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": 74341.17926188819,
-      "required_pages_per_second_upper_estimate": 0.006443705002424212
+      "required_token_positions_per_second": 74182.28374945406,
+      "required_pages_per_second_upper_estimate": 0.006429932342123416
     },
     {
       "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": 9292.647407736024,
-      "required_pages_per_second_upper_estimate": 0.003706975988405945
+      "required_token_positions_per_second": 9272.785468681757,
+      "required_pages_per_second_upper_estimate": 0.003699052763954746
     },
     {
       "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": 18585.294815472047,
-      "required_pages_per_second_upper_estimate": 0.004299380865542217
+      "required_token_positions_per_second": 18545.570937363515,
+      "required_pages_per_second_upper_estimate": 0.004290191445458185
     },
     {
       "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": 27877.94222320807,
-      "required_pages_per_second_upper_estimate": 0.0016976204171344237
+      "required_token_positions_per_second": 27818.356406045274,
+      "required_pages_per_second_upper_estimate": 0.0016939919534918314
     },
     {
       "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": 27877.94222320807,
-      "required_pages_per_second_upper_estimate": 0.0021461211634258
+      "required_token_positions_per_second": 27818.356406045274,
+      "required_pages_per_second_upper_estimate": 0.0021415340822765094
     },
     {
       "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": 21,
-      "required_token_positions_per_second": 27877.94222320807,
-      "required_pages_per_second_upper_estimate": 0.3461507409415308
+      "required_token_positions_per_second": 27818.356406045274,
+      "required_pages_per_second_upper_estimate": 0.34541088451327057
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.09351600074981548,
-    "producer_p95_seconds": 0.2998225330011337,
-    "gpu_update_seconds": 0.9917518222339723,
-    "producer_batches_per_second": 10.693357200713837,
-    "gpu_batches_per_second": 1.0083167760130234,
-    "producer_headroom": 10.605156489606719,
+    "producer_batch_seconds": 0.07296667499215914,
+    "producer_p95_seconds": 0.2723426730008214,
+    "gpu_update_seconds": 0.9938761153405795,
+    "producer_batches_per_second": 13.70488651302061,
+    "gpu_batches_per_second": 1.0061616176955033,
+    "producer_headroom": 13.620959368744424,
     "sustainable": true,
-    "buffer_seconds": 60.49686115627231,
+    "buffer_seconds": 60.62644303577535,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 88,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 395380.14505130943,
+    "generation_bytes_per_second": 379130.291451338,
     "upload_bytes_per_second": 5460643.949395277,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 84.83937514929258,
+    "estimated_full_shards_per_hour": 81.35253484397035,
     "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-v1/1790738827394728502-c744ae20/train.jsonl

@@ -215,3 +215,4 @@
 {"step": 336500, "loss": 0.6084229610860348, "lr": 0.0003, "grad_norm": 0.16968612888862306, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 49254826301, "tokens_per_second": 147117.7818765244, "data_wait_s": 1.3072000001557171e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 336600, "loss": 0.5735634211450815, "lr": 0.0003, "grad_norm": 0.15155936902108486, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 49269462398, "tokens_per_second": 147894.26294284908, "data_wait_s": 1.3128999853506684e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 336700, "loss": 0.5935948863625526, "lr": 0.0003, "grad_norm": 0.14299183902306487, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 49284108645, "tokens_per_second": 148462.8509218014, "data_wait_s": 1.3539996871259063e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 336800, "loss": 0.5988835487514734, "lr": 0.0003, "grad_norm": 0.15996886367219212, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 49298928501, "tokens_per_second": 140223.44892660063, "data_wait_s": 9.431998478248715e-06, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790738827.1a46e860-412e-40b5-8c01-42d24543f8c9-dfnph.319.0.1790738827394728502-c744ae20

@@ -1,3 +1,3 @@
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-size 462903
+oid sha256:d213f332c82006f5890ecc5407df39004038c6e40ac29990bd7e97fb37b9e6f8
+size 465021