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Diffstat (limited to 'src/dynamic_fusion/utils/Utils.h')
-rw-r--r-- | src/dynamic_fusion/utils/Utils.h | 83 |
1 files changed, 83 insertions, 0 deletions
diff --git a/src/dynamic_fusion/utils/Utils.h b/src/dynamic_fusion/utils/Utils.h new file mode 100644 index 0000000000..3f4a2edd03 --- /dev/null +++ b/src/dynamic_fusion/utils/Utils.h @@ -0,0 +1,83 @@ +/* + * 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 */ |