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": 73204.54359674091,
-      "required_pages_per_second_upper_estimate": 0.006345184303746002
+      "required_token_positions_per_second": 74618.18657607192,
+      "required_pages_per_second_upper_estimate": 0.006467715294349039
     },
     {
       "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": 9150.567949592614,
-      "required_pages_per_second_upper_estimate": 0.0036502983682753366
+      "required_token_positions_per_second": 9327.27332200899,
+      "required_pages_per_second_upper_estimate": 0.003720788783312985
     },
     {
       "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": 18301.13589918523,
-      "required_pages_per_second_upper_estimate": 0.004233645701285382
+      "required_token_positions_per_second": 18654.54664401798,
+      "required_pages_per_second_upper_estimate": 0.004315401057285763
     },
     {
       "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": 27451.703848777845,
-      "required_pages_per_second_upper_estimate": 0.0016716647364315434
+      "required_token_positions_per_second": 27981.819966026967,
+      "required_pages_per_second_upper_estimate": 0.0017039460266676982
     },
     {
       "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": 27451.703848777845,
-      "required_pages_per_second_upper_estimate": 0.0021133081534588237
+      "required_token_positions_per_second": 27981.819966026967,
+      "required_pages_per_second_upper_estimate": 0.002154117959619995
     },
     {
       "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": 27451.703848777845,
-      "required_pages_per_second_upper_estimate": 0.3408582868591808
+      "required_token_positions_per_second": 27981.819966026967,
+      "required_pages_per_second_upper_estimate": 0.3474405548509004
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,36 +155,30 @@
   "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": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 60,
+    "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.11229810356286407,
-    "producer_p95_seconds": 0.356262464003521,
-    "gpu_update_seconds": 1.0071505999155275,
-    "producer_batches_per_second": 8.904869880017197,
-    "gpu_batches_per_second": 0.9929001681415598,
-    "producer_headroom": 8.96854504182903,
+    "producer_batch_seconds": 0.12559938412522342,
+    "producer_p95_seconds": 0.369144119998964,
+    "gpu_update_seconds": 0.9880701124361366,
+    "producer_batches_per_second": 7.961822479981218,
+    "gpu_batches_per_second": 1.0120739281693782,
+    "producer_headroom": 7.866838832991602,
     "sustainable": true,
-    "buffer_seconds": 60.429035994931645,
+    "buffer_seconds": 60.272276858604336,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 84,
+    "upload_pages_per_commit": 86,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 382009.22899517324,
-    "upload_bytes_per_second": 5598717.511128207,
+    "generation_bytes_per_second": 401540.7131874649,
+    "upload_bytes_per_second": 5749241.832855536,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 81.97028782264135,
+    "estimated_full_shards_per_hour": 86.16128966062509,
     "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": [
-    {
-      "seconds": 3.8789173690020107,
-      "bytes": 11941335,
-      "pages": 36,
-      "shards": 3
-    },
     {
       "seconds": 1.0000528349992237,
       "bytes": 11258395,
@@ -562,6 +556,12 @@
       "bytes": 2455446,
       "pages": 32,
       "shards": 2
+    },
+    {
+      "seconds": 0.9131047679984476,
+      "bytes": 6268591,
+      "pages": 36,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790434090210070261-a05fc3fb/train.jsonl

@@ -360,3 +360,4 @@
 {"step": 76000, "loss": 0.6361755728721619, "lr": 0.0003, "grad_norm": 0.1380576848242837, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 11122456382, "tokens_per_second": 149707.9525421129, "data_wait_s": 1.0894000297412276e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 76100, "loss": 0.6172399986535311, "lr": 0.0003, "grad_norm": 0.13460179056605054, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 11137043847, "tokens_per_second": 149060.9724154184, "data_wait_s": 7.967995770741254e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 76200, "loss": 0.6052996497601271, "lr": 0.0003, "grad_norm": 0.14071265434358726, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 11151709472, "tokens_per_second": 150523.14569166646, "data_wait_s": 1.5386001905426383e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 76300, "loss": 0.6632398217916489, "lr": 0.0003, "grad_norm": 0.13184768924390872, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 11166301057, "tokens_per_second": 149580.3164920321, "data_wait_s": 9.905998012982309e-06, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790434090.372bd512-57cc-4928-b44a-3b375a0fa071-5spg5.451.0.1790434090210070261-a05fc3fb

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