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Paddle/paddle/fluid/operators/enqueue_op.cc

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// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
//
// 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 <string>
#include <vector>
#include "paddle/fluid/framework/lod_tensor.h"
#include "paddle/fluid/framework/op_registry.h"
#include "paddle/fluid/framework/operator.h"
#include "paddle/fluid/framework/var_type.h"
#include "paddle/fluid/operators/reader/lod_tensor_blocking_queue.h"
using LoDTensor = paddle::framework::LoDTensor;
using LoDTensorBlockingQueueHolder =
paddle::operators::reader::LoDTensorBlockingQueueHolder;
namespace paddle {
namespace operators {
class EnqueueOp : public framework::OperatorBase {
public:
EnqueueOp(const std::string& type, const framework::VariableNameMap& inputs,
const framework::VariableNameMap& outputs,
const framework::AttributeMap& attrs)
: OperatorBase(type, inputs, outputs, attrs) {}
private:
void RunImpl(const framework::Scope& scope,
const platform::Place& dev_place) const override {
const std::string& queue_name = Attr<std::string>("queue_name");
auto* queue_holder_var = scope.FindVar(queue_name);
PADDLE_ENFORCE_NOT_NULL(
queue_holder_var,
platform::errors::NotFound(
"No LoDTensorBlockingQueueHolder variable with name %s found.",
queue_name));
const std::string& var_name = Input("X");
auto* in_var = scope.FindVar(var_name);
PADDLE_ENFORCE_NOT_NULL(
in_var, platform::errors::NotFound("No variable with name %s found.",
var_name));
auto* in_tensor = in_var->GetMutable<LoDTensor>();
auto* queue_holder =
queue_holder_var->template GetMutable<LoDTensorBlockingQueueHolder>();
std::vector<LoDTensor> lod_tensor_vec;
lod_tensor_vec.emplace_back(*in_tensor);
queue_holder->GetQueue()->Push(lod_tensor_vec);
}
};
class EnqueueOpMaker : public framework::OpProtoAndCheckerMaker {
public:
void Make() override {
AddInput("X", "`lod_tensor` to enqueue");
AddAttr<std::string>("queue_name",
"Name of the `LoDTensorBlockingQueueHolder` variable");
AddComment(R"DOC(
Enqueue operator.
)DOC");
}
};
} // namespace operators
} // namespace paddle
namespace ops = ::paddle::operators;
REGISTER_OP_WITHOUT_GRADIENT(enqueue, ops::EnqueueOp, ops::EnqueueOpMaker);