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+syntax = "proto3";
+
+package tensorflow;
+// option cc_enable_arenas = true;
+
+import "tensorflow/core/framework/attr_value.proto";
+import "tensorflow/core/framework/op_def.proto";
+
+// A library is a set of named functions.
+message FunctionDefLibrary {
+ repeated FunctionDef function = 1;
+}
+
+// A function can be instantiated when the runtime can bind every attr
+// with a value. When a GraphDef has a call to a function, it must
+// have binding for every attr defined in the signature.
+//
+// TODO(zhifengc):
+// * device spec, etc.
+message FunctionDef {
+ // The definition of the function's name, arguments, return values,
+ // attrs etc.
+ OpDef signature = 1;
+
+ // The body of the function.
+ repeated Node node = 2; // function.node.ret[*] are unique.
+
+ // A node is a multi-value assignment:
+ // (ret[0], ret[1], ...) = func(arg[0], arg[1], ...)
+ //
+ // By convention, "func" is resolved by consulting with a user-defined
+ // library first. If not resolved, "func" is assumed to be a builtin op.
+ message Node {
+ // This node produces multiple outputs. They are named ret[0],
+ // ret[1], ..., etc.
+ //
+ // REQUIRES: function.node.ret[*] are unique across all nodes.
+ // REQUIRES: ret.size == func/op def's number of output args.
+ repeated string ret = 1;
+
+ // The op/function name.
+ string op = 2;
+
+ // Arguments passed to this func/op.
+ //
+ // arg[i] must be either one of
+ // function.signature.input_args[*].name or one of
+ // function.node[*].ret[*].
+ //
+ // REQUIRES: arg.size == func/op def's number of input args.
+ repeated string arg = 3;
+
+ // Control dependencies.
+ //
+ // dep[i] must be one of function.node[*].ret[*] or one of
+ // function.signature.input_args[*].name.
+ repeated string dep = 4;
+
+ // Attrs.
+ //
+ // 'attr' maps names defined by 'func's attr defs to attr values.
+ // attr values may have placeholders which are substituted
+ // recursively by concrete values when this node is instantiated.
+ // These placeholdes must name an attr listed in the FunctionDef's
+ // signature.
+ map<string, AttrValue> attr = 5;
+ }
+}