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@ -323,74 +323,76 @@ class CompileTimeInferShapeContext : public InferShapeContextBase {
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CompileTimeInferShapeContext(const OpDescBind& op, const BlockDescBind& block)
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: op_(op), block_(block) {}
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bool HasInput(const std::string& name) const {
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bool HasInput(const std::string& name) const override {
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const std::vector<std::string>& input_names = op_.Input(name);
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PADDLE_ENFORCE_EQ(input_names.size(), 1UL, "Inputs(%s) length is not 1",
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name);
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return block_.HasVar(input_names[0]);
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}
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bool HasOutput(const std::string& name) const {
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bool HasOutput(const std::string& name) const override {
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const std::vector<std::string>& output_names = op_.Output(name);
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PADDLE_ENFORCE_EQ(output_names.size(), 1UL, "Outputs(%s) length is not 1",
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name);
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return block_.HasVar(output_names[0]);
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}
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bool HasInputs(const std::string& name) const {
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bool HasInputs(const std::string& name) const override {
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const std::vector<std::string>& input_names = op_.Input(name);
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PADDLE_ENFORCE_GT(input_names.size(), 0UL, "Inputs(%s) length is 0", name);
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PADDLE_ENFORCE(!input_names.empty(), "Inputs(%s) length is 0", name);
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for (auto& input : input_names) {
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if (!block_.HasVar(input)) return false;
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}
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return true;
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}
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bool HasOutputs(const std::string& name) const {
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bool HasOutputs(const std::string& name) const override {
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const std::vector<std::string>& output_names = op_.Output(name);
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PADDLE_ENFORCE_GT(output_names.size(), 0UL, "Inputs(%s) length is 0", name);
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PADDLE_ENFORCE(!output_names.empty(), "Inputs(%s) length is 0", name);
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for (auto& output : output_names) {
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if (!block_.HasVar(output)) return false;
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}
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return true;
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}
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DDim GetInputDim(const std::string& name) const {
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DDim GetInputDim(const std::string& name) const override {
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std::vector<DDim> ddims = GetInputsDim(name);
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PADDLE_ENFORCE_EQ(ddims.size(), 1UL, "Inputs(%s) length is not 1", name);
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return ddims[0];
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}
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void SetInputDim(const std::string& name, const DDim& dim) {
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void SetInputDim(const std::string& name, const DDim& dim) override {
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SetInputsDim(name, {dim});
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}
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DDim GetOutputDim(const std::string& name) const {
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DDim GetOutputDim(const std::string& name) const override {
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std::vector<DDim> ddims = GetOutputsDim(name);
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PADDLE_ENFORCE_EQ(ddims.size(), 1UL, "Outputs(%s) length is not 1", name);
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return ddims[0];
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}
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void SetOutputDim(const std::string& name, const DDim& dim) {
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void SetOutputDim(const std::string& name, const DDim& dim) override {
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SetOutputsDim(name, {dim});
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}
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AttrReader Attrs() const { return AttrReader(op_.GetAttrMap()); }
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AttrReader Attrs() const override { return AttrReader(op_.GetAttrMap()); }
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const std::vector<std::string>& Inputs(const std::string& name) const {
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const std::vector<std::string>& Inputs(
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const std::string& name) const override {
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return op_.Input(name);
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}
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const std::vector<std::string>& Outputs(const std::string& name) const {
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const std::vector<std::string>& Outputs(
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const std::string& name) const override {
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return op_.Output(name);
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}
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private:
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DDim GetDim(const std::string& name) const {
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DDim GetDim(const std::string& name) const override {
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return framework::make_ddim(block_.Var(name)->Shape());
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}
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void SetDim(const std::string& name, const DDim& dim) {
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void SetDim(const std::string& name, const DDim& dim) override {
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block_.Var(name)->SetShape(framework::vectorize(dim));
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}
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@ -403,21 +405,21 @@ class RuntimeInferShapeContext : public InferShapeContextBase {
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RuntimeInferShapeContext(const OperatorBase& op, const Scope& scope)
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: op_(op), scope_(scope) {}
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bool HasInput(const std::string& name) const {
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bool HasInput(const std::string& name) const override {
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auto ipt = op_.Input(name);
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auto* var = ipt == kEmptyVarName ? nullptr : scope_.FindVar(ipt);
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return var != nullptr;
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}
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bool HasOutput(const std::string& name) const {
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bool HasOutput(const std::string& name) const override {
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auto ipt = op_.Output(name);
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auto* var = ipt == kEmptyVarName ? nullptr : scope_.FindVar(ipt);
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return var != nullptr;
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}
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bool HasInputs(const std::string& name) const {
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bool HasInputs(const std::string& name) const override {
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auto inputs = op_.Inputs(name);
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if (inputs.size() == 0UL) {
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if (inputs.empty()) {
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return false;
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}
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for (auto& input : inputs) {
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@ -428,9 +430,9 @@ class RuntimeInferShapeContext : public InferShapeContextBase {
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return true;
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}
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bool HasOutputs(const std::string& name) const {
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bool HasOutputs(const std::string& name) const override {
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auto outputs = op_.Outputs(name);
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if (outputs.size() == 0UL) {
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if (outputs.empty()) {
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return false;
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}
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for (auto& output : outputs) {
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@ -441,29 +443,31 @@ class RuntimeInferShapeContext : public InferShapeContextBase {
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return true;
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}
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DDim GetInputDim(const std::string& name) const {
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DDim GetInputDim(const std::string& name) const override {
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return GetDim(op_.Input(name));
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}
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void SetInputDim(const std::string& name, const DDim& dim) {
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void SetInputDim(const std::string& name, const DDim& dim) override {
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SetDim(op_.Input(name), dim);
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}
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DDim GetOutputDim(const std::string& name) const {
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DDim GetOutputDim(const std::string& name) const override {
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return GetDim(op_.Output(name));
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}
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void SetOutputDim(const std::string& name, const DDim& dim) {
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void SetOutputDim(const std::string& name, const DDim& dim) override {
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SetDim(op_.Output(name), dim);
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}
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AttrReader Attrs() const { return AttrReader(op_.Attrs()); }
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AttrReader Attrs() const override { return AttrReader(op_.Attrs()); }
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const std::vector<std::string>& Inputs(const std::string& name) const {
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const std::vector<std::string>& Inputs(
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const std::string& name) const override {
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return op_.Inputs(name);
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}
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const std::vector<std::string>& Outputs(const std::string& name) const {
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const std::vector<std::string>& Outputs(
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const std::string& name) const override {
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return op_.Outputs(name);
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}
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@ -484,11 +488,11 @@ class RuntimeInferShapeContext : public InferShapeContextBase {
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return t;
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}
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DDim GetDim(const std::string& name) const {
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DDim GetDim(const std::string& name) const override {
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return GetTensor<false>(name)->dims();
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}
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void SetDim(const std::string& name, const DDim& dim) {
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void SetDim(const std::string& name, const DDim& dim) override {
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GetTensor<true>(name)->Resize(dim);
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}
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