Alexandre DEVILLERS

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[Re] A Simple Framework for Contrastive Learning of Visual Representations

Dear Reviewer (@charlypg), Thank you very much for your insightful feedback. I will do my best to ensure that I provide the minimal configuration required to run the code on...

[Re] A Simple Framework for Contrastive Learning of Visual Representations

Dear @charlypg, To clarify this part of the checkpointing strategy, this involves alternating saves between "odd" and "even" checkpoints at the end of each respective epoch. This trick ensures that...

[Re] A Simple Framework for Contrastive Learning of Visual Representations

Dear @charlypg , Yes, the script itself remains unchanged; the only variation is in the checkpoint used. Initially, no checkpoint is provided for the first execution. Then, I use the...

[Re] A Simple Framework for Contrastive Learning of Visual Representations

Dear @charlypg, Your runs should normally be stored in the "runs" folder under a format readable by tensorboard and contains all the curves (including Top-5 acc). Note that, when starting...

[Re] Bootstrap Your Own Latent: A new approach to self-supervised learning

Yes, you can train on CIFAR10 or perform linear evaluation on CIFAR10 and ImageNet with the following setup: 1. Ensure you use `--computer='other'`. 2. For GPU usage (recommended for faster...