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": 75850.42245788522,
-      "required_pages_per_second_upper_estimate": 0.0065745223775113245
+      "required_token_positions_per_second": 76228.78957534443,
+      "required_pages_per_second_upper_estimate": 0.006607318280289998
     },
     {
       "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": 9481.302807235652,
-      "required_pages_per_second_upper_estimate": 0.0037822334479159295
+      "required_token_positions_per_second": 9528.598696918054,
+      "required_pages_per_second_upper_estimate": 0.0038011004854468064
     },
     {
       "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": 18962.605614471304,
-      "required_pages_per_second_upper_estimate": 0.004386665078447432
+      "required_token_positions_per_second": 19057.197393836108,
+      "required_pages_per_second_upper_estimate": 0.004408547221845021
     },
     {
       "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": 28443.908421706954,
-      "required_pages_per_second_upper_estimate": 0.0017320847892278494
+      "required_token_positions_per_second": 28585.79609075416,
+      "required_pages_per_second_upper_estimate": 0.001740725003845757
     },
     {
       "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": 28443.908421706954,
-      "required_pages_per_second_upper_estimate": 0.002189690808080955
+      "required_token_positions_per_second": 28585.79609075416,
+      "required_pages_per_second_upper_estimate": 0.002200613713614415
     },
     {
       "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": 28443.908421706954,
-      "required_pages_per_second_upper_estimate": 0.3531781469598688
+      "required_token_positions_per_second": 28585.79609075416,
+      "required_pages_per_second_upper_estimate": 0.35493991694195415
     }
   ],
   "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": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 717798,
-    "producer_batch_seconds": 0.1410622916866373,
-    "producer_p95_seconds": 0.3701588330004597,
-    "gpu_update_seconds": 0.9720183172471629,
-    "producer_batches_per_second": 7.08906673812906,
-    "gpu_batches_per_second": 1.0287871969656741,
-    "producer_headroom": 6.890702721649044,
+    "producer_batch_seconds": 0.09020478931182652,
+    "producer_p95_seconds": 0.34602925700164633,
+    "gpu_update_seconds": 0.9671936339370488,
+    "producer_batches_per_second": 11.085885878444069,
+    "gpu_batches_per_second": 1.0339191294398928,
+    "producer_headroom": 10.722198248183732,
     "sustainable": true,
-    "buffer_seconds": 60.2651356693241,
+    "buffer_seconds": 60.933198938034074,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 78,
+    "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 349353.5429046561,
+    "generation_bytes_per_second": 342705.57720936526,
     "upload_bytes_per_second": 5431646.432991981,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 74.96313777308237,
+    "estimated_full_shards_per_hour": 73.53663909159391,
     "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-v1/1790782192342215557-281f6532/train.jsonl

@@ -376,3 +376,4 @@
 {"step": 392600, "loss": 0.5372662991285324, "lr": 0.0003, "grad_norm": 0.15039931475308008, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 57466104935, "tokens_per_second": 146378.7179142551, "data_wait_s": 9.699004294816405e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 392700, "loss": 0.5772739723324776, "lr": 0.0003, "grad_norm": 0.17186824175750987, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 57480678216, "tokens_per_second": 148671.30602763983, "data_wait_s": 1.1964002624154091e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 392800, "loss": 0.5447807144373655, "lr": 0.0003, "grad_norm": 0.14101253288687018, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 57495242606, "tokens_per_second": 149621.282252875, "data_wait_s": 1.1374999303370714e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 392900, "loss": 0.5725276041775942, "lr": 0.0003, "grad_norm": 0.15255747784283108, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 57509779999, "tokens_per_second": 147895.89224377097, "data_wait_s": 1.0112002200912684e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790782192.062ccfe6-664f-43fe-9e0e-62f43f0c4870-64tpq.429.0.1790782192342215557-281f6532

@@ -1,3 +1,3 @@
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+size 808368