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TensorBoard: Difference between revisions
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TensorBoard is a way to visualize your model and various statistics during or after training. | TensorBoard is a way to visualize your model and various statistics during or after training. | ||
== | ==CLI Usage== | ||
===CLI=== | |||
<pre> | |||
tensorboard --logdir [logs] | |||
</pre> | |||
;Flags | |||
*<code>--samples_per_plugin</code> indices the number of samples to show for each tab. Non-scalar objects are sampled using reservoir sampling. | |||
** <code>--samples_per_plugin images=10000</code> samples approximately 10000 samples. | |||
==Training Usage== | |||
If you're using a custom training loop (i.e. gradient tape), then you'll need to set everything up manually. | If you're using a custom training loop (i.e. gradient tape), then you'll need to set everything up manually. | ||