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": 75396.74936134786,
-      "required_pages_per_second_upper_estimate": 0.006535199143327418
+      "required_token_positions_per_second": 76106.89751131211,
+      "required_pages_per_second_upper_estimate": 0.006596752985112289
     },
     {
       "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": 9424.593670168482,
-      "required_pages_per_second_upper_estimate": 0.0037596113252626783
+      "required_token_positions_per_second": 9513.362188914014,
+      "required_pages_per_second_upper_estimate": 0.0037950224145978993
     },
     {
       "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": 18849.187340336965,
-      "required_pages_per_second_upper_estimate": 0.004360427756819902
+      "required_token_positions_per_second": 19026.724377828028,
+      "required_pages_per_second_upper_estimate": 0.004401497825898317
     },
     {
       "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": 28273.781010505445,
-      "required_pages_per_second_upper_estimate": 0.001721724922475221
+      "required_token_positions_per_second": 28540.086566742044,
+      "required_pages_per_second_upper_estimate": 0.0017379415336527574
     },
     {
       "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": 28273.781010505445,
-      "required_pages_per_second_upper_estimate": 0.0021765939290238467
+      "required_token_positions_per_second": 28540.086566742044,
+      "required_pages_per_second_upper_estimate": 0.0021970948679239013
     },
     {
       "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": 28273.781010505445,
-      "required_pages_per_second_upper_estimate": 0.35106573389256424
+      "required_token_positions_per_second": 28540.086566742044,
+      "required_pages_per_second_upper_estimate": 0.3543723576336596
     }
   ],
   "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": 0.11331817983585779,
-    "producer_p95_seconds": 0.3868185720020847,
-    "gpu_update_seconds": 0.9778670914133157,
-    "producer_batches_per_second": 8.824709340094477,
-    "gpu_batches_per_second": 1.0226338617804343,
-    "producer_headroom": 8.629392854966108,
+    "producer_batch_seconds": 0.29114429542181597,
+    "producer_p95_seconds": 0.3803388999986055,
+    "gpu_update_seconds": 0.9687426818185759,
+    "producer_batches_per_second": 3.4347229731950577,
+    "gpu_batches_per_second": 1.0322658625123713,
+    "producer_headroom": 3.327362744356853,
     "sustainable": true,
-    "buffer_seconds": 60.627759667625575,
+    "buffer_seconds": 60.06204627275171,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 88,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 507609.88189362624,
+    "generation_bytes_per_second": 471060.87863551226,
     "upload_bytes_per_second": 5244076.132598249,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 108.9212641010913,
+    "estimated_full_shards_per_hour": 101.07869881915117,
     "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": [

metrics/void-byte-v1/1790519810984249790-cb9c9513/train.jsonl

@@ -324,3 +324,4 @@
 {"step": 147400, "loss": 0.577962338924408, "lr": 0.0003, "grad_norm": 0.14103880552126036, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21571622651, "tokens_per_second": 150578.31751383236, "data_wait_s": 1.5854002413107082e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 147500, "loss": 0.6346491239964962, "lr": 0.0003, "grad_norm": 0.14649534405941178, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21586278425, "tokens_per_second": 149279.80276100218, "data_wait_s": 1.326200072071515e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 147600, "loss": 0.6685522776097059, "lr": 0.0003, "grad_norm": 0.15143513756810176, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21600793368, "tokens_per_second": 148912.81795938374, "data_wait_s": 1.0970994480885565e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 147700, "loss": 0.6182952933013439, "lr": 0.0003, "grad_norm": 0.1372575641211036, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21615276738, "tokens_per_second": 148059.53962410265, "data_wait_s": 9.177994797937572e-06, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790519810.cad0b19a-59f2-43f0-8fb4-2a94097843e2-tjh7c.1336.0.1790519810984249790-cb9c9513

@@ -1,3 +1,3 @@
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-size 695331
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+size 697449