From 1dce0c0d5aa2582f85188db4358ec4691a8c40ce Mon Sep 17 00:00:00 2001 From: alexlee-gk <alexleegk@gmail.com> Date: Wed, 11 Apr 2018 11:44:43 -0700 Subject: [PATCH] Add info about hparams in the readme. --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 2d88db10..e5f41327 100644 --- a/README.md +++ b/README.md @@ -104,6 +104,11 @@ The following are ablations of our model: See [`pretrained_models/download_model.sh`](pretrained_models/download_model.sh) for a complete list of available pre-trained models. +### Model and Training Hyperparameters +The implementation is designed such that each video prediction model defines its architecture and training procedure, and include reasonable hyperparameters as defaults. +Still, a few of the hyperparameters should be overriden for each variant of dataset and model. +The hyperparameters used in our experiments are provided in [`hparams`](hparams) as JSON files, and they can be passed onto the training script with the `--model_hparams_dict` flag. + ## Citation If you find this useful for your research, please use the following. -- GitLab