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Hparams plugin: Retrieve and render only first 1000 hparams. #6807

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bmd3k
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@bmd3k bmd3k commented Mar 22, 2024

We limit the number of hparams retrieved and rendered in the Hparams plugin. Otherwise the plugin can become very slow and even crash.

Unlike #6780, we do not provide an option for loading more in the Hparams plugin. We may provide this option later if there is demand. But generally we think 1000 should be enough, especially if the underlying hparams provider is sorting the results with "differs" fields first.

image

@bmd3k bmd3k requested a review from yatbear March 22, 2024 13:25
@bmd3k bmd3k merged commit 0073643 into tensorflow:master Mar 22, 2024
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AnuarTB pushed a commit to AnuarTB/tensorboard that referenced this pull request May 3, 2024
…low#6807)

We limit the number of hparams retrieved and rendered in the Hparams
plugin. Otherwise the plugin can become very slow and even crash.

Unlike tensorflow#6780, we do not provide an option for loading more in the
Hparams plugin. We may provide this option later if there is demand. But
generally we think 1000 should be enough, especially if the underlying
hparams provider is sorting the results with "differs" fields first.


![image](https://github.com/tensorflow/tensorboard/assets/17152369/da1f2c26-3804-4faf-be4a-03bb8aaa178d)
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2 participants