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training_status.txt

@@ -1,23 +1,23 @@
 =======================================================
   EDDIE TRAINING STATUS — 2x T4 DDP (SPEED EXP)
 =======================================================
-  Updated      : 2026-09-15 20:43:42 UTC
-  Epoch        : 2910
-  Train CE     : 0.817091
+  Updated      : 2026-09-15 20:51:30 UTC
+  Epoch        : 2915
+  Train CE     : 0.815521
   Best CE      : 0.809871
   Cortex base  : nan
-  U-loss (Huber): 0.109595
-  Total loss   : 0.926686
+  U-loss (Huber): 0.110363
+  Total loss   : 0.925884
 -------------------------------------------------------
   u target     : excess  (signed excess of p; ~0 = trust p)
-  excess mean  : -0.0096   (p calibrated on avg if ~0)
+  excess mean  : -0.0010   (p calibrated on avg if ~0)
   u mean       : -0.0421   (should track excess mean)
-  u corr       : 0.0248   (Pearson u vs realized excess)
-  u R^2        : -0.0226   (>0 = beats constant)
-  u spread     : +0.0156   (excess top-q u minus bottom-q u; want >0)
-  const Huber  : 0.1084   (u useful if U-loss < this: not yet)
+  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)
 -------------------------------------------------------
-  Speed        : 343 samples/s  |  1.6 min/epoch
+  Speed        : 344 samples/s  |  1.6 min/epoch
   Batch/GPU    : 32  |  GPUs: 2
   Grad Accum   : 8  |  Eff BS: 512
   Samples/ep   : 32,000