diff --git a/video_prediction_tools/hparams/era5/savp/model_hparams_template.json b/video_prediction_tools/hparams/era5/savp/model_hparams_template.json index 2275e60f543badb1367351a50938e7bcacf2f119..f36e1c0b44279ad2e4f9e741c7bfade0a5aa0a05 100644 --- a/video_prediction_tools/hparams/era5/savp/model_hparams_template.json +++ b/video_prediction_tools/hparams/era5/savp/model_hparams_template.json @@ -1,5 +1,5 @@ { - "batch_size": 4, + "batch_size": 32, "lr": 0.0002, "beta1": 0.5, "beta2": 0.999, @@ -12,9 +12,11 @@ "gan_feature_cdist_weight": 0.0, "state_weight": 0.0, "nz": 16, - "max_epochs":2, + "max_epochs":4, "context_frames": 12, - "opt_var": "0" + "opt_var": "0", + "decay_steps":[3000,9000], + "end_lr": 0.00000008 }