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": 73902.64013814388,
-      "required_pages_per_second_upper_estimate": 0.0064056935426453025
+      "required_token_positions_per_second": 76098.85864454633,
+      "required_pages_per_second_upper_estimate": 0.006596056196515352
     },
     {
       "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": 9237.830017267985,
-      "required_pages_per_second_upper_estimate": 0.0036851085117552197
+      "required_token_positions_per_second": 9512.357330568291,
+      "required_pages_per_second_upper_estimate": 0.0037946215615798193
     },
     {
       "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": 18475.66003453597,
-      "required_pages_per_second_upper_estimate": 0.0042740187884788994
+      "required_token_positions_per_second": 19024.714661136582,
+      "required_pages_per_second_upper_estimate": 0.004401032913311557
     },
     {
       "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": 27713.490051803954,
-      "required_pages_per_second_upper_estimate": 0.0016876061427097747
+      "required_token_positions_per_second": 28537.071991704877,
+      "required_pages_per_second_upper_estimate": 0.0017377579618492469
     },
     {
       "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": 27713.490051803954,
-      "required_pages_per_second_upper_estimate": 0.0021334611800383645
+      "required_token_positions_per_second": 28537.071991704877,
+      "required_pages_per_second_upper_estimate": 0.0021968627975926624
     },
     {
       "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": 27713.490051803954,
-      "required_pages_per_second_upper_estimate": 0.34410879535870414
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28537.071991704877,
+      "required_pages_per_second_upper_estimate": 0.3543349267008316
     }
   ],
   "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": 0.180633329914059,
-    "producer_p95_seconds": 0.31270402899826877,
-    "gpu_update_seconds": 0.9976368890500065,
-    "producer_batches_per_second": 5.536076871725589,
-    "gpu_batches_per_second": 1.0023687084709185,
-    "producer_headroom": 5.522994507850008,
+    "producer_batch_seconds": 0.18039124550003294,
+    "producer_p95_seconds": 0.3103658809995977,
+    "gpu_update_seconds": 0.9688450170373712,
+    "producer_batches_per_second": 5.543506267325026,
+    "gpu_batches_per_second": 1.0321568284036775,
+    "producer_headroom": 5.370798424013289,
     "sustainable": true,
-    "buffer_seconds": 60.85585023205039,
+    "buffer_seconds": 60.06839105631702,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 334798.43467378593,
+    "generation_bytes_per_second": 334702.5284158719,
     "upload_bytes_per_second": 5277827.151625277,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 71.8399503723162,
+    "estimated_full_shards_per_hour": 71.81937112195128,
     "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-v1/1790563279934888633-82973089/train.jsonl

@@ -204,3 +204,4 @@
 {"step": 175400, "loss": 0.6293471790850163, "lr": 0.0003, "grad_norm": 0.1479959484642054, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 25670912341, "tokens_per_second": 149688.63152222676, "data_wait_s": 9.431001672055572e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 175500, "loss": 0.6122764702886343, "lr": 0.0003, "grad_norm": 0.14353583252303045, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 25685544053, "tokens_per_second": 149100.9483063834, "data_wait_s": 1.197900201077573e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 175600, "loss": 0.6353216134011745, "lr": 0.0003, "grad_norm": 0.1545032076960217, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 25700041187, "tokens_per_second": 149003.36608266132, "data_wait_s": 9.59899989538826e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 175700, "loss": 0.5578190144151449, "lr": 0.0003, "grad_norm": 0.13688014366409545, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 25714585331, "tokens_per_second": 130103.14748413797, "data_wait_s": 1.0712999937823042e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790563279.bdfa290c-aca9-4e96-a5d2-8425921a3278-d85hq.1304.0.1790563279934888633-82973089

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