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@ -1,4 +1,5 @@
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// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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//
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/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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@ -35,6 +36,8 @@ class LoadOp : public framework::OperatorBase {
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auto *dev_ctx = platform::DeviceContextPool::Instance().Get(place);
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platform::RecordEvent record_event(Type(), dev_ctx);
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// FIXME(yuyang18): We save variable to local file now, but we should change
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// it to save an output stream.
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auto filename = Attr<std::string>("file_path");
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std::ifstream fin(filename);
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PADDLE_ENFORCE(static_cast<bool>(fin), "Cannot open file %s for load op",
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@ -46,31 +49,23 @@ class LoadOp : public framework::OperatorBase {
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out_var_name);
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if (out_var->IsType<framework::LoDTensor>()) {
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LoadLodTensor(filename, place, out_var);
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LoadLodTensor(fin, place, out_var);
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} else if (out_var->IsType<framework::SelectedRows>()) {
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LoadSelectedRows(filename, scope, place, out_var);
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LoadSelectedRows(fin, place, out_var);
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} else {
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PADDLE_ENFORCE(
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false,
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"Load only support LoDTensor and SelectedRows, %s has wrong type",
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out_var_name);
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}
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}
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}
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void LoadLodTensor(const std::string &filename, const platform::Place &place,
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void LoadLodTensor(std::istream &fin, const platform::Place &place,
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framework::Variable *var) const {
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// get device context from pool
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platform::DeviceContextPool &pool = platform::DeviceContextPool::Instance();
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auto &dev_ctx = *pool.Get(place);
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// FIXME(yuyang18): We save variable to local file now, but we should change
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// it to save an output stream.
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std::ifstream fin(filename);
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PADDLE_ENFORCE(static_cast<bool>(fin), "Cannot open %s to read",
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filename);
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auto *tensor = var->GetMutable<framework::LoDTensor>();
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auto *tensor = var->GetMutable<framework::LoDTensor>();
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DeserializeFromStream(fin, tensor, dev_ctx);
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auto load_as_fp16 = Attr<bool>("load_as_fp16");
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@ -92,25 +87,15 @@ class LoadOp : public framework::OperatorBase {
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tensor = var->GetMutable<framework::LoDTensor>();
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tensor->set_lod(fp16_tensor.lod());
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tensor->ShareDataWith(fp16_tensor);
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}
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}
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}
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void LoadSelectedRows(const std::string &filename,
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const framework::Scope &scope,
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const platform::Place &place,
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void LoadSelectedRows(std::istream &fin, const platform::Place &place,
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framework::Variable *var) const {
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auto *selectedRows = var->GetMutable<framework::SelectedRows>();
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// get device context from pool
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platform::DeviceContextPool &pool = platform::DeviceContextPool::Instance();
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auto &dev_ctx = *pool.Get(place);
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// FIXME(yuyang18): We save variable to local file now, but we should change
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// it to save an output stream.
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std::ifstream fin(filename);
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PADDLE_ENFORCE(static_cast<bool>(fin), "Cannot open %s to read",
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filename);
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framework::DeserializeFromStream(fin, selectedRows, dev_ctx);
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}
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};
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