提交 16ecead8 编写于 作者: T tangwei12

load op optimize

上级 49c2d0c5
// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
//
/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
......@@ -35,6 +36,8 @@ class LoadOp : public framework::OperatorBase {
auto *dev_ctx = platform::DeviceContextPool::Instance().Get(place);
platform::RecordEvent record_event(Type(), dev_ctx);
// FIXME(yuyang18): We save variable to local file now, but we should change
// it to save an output stream.
auto filename = Attr<std::string>("file_path");
std::ifstream fin(filename);
PADDLE_ENFORCE(static_cast<bool>(fin), "Cannot open file %s for load op",
......@@ -46,31 +49,23 @@ class LoadOp : public framework::OperatorBase {
out_var_name);
if (out_var->IsType<framework::LoDTensor>()) {
LoadLodTensor(filename, place, out_var);
LoadLodTensor(fin, place, out_var);
} else if (out_var->IsType<framework::SelectedRows>()) {
LoadSelectedRows(filename, scope, place, out_var);
LoadSelectedRows(fin, place, out_var);
} else {
PADDLE_ENFORCE(
false,
"Load only support LoDTensor and SelectedRows, %s has wrong type",
out_var_name);
}
}
}
void LoadLodTensor(const std::string &filename, const platform::Place &place,
void LoadLodTensor(std::istream &fin, const platform::Place &place,
framework::Variable *var) const {
// get device context from pool
platform::DeviceContextPool &pool = platform::DeviceContextPool::Instance();
auto &dev_ctx = *pool.Get(place);
// FIXME(yuyang18): We save variable to local file now, but we should change
// it to save an output stream.
std::ifstream fin(filename);
PADDLE_ENFORCE(static_cast<bool>(fin), "Cannot open %s to read",
filename);
auto *tensor = var->GetMutable<framework::LoDTensor>();
auto *tensor = var->GetMutable<framework::LoDTensor>();
DeserializeFromStream(fin, tensor, dev_ctx);
auto load_as_fp16 = Attr<bool>("load_as_fp16");
......@@ -92,25 +87,15 @@ class LoadOp : public framework::OperatorBase {
tensor = var->GetMutable<framework::LoDTensor>();
tensor->set_lod(fp16_tensor.lod());
tensor->ShareDataWith(fp16_tensor);
}
}
}
void LoadSelectedRows(const std::string &filename,
const framework::Scope &scope,
const platform::Place &place,
void LoadSelectedRows(std::istream &fin, const platform::Place &place,
framework::Variable *var) const {
auto *selectedRows = var->GetMutable<framework::SelectedRows>();
// get device context from pool
platform::DeviceContextPool &pool = platform::DeviceContextPool::Instance();
auto &dev_ctx = *pool.Get(place);
// FIXME(yuyang18): We save variable to local file now, but we should change
// it to save an output stream.
std::ifstream fin(filename);
PADDLE_ENFORCE(static_cast<bool>(fin), "Cannot open %s to read",
filename);
framework::DeserializeFromStream(fin, selectedRows, dev_ctx);
}
};
......
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