merge compute_output_stat#3310
Conversation
Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## devel #3310 +/- ##
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- Coverage 75.83% 75.77% -0.06%
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Files 415 382 -33
Lines 34862 30121 -4741
Branches 1614 909 -705
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- Hits 26437 22824 -3613
+ Misses 7557 6769 -788
+ Partials 868 528 -340 ☔ View full report in Codecov by Sentry. |
I would propose compute the avg (like the atom_bias_e) and std of label. By far we remove the avg, it is also possible to scale the output of the fitting net by the std. The polar of the TF uses the statistics of the diagonal of the avg. |
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I realize that the std for each type is not available. We may need to uniformly scale the atomic output based on statistics. |
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please check my comments on deepmd/utils/out_stat.py
Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
Signed-off-by: Jinzhe Zeng <jinzhe.zeng@rutgers.edu>
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