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training_status.txt

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 =======================================================
   EDDIE TRAINING STATUS — 2x T4 DDP (SPEED EXP)
 =======================================================
-  Updated      : 2026-09-15 20:51:30 UTC
-  Epoch        : 2915
-  Train CE     : 0.815521
-  Best CE      : 0.809871
+  Updated      : 2026-09-15 20:59:19 UTC
+  Epoch        : 2920
+  Train CE     : 0.816162
+  Best CE      : 0.809309
   Cortex base  : nan
-  U-loss (Huber): 0.110363
-  Total loss   : 0.925884
+  U-loss (Huber): 0.109816
+  Total loss   : 0.925978
 -------------------------------------------------------
   u target     : excess  (signed excess of p; ~0 = trust p)
-  excess mean  : -0.0010   (p calibrated on avg if ~0)
-  u mean       : -0.0421   (should track excess mean)
-  u corr       : 0.0054   (Pearson u vs realized excess)
-  u R^2        : -0.0326   (>0 = beats constant)
-  u spread     : +0.0010   (excess top-q u minus bottom-q u; want >0)
-  const Huber  : 0.1119   (u useful if U-loss < this: YES)
+  excess mean  : +0.0061   (p calibrated on avg if ~0)
+  u mean       : -0.0411   (should track excess mean)
+  u corr       : 0.0042   (Pearson u vs realized excess)
+  u R^2        : -0.0349   (>0 = beats constant)
+  u spread     : -0.0020   (excess top-q u minus bottom-q u; want >0)
+  const Huber  : 0.1143   (u useful if U-loss < this: YES)
 -------------------------------------------------------
   Speed        : 344 samples/s  |  1.6 min/epoch
   Batch/GPU    : 32  |  GPUs: 2