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training_status.txt

@@ -1,23 +1,23 @@
 =======================================================
   EDDIE TRAINING STATUS — 2x T4 DDP (SPEED EXP)
 =======================================================
-  Updated      : 2026-09-15 01:13:59 UTC
-  Epoch        : 2460
-  Train CE     : 0.818596
+  Updated      : 2026-09-15 01:21:24 UTC
+  Epoch        : 2465
+  Train CE     : 0.818108
   Best CE      : 0.811918
   Cortex base  : nan
-  U-loss (Huber): 0.109543
-  Total loss   : 0.928138
+  U-loss (Huber): 0.109667
+  Total loss   : 0.927775
 -------------------------------------------------------
   u target     : excess  (signed excess of p; ~0 = trust p)
-  excess mean  : +0.0019   (p calibrated on avg if ~0)
-  u mean       : -0.0414   (should track excess mean)
-  u corr       : 0.0030   (Pearson u vs realized excess)
-  u R^2        : -0.0343   (>0 = beats constant)
-  u spread     : -0.0039   (excess top-q u minus bottom-q u; want >0)
-  const Huber  : 0.1126   (u useful if U-loss < this: YES)
+  excess mean  : -0.0017   (p calibrated on avg if ~0)
+  u mean       : -0.0417   (should track excess mean)
+  u corr       : 0.0109   (Pearson u vs realized excess)
+  u R^2        : -0.0292   (>0 = beats constant)
+  u spread     : +0.0056   (excess top-q u minus bottom-q u; want >0)
+  const Huber  : 0.1112   (u useful if U-loss < this: YES)
 -------------------------------------------------------
-  Speed        : 361 samples/s  |  1.5 min/epoch
+  Speed        : 362 samples/s  |  1.5 min/epoch
   Batch/GPU    : 32  |  GPUs: 2
   Grad Accum   : 8  |  Eff BS: 512
   Samples/ep   : 32,000