Can you share the classifier layout of your ImageNet-22k heads? It does not match any canonical layouts I'm aware of and it'd be useful to have as these models are useful as is for more than just pretrain (but not without the layout).

You have 21842 classes, that does not match either the fall11 (21841) or google's internal (21843). It does not match winter21 which is < 20k classes. I cannot add a background '0' class to offset 21481 -> 21842 (assuming lexicographical sorting of the sysnets which is standard practice for imagenet classifier layouts).

Thanks