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graphengine/ge/graph/passes/multi_batch_pass.h

75 lines
3.1 KiB

/**
* Copyright 2020 Huawei Technologies Co., Ltd
*
* 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 GE_GRAPH_PASSES_MULTI_BATCH_PASS_H_
#define GE_GRAPH_PASSES_MULTI_BATCH_PASS_H_
#include <string>
#include <vector>
#include "inc/graph_pass.h"
namespace ge {
class MultiBatchPass : public GraphPass {
public:
explicit MultiBatchPass(bool attach_label_only = false) : attach_label_only_(attach_label_only) {}
~MultiBatchPass() override = default;
Status Run(ComputeGraphPtr graph) override;
Status ClearStatus() override;
private:
Status FindPredValue(const ComputeGraphPtr &graph, OutDataAnchorPtr &pred_value);
Status GetDynamicType();
bool CheckSwitchN(std::vector<std::vector<int64_t>> &batch_shape, std::vector<std::vector<int64_t>> &combined_batch);
bool GetBatchInfo(uint32_t batch_num, std::vector<std::vector<int64_t>> &batch_shape,
std::vector<std::vector<int64_t>> &combined_batch);
Status FindSwitchOutNodes(uint32_t batch_num);
Status ReplaceSwitchN(const ComputeGraphPtr &graph, const OutDataAnchorPtr &pred_value,
const std::vector<std::vector<int64_t>> &batch_shape,
const std::vector<std::vector<int64_t>> &combined_batch);
bool CheckDims(const std::vector<std::vector<int64_t>> &output_shape) const;
NodePtr CreateSwitchCaseNode(const ComputeGraphPtr &graph, const std::string &name,
const OutDataAnchorPtr &pred_value,
const std::vector<std::vector<int64_t>> &batch_shape,
const std::vector<std::vector<int64_t>> &combined_batch);
Status BypassSwitchN(const NodePtr &switch_n_node, const NodePtr &switch_case_node);
Status AttachLabel(const NodePtr &switch_case_node);
Status AttachBatchLabel(uint32_t batch_idx);
Status AttachStreamLabel(uint32_t batch_idx, const std::string &stream_label);
Status MoveCtrlEdges(const NodePtr &old_node, const NodePtr &new_node);
Status AttachLabelOnly(uint32_t batch_num);
Status GetUserDesignateShape();
///
/// @ingroup ge
/// @brief Set batch label for Case mode.
/// @param [in] const ComputeGraphPtr &graph: Root/Case graph.
/// @param [in] const NodePtr &case_node: Case Node.
/// @return 0: SUCCESS / others: FAILED
///
Status SetCaseLabel(const ComputeGraphPtr &graph, const NodePtr &case_node);
std::vector<NodePtr> switch_n_nodes_;
std::vector<NodePtr> bypass_nodes_;
std::vector<std::vector<NodePtr>> batch_head_nodes_;
std::vector<std::string> data_name_order_;
int32_t dynamic_type_ = 0;
bool attach_label_only_;
};
} // namespace ge
#endif // GE_GRAPH_PASSES_MULTI_BATCH_PASS_H_