Train: acc=63.4%, 30 epochs

training_stats.json

@@ -1,6 +1,144 @@
 {
-  "samples_file": "C:\\Projects\\Soci\\data\\nn_training\\collected_samples.jsonl",
-  "num_samples": 20900,
-  "model_size_kb": 5824.7490234375,
-  "timestamp": "2026-03-10T15:40:37"
+  "best_val_action_acc": 0.6343636363636364,
+  "epochs": 30,
+  "train_samples": 99000,
+  "val_samples": 11000,
+  "collected_samples": 20900,
+  "source_counts": {
+    "gemini": 350,
+    "groq": 500,
+    "nn": 20050
+  },
+  "model_size_kb": 5563.896484375,
+  "timestamp": "2026-03-10T18:51:06",
+  "history": {
+    "train_loss": [
+      2.1586153556391134,
+      2.022064336181916,
+      1.9399496273896129,
+      1.8850172924012254,
+      1.8444405935474277,
+      1.8108722862509108,
+      1.7853464920496203,
+      1.7663688782564144,
+      1.7439076089367425,
+      1.7264809012413025,
+      1.7118696994388227,
+      1.6935583586545335,
+      1.6788606901758725,
+      1.6657644467255504,
+      1.6530226524343197,
+      1.641498893192134,
+      1.6282407420197713,
+      1.6164132405802147,
+      1.603588941785478,
+      1.595070652126037,
+      1.5846694302313107,
+      1.5778400799662797,
+      1.5662498191459893,
+      1.5585865790082007,
+      1.5538890951687527,
+      1.546544762616305,
+      1.5440150818873926,
+      1.538954149816454,
+      1.5357574169168766,
+      1.5373721251782684
+    ],
+    "val_loss": [
+      2.0330969745462593,
+      1.950374180620367,
+      1.8876040632074529,
+      1.8691241632808338,
+      1.8585692102258855,
+      1.8160562298514626,
+      1.7953031604940242,
+      1.7810519608584316,
+      1.7864647778597744,
+      1.7562655427239158,
+      1.7717987515709617,
+      1.7592156691984697,
+      1.7528499581597068,
+      1.755829854445024,
+      1.7492482228712602,
+      1.7700981226834385,
+      1.7627330259843306,
+      1.766843156381087,
+      1.7668060822920366,
+      1.7652146057649092,
+      1.7598941759629683,
+      1.7872037345712835,
+      1.796427683396773,
+      1.7877931811592795,
+      1.795323371887207,
+      1.8082295331087979,
+      1.7898864637721668,
+      1.7959014827554876,
+      1.8005776405334473,
+      1.7997321974147449
+    ],
+    "val_action_acc": [
+      0.6153636363636363,
+      0.6068181818181818,
+      0.619,
+      0.6070909090909091,
+      0.6047272727272728,
+      0.6151818181818182,
+      0.6208181818181818,
+      0.6241818181818182,
+      0.6190909090909091,
+      0.6285454545454545,
+      0.6245454545454545,
+      0.6277272727272727,
+      0.6298181818181818,
+      0.626,
+      0.6315454545454545,
+      0.622,
+      0.6302727272727273,
+      0.624,
+      0.6313636363636363,
+      0.6272727272727273,
+      0.6263636363636363,
+      0.6334545454545455,
+      0.6288181818181818,
+      0.6343636363636364,
+      0.6314545454545455,
+      0.6289090909090909,
+      0.6302727272727273,
+      0.6316363636363637,
+      0.6307272727272727,
+      0.6314545454545455
+    ],
+    "val_loc_acc": [
+      0.5850909090909091,
+      0.5952727272727273,
+      0.6050909090909091,
+      0.6046363636363636,
+      0.6033636363636363,
+      0.617909090909091,
+      0.6194545454545455,
+      0.6222727272727273,
+      0.624,
+      0.6235454545454545,
+      0.6247272727272727,
+      0.6235454545454545,
+      0.6262727272727273,
+      0.6247272727272727,
+      0.6276363636363637,
+      0.6249090909090909,
+      0.6272727272727273,
+      0.6284545454545455,
+      0.6277272727272727,
+      0.6288181818181818,
+      0.6287272727272727,
+      0.6265454545454545,
+      0.6269090909090909,
+      0.6293636363636363,
+      0.6292727272727273,
+      0.6283636363636363,
+      0.6292727272727273,
+      0.629,
+      0.6291818181818182,
+      0.6298181818181818
+    ]
+  }
 }