Merge pull request #14666 from reyoung/feature/estiminate_flops

Add EstiminateFlops

paddle/fluid/framework/details/op_registry.h

@@ -32,7 +32,9 @@ enum OpInfoFillType {
   kOpProtoAndCheckerMaker = 1,
   kGradOpDescMaker = 2,
   kVarTypeInference = 3,
-  kShapeInference = 4
+  kShapeInference = 4,
+  kEstimateFlops = 5,
+  kUnknown = -1
 };
 
 template <typename T>
@@ -48,8 +50,10 @@ struct OpInfoFillTypeID {
                                     ? kVarTypeInference
                                     : (std::is_base_of<InferShapeBase, T>::value
                                            ? kShapeInference
-                                           : static_cast<OpInfoFillType>(
-                                                 -1)))));
+                                           : (std::is_base_of<EstimateFlopsBase,
+                                                              T>::value
+                                                  ? kEstimateFlops
+                                                  : kUnknown)))));
   }
 };
 
@@ -139,6 +143,16 @@ struct OpInfoFiller<T, kShapeInference> {
   }
 };
 
+template <typename T>
+struct OpInfoFiller<T, kEstimateFlops> {
+  void operator()(const char* op_tpe, OpInfo* info) const {
+    info->estimate_flops_ = [](InferShapeContext* ctx) {
+      T estimate_flops;
+      return estimate_flops(ctx);
+    };
+  }
+};
+
 }  // namespace details
 
 }  // namespace framework

paddle/fluid/framework/op_info.h

@@ -31,6 +31,12 @@ class InferShapeBase {
   virtual void operator()(InferShapeContext*) const = 0;
 };
 
+class EstimateFlopsBase {
+ public:
+  virtual ~EstimateFlopsBase() = default;
+  virtual size_t operator()(InferShapeContext*) const = 0;
+};
+
 struct OpInfo {
   OpCreator creator_;
   GradOpMakerFN grad_op_maker_;
@@ -38,6 +44,7 @@ struct OpInfo {
   OpAttrChecker* checker_{nullptr};
   InferVarTypeFN infer_var_type_;
   InferShapeFN infer_shape_;
+  EstimateFlopsFN estimate_flops_;
 
   bool HasOpProtoAndChecker() const {
     return proto_ != nullptr && checker_ != nullptr;

paddle/fluid/framework/type_defs.h

@@ -54,5 +54,7 @@ using InferVarTypeFN =
 
 using InferShapeFN = std::function<void(InferShapeContext*)>;
 
+using EstimateFlopsFN = std::function<void(InferShapeContext*)>;
+
 }  // namespace framework
 }  // namespace paddle