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Hi Emir,
sorry for the confusion around the wrong configuration file. We ran most CIFAR experiments with an older version of the codebase...
I will test and update the file on the weekend, but for now the update_interval parameter should be 390:
update_interval is the interval (in batches) between successive mean samples taken by SWAG. Since we have 50000 training datapoints, a batch size of 128, SWAG runs for 50 epochs, and we want 50 mean samples, we get an update interval of (50 * 50000) / (128 * 50) = 390.625 which should be rounded down to 390.
Best,
Florian
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