When Distributed workers use shared_queue in distributed tensorflow, Is the shared_queue works to mutex exclusively?
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TensorFlow queue objects, such as tf.FIFOQueue
, are thread-safe. This applies both to multiple users in a single process, and multiple jobs sharing the queue via shared_name
in a distributed setting.

mrry
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