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": 73845.42323257394,
-      "required_pages_per_second_upper_estimate": 0.006400734126285422
+      "required_token_positions_per_second": 74965.35333864111,
+      "required_pages_per_second_upper_estimate": 0.006497806829442421
     },
     {
       "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": 9230.677904071743,
-      "required_pages_per_second_upper_estimate": 0.0036822554268676174
+      "required_token_positions_per_second": 9370.66916733014,
+      "required_pages_per_second_upper_estimate": 0.0037381000348372983
     },
     {
       "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": 18461.355808143486,
-      "required_pages_per_second_upper_estimate": 0.004270709757448784
+      "required_token_positions_per_second": 18741.33833466028,
+      "required_pages_per_second_upper_estimate": 0.004335478787434273
     },
     {
       "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": 27692.03371221523,
-      "required_pages_per_second_upper_estimate": 0.0016862995642015351
+      "required_token_positions_per_second": 28112.007501990418,
+      "required_pages_per_second_upper_estimate": 0.0017118737645666594
     },
     {
       "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": 27692.03371221523,
-      "required_pages_per_second_upper_estimate": 0.002131809411621875
+      "required_token_positions_per_second": 28112.007501990418,
+      "required_pages_per_second_upper_estimate": 0.0021641401565206265
     },
     {
       "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": 27692.03371221523,
-      "required_pages_per_second_upper_estimate": 0.3438423794307614
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28112.007501990418,
+      "required_pages_per_second_upper_estimate": 0.349057048337912
     }
   ],
   "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": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.24275545498412043,
-    "producer_p95_seconds": 0.361261062000267,
-    "gpu_update_seconds": 0.9984098779933304,
-    "producer_batches_per_second": 4.119371900686697,
-    "gpu_batches_per_second": 1.0015926545216736,
-    "producer_headroom": 4.112821596773758,
+    "producer_batch_seconds": 0.08917208794539988,
+    "producer_p95_seconds": 0.348272448998614,
+    "gpu_update_seconds": 0.9834943306002759,
+    "producer_batches_per_second": 11.214271450190788,
+    "gpu_batches_per_second": 1.01678267874676,
+    "producer_headroom": 11.029172393075175,
     "sustainable": true,
-    "buffer_seconds": 60.903002557593155,
+    "buffer_seconds": 60.976648497217106,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 78,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 332192.2778455363,
-    "upload_bytes_per_second": 3686978.848323896,
+    "generation_bytes_per_second": 332448.4542040346,
+    "upload_bytes_per_second": 3707334.2140109786,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 71.2807297851998,
+    "estimated_full_shards_per_hour": 71.33569926825312,
     "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": 1.3800626919983188,
-      "bytes": 7827681,
-      "pages": 39,
-      "shards": 3
-    },
     {
       "seconds": 1.5110167620005086,
       "bytes": 10255842,
@@ -562,6 +556,12 @@
       "bytes": 10781388,
       "pages": 37,
       "shards": 3
+    },
+    {
+      "seconds": 0.9040151730005164,
+      "bytes": 8396980,
+      "pages": 35,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790434090210070261-a05fc3fb/train.jsonl

@@ -319,3 +319,4 @@
 {"step": 71900, "loss": 0.6459276471287012, "lr": 0.0003, "grad_norm": 0.14286900721027557, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10522694527, "tokens_per_second": 150556.57937790485, "data_wait_s": 1.103899921872653e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 72000, "loss": 0.6382339969277382, "lr": 0.0003, "grad_norm": 0.13505580527927427, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10537417623, "tokens_per_second": 149394.73376919742, "data_wait_s": 8.438997610937804e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 72100, "loss": 0.605940455570817, "lr": 0.0003, "grad_norm": 0.14389794579566484, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10552078089, "tokens_per_second": 149666.46635261903, "data_wait_s": 8.277002052636817e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 72200, "loss": 0.6321951113641262, "lr": 0.0003, "grad_norm": 0.1372418156646615, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10566890635, "tokens_per_second": 152371.74784975115, "data_wait_s": 1.0890998964896426e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790434090.372bd512-57cc-4928-b44a-3b375a0fa071-5spg5.451.0.1790434090210070261-a05fc3fb

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