HongChuang/ultralytics-ascend
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions 3

Docs Prettier reformat (#13483)

Browse source 
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
This commit is contained in:
Glenn Jocher 2024-06-10 12:59:01 +02:00 • committed by GitHub
parent 2f2e81614f
commit e5185ccf63
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
90 changed files with 763 additions and 742 deletions
Download patch file Download diff file Expand all files Collapse all files

59
docs/en/guides/hyperparameter-tuning.md
View file

@ -116,36 +116,37 @@ This YAML file contains the best-performing hyperparameters found during the tun
- **Format**: YAML
- **Usage**: Hyperparameter results
- **Example**:
```yaml
# 558/900 iterations complete ✅ (45536.81s)
# Results saved to /usr/src/ultralytics/runs/detect/tune
# Best fitness=0.64297 observed at iteration 498
# Best fitness metrics are {'metrics/precision(B)': 0.87247, 'metrics/recall(B)': 0.71387, 'metrics/mAP50(B)': 0.79106, 'metrics/mAP50-95(B)': 0.62651, 'val/box_loss': 2.79884, 'val/cls_loss': 2.72386, 'val/dfl_loss': 0.68503, 'fitness': 0.64297}
# Best fitness model is /usr/src/ultralytics/runs/detect/train498
# Best fitness hyperparameters are printed below.
lr0: 0.00269
lrf: 0.00288
momentum: 0.73375
weight_decay: 0.00015
warmup_epochs: 1.22935
warmup_momentum: 0.1525
box: 18.27875
cls: 1.32899
dfl: 0.56016
hsv_h: 0.01148
hsv_s: 0.53554
hsv_v: 0.13636
degrees: 0.0
translate: 0.12431
scale: 0.07643
shear: 0.0
perspective: 0.0
flipud: 0.0
fliplr: 0.08631
mosaic: 0.42551
mixup: 0.0
copy_paste: 0.0
```yaml
# 558/900 iterations complete ✅ (45536.81s)
# Results saved to /usr/src/ultralytics/runs/detect/tune
# Best fitness=0.64297 observed at iteration 498
# Best fitness metrics are {'metrics/precision(B)': 0.87247, 'metrics/recall(B)': 0.71387, 'metrics/mAP50(B)': 0.79106, 'metrics/mAP50-95(B)': 0.62651, 'val/box_loss': 2.79884, 'val/cls_loss': 2.72386, 'val/dfl_loss': 0.68503, 'fitness': 0.64297}
# Best fitness model is /usr/src/ultralytics/runs/detect/train498
# Best fitness hyperparameters are printed below.
lr0: 0.00269
lrf: 0.00288
momentum: 0.73375
weight_decay: 0.00015
warmup_epochs: 1.22935
warmup_momentum: 0.1525
box: 18.27875
cls: 1.32899
dfl: 0.56016
hsv_h: 0.01148
hsv_s: 0.53554
hsv_v: 0.13636
degrees: 0.0
translate: 0.12431
scale: 0.07643
shear: 0.0
perspective: 0.0
flipud: 0.0
fliplr: 0.08631
mosaic: 0.42551
mixup: 0.0
copy_paste: 0.0
```
#### best_fitness.png