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@ -28,105 +28,24 @@ namespace framework {
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using DeviceContext = platform::DeviceContext;
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class RowWiseAddOpMaker : public OpProtoAndCheckerMaker {
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class OneOneOpMaker : public OpProtoAndCheckerMaker {
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public:
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RowWiseAddOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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OneOneOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("X", "Input X of Add");
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AddInput("b", "Bias of Add");
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AddOutput("Out", "Out of Add");
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AddComment("Add Op");
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AddInput("input", "input");
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AddOutput("output", "output");
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AddComment("Op has one input and one output");
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}
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};
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class RowWiseAddGradMaker : public SingleGradOpDescMaker {
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class TwoOneOpMaker : public OpProtoAndCheckerMaker {
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public:
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using SingleGradOpDescMaker::SingleGradOpDescMaker;
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protected:
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std::unique_ptr<OpDescBind> Apply() const override {
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auto grad_op = new OpDescBind();
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grad_op->SetInput(GradVarName("Out"), OutputGrad("Out"));
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grad_op->SetOutput(GradVarName("X"), InputGrad("X"));
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grad_op->SetOutput(GradVarName("b"), InputGrad("b"));
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grad_op->SetType("rowwise_add_grad");
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return std::unique_ptr<OpDescBind>(grad_op);
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}
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};
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class MulOpMaker : public OpProtoAndCheckerMaker {
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public:
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MulOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("X", "A");
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AddInput("Y", "B");
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AddOutput("Out", "Out");
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AddAttr<int>("x_num_col_dims", "").SetDefault(1).EqualGreaterThan(1);
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AddAttr<int>("y_num_col_dims", "").SetDefault(1).EqualGreaterThan(1);
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AddComment("Mul");
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}
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};
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class SigmoidOpMaker : public OpProtoAndCheckerMaker {
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public:
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SigmoidOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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TwoOneOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("X", "X");
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AddOutput("Out", "Y");
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AddComment("Sigmoid");
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}
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};
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class NoGradOpMaker : public OpProtoAndCheckerMaker {
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public:
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NoGradOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("X", "X input");
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AddOutput("Out", "Y output");
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AddComment("NoGradOp, same input output. no Grad");
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}
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};
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class ManyOutputOpMaker : public OpProtoAndCheckerMaker {
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public:
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ManyOutputOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("x", "x");
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AddOutput("y", "y");
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AddOutput("z", "z");
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AddComment("");
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}
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};
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class FillZeroOpMaker : public OpProtoAndCheckerMaker {
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public:
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FillZeroOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("X", "x");
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AddOutput("Y", "out");
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AddComment("");
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}
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};
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class SumOpMaker : public framework::OpProtoAndCheckerMaker {
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public:
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SumOpMaker(framework::OpProto *proto, framework::OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("X", "the input tensors of sum operator.").AsDuplicable();
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AddOutput("Out", "the output tensor of sum operator.");
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AddComment("");
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}
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};
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class MultInOutOpMaker : public OpProtoAndCheckerMaker {
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public:
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MultInOutOpMaker(OpProto *proto, OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("X", "x");
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AddInput("H", "h");
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AddOutput("Y", "y");
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AddOutput("Z", "z");
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AddComment("");
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AddInput("input_1", "input_1");
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AddInput("input_2", "input_2");
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AddOutput("output", "output");
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AddComment("Op has two inputs and one output");
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}
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};
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@ -135,18 +54,8 @@ class MultInOutOpMaker : public OpProtoAndCheckerMaker {
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namespace f = paddle::framework;
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namespace ops = paddle::operators;
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using EnforceNotMet = paddle::platform::EnforceNotMet;
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REGISTER_OPERATOR(rowwise_add, f::NOP, f::RowWiseAddOpMaker,
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f::RowWiseAddGradMaker);
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REGISTER_OPERATOR(rowwise_add_grad, f::NOP);
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REGISTER_OP(mul, f::NOP, f::MulOpMaker, mul_grad, f::NOP);
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REGISTER_OP(sigmoid, f::NOP, f::SigmoidOpMaker, sigmoid_grad, f::NOP);
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REGISTER_OP_WITHOUT_GRADIENT(nograd, f::NOP, f::NoGradOpMaker);
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REGISTER_OP_WITHOUT_GRADIENT(fill_zeros_like, f::NOP, f::FillZeroOpMaker);
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REGISTER_OP(sum, f::NOP, f::SumOpMaker, sum_grad, f::NOP);
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REGISTER_OP(many_output_op, f::NOP, f::ManyOutputOpMaker, many_output_op_grad,
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f::NOP);
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REGISTER_OP(mult_in_out, f::NOP, f::MultInOutOpMaker, mult_in_out_grad, f::NOP);
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REGISTER_OP_WITHOUT_GRADIENT(one_one, f::NOP, f::OneOneOpMaker);
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REGISTER_OP_WITHOUT_GRADIENT(two_one, f::NOP, f::TwoOneOpMaker);
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void AddOp(const std::string &type, const f::VariableNameMap &inputs,
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const f::VariableNameMap &outputs, f::AttributeMap attrs,
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@ -184,7 +93,7 @@ TEST(Prune, one_operator) {
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f::ProgramDescBind &program = f::ProgramDescBind::Instance(program_desc);
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f::BlockDescBind *block = program.Block(0);
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AddOp("mul", {{"X", {"a"}}, {"Y", {"w1"}}}, {{"Out", {"b"}}}, {}, block);
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AddOp("one_one", {{"input", {"a"}}}, {{"output", {"b"}}}, {}, block);
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f::ProgramDesc *pdesc = program.Proto();
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f::ProgramDesc pruned;
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@ -197,4 +106,58 @@ TEST(Prune, one_operator) {
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PADDLE_ENFORCE_EQ(pruned.blocks(0).ops_size(), 1);
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}
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TEST(Prune, simple_optimize) {}
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TEST(Prune, forward) {
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f::ProgramDesc *program_desc = GetNewProgramDesc();
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f::ProgramDescBind &program = f::ProgramDescBind::Instance(program_desc);
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f::BlockDescBind *block = program.Block(0);
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AddOp("one_one", {{"input", {"a"}}}, {{"output", {"b"}}}, {}, block);
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AddOp("one_one", {{"input", {"b"}}}, {{"output", {"c"}}}, {}, block);
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AddOp("one_one", {{"input", {"c"}}}, {{"output", {"d"}}}, {}, block);
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AddOp("one_one", {{"input", {"d"}}}, {{"output", {"e"}}}, {}, block);
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f::ProgramDesc *pdesc = program.Proto();
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for (int i = 0; i < pdesc->blocks(0).ops_size(); ++i) {
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f::ProgramDesc pruned;
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pdesc->mutable_blocks(0)->mutable_ops(i)->set_is_target(true);
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Prune(*pdesc, pruned, 0);
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PADDLE_ENFORCE_EQ(pruned.blocks(0).ops_size(), i + 1);
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}
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}
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TEST(Prune, multi_input_op) {
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f::ProgramDesc *program_desc = GetNewProgramDesc();
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f::ProgramDescBind &program = f::ProgramDescBind::Instance(program_desc);
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f::BlockDescBind *block = program.Block(0);
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AddOp("one_one", {{"input", {"a0"}}}, {{"output", {"b0"}}}, {}, block);
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AddOp("one_one", {{"input", {"a1"}}}, {{"output", {"b1"}}}, {}, block);
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AddOp("one_one", {{"input", {"a2"}}}, {{"output", {"b2"}}}, {}, block);
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AddOp("three_one", {{"input", {"b0", "b1", "b2"}}}, {{"output", {"c"}}}, {},
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block);
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f::ProgramDesc *pdesc = program.Proto();
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pdesc->mutable_blocks(0)->mutable_ops(3)->set_is_target(true);
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f::ProgramDesc pruned;
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Prune(*pdesc, pruned, 0);
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PADDLE_ENFORCE_EQ(pruned.blocks(0).ops_size(), 4);
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}
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TEST(Prune, multi_output_op) {
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f::ProgramDesc *program_desc = GetNewProgramDesc();
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f::ProgramDescBind &program = f::ProgramDescBind::Instance(program_desc);
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f::BlockDescBind *block = program.Block(0);
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AddOp("one_two", {{"input", {"a"}}}, {{"output", {"b", "c"}}}, {}, block);
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AddOp("one_one", {{"input", {"b"}}}, {{"output", {"b1"}}}, {}, block);
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AddOp("one_one", {{"input", {"c"}}}, {{"output", {"c1"}}}, {}, block);
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f::ProgramDesc *pdesc = program.Proto();
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pdesc->mutable_blocks(0)->mutable_ops(2)->set_is_target(true);
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f::ProgramDesc pruned;
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Prune(*pdesc, pruned, 0);
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PADDLE_ENFORCE_EQ(pruned.blocks(0).ops_size(), 2);
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}
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