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": 75772.16146789452,
-      "required_pages_per_second_upper_estimate": 0.006567738913249597
+      "required_token_positions_per_second": 76293.90301586306,
+      "required_pages_per_second_upper_estimate": 0.006612962148285647
     },
     {
       "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": 9471.520183486815,
-      "required_pages_per_second_upper_estimate": 0.003778331013039259
+      "required_token_positions_per_second": 9536.737876982883,
+      "required_pages_per_second_upper_estimate": 0.003804347326066253
     },
     {
       "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": 18943.04036697363,
-      "required_pages_per_second_upper_estimate": 0.004382139002775441
+      "required_token_positions_per_second": 19073.475753965766,
+      "required_pages_per_second_upper_estimate": 0.004412312933971664
     },
     {
       "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": 28414.560550460443,
-      "required_pages_per_second_upper_estimate": 0.0017302976578453173
+      "required_token_positions_per_second": 28610.21363094865,
+      "required_pages_per_second_upper_estimate": 0.0017422119039346687
     },
     {
       "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": 28414.560550460443,
-      "required_pages_per_second_upper_estimate": 0.002187431527712291
+      "required_token_positions_per_second": 28610.21363094865,
+      "required_pages_per_second_upper_estimate": 0.002202493443450664
     },
     {
       "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": 28414.560550460443,
-      "required_pages_per_second_upper_estimate": 0.3528137446199938
+      "required_token_positions_per_second": 28610.21363094865,
+      "required_pages_per_second_upper_estimate": 0.35524310107091955
     }
   ],
   "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": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.15290854425006728,
-    "producer_p95_seconds": 0.41013286400266225,
-    "gpu_update_seconds": 0.9730222626846847,
-    "producer_batches_per_second": 6.539856911884503,
-    "gpu_batches_per_second": 1.027725714354038,
-    "producer_headroom": 6.363426370035935,
+    "producer_batch_seconds": 0.09977362698458592,
+    "producer_p95_seconds": 0.3880841270001838,
+    "gpu_update_seconds": 0.9663681773453173,
+    "producer_batches_per_second": 10.022688662550982,
+    "gpu_batches_per_second": 1.0348022869990108,
+    "producer_headroom": 9.685607374928969,
     "sustainable": true,
-    "buffer_seconds": 60.327380286450456,
+    "buffer_seconds": 60.88119517275499,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
+    "upload_pages_per_commit": 84,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 349836.01253388205,
-    "upload_bytes_per_second": 5751310.872972243,
+    "generation_bytes_per_second": 354749.98800143506,
+    "upload_bytes_per_second": 5691532.768220302,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 75.06666452419611,
+    "estimated_full_shards_per_hour": 76.12108926803865,
     "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": 1.2643025360011961,
-      "bytes": 6743722,
-      "pages": 29,
-      "shards": 2
-    },
     {
       "seconds": 1.11581381400174,
       "bytes": 5950902,
@@ -562,6 +556,12 @@
       "bytes": 11667943,
       "pages": 39,
       "shards": 4
+    },
+    {
+      "seconds": 1.0282209380020504,
+      "bytes": 1021880,
+      "pages": 32,
+      "shards": 1
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790703713325746110-adad6d18/train.jsonl

@@ -344,3 +344,4 @@
 {"step": 314600, "loss": 0.583943635225296, "lr": 0.0003, "grad_norm": 0.13831777217287192, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46048707348, "tokens_per_second": 150116.10642143327, "data_wait_s": 1.1046999134123325e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 314700, "loss": 0.6050030756741762, "lr": 0.0003, "grad_norm": 0.16552769369539239, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46063448200, "tokens_per_second": 150341.50362639906, "data_wait_s": 1.4864002878312021e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 314800, "loss": 0.662660850211978, "lr": 0.0003, "grad_norm": 0.15615778817110823, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46078226255, "tokens_per_second": 150534.09911022458, "data_wait_s": 1.2757998774759471e-05, "gpu_peak_gb": 85.46991729736328}
+{"step": 314900, "loss": 0.5819839462637901, "lr": 0.0003, "grad_norm": 0.13615964844314887, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46092755066, "tokens_per_second": 149192.2055798279, "data_wait_s": 9.184994269162416e-06, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790703713.3e6d470a-8cc7-4d7e-a224-51a0f9a2ce55-85btc.38629.0.1790703713325746110-adad6d18

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