diagnostics.TensorDiagnosticOptions
* fixes for `diagnostics` Replace `2 ** 22` with `512` as the default value of `diagnostics.TensorDiagnosticOptions` also black formatted some scripts * fixed formatting issues
* add flops profiler, support for Zipformer encoder and Conformer encoder * support for reworked conformer and old zipformer * skip black check