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Diffstat (limited to 'compiler/loco/include/loco/IR/DepthwiseFilterCodec.h')
-rw-r--r-- | compiler/loco/include/loco/IR/DepthwiseFilterCodec.h | 69 |
1 files changed, 69 insertions, 0 deletions
diff --git a/compiler/loco/include/loco/IR/DepthwiseFilterCodec.h b/compiler/loco/include/loco/IR/DepthwiseFilterCodec.h new file mode 100644 index 000000000..0d9286b46 --- /dev/null +++ b/compiler/loco/include/loco/IR/DepthwiseFilterCodec.h @@ -0,0 +1,69 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#ifndef __LOCO_IR_DEPTHWISE_FILTER_CODEC_H__ +#define __LOCO_IR_DEPTHWISE_FILTER_CODEC_H__ + +#include "loco/IR/DepthwiseFilterShape.h" +#include "loco/IR/DepthwiseFilterIndex.h" + +#include "loco/IR/TensorShape.h" +#include "loco/IR/TensorIndex.h" + +namespace loco +{ + +/** + * @brief Describe how to build a depthwise convolution filter from a tensor + * + * Let us assume that "enc" is a depthwise filter encoder. + * + * Given a tensor "inp" and its shape "inp.shape", "enc" builds a depthwise filter + * "out" as follows: + * + * for each valid filter_index for enc.shape(inp.shape) + * out.at(filter_index) = inp.at(enc.value(filter_index)) + */ +struct DepthwiseFilterEncoder +{ + virtual ~DepthwiseFilterEncoder() = default; + + virtual DepthwiseFilterShape shape(const TensorShape &shape) const = 0; + virtual TensorIndex value(const DepthwiseFilterIndex &index) const = 0; +}; + +/** + * @brief Describe how to build a tensor from a depthwise convolution filter + * + * Let us assume that "dec" is a depthwise filter decoder. + * + * Given a depthwise filter "inp" and its shape "inp.shape", "dec" builds a tensor + * "out" as follows: + * + * for each valid tensor_index for dec.shape(inp.shape) + * out.at(tensor_index) = inp.at(dec.value(tensor_index)) + */ +struct DepthwiseFilterDecoder +{ + virtual ~DepthwiseFilterDecoder() = default; + + virtual TensorShape shape(const DepthwiseFilterShape &shape) const = 0; + virtual DepthwiseFilterIndex value(const TensorIndex &index) const = 0; +}; + +} // namespace loco + +#endif // __LOCO_IR_DEPTHWISE_FILTER_CODEC_H__ |