remove NBSP
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@@ -127,7 +127,7 @@ class Model(nn.Module):
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def _initialize_biases(self, cf=None): # initialize biases into Detect(), cf is class frequency
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# cf = torch.bincount(torch.tensor(np.concatenate(dataset.labels, 0)[:, 0]).long(), minlength=nc) + 1.
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m = self.model[-1] # Detect() module
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for mi, s in zip(m.m, m.stride): # from
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for mi, s in zip(m.m, m.stride): # from
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b = mi.bias.view(m.na, -1) # conv.bias(255) to (3,85)
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b[:, 4] += math.log(8 / (640 / s) ** 2) # obj (8 objects per 640 image)
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b[:, 5:] += math.log(0.6 / (m.nc - 0.99)) if cf is None else torch.log(cf / cf.sum()) # cls
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@@ -135,7 +135,7 @@ class Model(nn.Module):
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def _print_biases(self):
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m = self.model[-1] # Detect() module
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for mi in m.m: # from
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for mi in m.m: # from
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b = mi.bias.detach().view(m.na, -1).T # conv.bias(255) to (3,85)
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print(('%6g Conv2d.bias:' + '%10.3g' * 6) % (mi.weight.shape[1], *b[:5].mean(1).tolist(), b[5:].mean()))
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