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": 75681.58633512296,
-      "required_pages_per_second_upper_estimate": 0.006559888090301534
+      "required_token_positions_per_second": 75568.82763371075,
+      "required_pages_per_second_upper_estimate": 0.00655011445184744
     },
     {
       "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": 9460.19829189037,
-      "required_pages_per_second_upper_estimate": 0.003773814541204073
+      "required_token_positions_per_second": 9446.103454213844,
+      "required_pages_per_second_upper_estimate": 0.003768191899718304
     },
     {
       "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": 18920.39658378074,
-      "required_pages_per_second_upper_estimate": 0.004376900762050739
+      "required_token_positions_per_second": 18892.206908427688,
+      "required_pages_per_second_upper_estimate": 0.004370379576779152
     },
     {
       "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": 28380.59487567111,
-      "required_pages_per_second_upper_estimate": 0.0017282293264547703
+      "required_token_positions_per_second": 28338.310362641532,
+      "required_pages_per_second_upper_estimate": 0.0017256544214609632
     },
     {
       "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": 28380.59487567111,
-      "required_pages_per_second_upper_estimate": 0.0021848167560440026
+      "required_token_positions_per_second": 28338.310362641532,
+      "required_pages_per_second_upper_estimate": 0.002181561577179962
     },
     {
       "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": 28380.59487567111,
-      "required_pages_per_second_upper_estimate": 0.3523920046149113
+      "required_token_positions_per_second": 28338.310362641532,
+      "required_pages_per_second_upper_estimate": 0.3518669724802455
     }
   ],
   "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": 0.1801732362186499,
-    "producer_p95_seconds": 0.33215648899931693,
-    "gpu_update_seconds": 0.9741867681463182,
-    "producer_batches_per_second": 5.5502138996185115,
-    "gpu_batches_per_second": 1.0264972104915766,
-    "producer_headroom": 5.406944941390131,
+    "producer_batch_seconds": 0.5000418172187722,
+    "producer_p95_seconds": 0.3355385930008197,
+    "gpu_update_seconds": 0.9756403838546575,
+    "producer_batches_per_second": 1.9998327451131797,
+    "gpu_batches_per_second": 1.0249678227228562,
+    "producer_headroom": 1.951117587087336,
     "sustainable": true,
-    "buffer_seconds": 60.39957962507173,
+    "buffer_seconds": 60.489703798988764,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 78,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 411819.44073644676,
+    "generation_bytes_per_second": 352981.1187882508,
     "upload_bytes_per_second": 6441468.260470278,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 88.36686531610539,
+    "estimated_full_shards_per_hour": 75.74153111205713,
     "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-v1/1790434090210070261-a05fc3fb/train.jsonl

@@ -199,3 +199,4 @@
 {"step": 59900, "loss": 0.6550644431263208, "lr": 0.0003, "grad_norm": 0.12457709107079436, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8766957314, "tokens_per_second": 149703.35222456805, "data_wait_s": 1.0060997738037258e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 60000, "loss": 0.6313408296555281, "lr": 0.0003, "grad_norm": 0.13860069394475039, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8781684944, "tokens_per_second": 150619.37458179664, "data_wait_s": 1.96129985852167e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 60100, "loss": 0.5657984018325806, "lr": 0.0003, "grad_norm": 0.13197050722056766, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8796266252, "tokens_per_second": 121109.6552948848, "data_wait_s": 1.123200127040036e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 60200, "loss": 0.6868634317070246, "lr": 0.0003, "grad_norm": 0.1663107885689551, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8810790000, "tokens_per_second": 148013.39657406998, "data_wait_s": 1.0452997230459005e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790434090.372bd512-57cc-4928-b44a-3b375a0fa071-5spg5.451.0.1790434090210070261-a05fc3fb

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ee644fd9d47fb3225a689e3b22c295431c84c0e2c6eebe28b3d2877c3ccff871
-size 429015
+oid sha256:d9635c34b45aa6bf9ce0dc9e418ab7824f6d69200edec9647d9d271a2b6c13fd
+size 431133