From 044a13d02262f1cf84ee685a0575cf2ec28e5623 Mon Sep 17 00:00:00 2001
From: fengjiayi <fengjiayi@baidu.com>
Date: Thu, 14 Dec 2017 17:50:56 +0800
Subject: [PATCH] expose GradOpMaker to Python

---
 paddle/pybind/pybind.cc | 17 ++++++++++++-----
 1 file changed, 12 insertions(+), 5 deletions(-)

diff --git a/paddle/pybind/pybind.cc b/paddle/pybind/pybind.cc
index 9ea4e70a262..1faf24bcb88 100644
--- a/paddle/pybind/pybind.cc
+++ b/paddle/pybind/pybind.cc
@@ -282,15 +282,22 @@ All parameter, weight, gradient are variables in Paddle.
     }
     return ret_values;
   });
-  m.def("get_grad_op_desc",
+  m.def("get_grad_op_descs",
         [](const OpDescBind &op_desc,
            const std::unordered_set<std::string> &no_grad_set,
            std::unordered_map<std::string, std::string> &grad_to_var,
            const std::vector<BlockDescBind *> &grad_sub_block) {
-          return framework::OpInfoMap::Instance()
-              .Get(op_desc.Type())
-              .GradOpMaker()(op_desc, no_grad_set, &grad_to_var,
-                             grad_sub_block);
+          std::vector<std::unique_ptr<OpDescBind>> grad_op_descs =
+              framework::OpInfoMap::Instance()
+                  .Get(op_desc.Type())
+                  .GradOpMaker()(op_desc, no_grad_set, &grad_to_var,
+                                 grad_sub_block);
+          std::vector<OpDescBind *> grad_op_desc_ptrs(grad_op_descs.size());
+          std::transform(
+              grad_op_descs.begin(), grad_op_descs.end(),
+              grad_op_desc_ptrs.begin(),
+              [](std::unique_ptr<OpDescBind> &p) { return p.release(); });
+          return grad_op_desc_ptrs;
         });
   m.def("prune", [](const ProgramDescBind &origin,
                     const std::vector<std::array<size_t, 2>> &targets) {
-- 
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