best val_rmse 0.0312

config.json

@@ -1,5 +1,5 @@
 {
-  "best_val_loss": 0.0230588149279356,
+  "best_val_loss": 0.03117336332798004,
   "comet_ai_key": null,
   "context_observations": {
     "add_rem": true,
@@ -18,7 +18,7 @@
     "route": "oral",
     "time": 0.0
   },
-  "experiment_dir": "/work/ojedamarin/Projects/Pharma/Results/comet/node_pk_compartments/e39c57582b5a4debafd5c7fd54bdd165",
+  "experiment_dir": "/work/ojedamarin/Projects/Pharma/Results/comet/node_pk_compartments/9c0e62fe4ea545a793976de941966695",
   "experiment_indentifier": null,
   "experiment_name": "node_pk_compartments",
   "hf_model_card_path": [
@@ -155,11 +155,11 @@
       "simulated_ou_as_rates"
     ],
     "test_protocol": "simulated",
-    "test_size": 100,
+    "test_size": 1000,
     "tqdm_progress": false,
     "train_size": 10000,
     "val_protocol": "simulated",
-    "val_size": 100,
+    "val_size": 1000,
     "z_score_normalization": false
   },
   "model_type": "node_pk",
@@ -195,12 +195,13 @@
     "time_obs_encoder_output_dim": 256,
     "use_attention": true,
     "use_invariance_loss": true,
-    "use_kl_i": true,
+    "use_kl_i": false,
+    "use_kl_i_np": true,
     "use_kl_init": true,
     "use_kl_s": true,
     "zi_latent_dim": 512
   },
-  "run_index": 0,
+  "run_index": 1,
   "tags": [
     "YOLO-0",
     "N-0"

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:49777484fa0fb2778125fe1635b8bc9780a3c3388b0626572ae3e2b9bb733a4c
+oid sha256:69e8fa10f0c6e61712b3b2e5a6b2e9e451667a7ca0a781dacf395fa738b3b564
 size 45044802