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The original code was not correctly retrieving the environment variables,
os.getenv()
fixes that.Edit: hmm maybe the default gloo is a better choice, we'd have to compare speeds. I saw some super speeds with NCCL. I started up a P4d spot instance and was able to do a 3:09 epoch (3 minutes on train, 1 minute val single-gpu) on COCO with this command in the docker image, but with hanging at the end of training.