best val_rmse 0.0536

config.json

@@ -1,5 +1,5 @@
 {
-  "best_val_loss": 0.0,
+  "best_val_loss": 0.05359881371259689,
   "comet_ai_key": null,
   "context_observations": {
     "add_rem": true,
@@ -18,7 +18,7 @@
     "route": "oral",
     "time": 0.0
   },
-  "experiment_dir": "/home/cesarali/Pharma/generative_pk/results/comet/node_pk_compartments/ed50b4c084174686ad224208b6d7fead",
+  "experiment_dir": "/home/cesarali/Pharma/generative_pk/results/comet/node_pk_compartments/31634350dd584ecb95eabced2706b012",
   "experiment_indentifier": null,
   "experiment_name": "node_pk_compartments",
   "hf_model_card_path": [
@@ -190,18 +190,18 @@
     "norm": "layer",
     "output_head_num_layers": 2,
     "prediction_latent_deterministic": true,
-    "prediction_only": true,
+    "prediction_only": false,
     "rnn_decoder_number_of_layers": 4,
     "rnn_individual_encoder_number_of_layers": 2,
     "study_latent_deterministic": true,
     "time_obs_encoder_hidden_dim": 128,
     "time_obs_encoder_output_dim": 128,
     "use_attention": true,
-    "use_invariance_loss": false,
-    "use_kl_i": false,
-    "use_kl_i_np": false,
-    "use_kl_init": false,
-    "use_kl_s": false,
+    "use_invariance_loss": true,
+    "use_kl_i": true,
+    "use_kl_i_np": true,
+    "use_kl_init": true,
+    "use_kl_s": true,
     "zi_latent_dim": 200
   },
   "run_index": 0,

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:021e9ae000414223be7b71a93012eef50a50f5f61d05f9edcb22ef5c3c92719a
+oid sha256:0db54a404694ad8d6e090cca8fd10c13d00ccaa5dab8651aef97f24734fd6078
 size 6044367