Gunes Bayir | 3a1e125 | 2023-01-03 21:26:09 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2023 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 | #ifndef SRC_DYNAMIC_FUSION_UTILS_UTILS |
| 25 | #define SRC_DYNAMIC_FUSION_UTILS_UTILS |
| 26 | |
| 27 | #include "arm_compute/core/ITensorInfo.h" |
Mohammed Suhail Munshi | a18d85c | 2023-01-03 10:16:16 +0000 | [diff] [blame] | 28 | #include "arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.h" |
Gunes Bayir | 3a1e125 | 2023-01-03 21:26:09 +0000 | [diff] [blame] | 29 | |
| 30 | namespace arm_compute |
| 31 | { |
| 32 | namespace experimental |
| 33 | { |
| 34 | namespace dynamic_fusion |
| 35 | { |
SiCong Li | 5a2bc01 | 2023-01-12 12:54:49 +0000 | [diff] [blame^] | 36 | /** Tensor should have backing memory. @ref MemoryType |
| 37 | */ |
| 38 | inline bool is_alloc_tensor(const ITensorInfo *tensor_info) |
Gunes Bayir | 3a1e125 | 2023-01-03 21:26:09 +0000 | [diff] [blame] | 39 | { |
| 40 | return tensor_info->id() > ITensorInfo::invalid_tensor_id; |
| 41 | } |
| 42 | |
SiCong Li | 5a2bc01 | 2023-01-12 12:54:49 +0000 | [diff] [blame^] | 43 | /** Tensor should not have backing memory. @ref MemoryType |
| 44 | */ |
| 45 | inline bool is_noalloc_tensor(const ITensorInfo *tensor_info) |
Gunes Bayir | 3a1e125 | 2023-01-03 21:26:09 +0000 | [diff] [blame] | 46 | { |
| 47 | return tensor_info->id() < ITensorInfo::invalid_tensor_id; |
| 48 | } |
| 49 | |
SiCong Li | 5a2bc01 | 2023-01-12 12:54:49 +0000 | [diff] [blame^] | 50 | /** @ref ITensorInfo has valid id |
| 51 | */ |
Mohammed Suhail Munshi | a18d85c | 2023-01-03 10:16:16 +0000 | [diff] [blame] | 52 | inline bool is_valid_tensor(const ITensorInfo *tensor_info) |
Gunes Bayir | 3a1e125 | 2023-01-03 21:26:09 +0000 | [diff] [blame] | 53 | { |
| 54 | return tensor_info->has_valid_id(); |
| 55 | } |
| 56 | |
SiCong Li | 5a2bc01 | 2023-01-12 12:54:49 +0000 | [diff] [blame^] | 57 | /** @ref ITensorInfo has invalid id |
| 58 | */ |
Mohammed Suhail Munshi | a18d85c | 2023-01-03 10:16:16 +0000 | [diff] [blame] | 59 | inline bool is_invalid_tensor(const ITensorInfo *tensor_info) |
Gunes Bayir | 3a1e125 | 2023-01-03 21:26:09 +0000 | [diff] [blame] | 60 | { |
| 61 | return !is_valid_tensor(tensor_info); |
| 62 | } |
Mohammed Suhail Munshi | a18d85c | 2023-01-03 10:16:16 +0000 | [diff] [blame] | 63 | |
| 64 | /** Inline function to convert @ref Pool2dAttributes to PoolingLayerInfo |
| 65 | */ |
| 66 | inline PoolingLayerInfo convert_pool_attr_to_pool_info(const Pool2dAttributes &pool_attr, bool mixed_precision = false, DataLayout data_layout = DataLayout::NHWC) |
| 67 | { |
| 68 | // Create PadStrideInfo |
| 69 | const Size2D stride = pool_attr.stride(); |
| 70 | const Padding2D padding = pool_attr.pad(); |
| 71 | const PadStrideInfo pad_stride(stride.x(), stride.y(), padding.left, padding.top, arm_compute::DimensionRoundingType::FLOOR); |
| 72 | |
| 73 | return PoolingLayerInfo(pool_attr.pool_type(), pool_attr.pool_size(), data_layout, pad_stride, pool_attr.exclude_padding(), mixed_precision); |
| 74 | } |
Gunes Bayir | 3a1e125 | 2023-01-03 21:26:09 +0000 | [diff] [blame] | 75 | } |
| 76 | } |
| 77 | } |
| 78 | |
| 79 | #endif /* SRC_DYNAMIC_FUSION_UTILS_UTILS */ |