giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 1 | /* |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2021 Arm Limited. |
giuros01 | 1887081 | 2018-09-13 09:31:40 +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_CLROIALIGNLAYER_H |
| 25 | #define ARM_COMPUTE_CLROIALIGNLAYER_H |
giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 26 | |
| 27 | #include "arm_compute/core/CL/ICLArray.h" |
giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 28 | #include "arm_compute/runtime/CL/ICLSimpleFunction.h" |
| 29 | |
| 30 | namespace arm_compute |
| 31 | { |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 32 | class CLCompileContext; |
giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 33 | class ICLTensor; |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 34 | class ROIPoolingLayerInfo; |
| 35 | class ITensorInfo; |
giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 36 | |
| 37 | /** Basic function to run @ref CLROIAlignLayerKernel. |
| 38 | * |
| 39 | * This function calls the following OpenCL kernels: |
| 40 | * -# @ref CLROIAlignLayerKernel |
| 41 | * |
| 42 | */ |
| 43 | class CLROIAlignLayer : public ICLSimpleFunction |
| 44 | { |
| 45 | public: |
| 46 | /** Set the input and output tensors. |
| 47 | * |
Teresa Charlin | 6268742 | 2021-04-28 10:58:49 +0100 | [diff] [blame] | 48 | * Valid data layouts: |
| 49 | * - All |
| 50 | * |
| 51 | * Valid data type configurations: |
| 52 | * |src0 |src1 |dst | |
| 53 | * |:--------------|:--------------|:--------------| |
| 54 | * |F16 |F16 |F16 | |
| 55 | * |F32 |F32 |F32 | |
| 56 | * |QASYMM8 |QASYMM16 |QASYMM8 | |
| 57 | * |QASYMM8_SIGNED |QASYMM16 |QASYMM8_SIGNED | |
| 58 | * |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 59 | * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. |
Manuel Bottini | 60f0a41 | 2018-10-24 17:27:02 +0100 | [diff] [blame] | 60 | * @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 |
Michele Di Giorgio | 578a9fc | 2019-08-23 11:49:04 +0100 | [diff] [blame] | 61 | * as coordinate of an image and batch_id of ROI [ batch_id, x1, y1, x2, y2 ]. |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 62 | * Data types supported: QASYMM16 with scale of 0.125 and 0 offset if @p input is QASYMM8/QASYMM8_SIGNED, otherwise same as @p input |
giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 63 | * @param[out] output Destination tensor. Data types supported: Same as @p input. |
| 64 | * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. |
| 65 | * |
| 66 | * @note The x and y dimensions of @p output tensor must be the same as @p pool_info 's pooled |
| 67 | * width and pooled height. |
| 68 | * @note The z dimensions of @p output tensor and @p input tensor must be the same. |
| 69 | * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois array. |
| 70 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 71 | void |
| 72 | configure(const ICLTensor *input, const ICLTensor *rois, ICLTensor *output, const ROIPoolingLayerInfo &pool_info); |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 73 | /** Set the input and output tensors. |
| 74 | * |
| 75 | * @param[in] compile_context The compile context to be used. |
| 76 | * @param[in] input Source tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. |
| 77 | * @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 |
| 78 | * as coordinate of an image and batch_id of ROI [ batch_id, x1, y1, x2, y2 ]. |
| 79 | * Data types supported: QASYMM16 with scale of 0.125 and 0 offset if @p input is QASYMM8/QASYMM8_SIGNED, otherwise same as @p input |
| 80 | * @param[out] output Destination tensor. Data types supported: Same as @p input. |
| 81 | * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. |
| 82 | * |
| 83 | * @note The x and y dimensions of @p output tensor must be the same as @p pool_info 's pooled |
| 84 | * width and pooled height. |
| 85 | * @note The z dimensions of @p output tensor and @p input tensor must be the same. |
| 86 | * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois array. |
| 87 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 88 | void configure(const CLCompileContext &compile_context, |
| 89 | const ICLTensor *input, |
| 90 | const ICLTensor *rois, |
| 91 | ICLTensor *output, |
| 92 | const ROIPoolingLayerInfo &pool_info); |
giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 93 | /** Static function to check if given info will lead to a valid configuration of @ref CLROIAlignLayer |
| 94 | * |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 95 | * @param[in] input Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. |
| 96 | * @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, |
Michele Di Giorgio | 578a9fc | 2019-08-23 11:49:04 +0100 | [diff] [blame] | 97 | * otherwise same as @p input |
| 98 | * @param[in] output Destination tensor info. Data types supported: Same as @p input. |
| 99 | * @param[in] pool_info Contains pooling operation information described in @ref ROIPoolingLayerInfo. |
giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 100 | * |
| 101 | * @note The x and y dimensions of @p output tensor must be the same as @p pool_info 's pooled |
| 102 | * width and pooled height. |
| 103 | * @note The z dimensions of @p output tensor and @p input tensor must be the same. |
| 104 | * @note The fourth dimension of @p output tensor must be the same as the number of elements in @p rois array. |
| 105 | * |
| 106 | * @return a Status |
| 107 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 108 | static Status validate(const ITensorInfo *input, |
| 109 | const ITensorInfo *rois, |
| 110 | ITensorInfo *output, |
| 111 | const ROIPoolingLayerInfo &pool_info); |
giuros01 | 1887081 | 2018-09-13 09:31:40 +0100 | [diff] [blame] | 112 | }; |
| 113 | } // namespace arm_compute |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 114 | #endif /* ARM_COMPUTE_CLROIALIGNLAYER_H */ |