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corpus: 100000 train rows, 2345 val rows, suites ["rag_relevance"] (2s)
init: 190 tensors carried, fresh: []
plan: stage h1, 1 epochs, 771 batches, 23 warmup, 154 cooldown; rows on a sample of their options, by epoch: [0]
cluster: coordinating on 127.0.0.1:59647
cluster: ra (127.0.0.1:59648) joins round 0 as worker 0 (Metal { gpu_id: 4294970014 }, BF16)
worker 0 (ra): joined round 0
round 0: 35/300 lr×1.000 eta 4m | ra 35 steps 4594 tok/s nll 0.6981 ret 0.0000 | ret 0.0000 | 31.1s, closed 1.1s past the deadline, outer step 0.1s
worker 0 round 0: 35 steps 4594 tok/s (4638 padded; contexts 4571 of 4613) nll 0.6981 ret 0.0000 gpu 97% free 67% | delta sent 0.2s, waited 0.1s, update 0.1s
round 1: 72/300 lr×1.000 eta 3m | ra 37 steps 4947 tok/s nll 0.6949 ret 0.0000 | ret 0.0000 | 30.5s, closed 0.5s past the deadline, outer step 0.0s
worker 0 round 1: 37 steps 4947 tok/s (4976 padded; contexts 4923 of 4949) nll 0.6949 ret 0.0000 gpu 98% free 67% | delta sent 0.2s, waited 0.0s, update 0.1s
round 2: 110/300 lr×1.000 eta 3m | ra 38 steps 4796 tok/s nll 0.6942 ret 0.0000 | ret 0.0000 | 30.9s, closed 0.9s past the deadline, outer step 0.0s
worker 0 round 2: 38 steps 4796 tok/s (4831 padded; contexts 4771 of 4804) nll 0.6942 ret 0.0000 gpu 98% free 67% | delta sent 0.2s, waited 0.0s, update 0.1s, state kept
val @110: rag_relevance 0.517/0.693
saved runs/h1run at 110 batches, 0 epochs
round 3: 144/300 lr×1.000 eta 2m | ra 34 steps 4453 tok/s nll 0.6932 ret 0.0000 | ret 0.0000 | 31.8s, closed 1.8s past the deadline, outer step 0.0s
worker 0 round 3: 34 steps 4453 tok/s (4481 padded; contexts 4431 of 4457) nll 0.6932 ret 0.0000 gpu 98% free 67% | delta sent 0.2s, waited 0.0s, update 0.1s
round 4: 181/300 lr×1.000 eta 2m | ra 37 steps 4923 tok/s nll 0.6934 ret 0.0000 | ret 0.0000 | 30.5s, closed 0.5s past the deadline, outer step 0.1s
worker 0 round 4: 37 steps 4923 tok/s (4949 padded; contexts 4899 of 4922) nll 0.6934 ret 0.0000 gpu 98% free 67% | delta sent 0.2s, waited 0.1s, update 0.1s
round 5: 218/300 lr×1.000 eta 1m | ra 37 steps 4606 tok/s nll 0.6932 ret 0.0000 | ret 0.0000 | 31.4s, closed 1.4s past the deadline, outer step 0.1s
worker 0 round 5: 37 steps 4606 tok/s (4634 padded; contexts 4582 of 4607) nll 0.6932 ret 0.0000 gpu 98% free 63% | delta sent 0.3s, waited 0.1s, update 0.1s, state kept
val @218: rag_relevance 0.497/0.693