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": 74924.38394495918,
-      "required_pages_per_second_upper_estimate": 0.0064942557062340495
+      "required_token_positions_per_second": 75525.28617801439,
+      "required_pages_per_second_upper_estimate": 0.006546340388822489
     },
     {
       "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": 9365.547993119897,
-      "required_pages_per_second_upper_estimate": 0.0037360571218764548
+      "required_token_positions_per_second": 9440.660772251798,
+      "required_pages_per_second_upper_estimate": 0.0037660207325082968
     },
     {
       "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": 18731.095986239794,
-      "required_pages_per_second_upper_estimate": 0.00433310940038637
+      "required_token_positions_per_second": 18881.321544503597,
+      "required_pages_per_second_upper_estimate": 0.004367861439411175
     },
     {
       "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": 28096.64397935969,
-      "required_pages_per_second_upper_estimate": 0.0017109382066446217
+      "required_token_positions_per_second": 28321.98231675539,
+      "required_pages_per_second_upper_estimate": 0.0017246601291331335
     },
     {
       "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": 28096.64397935969,
-      "required_pages_per_second_upper_estimate": 0.002162957430019561
+      "required_token_positions_per_second": 28321.98231675539,
+      "required_pages_per_second_upper_estimate": 0.002180304599008723
     },
     {
       "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": 21,
-      "required_token_positions_per_second": 28096.64397935969,
-      "required_pages_per_second_upper_estimate": 0.34886628480524096
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28321.98231675539,
+      "required_pages_per_second_upper_estimate": 0.35166423279679393
     }
   ],
   "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": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.19649522207024006,
-    "producer_p95_seconds": 0.2761187249998329,
-    "gpu_update_seconds": 0.9840321150209514,
-    "producer_batches_per_second": 5.0891822684753905,
-    "gpu_batches_per_second": 1.0162269957812389,
-    "producer_headroom": 5.007918791374962,
+    "producer_batch_seconds": 0.07979574096870579,
+    "producer_p95_seconds": 0.2057938079997257,
+    "gpu_update_seconds": 0.9762028551102985,
+    "producer_batches_per_second": 12.531997170026644,
+    "gpu_batches_per_second": 1.0243772539335718,
+    "producer_headroom": 12.23377141761419,
     "sustainable": true,
-    "buffer_seconds": 60.02595901627804,
+    "buffer_seconds": 60.524577016838506,
     "buffer_drain_seconds": null,
     "shard_target_mib": 32,
-    "upload_pages_per_commit": 165,
+    "upload_pages_per_commit": 167,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 585197.5850642704,
-    "upload_bytes_per_second": 5591903.390779277,
+    "generation_bytes_per_second": 593899.1755777331,
+    "upload_bytes_per_second": 5558565.909025971,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 62.7848895261101,
+    "estimated_full_shards_per_hour": 63.71846890687463,
     "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": 0.9953625339985592,
-      "bytes": 6050082,
-      "pages": 36,
-      "shards": 2
-    },
     {
       "seconds": 1.2188318490007077,
       "bytes": 7592648,
@@ -562,6 +556,12 @@
       "bytes": 7536231,
       "pages": 38,
       "shards": 3
+    },
+    {
+      "seconds": 1.27145491400006,
+      "bytes": 5090460,
+      "pages": 31,
+      "shards": 2
     }
   ],
   "cache_key": {

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

@@ -92,3 +92,4 @@
 {"step": 289400, "loss": 0.5982925966382027, "lr": 0.0003, "grad_norm": 0.14897812007285297, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 42360170725, "tokens_per_second": 150265.00037960656, "data_wait_s": 1.1796997569035739e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 289500, "loss": 0.5666735358536243, "lr": 0.0003, "grad_norm": 0.15751036352915404, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 42374777933, "tokens_per_second": 150442.45961372167, "data_wait_s": 1.244700251845643e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 289600, "loss": 0.618221141397953, "lr": 0.0003, "grad_norm": 0.16659526595071078, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 42389317585, "tokens_per_second": 149192.4680953899, "data_wait_s": 6.915000994922593e-06, "gpu_peak_gb": 85.46991729736328}
+{"step": 289700, "loss": 0.6057268213480711, "lr": 0.0003, "grad_norm": 0.14388633062038758, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 42403956512, "tokens_per_second": 150439.72960118204, "data_wait_s": 1.4343000657390803e-05, "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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-size 200040
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+size 202158