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": 75575.27981967988,
-      "required_pages_per_second_upper_estimate": 0.006550673710974328
+      "required_token_positions_per_second": 75516.06790801907,
+      "required_pages_per_second_upper_estimate": 0.006545541372542787
     },
     {
       "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": 9446.909977459985,
-      "required_pages_per_second_upper_estimate": 0.0037685136338997866
+      "required_token_positions_per_second": 9439.508488502384,
+      "required_pages_per_second_upper_estimate": 0.003765561069292478
     },
     {
       "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": 18893.81995491997,
-      "required_pages_per_second_upper_estimate": 0.004370752726696492
+      "required_token_positions_per_second": 18879.01697700477,
+      "required_pages_per_second_upper_estimate": 0.004367328318279324
     },
     {
       "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": 28340.729932379953,
-      "required_pages_per_second_upper_estimate": 0.0017258017605635318
+      "required_token_positions_per_second": 28318.525465507155,
+      "required_pages_per_second_upper_estimate": 0.0017244496250288126
     },
     {
       "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": 28340.729932379953,
-      "required_pages_per_second_upper_estimate": 0.0021817478423562233
+      "required_token_positions_per_second": 28318.525465507155,
+      "required_pages_per_second_upper_estimate": 0.0021800384810304572
     },
     {
       "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": 28340.729932379953,
-      "required_pages_per_second_upper_estimate": 0.3518970154386177
+      "required_token_positions_per_second": 28318.525465507155,
+      "required_pages_per_second_upper_estimate": 0.3516213102736277
     }
   ],
   "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": 0.08017407092187057,
-    "producer_p95_seconds": 0.19070533500052989,
-    "gpu_update_seconds": 0.9755570892481321,
-    "producer_batches_per_second": 12.47286047099314,
-    "gpu_batches_per_second": 1.0250553360959185,
-    "producer_headroom": 12.167987455680155,
+    "producer_batch_seconds": 0.3679920735389999,
+    "producer_p95_seconds": 0.21067002699965087,
+    "gpu_update_seconds": 0.9763220204977171,
+    "producer_batches_per_second": 2.717449836304748,
+    "gpu_batches_per_second": 1.02425222314479,
+    "producer_headroom": 2.653106114782242,
     "sustainable": true,
-    "buffer_seconds": 60.48453953338419,
+    "buffer_seconds": 60.53196527085846,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 86,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 334855.7381029032,
+    "generation_bytes_per_second": 304877.81003685505,
     "upload_bytes_per_second": 4906323.104060274,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 71.8522463542492,
+    "estimated_full_shards_per_hour": 65.41968084172477,
     "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-v1/1790485060735632541-7579de36/train.jsonl

@@ -54,3 +54,4 @@
 {"step": 90400, "loss": 0.6579201780259609, "lr": 0.0003, "grad_norm": 0.1491589859164321, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 13229336537, "tokens_per_second": 149361.85120049384, "data_wait_s": 1.6202000551857054e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 90500, "loss": 0.6523060668259859, "lr": 0.0003, "grad_norm": 0.1484641486469891, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 13244100807, "tokens_per_second": 150066.975510159, "data_wait_s": 1.3369999578571878e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 90600, "loss": 0.5686690304428339, "lr": 0.0003, "grad_norm": 0.13435895790141134, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 13258850239, "tokens_per_second": 150498.51317028955, "data_wait_s": 9.449000572203659e-06, "gpu_peak_gb": 85.46991729736328}
+{"step": 90700, "loss": 0.5889896973967552, "lr": 0.0003, "grad_norm": 0.13338667831945086, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 13273557530, "tokens_per_second": 149663.66695066163, "data_wait_s": 1.3901000784244388e-05, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790485060.0b09bbb2-f535-42d2-bd00-cbae7fb94f51-r2qrq.28895.0.1790485060735632541-7579de36

@@ -1,3 +1,3 @@
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-size 119556
+oid sha256:c5d45323be304adc4b8bb608511a3ed14c313a5f89122e14dfb60b98b4c09bca
+size 121674