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": 74617.73909384164,
-      "required_pages_per_second_upper_estimate": 0.00646767650772345
+      "required_token_positions_per_second": 75694.28582196924,
+      "required_pages_per_second_upper_estimate": 0.006560988849634814
     },
     {
       "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": 9327.217386730204,
-      "required_pages_per_second_upper_estimate": 0.00372076646989397
+      "required_token_positions_per_second": 9461.785727746155,
+      "required_pages_per_second_upper_estimate": 0.003774447793101227
     },
     {
       "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": 18654.43477346041,
-      "required_pages_per_second_upper_estimate": 0.004315375178001123
+      "required_token_positions_per_second": 18923.57145549231,
+      "required_pages_per_second_upper_estimate": 0.004377635212745376
     },
     {
       "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": 27981.65216019061,
-      "required_pages_per_second_upper_estimate": 0.0017039358081726733
+      "required_token_positions_per_second": 28385.35718323847,
+      "required_pages_per_second_upper_estimate": 0.0017285193259997257
     },
     {
       "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": 27981.65216019061,
-      "required_pages_per_second_upper_estimate": 0.002154105041462196
+      "required_token_positions_per_second": 28385.35718323847,
+      "required_pages_per_second_upper_estimate": 0.002185183371663449
     },
     {
       "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": 27981.65216019061,
-      "required_pages_per_second_upper_estimate": 0.3474384712640229
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28385.35718323847,
+      "required_pages_per_second_upper_estimate": 0.35245113653647975
     }
   ],
   "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": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.07032776220311732,
-    "producer_p95_seconds": 0.1351400169999124,
-    "gpu_update_seconds": 0.9880760378879523,
-    "producer_batches_per_second": 14.21913578185308,
-    "gpu_batches_per_second": 1.0120678588031904,
-    "producer_headroom": 14.049587345524202,
+    "producer_batch_seconds": 0.043375454109380485,
+    "producer_p95_seconds": 0.13137220800012983,
+    "gpu_update_seconds": 0.9740233255308876,
+    "producer_batches_per_second": 23.054513676751053,
+    "gpu_batches_per_second": 1.0266694583057896,
+    "producer_headroom": 22.45563407992639,
     "sustainable": true,
-    "buffer_seconds": 60.27263831116509,
+    "buffer_seconds": 60.38944618291503,
     "buffer_drain_seconds": null,
     "shard_target_mib": 32,
-    "upload_pages_per_commit": 126,
+    "upload_pages_per_commit": 137,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 682611.4412557194,
-    "upload_bytes_per_second": 3229720.8444150747,
+    "generation_bytes_per_second": 667219.6616544735,
+    "upload_bytes_per_second": 3205372.6831152313,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 73.23626245619624,
+    "estimated_full_shards_per_hour": 71.58490365612819,
     "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": [
@@ -214,6 +214,12 @@
       "bytes": 6155947,
       "pages": 35,
       "shards": 2
+    },
+    {
+      "seconds": 0.8228095520000807,
+      "bytes": 2489087,
+      "pages": 34,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790476562033999719-ba4f58e1/train.jsonl

@@ -4,3 +4,4 @@
 {"step": 82300, "loss": 0.6576139517128468, "lr": 0.0003, "grad_norm": 0.12632208377102014, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12044048685, "tokens_per_second": 150014.86912897477, "data_wait_s": 9.185999942928902e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 82400, "loss": 0.6455158451572061, "lr": 0.0003, "grad_norm": 0.15663461873576925, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12058784343, "tokens_per_second": 148979.85896397586, "data_wait_s": 1.4244000112739741e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 82500, "loss": 0.6499202214181423, "lr": 0.0003, "grad_norm": 0.13765951160687467, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12073486506, "tokens_per_second": 149389.11709760514, "data_wait_s": 8.5680001120636e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 82600, "loss": 0.5864890031516552, "lr": 0.0003, "grad_norm": 0.12823567639076558, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12088108413, "tokens_per_second": 147056.68414229367, "data_wait_s": 7.895999942775234e-06, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790476562.0b09bbb2-f535-42d2-bd00-cbae7fb94f51-r2qrq.417.0.1790476562033999719-ba4f58e1

@@ -1,3 +1,3 @@
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-size 12873
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+size 14991