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fix IDetect fuseforrward onnx export (#332)

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ksnzh 2022-07-28 00:25:06 +08:00 committed by GitHub
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commit 86cc5d0c4f
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1 changed files with 7 additions and 2 deletions
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models/yolo.py
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@ -146,8 +146,13 @@ class IDetect(nn.Module):
self.grid[i] = self._make_grid(nx, ny).to(x[i].device) self.grid[i] = self._make_grid(nx, ny).to(x[i].device)
y = x[i].sigmoid() y = x[i].sigmoid()
y[..., 0:2] = (y[..., 0:2] * 2. - 0.5 + self.grid[i]) * self.stride[i] # xy if not torch.onnx.is_in_onnx_export():
y[..., 2:4] = (y[..., 2:4] * 2) ** 2 * self.anchor_grid[i] # wh y[..., 0:2] = (y[..., 0:2] * 2. - 0.5 + self.grid[i]) * self.stride[i] # xy
y[..., 2:4] = (y[..., 2:4] * 2) ** 2 * self.anchor_grid[i] # wh
else:
xy = (y[..., 0:2] * 2. - 0.5 + self.grid[i]) * self.stride[i] # xy
wh = (y[..., 2:4] * 2) ** 2 * self.anchor_grid[i].data # wh
y = torch.cat((xy, wh, y[..., 4:]), -1)
z.append(y.view(bs, -1, self.no)) z.append(y.view(bs, -1, self.no))
if self.training: if self.training: