiate_function<arm_compute::CLNormalizationLayer, arm_compute::ICLTensor, TargetHint::OPENCL>(input, output, norm_info); |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 57 | } |
| 58 | |
| 59 | template <> |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 60 | std::unique_ptr<arm_compute::IFunction> instantiate<TargetHint::NEON>(arm_compute::ITensor *input, arm_compute::ITensor *output, const NormalizationLayerInfo &norm_info) |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 61 | { |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 62 | return instantiate_function<arm_compute::NENormalizationLayer, arm_compute::ITensor, TargetHint::NEON>(input, output, norm_info); |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 63 | } |
| 64 | } // namespace |
| 65 | |
| 66 | NormalizationLayer::NormalizationLayer(const NormalizationLayerInfo norm_info) |
| 67 | : _norm_info(norm_info) |
| 68 | { |
| 69 | } |
| 70 | |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 71 | std::unique_ptr<arm_compute::IFunction> NormalizationLayer::instantiate_node(GraphContext &ctx, ITensorObject *input, ITensorObject *output) |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 72 | { |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 73 | ARM_COMPUTE_ERROR_ON(input == nullptr || input->tensor() == nullptr); |
| 74 | ARM_COMPUTE_ERROR_ON(output == nullptr || output->tensor() == nullptr); |
| 75 | |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 76 | std::unique_ptr<arm_compute::IFunction> func; |
Georgios Pinitas | ff421f2 | 2017-10-04 16:53:58 +0100 | [diff] [blame] | 77 | _target_hint = ctx.hints().target_hint(); |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 78 | |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 79 | arm_compute::ITensor *in = input->tensor(); |
| 80 | arm_compute::ITensor *out = output->tensor(); |
| 81 | |
Georgios Pinitas | ff421f2 | 2017-10-04 16:53:58 +0100 | [diff] [blame] | 82 | if(_target_hint == TargetHint::OPENCL) |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 83 | { |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 84 | func = instantiate<TargetHint::OPENCL>(in, out, _norm_info); |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 85 | } |
| 86 | else |
| 87 | { |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 88 | func = instantiate<TargetHint::NEON>(in, out, _norm_info); |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 89 | } |
| 90 | |
Georgios Pinitas | e2c82fe | 2017-10-02 18:51:47 +0100 | [diff] [blame^] | 91 | ARM_COMPUTE_LOG(" Data Type: " << in->info()->data_type() |
| 92 | << " Input shape: " << in->info()->tensor_shape() |
| 93 | << " Output shape: " << out->info()->tensor_shape() |
Michalis Spyrou | e472082 | 2017-10-02 17:44:52 +0100 | [diff] [blame] | 94 | << " Normalization info: " << _norm_info |
| 95 | << std::endl); |
| 96 | |
Georgios Pinitas | 6f669f0 | 2017-09-26 12:32:57 +0100 | [diff] [blame] | 97 | return func; |
| 98 | } |