From b3b5e68b565e48ccd37baebbfa3459bc460156ca Mon Sep 17 00:00:00 2001
From: "A. Unique TensorFlower" <gardener@tensorflow.org>
Date: Fri, 3 Aug 2018 14:19:25 -0700
Subject: Add experimental Callable API to ClientSession.

PiperOrigin-RevId: 207323298
---
 tensorflow/cc/client/client_session.cc      | 18 ++++++++++++++++++
 tensorflow/cc/client/client_session.h       | 28 +++++++++++++++++++++++++++-
 tensorflow/cc/client/client_session_test.cc | 21 +++++++++++++++++++++
 3 files changed, 66 insertions(+), 1 deletion(-)

(limited to 'tensorflow/cc')

diff --git a/tensorflow/cc/client/client_session.cc b/tensorflow/cc/client/client_session.cc
index ba056a8f3a..0e61089a59 100644
--- a/tensorflow/cc/client/client_session.cc
+++ b/tensorflow/cc/client/client_session.cc
@@ -127,4 +127,22 @@ Status ClientSession::Run(const RunOptions& run_options, const FeedType& inputs,
                                target_node_names, outputs, run_metadata);
 }
 
+Status ClientSession::MakeCallable(const CallableOptions& callable_options,
+                                   CallableHandle* out_handle) {
+  TF_RETURN_IF_ERROR(impl()->MaybeExtendGraph());
+  return impl()->session_->MakeCallable(callable_options, out_handle);
+}
+
+Status ClientSession::RunCallable(CallableHandle handle,
+                                  const std::vector<Tensor>& feed_tensors,
+                                  std::vector<Tensor>* fetch_tensors,
+                                  RunMetadata* run_metadata) {
+  return impl()->session_->RunCallable(handle, feed_tensors, fetch_tensors,
+                                       run_metadata);
+}
+
+Status ClientSession::ReleaseCallable(CallableHandle handle) {
+  return impl()->session_->ReleaseCallable(handle);
+}
+
 }  // end namespace tensorflow
diff --git a/tensorflow/cc/client/client_session.h b/tensorflow/cc/client/client_session.h
index 5fb4109f7d..7dd653eec4 100644
--- a/tensorflow/cc/client/client_session.h
+++ b/tensorflow/cc/client/client_session.h
@@ -87,7 +87,33 @@ class ClientSession {
              const std::vector<Operation>& run_outputs,
              std::vector<Tensor>* outputs, RunMetadata* run_metadata) const;
 
-  // TODO(keveman): Add support for partial run.
+  /// \brief A handle to a subgraph, created with
+  /// `ClientSession::MakeCallable()`.
+  typedef int64 CallableHandle;
+
+  /// \brief Creates a `handle` for invoking the subgraph defined by
+  /// `callable_options`.
+  /// NOTE: This API is still experimental and may change.
+  Status MakeCallable(const CallableOptions& callable_options,
+                      CallableHandle* out_handle);
+
+  /// \brief Invokes the subgraph named by `handle` with the given options and
+  /// input tensors.
+  ///
+  /// The order of tensors in `feed_tensors` must match the order of names in
+  /// `CallableOptions::feed()` and the order of tensors in `fetch_tensors` will
+  /// match the order of names in `CallableOptions::fetch()` when this subgraph
+  /// was created.
+  /// NOTE: This API is still experimental and may change.
+  Status RunCallable(CallableHandle handle,
+                     const std::vector<Tensor>& feed_tensors,
+                     std::vector<Tensor>* fetch_tensors,
+                     RunMetadata* run_metadata);
+
+  /// \brief Releases resources associated with the given `handle` in this
+  /// session.
+  /// NOTE: This API is still experimental and may change.
+  Status ReleaseCallable(CallableHandle handle);
 
  private:
   class Impl;
diff --git a/tensorflow/cc/client/client_session_test.cc b/tensorflow/cc/client/client_session_test.cc
index ea5cf5a1f1..559ffea7e8 100644
--- a/tensorflow/cc/client/client_session_test.cc
+++ b/tensorflow/cc/client/client_session_test.cc
@@ -95,5 +95,26 @@ TEST(ClientSessionTest, MultiThreaded) {
   test::ExpectTensorEqual<int>(outputs[0], test::AsTensor<int>({-1, 2}, {2}));
 }
 
+TEST(ClientSessionTest, Callable) {
+  Scope root = Scope::NewRootScope();
+  auto a = Placeholder(root, DT_INT32);
+  auto b = Placeholder(root, DT_INT32);
+  auto c = Add(root, a, b);
+  ClientSession session(root);
+  std::vector<Tensor> outputs;
+
+  CallableOptions options;
+  options.add_feed(a.node()->name());
+  options.add_feed(b.node()->name());
+  options.add_fetch(c.node()->name());
+  ClientSession::CallableHandle callable;
+  TF_CHECK_OK(session.MakeCallable(options, &callable));
+  TF_EXPECT_OK(session.RunCallable(
+      callable, {test::AsTensor<int>({1}, {}), test::AsTensor<int>({41}, {})},
+      &outputs, nullptr));
+  test::ExpectTensorEqual<int>(outputs[0], test::AsTensor<int>({42}, {}));
+  TF_EXPECT_OK(session.ReleaseCallable(callable));
+}
+
 }  // namespace
 }  // namespace tensorflow
-- 
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