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": 75700.42065969415,
-      "required_pages_per_second_upper_estimate": 0.006561520601820205
+      "required_token_positions_per_second": 76123.99454394318,
+      "required_pages_per_second_upper_estimate": 0.006598234912568716
     },
     {
       "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": 9462.552582461769,
-      "required_pages_per_second_upper_estimate": 0.003774753702912785
+      "required_token_positions_per_second": 9515.499317992897,
+      "required_pages_per_second_upper_estimate": 0.003795874947340393
     },
     {
       "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": 18925.105164923538,
-      "required_pages_per_second_upper_estimate": 0.004377990009429927
+      "required_token_positions_per_second": 19030.998635985794,
+      "required_pages_per_second_upper_estimate": 0.004402486600298741
     },
     {
       "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": 28387.657747385307,
-      "required_pages_per_second_upper_estimate": 0.0017286594182861408
+      "required_token_positions_per_second": 28546.49795397869,
+      "required_pages_per_second_upper_estimate": 0.00173833195349752
     },
     {
       "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": 28387.657747385307,
-      "required_pages_per_second_upper_estimate": 0.0021853604754598415
+      "required_token_positions_per_second": 28546.49795397869,
+      "required_pages_per_second_upper_estimate": 0.002197588434261234
     },
     {
       "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": 22,
-      "required_token_positions_per_second": 28387.657747385307,
-      "required_pages_per_second_upper_estimate": 0.35247970184369054
+      "required_token_positions_per_second": 28546.49795397869,
+      "required_pages_per_second_upper_estimate": 0.354451965605606
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.10835212426565022,
-    "producer_p95_seconds": 0.18128053600048588,
-    "gpu_update_seconds": 0.9739443897074096,
-    "producer_batches_per_second": 9.229168387582964,
-    "gpu_batches_per_second": 1.0267526673678133,
-    "producer_headroom": 8.988696772751407,
+    "producer_batch_seconds": 0.07604392072652644,
+    "producer_p95_seconds": 0.18557740400046896,
+    "gpu_update_seconds": 0.9685251075131105,
+    "producer_batches_per_second": 13.150295124790555,
+    "gpu_batches_per_second": 1.0324977558586041,
+    "producer_headroom": 12.736390999566904,
     "sustainable": true,
-    "buffer_seconds": 60.384552161859396,
+    "buffer_seconds": 60.04855666581285,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 277916.1754116266,
-    "upload_bytes_per_second": 4549311.657610997,
+    "generation_bytes_per_second": 267233.1446026912,
+    "upload_bytes_per_second": 4583888.070190101,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 59.634341685882546,
+    "estimated_full_shards_per_hour": 57.34201196251441,
     "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": [
@@ -502,6 +502,12 @@
       "bytes": 12981710,
       "pages": 37,
       "shards": 4
+    },
+    {
+      "seconds": 1.0470021729997825,
+      "bytes": 7549840,
+      "pages": 34,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790390190216476996-4d8dc439/train.jsonl

@@ -60,3 +60,4 @@
 {"step": 6000, "loss": 0.7702555432915688, "lr": 0.0003, "grad_norm": 0.17842406945478048, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 877349814, "tokens_per_second": 149471.56779400317, "data_wait_s": 1.1080999684054404e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 6100, "loss": 0.7579893618822098, "lr": 0.0003, "grad_norm": 0.16477188436430226, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 891895665, "tokens_per_second": 139470.8196672479, "data_wait_s": 1.0054999620479066e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 6200, "loss": 0.7633047662675381, "lr": 0.0003, "grad_norm": 0.16709487775004292, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 906568607, "tokens_per_second": 149296.6951368186, "data_wait_s": 9.794000106921885e-06, "gpu_peak_gb": 85.43514251708984}
+{"step": 6300, "loss": 0.7785959988832474, "lr": 0.0003, "grad_norm": 0.1863095277344159, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 921415758, "tokens_per_second": 151907.7625647174, "data_wait_s": 9.184000191453379e-06, "gpu_peak_gb": 85.43514251708984}

runs/void-byte-v1/events.out.tfevents.1790390190.c8125a87-1345-4bfd-b42f-0e32ed8b7bb7-6w295.451.0.1790390190216476996-4d8dc439

@@ -1,3 +1,3 @@
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-size 130045
+oid sha256:99b5d49393441470d6cde76b9fe7094ff6d61b074f65d5b65711b9f67ae631cd
+size 132128