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": 75088.74530483033,
-      "required_pages_per_second_upper_estimate": 0.006508502132337623
+      "required_token_positions_per_second": 75247.78684347334,
+      "required_pages_per_second_upper_estimate": 0.006522287449820105
     },
     {
       "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": 9386.093163103791,
-      "required_pages_per_second_upper_estimate": 0.0037442528973606953
+      "required_token_positions_per_second": 9405.973355434167,
+      "required_pages_per_second_upper_estimate": 0.003752183403316646
     },
     {
       "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": 18772.186326207582,
-      "required_pages_per_second_upper_estimate": 0.004342614927372633
+      "required_token_positions_per_second": 18811.946710868335,
+      "required_pages_per_second_upper_estimate": 0.0043518127926050285
     },
     {
       "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": 28158.279489311375,
-      "required_pages_per_second_upper_estimate": 0.0017146914858241506
+      "required_token_positions_per_second": 28217.9200663025,
+      "required_pages_per_second_upper_estimate": 0.0017183232840529855
     },
     {
       "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": 28158.279489311375,
-      "required_pages_per_second_upper_estimate": 0.002167702302193653
+      "required_token_positions_per_second": 28217.9200663025,
+      "required_pages_per_second_upper_estimate": 0.0021722935989061136
     },
     {
       "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": 28158.279489311375,
-      "required_pages_per_second_upper_estimate": 0.34963159155805873
+      "required_token_positions_per_second": 28217.9200663025,
+      "required_pages_per_second_upper_estimate": 0.35037212792011746
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,33 +158,27 @@
     "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 717798,
-    "producer_batch_seconds": 0.13712189585947954,
-    "producer_p95_seconds": 0.3495586600038223,
-    "gpu_update_seconds": 0.9818781722972431,
-    "producer_batches_per_second": 7.292781314989876,
-    "gpu_batches_per_second": 1.018456289399283,
-    "producer_headroom": 7.160622788525744,
+    "producer_batch_seconds": 0.08322219045300017,
+    "producer_p95_seconds": 0.31289676600135863,
+    "gpu_update_seconds": 0.9798029030855788,
+    "producer_batches_per_second": 12.016025948809306,
+    "gpu_batches_per_second": 1.0206134283240198,
+    "producer_headroom": 11.773337108195003,
     "sustainable": true,
-    "buffer_seconds": 60.87644668242907,
+    "buffer_seconds": 60.74777999130589,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 84,
+    "upload_pages_per_commit": 85,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 328449.4802538038,
-    "upload_bytes_per_second": 5083187.446735885,
+    "generation_bytes_per_second": 328223.3110973773,
+    "upload_bytes_per_second": 5164048.4612318445,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 70.47761254988275,
+    "estimated_full_shards_per_hour": 70.42908191386212,
     "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": [
-    {
-      "seconds": 0.9252583010020317,
-      "bytes": 184838,
-      "pages": 5,
-      "shards": 1
-    },
     {
       "seconds": 0.9666055019988562,
       "bytes": 1234734,
@@ -562,6 +556,12 @@
       "bytes": 916282,
       "pages": 26,
       "shards": 1
+    },
+    {
+      "seconds": 1.0841833719969145,
+      "bytes": 7541614,
+      "pages": 38,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790782192342215557-281f6532/train.jsonl

@@ -327,3 +327,4 @@
 {"step": 387700, "loss": 0.5797650143504143, "lr": 0.0003, "grad_norm": 0.1589285284853014, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 56748958865, "tokens_per_second": 146837.07462577018, "data_wait_s": 1.0078998457174748e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 387800, "loss": 0.5995310693979263, "lr": 0.0003, "grad_norm": 0.13778129882127946, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 56763541221, "tokens_per_second": 149192.33030781275, "data_wait_s": 1.1115000233985484e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 387900, "loss": 0.576649721711874, "lr": 0.0003, "grad_norm": 0.15065807361659975, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 56778200568, "tokens_per_second": 149313.68857831822, "data_wait_s": 1.7134996596723795e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 388000, "loss": 0.5786723587661982, "lr": 0.0003, "grad_norm": 0.15961557350696104, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 56792864148, "tokens_per_second": 131251.37765346418, "data_wait_s": 9.183997462969273e-06, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790782192.062ccfe6-664f-43fe-9e0e-62f43f0c4870-64tpq.429.0.1790782192342215557-281f6532

@@ -1,3 +1,3 @@
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-size 701685
+oid sha256:2aff9d006638c8353c7aa81586cd45869493f763a6a25256081c82f778727128
+size 703803