Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 598315.063954628,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 77513.10158329534,
-      "required_pages_per_second_upper_estimate": 0.005362536222707252
+      "required_token_positions_per_second": 76410.98879910566,
+      "required_pages_per_second_upper_estimate": 0.00528628950304303
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 8533.957213384612,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9689.137697911918,
-      "required_pages_per_second_upper_estimate": 0.0040566396219126255
+      "required_token_positions_per_second": 9551.373599888208,
+      "required_pages_per_second_upper_estimate": 0.003998960670911602
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 380144.35761751566,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 19378.275395823835,
-      "required_pages_per_second_upper_estimate": 0.004035983725462
+      "required_token_positions_per_second": 19102.747199776415,
+      "required_pages_per_second_upper_estimate": 0.003978598468392481
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 43742.16556775435,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 29067.41309373575,
-      "required_pages_per_second_upper_estimate": 0.0017425470315995447
+      "required_token_positions_per_second": 28654.120799664623,
+      "required_pages_per_second_upper_estimate": 0.001717770789630774
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 22018.86276523721,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 29067.41309373575,
-      "required_pages_per_second_upper_estimate": 0.0022598635139997867
+      "required_token_positions_per_second": 28654.120799664623,
+      "required_pages_per_second_upper_estimate": 0.0022277318560164384
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 23,
-      "required_token_positions_per_second": 29067.41309373575,
-      "required_pages_per_second_upper_estimate": 0.37284556500988636
+      "required_token_positions_per_second": 28654.120799664623,
+      "required_pages_per_second_upper_estimate": 0.36754429522023346
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,27 +155,27 @@
   "shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
   "estimated_fresh_generation_batch_seconds": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 64,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 704566,
-    "producer_batch_seconds": 0.06681454621102034,
-    "producer_p95_seconds": 0.23892979200172704,
-    "gpu_update_seconds": 0.951168234711549,
-    "producer_batches_per_second": 14.96680074488122,
-    "gpu_batches_per_second": 1.0513387259019007,
-    "producer_headroom": 14.235945443788166,
+    "producer_batch_seconds": 0.11104079755486396,
+    "producer_p95_seconds": 0.23255385700031184,
+    "gpu_update_seconds": 0.9648873958932846,
+    "producer_batches_per_second": 9.005699004511488,
+    "gpu_batches_per_second": 1.0363903645712031,
+    "producer_headroom": 8.689485460661835,
     "sustainable": true,
-    "buffer_seconds": 60.874767021539135,
+    "buffer_seconds": 60.78790594127693,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 291295.9691390401,
+    "generation_bytes_per_second": 285666.7520374398,
     "upload_bytes_per_second": 5037474.848808913,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 62.50533395412829,
+    "estimated_full_shards_per_hour": 61.2974350055923,
     "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-v1/1790868774355361490-de221e1d/train.jsonl

@@ -200,3 +200,4 @@
 {"step": 460200, "loss": 0.5797005295753479, "lr": 0.0003, "grad_norm": 0.1720838286779801, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 67359130439, "tokens_per_second": 152246.32421488495, "data_wait_s": 1.3431999832391739e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 460300, "loss": 0.6818230748176575, "lr": 0.0003, "grad_norm": 0.1774673164541843, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 67373822275, "tokens_per_second": 152216.01214944094, "data_wait_s": 1.3736000255448744e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 460400, "loss": 0.546209990978241, "lr": 0.0003, "grad_norm": 0.15693226266937596, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 67388442938, "tokens_per_second": 152288.8353781708, "data_wait_s": 1.4305998774943873e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 460500, "loss": 0.5352906584739685, "lr": 0.0003, "grad_norm": 0.1556287384075062, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 67403073268, "tokens_per_second": 152620.37214929378, "data_wait_s": 1.1044998245779425e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1790868774.f92f6aaf-743a-4c24-a54a-850bd75954cb-8js8b.612.0.1790868774355361490-de221e1d

@@ -1,3 +1,3 @@
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+size 433251