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/** |
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* Copyright 2020 Huawei Technologies Co., Ltd |
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* Licensed under the Apache License, Version 2.0 (the "License"); |
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* you may not use this file except in compliance with the License. |
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* You may obtain a copy of the License at |
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* http://www.apache.org/licenses/LICENSE-2.0 |
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* Unless required by applicable law or agreed to in writing, software |
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* distributed under the License is distributed on an "AS IS" BASIS, |
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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* See the License for the specific language governing permissions and |
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* limitations under the License. |
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*/ |
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#include "backend/optimizer/somas/somas_stream.h" |
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namespace mindspore { |
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namespace somas { |
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void SomasStream::ComputeAncestorStreams() { |
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// (Naive) algorithm: for a given stream, compute its ancestors assuming only distance 1 ancestors are known (handles |
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// cycles between streams) |
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std::set<SomasStreamPtr> current_level, temp_level, already_visited; |
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auto thisPtr = std::make_shared<SomasStream>(id_); |
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already_visited.insert(thisPtr); |
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// Initialize current level to distance 2 ancestors |
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for (auto stream1 : ancestor_streams_) { |
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already_visited.insert(stream1); |
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for (auto stream2 : stream1->ancestor_streams_) { |
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if (std::find(already_visited.begin(), already_visited.end(), stream2) == already_visited.end()) |
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current_level.insert(stream2); |
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} |
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} |
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while (!current_level.empty()) { |
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// Push current level into ancestors |
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for (auto stream1 : current_level) { |
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ancestor_streams_.insert(stream1); |
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already_visited.insert(stream1); |
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// Keep next level of this ancestor |
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for (auto stream2 : stream1->ancestor_streams_) { |
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if (std::find(already_visited.begin(), already_visited.end(), stream2) == already_visited.end()) |
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temp_level.insert(stream2); |
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} |
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} |
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current_level.clear(); |
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current_level = temp_level; |
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temp_level.clear(); |
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} |
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} |
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} // namespace somas |
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} // namespace mindspore |