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": 75028.36253914241,
-      "required_pages_per_second_upper_estimate": 0.006503268307246515
+      "required_token_positions_per_second": 74802.17719747382,
+      "required_pages_per_second_upper_estimate": 0.006483663135092189
     },
     {
       "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": 9378.545317392802,
-      "required_pages_per_second_upper_estimate": 0.0037412419488562316
+      "required_token_positions_per_second": 9350.272149684228,
+      "required_pages_per_second_upper_estimate": 0.003729963359535754
     },
     {
       "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": 18757.090634785603,
-      "required_pages_per_second_upper_estimate": 0.004339122804837254
+      "required_token_positions_per_second": 18700.544299368456,
+      "required_pages_per_second_upper_estimate": 0.00432604180532001
     },
     {
       "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": 28135.635952178403,
-      "required_pages_per_second_upper_estimate": 0.0017133126132142104
+      "required_token_positions_per_second": 28050.816449052683,
+      "required_pages_per_second_upper_estimate": 0.0017081475504873945
     },
     {
       "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": 28135.635952178403,
-      "required_pages_per_second_upper_estimate": 0.002165959140023834
+      "required_token_positions_per_second": 28050.816449052683,
+      "required_pages_per_second_upper_estimate": 0.002159429499877804
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "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": 28135.635952178403,
-      "required_pages_per_second_upper_estimate": 0.349350434609911
+      "estimated_pages_for_buffer": 21,
+      "required_token_positions_per_second": 28050.816449052683,
+      "required_pages_per_second_upper_estimate": 0.34829726025370555
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,27 +155,27 @@
   "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": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.10632518985931938,
-    "producer_p95_seconds": 0.3484409019947634,
-    "gpu_update_seconds": 0.9826683870587738,
-    "producer_batches_per_second": 9.405108999317251,
-    "gpu_batches_per_second": 1.0176372957240454,
-    "producer_headroom": 9.242103290471041,
+    "producer_batch_seconds": 0.11051778796087319,
+    "producer_p95_seconds": 0.3691559370054165,
+    "gpu_update_seconds": 0.9856397602620837,
+    "producer_batches_per_second": 9.048317184506368,
+    "gpu_batches_per_second": 1.0145694606862226,
+    "producer_headroom": 8.91838118051215,
     "sustainable": true,
-    "buffer_seconds": 60.92543999764398,
+    "buffer_seconds": 60.1240253759871,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 264185.5882489819,
+    "generation_bytes_per_second": 298776.5082164618,
     "upload_bytes_per_second": 5988553.391733698,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 56.68807731248945,
+    "estimated_full_shards_per_hour": 64.11048350210562,
     "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-v1/1790485060735632541-7579de36/train.jsonl

@@ -276,3 +276,4 @@
 {"step": 112600, "loss": 0.6193175911903381, "lr": 0.0003, "grad_norm": 0.14174843665291517, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 16477043167, "tokens_per_second": 148836.8831800993, "data_wait_s": 1.8449994968250394e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 112700, "loss": 0.6256785094738007, "lr": 0.0003, "grad_norm": 0.14013686517648433, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 16491584949, "tokens_per_second": 147834.45150944236, "data_wait_s": 1.581400283612311e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 112800, "loss": 0.5562449060380459, "lr": 0.0003, "grad_norm": 0.13376561918239996, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 16506040126, "tokens_per_second": 146979.2012667166, "data_wait_s": 1.4928002201486379e-05, "gpu_peak_gb": 85.46991729736328}
+{"step": 112900, "loss": 0.672998858615756, "lr": 0.0003, "grad_norm": 0.15856373016345113, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 16520758339, "tokens_per_second": 149601.41419452222, "data_wait_s": 9.977004083339125e-06, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790485060.0b09bbb2-f535-42d2-bd00-cbae7fb94f51-r2qrq.28895.0.1790485060735632541-7579de36

@@ -1,3 +1,3 @@
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+size 595002