test OpKernel (#2820)

Add unit test for OpKernel

paddle/framework/CMakeLists.txt

@@ -12,7 +12,7 @@ cc_test(op_proto_test SRCS op_proto_test.cc DEPS op_proto protobuf)
 proto_library(op_desc SRCS op_desc.proto DEPS attr_type)
 cc_test(op_desc_test SRCS op_desc_test.cc DEPS op_desc protobuf)
 cc_library(operator SRCS operator.cc DEPS op_desc protobuf)
-cc_test(operator_test SRCS operator_test.cc DEPS operator op_registry)
+cc_test(operator_test SRCS operator_test.cc DEPS operator op_registry place)
 cc_library(op_registry SRCS op_registry.cc DEPS op_proto op_desc)
 cc_test(op_registry_test SRCS op_registry_test.cc DEPS op_registry operator)
 py_proto_compile(framework_py_proto SRCS attr_type.proto op_proto.proto op_desc.proto)

paddle/framework/op_registry.h

@@ -147,13 +147,13 @@ class OpRegisterHelper {
   }
 };
 
-#define REGISTER_OP(__op_class, __op_maker_class, __op_type)         \
-  class __op_class##Register {                                       \
+#define REGISTER_OP(type, op_class, op_maker_class)                         \
+  class op_class##Register {                                                \
    private:                                                                 \
-    const static OpRegisterHelper<__op_class, __op_maker_class> reg; \
+    const static OpRegisterHelper<op_class, op_maker_class> reg;            \
   };                                                                        \
-  const OpRegisterHelper<__op_class, __op_maker_class>               \
-      __op_class##Register::reg(#__op_type);
+  const OpRegisterHelper<op_class, op_maker_class> op_class##Register::reg( \
+      #type)
 
 }  // namespace framework
 }  // namespace paddle

paddle/framework/op_registry_test.cc

@@ -26,7 +26,7 @@ class CosineOpProtoAndCheckerMaker : public OpProtoAndCheckerMaker {
   }
 };
 
-REGISTER_OP(CosineOp, CosineOpProtoAndCheckerMaker, cos_sim)
+REGISTER_OP(cos_sim, CosineOp, CosineOpProtoAndCheckerMaker);
 
 class MyTestOp : public OperatorBase {
  public:
@@ -53,7 +53,7 @@ class MyTestOpProtoAndCheckerMaker : public OpProtoAndCheckerMaker {
   }
 };
 
-REGISTER_OP(MyTestOp, MyTestOpProtoAndCheckerMaker, my_test_op)
+REGISTER_OP(my_test_op, MyTestOp, MyTestOpProtoAndCheckerMaker);
 }  // namespace framework
 }  // namespace paddle
 

paddle/framework/operator_test.cc

@@ -45,7 +45,7 @@ class OperatorTestProtoAndCheckerMaker : public OpProtoAndCheckerMaker {
   }
 };
 
-REGISTER_OP(OperatorTest, OperatorTestProtoAndCheckerMaker, test_operator)
+REGISTER_OP(test_operator, OperatorTest, OperatorTestProtoAndCheckerMaker);
 
 TEST(OperatorBase, all) {
   OpDesc op_desc;
@@ -69,5 +69,55 @@ TEST(OperatorBase, all) {
   delete op;
 }
 
+class OpKernelTestProtoAndCheckerMaker : public OpProtoAndCheckerMaker {
+ public:
+  OpKernelTestProtoAndCheckerMaker(OpProto* proto, OpAttrChecker* op_checker)
+      : OpProtoAndCheckerMaker(proto, op_checker) {
+    AddInput("input", "input of test op");
+    AddOutput("output", "output of test op");
+    AddAttr<float>("scale", "scale of cosine op")
+        .SetDefault(1.0)
+        .LargerThan(0.0);
+    AddType("test_operator");
+    AddComment("This is test op");
+  }
+};
+
+class OpWithKernelTest : public OperatorWithKernel {
+ public:
+  void InferShape(const std::shared_ptr<Scope>& scope) const override {}
+};
+
+class CPUKernelTest : public OpKernel {
+ public:
+  void Compute(const KernelContext& context) const {
+    float scale = context.op_.GetAttr<float>("scale");
+    ASSERT_NEAR(scale, 3.14, 1e-5);
+    std::cout << "this is cpu kernel" << std::endl;
+    std::cout << context.op_.DebugString() << std::endl;
+  }
+};
+
+REGISTER_OP(op_with_kernel, OpWithKernelTest, OpKernelTestProtoAndCheckerMaker);
+REGISTER_OP_KERNEL(op_with_kernel, platform::CPUPlace, CPUKernelTest);
+
+TEST(OpKernel, all) {
+  OpDesc op_desc;
+  op_desc.set_type("op_with_kernel");
+  *op_desc.mutable_inputs()->Add() = "IN1";
+  *op_desc.mutable_outputs()->Add() = "OUT1";
+  auto attr = op_desc.mutable_attrs()->Add();
+  attr->set_name("scale");
+  attr->set_type(paddle::framework::AttrType::FLOAT);
+  attr->set_f(3.14);
+
+  platform::CPUDeviceContext cpu_device_context;
+  auto scope = std::make_shared<Scope>();
+
+  OperatorBase* op = paddle::framework::OpRegistry::CreateOp(op_desc);
+  op->Run(scope, cpu_device_context);
+
+  delete op;
+}
 }  // namespace framework
 }  // namespace paddle
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