Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 598315.063954628,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 77359.54625103714,
-      "required_pages_per_second_upper_estimate": 0.005351912908524171
+      "required_token_positions_per_second": 77520.38094113626,
+      "required_pages_per_second_upper_estimate": 0.005363039825573125
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 8533.957213384612,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9669.943281379643,
-      "required_pages_per_second_upper_estimate": 0.004048603320535559
+      "required_token_positions_per_second": 9690.047617642032,
+      "required_pages_per_second_upper_estimate": 0.00405702058630234
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 380144.35761751566,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 19339.886562759286,
-      "required_pages_per_second_upper_estimate": 0.0040279883439162615
+      "required_token_positions_per_second": 19380.095235284065,
+      "required_pages_per_second_upper_estimate": 0.0040363627500291715
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 43742.16556775435,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 29009.82984413893,
-      "required_pages_per_second_upper_estimate": 0.0017390950037107463
+      "required_token_positions_per_second": 29070.1428529261,
+      "required_pages_per_second_upper_estimate": 0.001742710676494905
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 22018.86276523721,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 29009.82984413893,
-      "required_pages_per_second_upper_estimate": 0.002255386669625581
+      "required_token_positions_per_second": 29070.1428529261,
+      "required_pages_per_second_upper_estimate": 0.0022600757407698945
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 23,
-      "required_token_positions_per_second": 29009.82984413893,
-      "required_pages_per_second_upper_estimate": 0.37210694891213464
+      "required_token_positions_per_second": 29070.1428529261,
+      "required_pages_per_second_upper_estimate": 0.3728805794297931
     }
   ],
   "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": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 63,
+    "prefetch_batches": 64,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.1418149262420343,
-    "producer_p95_seconds": 0.3033395579986973,
-    "gpu_update_seconds": 0.9530562622581508,
-    "producer_batches_per_second": 7.051443924127625,
-    "gpu_batches_per_second": 1.0492559984135896,
-    "producer_headroom": 6.720422789852022,
+    "producer_batch_seconds": 0.08835190990635056,
+    "producer_p95_seconds": 0.3068851400021231,
+    "gpu_update_seconds": 0.9510789176330811,
+    "producer_batches_per_second": 11.318374453477684,
+    "gpu_batches_per_second": 1.0514374585115052,
+    "producer_headroom": 10.76466732457947,
     "sustainable": true,
-    "buffer_seconds": 60.0425445222635,
+    "buffer_seconds": 60.86905072851719,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 382663.3431245406,
-    "upload_bytes_per_second": 4855161.255737214,
+    "generation_bytes_per_second": 382436.5258028965,
+    "upload_bytes_per_second": 4798865.727477853,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 82.11064548780597,
+    "estimated_full_shards_per_hour": 82.06197577061816,
     "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": 1.0924186460033525,
-      "bytes": 6205338,
-      "pages": 38,
-      "shards": 2
-    },
     {
       "seconds": 1.2924744820011256,
       "bytes": 2413023,
@@ -562,6 +556,12 @@
       "bytes": 11232631,
       "pages": 40,
       "shards": 3
+    },
+    {
+      "seconds": 1.3497194699957618,
+      "bytes": 2429729,
+      "pages": 29,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791254470898546162-7724d9f6/train.jsonl

@@ -354,3 +354,4 @@
 {"step": 795400, "loss": 0.47972771525382996, "lr": 3e-05, "grad_norm": 0.26239027678447313, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 116423830930, "tokens_per_second": 152853.67381406273, "data_wait_s": 1.5193996659945697e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 795500, "loss": 0.4830298125743866, "lr": 3e-05, "grad_norm": 0.26718392901315674, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 116438443906, "tokens_per_second": 152073.72058413352, "data_wait_s": 8.909999451134354e-06, "gpu_peak_gb": 89.37899398803711}
 {"step": 795600, "loss": 0.5383407473564148, "lr": 3e-05, "grad_norm": 0.2748085125557036, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 116453264956, "tokens_per_second": 154613.32209299205, "data_wait_s": 9.90999978967011e-06, "gpu_peak_gb": 89.37899398803711}
+{"step": 795700, "loss": 0.6049256920814514, "lr": 3e-05, "grad_norm": 0.28892878948135853, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 116468097835, "tokens_per_second": 126994.52916165971, "data_wait_s": 9.45699866861105e-06, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791254470.1e0c9aa3-e42e-441e-9e17-2e25895f438d-9bhv5.366.0.1791254470898546162-7724d9f6

@@ -1,3 +1,3 @@
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-size 759654
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+size 761772