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[Enhancement] Log the global gradient norms to tensorboard #95

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benbellheron opened this issue Sep 29, 2020 · 0 comments
Open

[Enhancement] Log the global gradient norms to tensorboard #95

benbellheron opened this issue Sep 29, 2020 · 0 comments

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@benbellheron
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Adept uses global gradient norm clipping of 0.5 by default which could prevent learning (just slowing it down) if the gradients are high and the clipping occurs at every training step. At minimum we should log this to tensorboard so the user can decide/view for themselves.

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