| /* |
| * Copyright (c) 2023 Arm Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #ifndef SRC_DYNAMIC_FUSION_UTILS_UTILS |
| #define SRC_DYNAMIC_FUSION_UTILS_UTILS |
| |
| #include "arm_compute/core/ITensorInfo.h" |
| #include "arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.h" |
| |
| namespace arm_compute |
| { |
| namespace experimental |
| { |
| namespace dynamic_fusion |
| { |
| /** Tensor should have backing memory. @ref MemoryType |
| */ |
| inline bool is_alloc_tensor(const ITensorInfo *tensor_info) |
| { |
| return tensor_info->id() > ITensorInfo::invalid_tensor_id; |
| } |
| |
| /** Tensor should not have backing memory. @ref MemoryType |
| */ |
| inline bool is_noalloc_tensor(const ITensorInfo *tensor_info) |
| { |
| return tensor_info->id() < ITensorInfo::invalid_tensor_id; |
| } |
| |
| /** @ref ITensorInfo has valid id |
| */ |
| inline bool is_valid_tensor(const ITensorInfo *tensor_info) |
| { |
| return tensor_info->has_valid_id(); |
| } |
| |
| /** @ref ITensorInfo has invalid id |
| */ |
| inline bool is_invalid_tensor(const ITensorInfo *tensor_info) |
| { |
| return !is_valid_tensor(tensor_info); |
| } |
| |
| /** Inline function to convert @ref Pool2dAttributes to PoolingLayerInfo |
| */ |
| inline PoolingLayerInfo convert_pool_attr_to_pool_info(const Pool2dAttributes &pool_attr, |
| bool mixed_precision = false, |
| DataLayout data_layout = DataLayout::NHWC) |
| { |
| // Create PadStrideInfo |
| const Size2D stride = pool_attr.stride(); |
| const Padding2D padding = pool_attr.pad(); |
| const PadStrideInfo pad_stride(stride.x(), stride.y(), padding.left, padding.top, |
| arm_compute::DimensionRoundingType::FLOOR); |
| |
| return PoolingLayerInfo(pool_attr.pool_type(), pool_attr.pool_size(), data_layout, pad_stride, |
| pool_attr.exclude_padding(), mixed_precision); |
| } |
| } // namespace dynamic_fusion |
| } // namespace experimental |
| } // namespace arm_compute |
| |
| #endif /* SRC_DYNAMIC_FUSION_UTILS_UTILS */ |