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Diffstat (limited to 'compiler/loco/include/loco/IR/Domain.h')
-rw-r--r-- | compiler/loco/include/loco/IR/Domain.h | 53 |
1 files changed, 53 insertions, 0 deletions
diff --git a/compiler/loco/include/loco/IR/Domain.h b/compiler/loco/include/loco/IR/Domain.h new file mode 100644 index 000000000..823bc1833 --- /dev/null +++ b/compiler/loco/include/loco/IR/Domain.h @@ -0,0 +1,53 @@ +/* + * 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_DOMAIN_H__ +#define __LOCO_IR_DOMAIN_H__ + +namespace loco +{ + +/** + * @brief Describe the kind of (N-dimensional) loco values + * + * loco is an intermediate representation for neural network compiler, which mainly focuses on + * N-dimensional values (usually referred to as Tensor). + * + * There are several special cases for N-dimensional values according to its usage. For example, + * vision community often refers to 4D array as "FeatureMap". + * + * It is definitely possible to represent all of these special cases using Tensor, but that scheme + * may introduces some confusion (e.g. NCHW vs NHWC issue). + * + * loco distinguishes these special cases from Tensor in order to reduce such confusion. + * + * This "Domain" enum class enumerates all of these special cases that loco supports. + */ +enum class Domain +{ + Unknown, + Tensor, + Feature, + Filter, /* 2D Convolution Filter */ + DepthwiseFilter, /* Depthwise 2D Convolution Filter */ + Bias, + Matrix, + /* ... */ +}; + +} // namespace loco + +#endif // __LOCO_IR_DOMAIN_H__ |