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": 77140.22324279293,
-      "required_pages_per_second_upper_estimate": 0.005336739633914345
+      "required_token_positions_per_second": 77348.63265902986,
+      "required_pages_per_second_upper_estimate": 0.005351157880906085
     },
     {
       "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": 9642.527905349116,
-      "required_pages_per_second_upper_estimate": 0.0040371250750897295
+      "required_token_positions_per_second": 9668.579082378732,
+      "required_pages_per_second_upper_estimate": 0.0040480321589015916
     },
     {
       "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": 19285.05581069823,
-      "required_pages_per_second_upper_estimate": 0.004016568544246114
+      "required_token_positions_per_second": 19337.158164757464,
+      "required_pages_per_second_upper_estimate": 0.004027420090565176
     },
     {
       "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": 28927.58371604735,
-      "required_pages_per_second_upper_estimate": 0.0017341644739142222
+      "required_token_positions_per_second": 29005.7372471362,
+      "required_pages_per_second_upper_estimate": 0.0017388496587694665
     },
     {
       "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": 28927.58371604735,
-      "required_pages_per_second_upper_estimate": 0.002248992394928946
+      "required_token_positions_per_second": 29005.7372471362,
+      "required_pages_per_second_upper_estimate": 0.0022550684882100503
     },
     {
       "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": 28927.58371604735,
-      "required_pages_per_second_upper_estimate": 0.37105198388998795
+      "required_token_positions_per_second": 29005.7372471362,
+      "required_pages_per_second_upper_estimate": 0.37205445347207194
     }
   ],
   "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": 0.10761807482806773,
-    "producer_p95_seconds": 0.1866873819999455,
-    "gpu_update_seconds": 0.9557659661931076,
-    "producer_batches_per_second": 9.292119391632076,
-    "gpu_batches_per_second": 1.0462812397297219,
-    "producer_headroom": 8.881091468324943,
+    "producer_batch_seconds": 0.07256710532031008,
+    "producer_p95_seconds": 0.18627858699983335,
+    "gpu_update_seconds": 0.9531907347995352,
+    "producer_batches_per_second": 13.780348486907608,
+    "gpu_batches_per_second": 1.0491079733483868,
+    "producer_headroom": 13.135300500029127,
     "sustainable": true,
-    "buffer_seconds": 60.21325587016578,
+    "buffer_seconds": 60.05101629237072,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
+    "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 390089.33467260783,
-    "upload_bytes_per_second": 5523840.133055187,
+    "generation_bytes_per_second": 407878.83317913907,
+    "upload_bytes_per_second": 5547433.145988394,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 83.70409040578534,
+    "estimated_full_shards_per_hour": 87.52130266695623,
     "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": [
@@ -550,6 +550,12 @@
       "bytes": 11763818,
       "pages": 37,
       "shards": 3
+    },
+    {
+      "seconds": 1.0410187759998735,
+      "bytes": 7475284,
+      "pages": 38,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791039222312944374-63c10d34/train.jsonl

@@ -73,3 +73,4 @@
 {"step": 611700, "loss": 0.5162065029144287, "lr": 0.0001, "grad_norm": 0.17406104491443863, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 89535262022, "tokens_per_second": 153441.24196737166, "data_wait_s": 1.3316000149643514e-05, "gpu_peak_gb": 89.37861251831055}
 {"step": 611800, "loss": 0.666245698928833, "lr": 0.0001, "grad_norm": 0.1913862472896558, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 89549970699, "tokens_per_second": 152055.72961813345, "data_wait_s": 1.149099989561364e-05, "gpu_peak_gb": 89.37861251831055}
 {"step": 611900, "loss": 0.5776656866073608, "lr": 0.0001, "grad_norm": 0.14340920056441128, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 89564452425, "tokens_per_second": 150589.9909592441, "data_wait_s": 9.762000445334706e-06, "gpu_peak_gb": 89.37861251831055}
+{"step": 612000, "loss": 0.55414217710495, "lr": 0.0001, "grad_norm": 0.15120684381030386, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 89578955010, "tokens_per_second": 151040.63235765524, "data_wait_s": 1.0994000149366912e-05, "gpu_peak_gb": 89.37861251831055}

runs/void-byte-v1/events.out.tfevents.1791039222.f2a393d4-e1e4-407b-a6aa-034aa2ada5ac-vwfgg.353.0.1791039222312944374-63c10d34

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