aboutsummaryrefslogtreecommitdiffhomepage
path: root/tensorflow/core/framework/run_handler_util.h
diff options
context:
space:
mode:
authorGravatar A. Unique TensorFlower <gardener@tensorflow.org>2018-09-27 12:37:05 -0700
committerGravatar TensorFlower Gardener <gardener@tensorflow.org>2018-09-27 12:41:43 -0700
commit750466c6e6624d279de7f9a43accd682d487509c (patch)
treea97a88d432433b3c55775f64bb7a5f86a9f034b2 /tensorflow/core/framework/run_handler_util.h
parent561a3c4331ebfaac3e61c524911bf6fe85f4ebc9 (diff)
Introduce the abstraction of RunHandler which each DirectSession can use for
the duration of a single RunInternal() call from RunHandlerPool. We want to leverage this abstraction for improving the cross-session inter-op parallelism for lower latency inference in the future. In the case that global pools aren't used, this change should be a no-op. PiperOrigin-RevId: 214818187
Diffstat (limited to 'tensorflow/core/framework/run_handler_util.h')
-rw-r--r--tensorflow/core/framework/run_handler_util.h43
1 files changed, 43 insertions, 0 deletions
diff --git a/tensorflow/core/framework/run_handler_util.h b/tensorflow/core/framework/run_handler_util.h
new file mode 100644
index 0000000000..c0c36aeccb
--- /dev/null
+++ b/tensorflow/core/framework/run_handler_util.h
@@ -0,0 +1,43 @@
+/* Copyright 2015 The TensorFlow Authors. All Rights Reserved.
+
+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.
+==============================================================================*/
+
+#ifndef TENSORFLOW_CORE_FRAMEWORK_RUN_HANDLER_UTIL_H_
+#define TENSORFLOW_CORE_FRAMEWORK_RUN_HANDLER_UTIL_H_
+
+#include <cstdint>
+#include <vector>
+
+namespace tensorflow {
+
+// Assign thread ranges to requests.
+// Requests are numbered 0...num_active_requests-1, and
+// threads are numbered 0...num_threads-1.
+// On return, the range start_vec->at(i)...end_vec->at(i)-1
+// indicates the subrange of the threads available to request i.
+// The ranges given to different requests may overlap.
+// Lower numbered requests will tend to be assigned more threads.
+// Thus, a client might associate older requests with lower
+// array indices so they receive access to more threads.
+// However, the routine ensures that each request is given access
+// to at least min(min_threads_per_request, num_threads) threads.
+// Every thread will be assigned to at least one request range,
+// assuming there is at least one request.
+void ComputeInterOpSchedulingRanges(int num_active_requests, int num_threads,
+ int min_threads_per_request,
+ std::vector<std::uint_fast32_t>* start_vec,
+ std::vector<std::uint_fast32_t>* end_vec);
+
+} // end namespace tensorflow
+#endif // TENSORFLOW_CORE_FRAMEWORK_RUN_HANDLER_UTIL_H_