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": 75399.57249007415,
-      "required_pages_per_second_upper_estimate": 0.006535443844970258
+      "required_token_positions_per_second": 74907.97251588492,
+      "required_pages_per_second_upper_estimate": 0.006492833205156279
     },
     {
       "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": 9424.946561259268,
-      "required_pages_per_second_upper_estimate": 0.003759752098794985
+      "required_token_positions_per_second": 9363.496564485615,
+      "required_pages_per_second_upper_estimate": 0.003735238776322648
     },
     {
       "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": 18849.893122518537,
-      "required_pages_per_second_upper_estimate": 0.004360591027106267
+      "required_token_positions_per_second": 18726.99312897123,
+      "required_pages_per_second_upper_estimate": 0.004332160276565109
     },
     {
       "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": 28274.839683777805,
-      "required_pages_per_second_upper_estimate": 0.0017217893901230784
+      "required_token_positions_per_second": 28090.489693456842,
+      "required_pages_per_second_upper_estimate": 0.001710563442922181
     },
     {
       "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": 28274.839683777805,
-      "required_pages_per_second_upper_estimate": 0.002176675428622948
+      "required_token_positions_per_second": 28090.489693456842,
+      "required_pages_per_second_upper_estimate": 0.002162483656054606
     },
     {
       "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": 28274.839683777805,
-      "required_pages_per_second_upper_estimate": 0.3510788790714554
+      "estimated_pages_for_buffer": 21,
+      "required_token_positions_per_second": 28090.489693456842,
+      "required_pages_per_second_upper_estimate": 0.34878986917139754
     }
   ],
   "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": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.06769961552336667,
-    "producer_p95_seconds": 0.24302303299919004,
-    "gpu_update_seconds": 0.977830477881102,
-    "producer_batches_per_second": 14.77113263154128,
-    "gpu_batches_per_second": 1.0226721529144172,
-    "producer_headroom": 14.443663679945148,
+    "producer_batch_seconds": 0.3509826293750109,
+    "producer_p95_seconds": 0.3171641999979329,
+    "gpu_update_seconds": 0.9842477045332566,
+    "producer_batches_per_second": 2.8491438501691206,
+    "gpu_batches_per_second": 1.016004401528387,
+    "producer_headroom": 2.804263294414002,
     "sustainable": true,
-    "buffer_seconds": 60.62548962862832,
+    "buffer_seconds": 60.03910997652865,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 309563.81161967776,
-    "upload_bytes_per_second": 5994912.8714193,
+    "generation_bytes_per_second": 321979.031901727,
+    "upload_bytes_per_second": 6029213.372647702,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 66.4251876968646,
+    "estimated_full_shards_per_hour": 69.08920495785578,
     "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": 1.006351252002787,
-      "bytes": 5851026,
-      "pages": 35,
-      "shards": 2
-    },
     {
       "seconds": 1.3481963590020314,
       "bytes": 12258822,
@@ -562,6 +556,12 @@
       "bytes": 6071559,
       "pages": 35,
       "shards": 2
+    },
+    {
+      "seconds": 1.5427607269994041,
+      "bytes": 11501779,
+      "pages": 29,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790485060735632541-7579de36/train.jsonl

@@ -169,3 +169,4 @@
 {"step": 101900, "loss": 0.6645171958953142, "lr": 0.0003, "grad_norm": 0.13975844524589312, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 14911700228, "tokens_per_second": 149662.26764066803, "data_wait_s": 1.683399750618264e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 102000, "loss": 0.623924795538187, "lr": 0.0003, "grad_norm": 0.1287472829987993, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 14926361590, "tokens_per_second": 149002.16194981002, "data_wait_s": 1.3975997717352584e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 102100, "loss": 0.6249076779931784, "lr": 0.0003, "grad_norm": 0.1314781084798561, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 14941062878, "tokens_per_second": 148819.64517445135, "data_wait_s": 1.5249999705702066e-05, "gpu_peak_gb": 85.46991729736328}
+{"step": 102200, "loss": 0.6109004113823175, "lr": 0.0003, "grad_norm": 0.14263002661186858, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 14955588374, "tokens_per_second": 147484.56759462642, "data_wait_s": 1.3798999134451151e-05, "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 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f3b1bdc0369777d1e3dbdf5241e39ef7c826ddf0e97f8af3247644136dfdbbd0
-size 364692
+oid sha256:73781a2018480ec7d0b144c650388fb61bbf10741e79b07443dd6bffa8df7e16
+size 366810