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Log best results #6085

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merged 8 commits into from
Dec 30, 2021
Merged

Log best results #6085

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8cd88f5
log best result in summary
awsaf49 Dec 24, 2021
bbb6e02
comment added
awsaf49 Dec 24, 2021
722cce3
add space for `flake8`
awsaf49 Dec 24, 2021
c5e9b98
log `best/epoch`
awsaf49 Dec 24, 2021
e6b91fa
fix `dimension` for epoch
awsaf49 Dec 24, 2021
2e2bf85
log `best/` in `utils.logger.__init__`
awsaf49 Dec 29, 2021
4aabf7c
fix pre-commit
awsaf49 Dec 29, 2021
c8a6860
Merge branch 'ultralytics:master' into feature/best_log
awsaf49 Dec 30, 2021
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4 changes: 4 additions & 0 deletions train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -370,6 +370,10 @@ def train(hyp, # path/to/hyp.yaml or hyp dictionary
fi = fitness(np.array(results).reshape(1, -1)) # weighted combination of [P, R, mAP@.5, mAP@.5-.95]
if fi > best_fitness:
best_fitness = fi
if loggers.wandb:
br = np.array(results).reshape(-1)[:4]
for i, name in enumerate(['P', 'R', 'mAP@.5', 'mAP@.5-.95']):
loggers.wandb.wandb_run.summary[f'best/{name}'] = br[i] # log best results in the summary
log_vals = list(mloss) + list(results) + lr
callbacks.run('on_fit_epoch_end', log_vals, epoch, best_fitness, fi)

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