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add unit tests for pl.utilities.grads
#9765
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carmocca
reviewed
Sep 30, 2021
awaelchli
requested review from
Borda,
justusschock,
kaushikb11,
rohitgr7,
SeanNaren,
tchaton and
williamFalcon
as code owners
October 11, 2021 14:45
Codecov Report
@@ Coverage Diff @@
## master #9765 +/- ##
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Coverage 93% 93%
======================================
Files 179 179
Lines 15803 15805 +2
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+ Hits 14647 14649 +2
Misses 1156 1156 |
tchaton
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Oct 12, 2021
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LGTM ! Good catch !
carmocca
approved these changes
Oct 14, 2021
9 tasks
rohitgr7
approved these changes
Oct 18, 2021
rohitgr7
pushed a commit
to Tshimanga/pytorch-lightning
that referenced
this pull request
Oct 18, 2021
Co-authored-by: Carlos Mocholí <[email protected]>
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What does this PR do?
Adds tests and coverage for
pytorch_lightning.utilities.grads.grad_norm
function.Found an edge case where L0 "norm" (p=0) does not yield the correct result for the total norm. This is because the implementation of the total norm there only works for proper norms (the L0 is not a real norm).
Option A: special case the L0 norm computation
Option B: don't support
norm_type=0
Related PR: #9742
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