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": 76870.75200442386,
-      "required_pages_per_second_upper_estimate": 0.005318096988384556
+      "required_token_positions_per_second": 76835.47728629693,
+      "required_pages_per_second_upper_estimate": 0.0053156566015359116
     },
     {
       "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": 9608.844000552983,
-      "required_pages_per_second_upper_estimate": 0.004023022327551507
+      "required_token_positions_per_second": 9604.434660787116,
+      "required_pages_per_second_upper_estimate": 0.004021176229069024
     },
     {
       "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": 19217.688001105966,
-      "required_pages_per_second_upper_estimate": 0.0040025376061166565
+      "required_token_positions_per_second": 19208.86932157423,
+      "required_pages_per_second_upper_estimate": 0.004000700907734414
     },
     {
       "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": 28826.53200165895,
-      "required_pages_per_second_upper_estimate": 0.0017281065779336715
+      "required_token_positions_per_second": 28813.303982361347,
+      "required_pages_per_second_upper_estimate": 0.001727313578374796
     },
     {
       "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": 28826.53200165895,
-      "required_pages_per_second_upper_estimate": 0.0022411360686147653
+      "required_token_positions_per_second": 28813.303982361347,
+      "required_pages_per_second_upper_estimate": 0.0022401076482982847
     },
     {
       "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": 28826.53200165895,
-      "required_pages_per_second_upper_estimate": 0.36975580099869104
+      "required_token_positions_per_second": 28813.303982361347,
+      "required_pages_per_second_upper_estimate": 0.3695861261702819
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.06341258097656066,
-    "producer_p95_seconds": 0.2173379029991338,
-    "gpu_update_seconds": 0.9591164139484026,
-    "producer_batches_per_second": 15.769741344696762,
-    "gpu_batches_per_second": 1.0426263021433357,
-    "producer_headroom": 15.125017767419418,
+    "producer_batch_seconds": 0.10786858498443053,
+    "producer_p95_seconds": 0.2192892650000431,
+    "gpu_update_seconds": 0.9595567386831197,
+    "producer_batches_per_second": 9.27053970481153,
+    "gpu_batches_per_second": 1.0421478581583241,
+    "producer_headroom": 8.895608844981323,
     "sustainable": true,
-    "buffer_seconds": 60.42433407874937,
+    "buffer_seconds": 60.452074537036545,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 80,
+    "upload_pages_per_commit": 84,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 307114.49302837474,
+    "generation_bytes_per_second": 299834.259731405,
     "upload_bytes_per_second": 3924838.1980689494,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 65.89962094438964,
+    "estimated_full_shards_per_hour": 64.33745235401737,
     "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-v1/1791300814123050567-72be911d/train.jsonl

@@ -115,3 +115,4 @@
 {"step": 811500, "loss": 0.5479552745819092, "lr": 3e-05, "grad_norm": 0.27058179124603576, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 118780566330, "tokens_per_second": 138780.58192060035, "data_wait_s": 2.0338000467745587e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 811600, "loss": 0.521442174911499, "lr": 3e-05, "grad_norm": 0.27802499530849445, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 118795037952, "tokens_per_second": 149513.28307379616, "data_wait_s": 1.6496000171173364e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 811700, "loss": 0.5145800113677979, "lr": 3e-05, "grad_norm": 0.27895607161056146, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 118809508071, "tokens_per_second": 149904.37313916325, "data_wait_s": 1.5009998605819419e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 811800, "loss": 0.5481447577476501, "lr": 3e-05, "grad_norm": 0.2835895224033298, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 118824178708, "tokens_per_second": 152101.93591095626, "data_wait_s": 1.542999962111935e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791300814.0c9d201b-2dbc-40fb-b739-4ee2350a0f54-7b2tx.840.0.1791300814123050567-72be911d

@@ -1,3 +1,3 @@
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