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Published 20 hours ago • verified publisher icon sherjilozair

the tensorboard summary is slow

Open liyuanhangsc opened this issue 6 years ago • 2 comments

in my gpu server, remove the summary tensor make training 10x times faster. Please consider add a switch to close tensorboard summary.

liyuanhangsc avatar Oct 29 '17 01:10 liyuanhangsc

I'm pretty sure the culprit is https://github.com/sherjilozair/char-rnn-tensorflow/blob/401ebfd639eb32586a9bf9312e3b442abc47ebed/model.py#L85-L86

(Histogram summaries involve transferring a lot of data from the GPU to the CPU.)

You might try commenting them out. The graph and train_loss summaries are usually more useful, anyways.

john-parton avatar Jan 03 '18 04:01 john-parton

How can I see the accuracy rate in tensorboard?

Mahawi3211 avatar Aug 03 '19 16:08 Mahawi3211