Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 1 | /* |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 2 | * Copyright (c) 2020-2021 Arm Limited. |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [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/NEON/functions/NEGEMMConv2d.h" |
Georgios Pinitas | ec2256b | 2020-12-03 18:51:58 +0000 | [diff] [blame] | 25 | |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 26 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
| 27 | #include "arm_compute/core/utils/quantization/AsymmHelpers.h" |
| 28 | #include "arm_compute/runtime/NEON/NEScheduler.h" |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 29 | #include "src/runtime/cpu/operators/CpuGemmDirectConv2d.h" |
Georgios Pinitas | 40f51a6 | 2020-11-21 03:04:18 +0000 | [diff] [blame] | 30 | |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 31 | #include <set> |
Georgios Pinitas | 40f51a6 | 2020-11-21 03:04:18 +0000 | [diff] [blame] | 32 | |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 33 | namespace arm_compute |
| 34 | { |
Michele Di Giorgio | 8ae3cda | 2021-06-07 15:30:26 +0100 | [diff] [blame] | 35 | using OperatorType = cpu::CpuGemmDirectConv2d; |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 36 | |
| 37 | struct NEGEMMConv2d::Impl |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 38 | { |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 39 | ITensorPack tensors{}; |
| 40 | std::unique_ptr<OperatorType> op{ nullptr }; |
| 41 | }; |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 42 | |
| 43 | NEGEMMConv2d::NEGEMMConv2d(const std::shared_ptr<IMemoryManager> &memory_manager) |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 44 | : _impl(std::make_unique<Impl>()) |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 45 | { |
Michele Di Giorgio | 8ae3cda | 2021-06-07 15:30:26 +0100 | [diff] [blame] | 46 | _impl->op = std::make_unique<OperatorType>(memory_manager); |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 47 | } |
Georgios Pinitas | ec2256b | 2020-12-03 18:51:58 +0000 | [diff] [blame] | 48 | |
| 49 | NEGEMMConv2d::~NEGEMMConv2d() = default; |
| 50 | |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 51 | void NEGEMMConv2d::configure(ITensor *input, const ITensor *weights, const ITensor *biases, ITensor *output, const Conv2dInfo &info) |
| 52 | { |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 53 | _impl->tensors.add_const_tensor(TensorType::ACL_SRC_0, input); |
| 54 | _impl->tensors.add_const_tensor(TensorType::ACL_SRC_1, weights); |
| 55 | _impl->tensors.add_const_tensor(TensorType::ACL_SRC_2, biases); |
| 56 | _impl->tensors.add_tensor(TensorType::ACL_DST, output); |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 57 | |
Pablo Tello | a5c428a | 2021-06-09 11:50:01 +0100 | [diff] [blame^] | 58 | _impl->op->configure(input->info(), weights->info(), biases != nullptr ? biases->info() : nullptr, output->info(), info); |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 59 | } |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 60 | |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 61 | Status NEGEMMConv2d::validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const Conv2dInfo &info) |
| 62 | { |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 63 | return OperatorType::validate(input, weights, biases, output, info); |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 64 | } |
| 65 | void NEGEMMConv2d::run() |
| 66 | { |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 67 | _impl->op->run(_impl->tensors); |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 68 | } |
| 69 | void NEGEMMConv2d::prepare() |
| 70 | { |
Sang-Hoon Park | d89e2fa | 2021-05-17 17:04:50 +0100 | [diff] [blame] | 71 | _impl->op->prepare(_impl->tensors); |
Georgios Pinitas | c0b6f76 | 2020-11-02 01:37:17 +0000 | [diff] [blame] | 72 | } |
| 73 | } // namespace arm_compute |