Small CNN Zoo Configurations
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Hello @mkofinas, would it be possible for you to share the exact configurations/scripts used to calculate the NG-GNN and NG-T results in Table 1, Column CIFAR10-GS? There were multiple versions (scripts folder in this repo vs. README.md in cnn_generalization vs. scripts folder in the supplementary material at OpenReview vs. the details shared in the paper).
(Btw, amazing work!)
Hello @Kausta, thank you for your kind words, and apologies for the lack of clarity regarding the configurations.
The scripts and the README in cnn_generalization, as well as the details shared in the paper, all used to refer to the CNN Wild Park experiment. Apparently, we had omitted sharing the configurations regarding CIFAR10-GS.
I have now uploaded the scripts to reproduce the results from Table 1 for CIFAR10-GS. You can find them at:
.experiments/cnn_generalization/scripts/cnn_zoo_rt.sh.experiments/cnn_generalization/scripts/cnn_zoo_pna.sh
I will also update the paper on arXiv with these hyperparameters. Please let me know if you have any further questions.