fix the wrong GPU index issue of multi-node

Update evalaute doc, GPU usage details, and dataset preparation instructions

remove error dollar symbol in readme

add RAM usage with CacheDataset and GPU consumtion warning

fix mgpu finalize issue

Update README Formatting

add non-deterministic note

Update figure with links

adapt to BundleWorkflow interface and val metric

complete the model package