Merge pull request #2703 from reyoung/feature/op_proto

Add OpProto implementation

paddle/framework/CMakeLists.txt

@@ -5,3 +5,6 @@ nv_test(dim_test SRCS dim_test.cu DEPS ddim)
 cc_test(variable_test SRCS variable_test.cc)
 cc_test(scope_test SRCS scope_test.cc)
 cc_test(enforce_test SRCS enforce_test.cc)
+proto_library(attr_type SRCS attr_type.proto)
+proto_library(op_proto SRCS op_proto.proto)
+cc_test(op_proto_test SRCS op_proto_test.cc DEPS op_proto attr_type protobuf)

paddle/framework/attr_type.proto

+/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License. */
+
+syntax="proto2";
+package paddle.framework;
+
+// Attribute Type for paddle's Op.
+// Op contains many attributes. Each type of attributes could be different.
+// The AttrType will be shared between AttrDesc and AttrProto.
+enum AttrType {
+    INT = 0;
+    FLOAT = 1;
+    STRING = 2;
+    INTS = 3;
+    FLOATS = 4;
+    STRINGS = 5;
+}
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paddle/framework/op_proto.proto

+/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License. */
+
+// Protocol Message for 3rd-party language binding.
+//
+// Paddle Python package will use `OpProto` to generate op creation methods.
+// The op creation methods take user's input and generate `OpDesc` proto message,
+// then pass `OpDesc` to C++ side and create Op pointer.
+//
+syntax="proto2";
+package paddle.framework;
+
+import "attr_type.proto";
+
+// Attribute protocol message for 3rd-party language binding.
+// It will store the Op support what attribute and what type.
+message AttrProto {
+    // Supported attribute name. e.g. `scale` for cosine op.
+    required string name = 1;
+
+    // Supported attribute type.
+    required AttrType type = 2;
+
+    // Supported attribute comments. It helps 3rd-party language generate doc-string.
+    required string comment = 3;
+}
+
+// Input or output message for 3rd-party language binding.
+// It contains parameter name and its comments.
+message VarProto {
+    // Input or output name in that op creation function.
+    // e.g. `cos(a, b, output, ...)`, "a", "b", "output" are names.
+    required string name = 1;
+
+    // The comment for that input. It helps 3rd-party language generate doc-string.
+    required string comment = 2;
+}
+
+// Op protocol message for 3rd-party language binding.
+// It contains all information for generating op creation method.
+message OpProto {
+    // The input information to generate op creation method.
+    repeated VarProto inputs = 1;
+
+    // The output information to generate op creation method.
+    repeated VarProto outputs = 2;
+
+    // The attribute information to generate op creation method.
+    repeated AttrProto attrs = 3;
+
+    // The comments for that Op. It helps 3rd-party language generate
+    // doc-string. The whole documentation of that Op is generated by comment,
+    // inputs, outputs, attrs together.
+    required string comment = 4;
+
+    // The type of that Op.
+    required string type = 5;
+}

paddle/framework/op_proto_test.cc

+#include <gtest/gtest.h>
+#include <paddle/framework/op_proto.pb.h>
+
+TEST(TestOpProto, ALL) {
+  paddle::framework::OpProto proto;
+  {
+    auto ipt = proto.mutable_inputs()->Add();
+    *ipt->mutable_name() = "a";
+    *ipt->mutable_comment() = "the one input of cosine op";
+  }
+  {
+    auto ipt = proto.mutable_inputs()->Add();
+    *ipt->mutable_name() = "b";
+    *ipt->mutable_comment() = "the other input of cosine op";
+  }
+  {
+    auto opt = proto.mutable_outputs()->Add();
+    *opt->mutable_name() = "output";
+    *opt->mutable_comment() = "the output of cosine op";
+  }
+  {
+    auto attr = proto.mutable_attrs()->Add();
+    *attr->mutable_name() = "scale";
+    attr->set_type(paddle::framework::AttrType::FLOAT);
+    *attr->mutable_comment() = "the scale attribute of cosine op";
+  }
+  proto.set_type("cos");
+  *proto.mutable_comment() = "cosine op, output = scale * cos(a, b)";
+
+  ASSERT_TRUE(proto.IsInitialized());
+}
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