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car-detection-bayes
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updates

This commit is contained in:
Glenn Jocher 2019-10-07 11:31:22 +02:00
parent 2e0303d44c
commit d1398ec952
1 changed files with 4 additions and 2 deletions
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6
utils/utils.py
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@ -560,9 +560,11 @@ def print_model_biases(model):
multi_gpu = type(model) in (nn.parallel.DataParallel, nn.parallel.DistributedDataParallel) multi_gpu = type(model) in (nn.parallel.DataParallel, nn.parallel.DistributedDataParallel)
for l in model.yolo_layers: # print pretrained biases for l in model.yolo_layers: # print pretrained biases
if multi_gpu: if multi_gpu:
b = model.module.module_list[l - 1][0].bias.view(3, -1) # bias 3x85 na = model.module.module_list[l].na # number of anchors
b = model.module.module_list[l - 1][0].bias.view(na, -1) # bias 3x85
else: else:
b = model.module_list[l - 1][0].bias.view(3, -1) # bias 3x85 na = model.module_list[l].na
b = model.module_list[l - 1][0].bias.view(na, -1) # bias 3x85
print('regression: %5.2f+/-%-5.2f ' % (b[:, :4].mean(), b[:, :4].std()), print('regression: %5.2f+/-%-5.2f ' % (b[:, :4].mean(), b[:, :4].std()),
'objectness: %5.2f+/-%-5.2f ' % (b[:, 4].mean(), b[:, 4].std()), 'objectness: %5.2f+/-%-5.2f ' % (b[:, 4].mean(), b[:, 4].std()),
'classification: %5.2f+/-%-5.2f' % (b[:, 5:].mean(), b[:, 5:].std())) 'classification: %5.2f+/-%-5.2f' % (b[:, 5:].mean(), b[:, 5:].std()))