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": 75187.46200355694,
-      "required_pages_per_second_upper_estimate": 0.00651705864558806
+      "required_token_positions_per_second": 75240.21288853684,
+      "required_pages_per_second_upper_estimate": 0.006521630958602222
     },
     {
       "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": 9398.432750444617,
-      "required_pages_per_second_upper_estimate": 0.0037491753432442225
+      "required_token_positions_per_second": 9405.026611067105,
+      "required_pages_per_second_upper_estimate": 0.003751805732833535
     },
     {
       "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": 18796.865500889235,
-      "required_pages_per_second_upper_estimate": 0.004348324020096594
+      "required_token_positions_per_second": 18810.05322213421,
+      "required_pages_per_second_upper_estimate": 0.004351374767310652
     },
     {
       "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": 28195.29825133385,
-      "required_pages_per_second_upper_estimate": 0.0017169457342088852
+      "required_token_positions_per_second": 28215.079833201315,
+      "required_pages_per_second_upper_estimate": 0.0017181503287586747
     },
     {
       "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": 28195.29825133385,
-      "required_pages_per_second_upper_estimate": 0.002170552108968635
+      "required_token_positions_per_second": 28215.079833201315,
+      "required_pages_per_second_upper_estimate": 0.0021720749498997157
     },
     {
       "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": 28195.29825133385,
-      "required_pages_per_second_upper_estimate": 0.35009124068855124
+      "required_token_positions_per_second": 28215.079833201315,
+      "required_pages_per_second_upper_estimate": 0.35033686173064943
     }
   ],
   "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": 0.1959016891328318,
-    "producer_p95_seconds": 0.19708305899985135,
-    "gpu_update_seconds": 0.9805890242247053,
-    "producer_batches_per_second": 5.104601213121479,
-    "gpu_batches_per_second": 1.0197952203173413,
-    "producer_headroom": 5.005515922631038,
+    "producer_batch_seconds": 0.08273793021878362,
+    "producer_p95_seconds": 0.18705217000024277,
+    "gpu_update_seconds": 0.9799015336283394,
+    "producer_batches_per_second": 12.086355041221161,
+    "gpu_batches_per_second": 1.02051069998558,
+    "producer_headroom": 11.843437840869226,
     "sustainable": true,
-    "buffer_seconds": 60.796519501931726,
+    "buffer_seconds": 60.753895084957044,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 80,
+    "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 363959.97977923334,
+    "generation_bytes_per_second": 395707.0588257855,
     "upload_bytes_per_second": 6056622.976904209,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 78.09733910591841,
+    "estimated_full_shards_per_hour": 84.90952323513197,
     "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

@@ -65,3 +65,4 @@
 {"step": 121500, "loss": 0.5934399608522654, "lr": 0.0003, "grad_norm": 0.14158403337003114, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 17780151113, "tokens_per_second": 148631.56427067416, "data_wait_s": 1.730599979055114e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 121600, "loss": 0.6082122325897217, "lr": 0.0003, "grad_norm": 0.1254747651580674, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 17794669645, "tokens_per_second": 147799.0983741588, "data_wait_s": 1.2200000128359534e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 121700, "loss": 0.6149105243384838, "lr": 0.0003, "grad_norm": 0.13310665873552835, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 17809178522, "tokens_per_second": 148013.39882786298, "data_wait_s": 1.217600038216915e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 121800, "loss": 0.5454456433653831, "lr": 0.0003, "grad_norm": 0.12661693401183088, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 17823906849, "tokens_per_second": 150687.54665314627, "data_wait_s": 1.2970000170753337e-05, "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 142854
+oid sha256:34845b9cc0480bf25519561fac3d674e55fdd1a30546d5a279359fc8c6d83cd2
+size 144972