diagnostics
Replace `2 ** 22` with `512` as the default value of `diagnostics.TensorDiagnosticOptions` also black formatted some scripts
* Update train.py
* remove unnecessary changes * add AMI prepare scripts * add zipformer scripts for AMI * added logs and pretrained model * minor fix * remove unwanted changes * fix missing link * make suggested changes * update results