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tokens seen: 499,712 (244 seqs x 2048, dataset=c4)
token_count [L=16, E=64] — routed-token counts (top-k membership):
per-layer row sums (== n_tokens * top_k): min 3997696, max 3997696
per-expert counts: min 10984, median 61647, max 270930, mean 62464.0
zero-routed (layer, expert) pairs: 0 / 1024
saved -> outputs/stats_0125inst_c4_0.5M_seed2.pt
2026-07-20T08:39:14-07:00 stage 2: policy-pair Protocol-C evals
2026-07-20T08:39:14-07:00 EVAL off_forward_seed1224 on GPU 0 (port 8430)
2026-07-20T08:41:44-07:00 EVAL off_forward_seed1225 on GPU 1 (port 8431)
2026-07-20T08:44:14-07:00 EVAL off_forward_seed1226 on GPU 2 (port 8432)
2026-07-20T08:54:10-07:00 EVAL on_reverse_seed1224 on GPU 0 (port 8430)
2026-07-20T08:57:11-07:00 EVAL on_reverse_seed1225 on GPU 1 (port 8431)
2026-07-20T08:59:04-07:00 EVAL on_reverse_seed1226 on GPU 2 (port 8432)
2026-07-20T09:10:10-07:00 EVAL combo_on25_seed1224 on GPU 0 (port 8430)
2026-07-20T09:14:00-07:00 EVAL combo_on25_seed1225 on GPU 1 (port 8431)
2026-07-20T09:15:51-07:00 EVAL combo_on25_seed1226 on GPU 2 (port 8432)
2026-07-20T09:25:56-07:00 lane GPU0 complete
2026-07-20T09:30:21-07:00 lane GPU1 complete
2026-07-20T09:31:33-07:00 lane GPU2 complete
2026-07-20T09:31:33-07:00 stage 3: allocation overlap report
Traceback (most recent call last):
File "/home/henry/Documents/PythonProjects/variable-reap/scripts/43_alloc_overlap.py", line 88, in <module>
main()
File "/home/henry/Documents/PythonProjects/variable-reap/scripts/43_alloc_overlap.py", line 61, in main
sa = layer_scores(stats_a, args.criterion)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/henry/Documents/PythonProjects/variable-reap/scripts/43_alloc_overlap.py", line 31, in layer_scores
return channel_scores(stats, b=b, alpha=alpha, beta=beta) # [L, E, C]
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: channel_scores() missing 1 required positional argument: 'colnorms'
2026-07-20T09:31:34-07:00 ###### PROTOCOL-C BACKLOG COMPLETE ######
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