NVlabs / imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library
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Need documentation (second request) for Config File used in Imaginaire FS-Vid2Vid #108

Closed grewe closed 2 years ago

grewe commented 2 years ago

I was given the following config file to fix pose fs_vid2vid training. I need to know more about the config file and there is zero documentation.

I need to know what all of the hyperparameters mean and what I will need to change and for a base development what I do not need to change.

hyperparams such asimage_save_iter, snapshot_save_epoch, num_epochs_temporal_step, initial_sequence_length, num_videos_to_test, num_frames_per_video, batch_size, etc.

I need to know that given I have different length videos with different resolutions (wxh of image frames) how is this handled --must I do something on my own for pre-processing.

Also num_frames_per_video (is set initially to 10---that seems really low to capture motion).

ALSO given for pose fs_vid2vid you say to use the preprocessing script from the OLD previous repository

mingyuliutw commented 2 years ago

We do not plan to provide documentation for the config file as the functions of the variables are self-explained as one traces the code. We also try to make the names as meaningful as much.