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graphengine/ge/graph/build/memory/hybrid_mem_assigner.cc

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/**
* 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.
*/
#include "graph/build/memory/hybrid_mem_assigner.h"
#include <utility>
#include <vector>
#include "framework/common/debug/ge_log.h"
#include "graph/build/memory/binary_block_mem_assigner.h"
#include "graph/build/memory/max_block_mem_assigner.h"
namespace ge {
HybridMemAssigner::HybridMemAssigner(ge::ComputeGraphPtr compute_graph)
: mem_offset_(0), p2p_mem_offset_(0), compute_graph_(std::move(compute_graph)), priority_assigner_(nullptr) {}
Status HybridMemAssigner::AssignMemory(std::unique_ptr<BlockMemAssigner> &block_assigner, size_t &mem_size) {
vector<int64_t> ranges;
GE_CHECK_NOTNULL(block_assigner);
if (block_assigner->GetMemoryRanges(ranges) != SUCCESS) {
GELOGE(FAILED, "GetMemoryRanges Fail!");
return FAILED;
}
GE_IF_BOOL_EXEC(ranges.empty(), return SUCCESS);
block_assigner->AssignMemoryWithReuse(ranges);
mem_size = block_assigner->GetMemOffset();
return SUCCESS;
}
Status HybridMemAssigner::Assign() {
if (GraphUtils::GetRefMapping(compute_graph_, symbol_to_anchors_, anchor_to_symbol_) != GRAPH_SUCCESS) {
GELOGE(FAILED, "Get ref-mapping for graph %s failed.", compute_graph_->GetName().c_str());
return FAILED;
}
std::unique_ptr<BlockMemAssigner> binary_assigner(new (std::nothrow) BinaryBlockMemAssigner(
compute_graph_, anchor_to_symbol_, symbol_to_anchors_));
GE_CHECK_NOTNULL(binary_assigner);
std::unique_ptr<BlockMemAssigner> max_assigner(new (std::nothrow) MaxBlockMemAssigner(
compute_graph_, anchor_to_symbol_, symbol_to_anchors_));
GE_CHECK_NOTNULL(max_assigner);
size_t bin_mem_size = 0;
size_t max_mem_size = 0;
GE_CHK_STATUS_RET(AssignMemory(binary_assigner, bin_mem_size), "BinaryBlock Method AssignMemory Fail!");
GE_CHK_STATUS_RET(AssignMemory(max_assigner, max_mem_size), "MaxBlock Method AssignMemory Fail!");
std::unique_ptr<BlockMemAssigner> priority_assigner;
GELOGD("Binary-block memory size:%zu, max-block memory size:%zu", bin_mem_size, max_mem_size);
if (bin_mem_size <= max_mem_size) {
GELOGD("Use binary-block memory assigner method");
priority_assigner = std::move(binary_assigner);
} else {
GELOGI("Use max-block memory assigner method");
priority_assigner = std::move(max_assigner);
}
priority_assigner->SetOpMemOffset(false);
mem_offset_ = priority_assigner->GetMemOffset();
p2p_mem_offset_ = priority_assigner->GetP2PMemOffset();
priority_assigner_ = std::move(priority_assigner);
return SUCCESS;
}
} // namespace ge