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@ -31,24 +31,39 @@ class FetchOp : public framework::OperatorBase {
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private:
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void RunImpl(const framework::Scope &scope,
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const platform::Place &place) const override {
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OP_INOUT_CHECK(HasInputs("X"), "Input", "X", "Fetch");
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OP_INOUT_CHECK(HasOutputs("Out"), "Output", "Out", "Fetch");
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auto fetch_var_name = Input("X");
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auto *fetch_var = scope.FindVar(fetch_var_name);
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PADDLE_ENFORCE(fetch_var != nullptr,
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"Cannot find fetch variable in scope, fetch_var_name is %s",
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fetch_var_name);
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PADDLE_ENFORCE_NOT_NULL(
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fetch_var,
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platform::errors::NotFound(
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"Input variable(%s) cannot be found in scope for operator 'Fetch'.",
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fetch_var_name));
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auto out_name = this->Output("Out");
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auto out_name = Output("Out");
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auto *out_var = scope.FindVar(out_name);
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PADDLE_ENFORCE(out_var != nullptr,
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"Cannot find out_var in scope, out_var_name is %s",
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out_name);
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auto col = static_cast<size_t>(Attr<int>("col"));
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PADDLE_ENFORCE_NOT_NULL(out_var, platform::errors::NotFound(
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"Output variable(%s) cannot be found "
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"in scope for operator 'Fetch'.",
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out_name));
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int col = Attr<int>("col");
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PADDLE_ENFORCE_GE(
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col, 0, platform::errors::InvalidArgument(
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"Expected the column index (the attribute 'col' of "
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"operator 'Fetch') of current fetching variable to be "
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"no less than 0. But received column index = %d.",
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col));
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VLOG(3) << "Fetch variable " << fetch_var_name << " to variable "
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<< out_name << "'s " << col << " column.";
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auto *fetch_list = out_var->GetMutable<framework::FeedFetchList>();
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auto &src_item = fetch_var->Get<framework::FeedFetchType>();
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if (col >= fetch_list->size()) {
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if (static_cast<size_t>(col) >= fetch_list->size()) {
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fetch_list->resize(col + 1);
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}
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auto &dst_item = fetch_list->at(col);
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@ -81,17 +96,19 @@ class FetchOp : public framework::OperatorBase {
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dst_item.Resize({0});
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}
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dst_item.set_lod(src_item.lod());
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VLOG(3) << "Fetch variable " << fetch_var_name << " to " << out_name;
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}
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};
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class FetchOpInfoMaker : public framework::OpProtoAndCheckerMaker {
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public:
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void Make() override {
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AddInput("X", "The input of fetch op");
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AddOutput("Out", "The output of fetch op");
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AddAttr<int>("col", "(int) The column of fetch");
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AddInput("X",
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"(LoDTensor) The resulted LoDTensor which is expected to return "
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"to users.");
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AddOutput("Out",
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"(vector<LoDTensor>) A fetching list of LoDTensor which may have "
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"different dimension, shape and data type.");
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AddAttr<int>("col", "(int) The column index of fetching object.");
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AddComment(R"DOC(
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Fetch Operator.
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