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ultralytics 8.0.100 add Mosaic9() augmentation (#2605)

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Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com>
Co-authored-by: Tommy in Tongji <36354458+TommyZihao@users.noreply.github.com>
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Co-authored-by: xbkaishui <xxkaishui@gmail.com>
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Glenn Jocher 2023-05-14 20:43:35 +02:00 • committed by GitHub
parent db1c5885d5
commit dce4efce48
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23 changed files with 351 additions and 64 deletions
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5
ultralytics/yolo/utils/torch_utils.py
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@ -165,14 +165,15 @@ def model_info(model, detailed=False, verbose=True, imgsz=640):
f"{'layer':>5} {'name':>40} {'gradient':>9} {'parameters':>12} {'shape':>20} {'mu':>10} {'sigma':>10}")
for i, (name, p) in enumerate(model.named_parameters()):
name = name.replace('module_list.', '')
LOGGER.info('%5g %40s %9s %12g %20s %10.3g %10.3g' %
(i, name, p.requires_grad, p.numel(), list(p.shape), p.mean(), p.std()))
LOGGER.info('%5g %40s %9s %12g %20s %10.3g %10.3g %10s' %
(i, name, p.requires_grad, p.numel(), list(p.shape), p.mean(), p.std(), p.dtype))
flops = get_flops(model, imgsz)
fused = ' (fused)' if model.is_fused() else ''
fs = f', {flops:.1f} GFLOPs' if flops else ''
m = Path(getattr(model, 'yaml_file', '') or model.yaml.get('yaml_file', '')).stem.replace('yolo', 'YOLO') or 'Model'
LOGGER.info(f'{m} summary{fused}: {len(list(model.modules()))} layers, {n_p} parameters, {n_g} gradients{fs}')
return n_p, flops
def get_num_params(model):