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training_status.txt

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 =======================================================
   EDDIE TRAINING STATUS — 2x T4 DDP (SPEED EXP)
 =======================================================
-  Updated      : 2026-09-13 04:25:09 UTC
-  Epoch        : 1865
-  Train CE     : 0.816685
+  Updated      : 2026-09-13 04:32:24 UTC
+  Epoch        : 1870
+  Train CE     : 0.816906
   Best CE      : 0.813456
   Cortex base  : nan
-  U-loss (Huber): 0.109066
-  Total loss   : 0.925751
+  U-loss (Huber): 0.110208
+  Total loss   : 0.927114
 -------------------------------------------------------
   u target     : excess  (signed excess of p; ~0 = trust p)
-  excess mean  : -0.0015   (p calibrated on avg if ~0)
-  u mean       : -0.0412   (should track excess mean)
-  u corr       : 0.0151   (Pearson u vs realized excess)
-  u R^2        : -0.0288   (>0 = beats constant)
-  u spread     : +0.0094   (excess top-q u minus bottom-q u; want >0)
-  const Huber  : 0.1107   (u useful if U-loss < this: YES)
+  excess mean  : -0.0020   (p calibrated on avg if ~0)
+  u mean       : -0.0424   (should track excess mean)
+  u corr       : 0.0066   (Pearson u vs realized excess)
+  u R^2        : -0.0315   (>0 = beats constant)
+  u spread     : -0.0000   (excess top-q u minus bottom-q u; want >0)
+  const Huber  : 0.1116   (u useful if U-loss < this: YES)
 -------------------------------------------------------
-  Speed        : 371 samples/s  |  1.4 min/epoch
+  Speed        : 369 samples/s  |  1.4 min/epoch
   Batch/GPU    : 32  |  GPUs: 2
   Grad Accum   : 8  |  Eff BS: 512
   Samples/ep   : 32,000