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": 73314.96087456509,
-      "required_pages_per_second_upper_estimate": 0.006354754993537769
+      "required_token_positions_per_second": 76372.44458141501,
+      "required_pages_per_second_upper_estimate": 0.006619769932125911
     },
     {
       "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": 9164.370109320636,
-      "required_pages_per_second_upper_estimate": 0.003655804256151522
+      "required_token_positions_per_second": 9546.555572676876,
+      "required_pages_per_second_upper_estimate": 0.0038082637516662185
     },
     {
       "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": 18328.740218641273,
-      "required_pages_per_second_upper_estimate": 0.004240031474772108
+      "required_token_positions_per_second": 19093.111145353752,
+      "required_pages_per_second_upper_estimate": 0.004416855236198189
     },
     {
       "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": 27493.11032796191,
-      "required_pages_per_second_upper_estimate": 0.001674186173770846
+      "required_token_positions_per_second": 28639.66671803063,
+      "required_pages_per_second_upper_estimate": 0.001744005442409556
     },
     {
       "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": 27493.11032796191,
-      "required_pages_per_second_upper_estimate": 0.0021164957388468833
+      "required_token_positions_per_second": 28639.66671803063,
+      "required_pages_per_second_upper_estimate": 0.002204760823625598
     },
     {
       "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": 27493.11032796191,
-      "required_pages_per_second_upper_estimate": 0.3413724167520756
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28639.66671803063,
+      "required_pages_per_second_upper_estimate": 0.3556088098393363
     }
   ],
   "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": 60,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.4578662695237199,
-    "producer_p95_seconds": 0.39385348799987696,
-    "gpu_update_seconds": 1.0056337631570393,
-    "producer_batches_per_second": 2.18404382799418,
-    "gpu_batches_per_second": 0.9943977983203816,
-    "producer_headroom": 2.1963482136456927,
+    "producer_batch_seconds": 0.4556006970467479,
+    "producer_p95_seconds": 0.3984588690000237,
+    "gpu_update_seconds": 0.965374362495416,
+    "producer_batches_per_second": 2.1949044557703847,
+    "gpu_batches_per_second": 1.0358675751602513,
+    "producer_headroom": 2.118904489727683,
     "sustainable": true,
-    "buffer_seconds": 60.33802578942236,
+    "buffer_seconds": 60.818584837211205,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 309390.56707928464,
+    "generation_bytes_per_second": 309554.66061168635,
     "upload_bytes_per_second": 5499902.460362616,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 66.38801345142274,
+    "estimated_full_shards_per_hour": 66.42322410357421,
     "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-v1/1790519810984249790-cb9c9513/train.jsonl

@@ -349,3 +349,4 @@
 {"step": 149900, "loss": 0.6620606575161219, "lr": 0.0003, "grad_norm": 0.15283104603146141, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21937642348, "tokens_per_second": 149515.8032362199, "data_wait_s": 1.1324002116452903e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 150000, "loss": 0.6477003693580627, "lr": 0.0003, "grad_norm": 0.14979309409476083, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21952273112, "tokens_per_second": 148775.43239117687, "data_wait_s": 1.6620004316791892e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 150100, "loss": 0.6310819704085588, "lr": 0.0003, "grad_norm": 0.14523803354176887, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21966845945, "tokens_per_second": 135041.90131722114, "data_wait_s": 9.889001375995576e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 150200, "loss": 0.6136030592024326, "lr": 0.0003, "grad_norm": 0.15841969749570134, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21981372798, "tokens_per_second": 141381.67709633234, "data_wait_s": 1.2587996025104076e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790519810.cad0b19a-59f2-43f0-8fb4-2a94097843e2-tjh7c.1336.0.1790519810984249790-cb9c9513

@@ -1,3 +1,3 @@
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