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the tensorboard summary is slow #112

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liyuanhangsc opened this issue Oct 29, 2017 · 2 comments
Open

the tensorboard summary is slow #112

liyuanhangsc opened this issue Oct 29, 2017 · 2 comments

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

@john-parton
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I'm pretty sure the culprit is

tf.summary.histogram('logits', self.logits)
tf.summary.histogram('loss', loss)

(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.

@Mahawi3211
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How can I see the accuracy rate in tensorboard?

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