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authorGravatar Russell Power <power@google.com>2018-09-26 14:36:59 -0700
committerGravatar TensorFlower Gardener <gardener@tensorflow.org>2018-09-26 14:41:28 -0700
commita1801ecdbb75b4583d757204611afd9af28b4a49 (patch)
tree97f8e453de9d819a33bd4d54bc87278814c56fea /tools
parent2116c6649cfe339ce8a3859eb425806db8ae32b9 (diff)
Add experimental asynchronous checkpoint hook.
This triggers checkpoints in a separate thread while allowing training to continue. This can effectively parallelize checkpointing and training for workloads like TPUEstimator, where the weights are only updated after a number of device iterations. PiperOrigin-RevId: 214670991
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