best val_rmse 0.0090

config.json

@@ -1,5 +1,5 @@
 {
-  "best_val_loss": 0.009656380861997604,
+  "best_val_loss": 0.008973164483904839,
   "comet_ai_key": null,
   "context_observations": {
     "add_rem": true,
@@ -138,7 +138,7 @@
     "cov_proj_dim": 16,
     "decoder_hidden_dim": 128,
     "decoder_name": "TransformerDecoder",
-    "decoder_num_layers": 2,
+    "decoder_num_layers": 4,
     "decoder_rnn_hidden_dim": 256,
     "drift_activation": "Tanh",
     "drift_num_layers": 3,
@@ -159,9 +159,9 @@
     "time_obs_encoder_output_dim": 256,
     "use_attention": true,
     "use_covariance": false,
-    "zi_latent_dim": 256
+    "zi_latent_dim": 128
   },
-  "run_index": 23,
+  "run_index": 25,
   "tags": [
     "FAttention",
     "Long",
@@ -190,7 +190,7 @@
     "epochs": 950,
     "eps": 1e-08,
     "gradient_clip_val": 1.0,
-    "learning_rate": 1e-05,
+    "learning_rate": 0.0001,
     "log_image_every_epoch": 5,
     "log_interval": 1,
     "log_vcp": true,

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:699f8813d8b59249ca76e7adde8e770a0e4eb114c6ba57825702bec5c470c809
-size 9975455
+oid sha256:0506b265a430ee9af49062bd616477c1aa2ee43645833fb24f80072a96830f90
+size 10189543