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": 74354.60003259049,
-      "required_pages_per_second_upper_estimate": 0.006444868280814055
+      "required_token_positions_per_second": 74490.46556253861,
+      "required_pages_per_second_upper_estimate": 0.00645664476060192
     },
     {
       "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": 9294.325004073811,
-      "required_pages_per_second_upper_estimate": 0.0037076452066673892
+      "required_token_positions_per_second": 9311.308195317326,
+      "required_pages_per_second_upper_estimate": 0.0037144200555757644
     },
     {
       "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": 18588.650008147622,
-      "required_pages_per_second_upper_estimate": 0.004300157030318337
+      "required_token_positions_per_second": 18622.616390634652,
+      "required_pages_per_second_upper_estimate": 0.004308014555118796
     },
     {
       "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": 27882.975012221432,
-      "required_pages_per_second_upper_estimate": 0.0016979268875803343
+      "required_token_positions_per_second": 27933.92458595198,
+      "required_pages_per_second_upper_estimate": 0.0017010294493087703
     },
     {
       "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": 27882.975012221432,
-      "required_pages_per_second_upper_estimate": 0.0021465086014557004
+      "required_token_positions_per_second": 27933.92458595198,
+      "required_pages_per_second_upper_estimate": 0.002150430840678925
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "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": 27882.975012221432,
-      "required_pages_per_second_upper_estimate": 0.3462132313374155
+      "required_token_positions_per_second": 27933.92458595198,
+      "required_pages_per_second_upper_estimate": 0.34684585452589467
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.23276441891407984,
-    "producer_p95_seconds": 0.18257166999956098,
-    "gpu_update_seconds": 0.9915728141592337,
-    "producer_batches_per_second": 4.296189274397344,
-    "gpu_batches_per_second": 1.008498806865648,
-    "producer_headroom": 4.25998448897489,
+    "producer_batch_seconds": 0.06536761660152735,
+    "producer_p95_seconds": 0.17454405199987377,
+    "gpu_update_seconds": 0.9897642529580046,
+    "producer_batches_per_second": 15.298094867002304,
+    "gpu_batches_per_second": 1.0103416010543975,
+    "producer_headroom": 15.14150743771922,
     "sustainable": true,
-    "buffer_seconds": 60.485941663713255,
+    "buffer_seconds": 60.375619430438284,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 380935.02429317584,
-    "upload_bytes_per_second": 4905767.179069497,
+    "generation_bytes_per_second": 422320.1799184866,
+    "upload_bytes_per_second": 5051501.2185256425,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 81.73978849979837,
+    "estimated_full_shards_per_hour": 90.62007949987363,
     "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": [
@@ -208,6 +208,12 @@
       "bytes": 6132811,
       "pages": 34,
       "shards": 2
+    },
+    {
+      "seconds": 1.2374535429999014,
+      "bytes": 7166128,
+      "pages": 34,
+      "shards": 4
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790606918076636751-3952f1c5/train.jsonl

@@ -35,3 +35,4 @@
 {"step": 198500, "loss": 0.5699267964810133, "lr": 0.0003, "grad_norm": 0.13448268142187705, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29052619260, "tokens_per_second": 146686.85576588917, "data_wait_s": 1.6292000054818345e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 198600, "loss": 0.6101530659943819, "lr": 0.0003, "grad_norm": 0.14258927592460816, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29067243499, "tokens_per_second": 148175.9281633369, "data_wait_s": 1.7857999409898184e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 198700, "loss": 0.5925858672708273, "lr": 0.0003, "grad_norm": 0.1401057552846532, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29081927637, "tokens_per_second": 148369.93185458748, "data_wait_s": 1.7082000340451486e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 198800, "loss": 0.5626566894352436, "lr": 0.0003, "grad_norm": 0.1311758286935325, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29096534059, "tokens_per_second": 147478.5739769078, "data_wait_s": 2.369800040469272e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790606918.0a7f8bdc-23d3-4ecb-bd0c-4a4bf460026e-rl2cx.1192.0.1790606918076636751-3952f1c5

@@ -1,3 +1,3 @@
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-size 78531
+oid sha256:26a2d8d0047a53297bac3e30e5098b565e6b251373a1d1f5741e5696711cd269
+size 80649