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Diffstat (limited to 'compiler/nnc/include/passes/optimizations/FuseArithmeticOps.h')
-rw-r--r-- | compiler/nnc/include/passes/optimizations/FuseArithmeticOps.h | 44 |
1 files changed, 44 insertions, 0 deletions
diff --git a/compiler/nnc/include/passes/optimizations/FuseArithmeticOps.h b/compiler/nnc/include/passes/optimizations/FuseArithmeticOps.h new file mode 100644 index 000000000..ae39e4c29 --- /dev/null +++ b/compiler/nnc/include/passes/optimizations/FuseArithmeticOps.h @@ -0,0 +1,44 @@ +/* + * 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 NNCC_FUSE_ARITHMETIC_OPS_H +#define NNCC_FUSE_ARITHMETIC_OPS_H + +#include "pass/Pass.h" +#include "pass/PassData.h" + +namespace nnc +{ + +/** + * @brief Main purpose of this pass - is to fuse 'Conv->BatchNorm' into 'Conv' + * Currently 'BatchNorm' split by NNC frontends into 'Scale->Scale->BiasAdd' + * This optimization performs in two steps (repeated while graph changing): + * 1. Fuse two successive operations with constant weights into one (ex: 'Scale->Scale' becomes + * 'Scale') + * 2. Sink 'BiasAdd' through 'Scale' (so 'Conv->BiasAdd->Scale' becomes 'Conv->Scale->BiasAdd') + */ +class FuseArithmeticOps : public Pass +{ +public: + PassData run(PassData data) override; + + std::string getName() override { return "FuseArithmeticOps"; } +}; + +} // namespace nnc + +#endif // NNCC_FUSE_ARITHMETIC_OPS_H |