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": 76096.7460485454,
-      "required_pages_per_second_upper_estimate": 0.006595873082048317
+      "required_token_positions_per_second": 76267.99002206465,
+      "required_pages_per_second_upper_estimate": 0.006610716075659082
     },
     {
       "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": 9512.093256068176,
-      "required_pages_per_second_upper_estimate": 0.0037945162183134575
+      "required_token_positions_per_second": 9533.498752758082,
+      "required_pages_per_second_upper_estimate": 0.0038030551909837567
     },
     {
       "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": 19024.18651213635,
-      "required_pages_per_second_upper_estimate": 0.0044009107353354575
+      "required_token_positions_per_second": 19066.997505516163,
+      "required_pages_per_second_upper_estimate": 0.004410814305206127
     },
     {
       "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": 28536.279768204527,
-      "required_pages_per_second_upper_estimate": 0.001737709719594551
+      "required_token_positions_per_second": 28600.496258274245,
+      "required_pages_per_second_upper_estimate": 0.0017416201669219118
     },
     {
       "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": 28536.279768204527,
-      "required_pages_per_second_upper_estimate": 0.0021968018100345906
+      "required_token_positions_per_second": 28600.496258274245,
+      "required_pages_per_second_upper_estimate": 0.002201745373202779
     },
     {
       "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": 28536.279768204527,
-      "required_pages_per_second_upper_estimate": 0.3543250899363588
+      "required_token_positions_per_second": 28600.496258274245,
+      "required_pages_per_second_upper_estimate": 0.3551224438242577
     }
   ],
   "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": 688946,
-    "producer_batch_seconds": 0.09744620453903963,
-    "producer_p95_seconds": 0.3641540780008654,
-    "gpu_update_seconds": 0.9688719140890166,
-    "producer_batches_per_second": 10.262072337557,
-    "gpu_batches_per_second": 1.0321281744865642,
-    "producer_headroom": 9.942633668208801,
+    "producer_batch_seconds": 0.12139315317949695,
+    "producer_p95_seconds": 0.40165187299862737,
+    "gpu_update_seconds": 0.9666965128970906,
+    "producer_batches_per_second": 8.2376968865893,
+    "gpu_batches_per_second": 1.0344508195267015,
+    "producer_headroom": 7.963352854569096,
     "sustainable": true,
-    "buffer_seconds": 60.07005867351903,
+    "buffer_seconds": 60.90188031251671,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 84,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 370700.4240870371,
-    "upload_bytes_per_second": 5770713.773875045,
+    "generation_bytes_per_second": 370685.1678419571,
+    "upload_bytes_per_second": 6048197.354225548,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 79.54368154486022,
+    "estimated_full_shards_per_hour": 79.54040790981327,
     "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": 4.258936992002418,
-      "bytes": 6104340,
-      "pages": 36,
-      "shards": 3
-    },
     {
       "seconds": 1.0792534860011074,
       "bytes": 2442489,
@@ -562,6 +556,12 @@
       "bytes": 6235033,
       "pages": 38,
       "shards": 3
+    },
+    {
+      "seconds": 0.9296957249971456,
+      "bytes": 6084778,
+      "pages": 29,
+      "shards": 2
     }
   ],
   "cache_key": {

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

@@ -363,3 +363,4 @@
 {"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}
 {"step": 76400, "loss": 0.6222759839147329, "lr": 0.0003, "grad_norm": 0.14488445235744885, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 11181065755, "tokens_per_second": 150801.17515677874, "data_wait_s": 1.275399699807167e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 76500, "loss": 0.5772983878850937, "lr": 0.0003, "grad_norm": 0.13265661268329665, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 11195825026, "tokens_per_second": 151144.5666849034, "data_wait_s": 8.283997885882854e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 76600, "loss": 0.5989976823329926, "lr": 0.0003, "grad_norm": 0.13564413076854506, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 11210538096, "tokens_per_second": 146371.2908263164, "data_wait_s": 1.207000605063513e-05, "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 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bba2bab506e88b521ccde9cd62c90785caab1c2417a7968c695428df261e3e2f
-size 778716
+oid sha256:e83bcbabaff5c6c109e4695d534888ee0724d897ed581d1cbedcbff2cba36d46
+size 780834