remove files for hparams

video_prediction_tools/hparams/era5/convLSTM_gan/model_hparams_template.json

-
-{
-    "batch_size": 4,
-    "lr": 0.001,
-    "max_epochs":20,
-    "context_frames":12,
-    "loss_fun":"rmse",
-    "shuffle_on_val":false,
-    "recon_weight":0.6
-
-}
-
-
-

video_prediction_tools/hparams/era5/mcnet/model_hparams_template.json

-
-{
-    "batch_size": 10,
-    "lr": 0.001,
-    "max_epochs": 2,
-    "context_frames": 12
-}
-
-
-

video_prediction_tools/hparams/era5/ours_gan/model_hparams_template.json

-{
-    "batch_size": 16,
-    "lr": 0.0002,
-    "beta1": 0.5,
-    "beta2": 0.999,
-    "l1_weight": 100.0,
-    "l2_weight": 0.0,
-    "kl_weight": 0.0,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.1,
-    "vae_gan_feature_cdist_weight": 0.0,
-    "gan_feature_cdist_weight": 10.0,
-    "state_weight": 0.0,
-    "nz": 32,
-    "max_epochs":2,
-    "context_frames":12
-}

video_prediction_tools/hparams/era5/ours_vae_l1/model_hparams_template.json

-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 1.0,
-    "l2_weight": 0.0,
-    "kl_weight": 1e-05,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0,
-    "nz": 32,
-    "max_epochs":2,
-    "context_frames":12
-}

video_prediction_tools/hparams/era5/vae/model_hparams_template.json

-
-{
-    "batch_size": 10,
-    "lr": 0.001,
-    "nz":16,
-    "max_epochs":2,
-    "context_frames":12,
-    "weight_recon":1,
-    "loss_fun": "rmse",
-    "shuffle_on_val": true
-}
-
-
-