Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 1 | /* |
Anthony Barbier | 72856ab | 2018-01-11 10:45:24 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +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 | #ifndef ARM_COMPUTE_TEST_DEPTHWISESEPARABLECONVOLUTIONLAYERFIXTURE |
| 25 | #define ARM_COMPUTE_TEST_DEPTHWISESEPARABLECONVOLUTIONLAYERFIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 29 | #include "tests/Globals.h" |
| 30 | #include "tests/Utils.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 31 | #include "tests/framework/Fixture.h" |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | namespace test |
| 36 | { |
| 37 | /** Fixture that can be used for NEON and CL */ |
| 38 | template <typename TensorType, typename Function, typename Accessor> |
| 39 | class DepthwiseSeparableConvolutionLayerFixture : public framework::Fixture |
| 40 | { |
| 41 | public: |
| 42 | template <typename...> |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 43 | void setup(TensorShape src_shape, TensorShape depthwise_weights_shape, TensorShape depthwise_biases_shape, TensorShape depthwise_out_shape, TensorShape pointwise_weights_shape, |
| 44 | TensorShape pointwise_biases_shape, TensorShape dst_shape, |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 45 | PadStrideInfo pad_stride_depthwise_info, PadStrideInfo pad_stride_pointwise_info, DataType data_type, int batches) |
| 46 | { |
| 47 | // Set batched in source and destination shapes |
| 48 | const unsigned int fixed_point_position = 4; |
| 49 | src_shape.set(3 /* batch */, batches); |
| 50 | depthwise_out_shape.set(3 /* batch */, batches); |
| 51 | dst_shape.set(3 /* batch */, batches); |
| 52 | |
| 53 | src = create_tensor<TensorType>(src_shape, data_type, 1, fixed_point_position); |
| 54 | depthwise_weights = create_tensor<TensorType>(depthwise_weights_shape, data_type, 1, fixed_point_position); |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 55 | depthwise_biases = create_tensor<TensorType>(depthwise_biases_shape, data_type, 1, fixed_point_position); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 56 | depthwise_out = create_tensor<TensorType>(depthwise_out_shape, data_type, 1, fixed_point_position); |
| 57 | pointwise_weights = create_tensor<TensorType>(pointwise_weights_shape, data_type, 1, fixed_point_position); |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 58 | pointwise_biases = create_tensor<TensorType>(pointwise_biases_shape, data_type, 1, fixed_point_position); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 59 | dst = create_tensor<TensorType>(dst_shape, data_type, 1, fixed_point_position); |
| 60 | |
| 61 | // Create and configure function |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 62 | depth_sep_conv_layer.configure(&src, &depthwise_weights, &depthwise_biases, &depthwise_out, &pointwise_weights, &pointwise_biases, &dst, pad_stride_depthwise_info, pad_stride_pointwise_info); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 63 | |
| 64 | // Allocate tensors |
| 65 | src.allocator()->allocate(); |
| 66 | depthwise_weights.allocator()->allocate(); |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 67 | depthwise_biases.allocator()->allocate(); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 68 | depthwise_out.allocator()->allocate(); |
| 69 | pointwise_weights.allocator()->allocate(); |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 70 | pointwise_biases.allocator()->allocate(); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 71 | dst.allocator()->allocate(); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 72 | } |
| 73 | |
| 74 | void run() |
| 75 | { |
| 76 | depth_sep_conv_layer.run(); |
| 77 | } |
| 78 | |
Joel Liang | 1c5ffd6 | 2017-12-28 10:09:51 +0800 | [diff] [blame] | 79 | void sync() |
| 80 | { |
| 81 | sync_if_necessary<TensorType>(); |
| 82 | sync_tensor_if_necessary<TensorType>(dst); |
| 83 | } |
| 84 | |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 85 | void teardown() |
| 86 | { |
| 87 | src.allocator()->free(); |
| 88 | depthwise_weights.allocator()->free(); |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 89 | depthwise_biases.allocator()->free(); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 90 | depthwise_out.allocator()->free(); |
| 91 | pointwise_weights.allocator()->free(); |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 92 | pointwise_biases.allocator()->free(); |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 93 | dst.allocator()->free(); |
| 94 | } |
| 95 | |
| 96 | private: |
| 97 | TensorType src{}; |
| 98 | TensorType depthwise_weights{}; |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 99 | TensorType depthwise_biases{}; |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 100 | TensorType depthwise_out{}; |
| 101 | TensorType pointwise_weights{}; |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 102 | TensorType pointwise_biases{}; |
Giorgio Arena | 93a690e | 2017-08-01 16:09:33 +0100 | [diff] [blame] | 103 | TensorType dst{}; |
| 104 | Function depth_sep_conv_layer{}; |
| 105 | }; |
| 106 | } // namespace test |
| 107 | } // namespace arm_compute |
| 108 | #endif /* ARM_COMPUTE_TEST_DEPTHWISESEPARABLECONVOLUTIONLAYERFIXTURE */ |