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koda12344505 avatar koda12344505 commented on August 22, 2024

by the way, i just wonder why some implementations are different with paper?
for example,

rmi_pool_size is 4 in train.sh
but in paper, 3x3 produce best performance...

thanks..

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mzhaoshuai avatar mzhaoshuai commented on August 22, 2024

@koda12344505

  1. The pre-trained model is downloaded from https://hangzhang.org/PyTorch-Encoding/model_zoo/imagenet.html. You may check it, I will also try to load the pre-trained model in this repo.

  2. rmi_pool_size=4 (DF in the paper) is the size of the pooling kernel (also the stride) of the max/avg pooling. It is also the default setting (with rmi_radius=3, R in the paper) in most tables. It is not the best setting with the best performance, but it can work with less extra memory cost than the best setting.

Please check https://github.com/ZJULearning/RMI/releases/tag/1.0.0 for pre-trained models.

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koda12344505 avatar koda12344505 commented on August 22, 2024

Thank you for your quick update :)

I will try to train DeepLabv3+ with resnet101 model on camvid

Thank you so much again

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