resnet50 pretrained model about openseg.pytorch HOT 6 CLOSED

Currently, we have no plan to train the OCNet series models based on ResNet-50. If you mean the ImageNet pre-trained checkpoints, please download from here.

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@PkuRainBow

During training both resnet50-imagenet.pth and resnet101-imagenet.pth you provide from scratch on ImageNet-1K, you make all the following modifications or not:

1. the first 7x7 conv. of vanilla resnet50/101 is replaced with 3 3x3 ones ?
2. dilation rates are set to 2 and 4 for last two stages ?
3. nn.BatchNorm2d is replaced with InPlaceABNSync ?

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We should make the same modifications for both resnet50 and resnet101.

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@PkuRainBow
For resnet50-imagenet.pth and resnet101-imagenet.pth，you train them using all above three strategies ?

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We have not trained & reported any results based on resnet-50. We suggest making the modifications if you plan to use resnet-50.

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@PkuRainBow
The backbone model resnet101-imagenet.pth you used need to be trained from scratch on ImageNet-1K.
When train it, you adopt all above three strategies ?

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