Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 1 | /* |
Sheri Zhang | ac6499a | 2021-02-10 15:32:38 +0000 | [diff] [blame] | 2 | * Copyright (c) 2019-2021 Arm Limited. |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +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 | */ |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 24 | #ifndef ARM_COMPUTE_NEROIALIGNLAYER_H |
| 25 | #define ARM_COMPUTE_NEROIALIGNLAYER_H |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 26 | |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 27 | #include "arm_compute/core/Types.h" |
| 28 | #include "arm_compute/runtime/NEON/INESimpleFunctionNoBorder.h" |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 29 | |
| 30 | namespace arm_compute |
| 31 | { |
| 32 | class ITensor; |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 33 | class ITensorInfo; |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 34 | |
Michele Di Giorgio | 33f41fa | 2021-03-09 14:09:08 +0000 | [diff] [blame] | 35 | /** Basic function to run @ref NEROIAlignLayerKernel. */ |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 36 | class NEROIAlignLayer : public INESimpleFunctionNoBorder |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 37 | { |
| 38 | public: |
| 39 | /** Set the input and output tensors. |
| 40 | * |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 41 | * Valid data layouts: |
| 42 | * - All |
| 43 | * |
| 44 | * Valid data type configurations: |
| 45 | * |src0 |src1 |dst | |
| 46 | * |:--------------|:--------------|:--------------| |
| 47 | * |F16 |F16 |F16 | |
| 48 | * |F32 |F32 |F32 | |
| 49 | * |QASYMM8 |QASYMM16 |QASYMM8 | |
| 50 | * |QASYMM8_SIGNED |QASYMM16 |QASYMM8_SIGNED | |
| 51 | * |
Sheri Zhang | 3327def | 2020-09-22 15:51:37 +0100 | [diff] [blame] | 52 | * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 53 | * @param[in] rois ROIs tensor, it is a 2D tensor of size [5, N] (where N is the number of ROIs) containing top left and bottom right corner |
Pablo Tello | ebe2e8c | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 54 | * as coordinate of an image and batch_id of ROI [ batch_id, x1, y1, x2, y2 ]. |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 55 | * Data types supported: QASYMM16 with scale of 0.125 and 0 offset if @p input is QASYMM8/QASYMM8_SIGNED, otherwise same as @p input |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 56 | * @param[out] output Destination tensor. Data types supported: Same as @p input. |
| 57 | * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. |
| 58 | * |
| 59 | * @note The x and y dimensions of @p output tensor must be the same as @p pool_info 's pooled |
| 60 | * width and pooled height. |
| 61 | * @note The z dimensions of @p output tensor and @p input tensor must be the same. |
| 62 | * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois array. |
| 63 | */ |
| 64 | void configure(const ITensor *input, const ITensor *rois, ITensor *output, const ROIPoolingLayerInfo &pool_info); |
Pablo Tello | ebe2e8c | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 65 | /** Static function to check if given info will lead to a valid configuration of @ref NEROIAlignLayerKernel |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 66 | * |
Sheri Zhang | 3327def | 2020-09-22 15:51:37 +0100 | [diff] [blame] | 67 | * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 68 | * @param[in] rois ROIs tensor info. Data types supported: QASYMM16 with scale of 0.125 and 0 offset if @p input is QASYMM8/QASYMM8_SIGNED, |
Pablo Tello | ebe2e8c | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 69 | * otherwise same as @p input |
Pablo Tello | d75f9e9 | 2019-08-23 16:26:26 +0100 | [diff] [blame] | 70 | * @param[in] output Destination tensor info. Data types supported: Same as @p input. |
| 71 | * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. |
| 72 | * |
| 73 | * @note The x and y dimensions of @p output tensor must be the same as @p pool_info 's pooled |
| 74 | * width and pooled height. |
| 75 | * @note The z dimensions of @p output tensor and @p input tensor must be the same. |
| 76 | * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois array. |
| 77 | * |
| 78 | * @return a Status |
| 79 | */ |
| 80 | static Status validate(const ITensorInfo *input, const ITensorInfo *rois, ITensorInfo *output, const ROIPoolingLayerInfo &pool_info); |
| 81 | }; |
| 82 | } // namespace arm_compute |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 83 | #endif /* ARM_COMPUTE_NEROIALIGNLAYER_H */ |