Good defaults and experiment configs

[samedii]

Very cool work! Wanted to see how much it has improved from previous methods but wondering what settings you are recommending. Did you use the default options or something else? I see you mention a few different flags in the readme which made me wonder.

The Weight --lambda_var=0.01 Compute density changing loss across images --var_all I have tested var_all=False. Number of Flow Blocks --flow_blocks=1 Learning Rate of Flow --flow_lr=0.001 Different flows --flow_type=bnaf BNAF works best for me. Feel free to experiment other flows.