Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 1062967.6168812835,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 74944.14460800965,
-      "required_pages_per_second_upper_estimate": 0.006495968510424322
+      "required_token_positions_per_second": 76555.03432111851,
+      "required_pages_per_second_upper_estimate": 0.006635596347993946
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 1206672.263377472,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9368.018076001206,
-      "required_pages_per_second_upper_estimate": 0.0037370424748688394
+      "required_token_positions_per_second": 9569.379290139814,
+      "required_pages_per_second_upper_estimate": 0.00381736847380717
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 410042.7581134458,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 18736.036152002413,
-      "required_pages_per_second_upper_estimate": 0.004334252220791604
+      "required_token_positions_per_second": 19138.758580279627,
+      "required_pages_per_second_upper_estimate": 0.004427414966900874
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 2163486.5624068812,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28104.05422800362,
-      "required_pages_per_second_upper_estimate": 0.0017113894519084673
+      "required_token_positions_per_second": 28708.13787041944,
+      "required_pages_per_second_upper_estimate": 0.0017481749763496616
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 1546694.2737633225,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28104.05422800362,
-      "required_pages_per_second_upper_estimate": 0.0021635278914730514
+      "required_token_positions_per_second": 28708.13787041944,
+      "required_pages_per_second_upper_estimate": 0.0022100319224767698
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 21,
-      "required_token_positions_per_second": 28104.05422800362,
-      "required_pages_per_second_upper_estimate": 0.34895829529289174
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28708.13787041944,
+      "required_pages_per_second_upper_estimate": 0.35645899239379963
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,27 +155,27 @@
   "shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
   "estimated_fresh_generation_batch_seconds": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 61,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.05272912009377251,
-    "producer_p95_seconds": 0.17864256700158876,
-    "gpu_update_seconds": 0.9837726534291555,
-    "producer_batches_per_second": 18.964852783843504,
-    "gpu_batches_per_second": 1.0164950169272142,
-    "producer_headroom": 18.65710354505503,
+    "producer_batch_seconds": 0.05493730430472965,
+    "producer_p95_seconds": 0.1866456850002578,
+    "gpu_update_seconds": 0.9630718691959539,
+    "producer_batches_per_second": 18.202567684303144,
+    "gpu_batches_per_second": 1.038344107003018,
+    "producer_headroom": 17.530380883887695,
     "sustainable": true,
-    "buffer_seconds": 60.010131859178486,
+    "buffer_seconds": 60.67352775934509,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 321972.5831088719,
-    "upload_bytes_per_second": 5556212.940635755,
+    "generation_bytes_per_second": 321923.08234918106,
+    "upload_bytes_per_second": 5433723.454935909,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 69.08782119702929,
+    "estimated_full_shards_per_hour": 69.07719948631834,
     "selection_policy": "Smallest shard within 90% of measured local peak, enlarged to amortize 30 seconds of measured page production; bounded to 256 MiB."
   },
   "upload_measurements": [
@@ -346,6 +346,12 @@
       "bytes": 12464285,
       "pages": 43,
       "shards": 4
+    },
+    {
+      "seconds": 0.8487006530012877,
+      "bytes": 592565,
+      "pages": 19,
+      "shards": 1
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790703713325746110-adad6d18/train.jsonl

@@ -33,3 +33,4 @@
 {"step": 283500, "loss": 0.6088459976017475, "lr": 0.0003, "grad_norm": 0.15685733143738648, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 41496502680, "tokens_per_second": 150456.54305467394, "data_wait_s": 1.3289998605614528e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 283600, "loss": 0.6398585382848978, "lr": 0.0003, "grad_norm": 0.1532649933921476, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 41511170096, "tokens_per_second": 149175.92814834038, "data_wait_s": 1.2479000361054204e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 283700, "loss": 0.6043622884899378, "lr": 0.0003, "grad_norm": 0.13929980521587076, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 41525804482, "tokens_per_second": 150126.03680142402, "data_wait_s": 1.4197999917087145e-05, "gpu_peak_gb": 85.46991729736328}
+{"step": 283800, "loss": 0.5926853604614735, "lr": 0.0003, "grad_norm": 0.15031356883188096, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 41540394660, "tokens_per_second": 134554.33722788843, "data_wait_s": 1.3687998944078572e-05, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790703713.3e6d470a-8cc7-4d7e-a224-51a0f9a2ce55-85btc.38629.0.1790703713325746110-adad6d18

@@ -1,3 +1,3 @@
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-size 74295
+oid sha256:923e8230ad88d705bc28d044973e97fb23367cdee2361fc7dcc955246728d1d2
+size 76413