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": 76933.99300121887,
-      "required_pages_per_second_upper_estimate": 0.005322472147282164
+      "required_token_positions_per_second": 77087.57214457284,
+      "required_pages_per_second_upper_estimate": 0.0053330971087721
     },
     {
       "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": 9616.749125152359,
-      "required_pages_per_second_upper_estimate": 0.004026332038143492
+      "required_token_positions_per_second": 9635.946518071605,
+      "required_pages_per_second_upper_estimate": 0.0040343695856716304
     },
     {
       "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": 19233.498250304718,
-      "required_pages_per_second_upper_estimate": 0.004005830464080446
+      "required_token_positions_per_second": 19271.89303614321,
+      "required_pages_per_second_upper_estimate": 0.0040138270854320115
     },
     {
       "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": 28850.24737545708,
-      "required_pages_per_second_upper_estimate": 0.00172952827838159
+      "required_token_positions_per_second": 28907.839554214817,
+      "required_pages_per_second_upper_estimate": 0.0017329808415599514
     },
     {
       "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": 28850.24737545708,
-      "required_pages_per_second_upper_estimate": 0.0022429798346146647
+      "required_token_positions_per_second": 28907.839554214817,
+      "required_pages_per_second_upper_estimate": 0.0022474573731918563
     },
     {
       "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": 28850.24737545708,
-      "required_pages_per_second_upper_estimate": 0.37005999635018894
+      "required_token_positions_per_second": 28907.839554214817,
+      "required_pages_per_second_upper_estimate": 0.3707987269816295
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,33 +158,27 @@
     "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.13240694131272335,
-    "producer_p95_seconds": 0.28252544299903093,
-    "gpu_update_seconds": 0.9583280046160079,
-    "producer_batches_per_second": 7.552474138332106,
-    "gpu_batches_per_second": 1.0434840630590667,
-    "producer_headroom": 7.237747470901811,
+    "producer_batch_seconds": 0.1310165925625313,
+    "producer_p95_seconds": 0.2763999010021507,
+    "gpu_update_seconds": 0.956418757899494,
+    "producer_batches_per_second": 7.632621032505653,
+    "gpu_batches_per_second": 1.0455671135060336,
+    "producer_headroom": 7.29998192742661,
     "sustainable": true,
-    "buffer_seconds": 60.3746642908085,
+    "buffer_seconds": 60.25438174766813,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 78,
+    "upload_pages_per_commit": 86,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 235619.20399195547,
-    "upload_bytes_per_second": 4690420.650504971,
+    "generation_bytes_per_second": 316680.9327157027,
+    "upload_bytes_per_second": 4701635.874204477,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 50.5583962423229,
+    "estimated_full_shards_per_hour": 67.95235620597181,
     "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": 1.0147103390008851,
-      "bytes": 6222923,
-      "pages": 36,
-      "shards": 2
-    },
     {
       "seconds": 1.2373420869989786,
       "bytes": 5156688,
@@ -562,6 +556,12 @@
       "bytes": 12408575,
       "pages": 47,
       "shards": 3
+    },
+    {
+      "seconds": 1.1006403920000594,
+      "bytes": 7578962,
+      "pages": 31,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791143623306220418-eb05a537/train.jsonl

@@ -282,3 +282,4 @@
 {"step": 713200, "loss": 0.5147819519042969, "lr": 8e-05, "grad_norm": 0.23424810404783758, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 104392597617, "tokens_per_second": 153461.35665833578, "data_wait_s": 1.5017998521216214e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 713300, "loss": 0.5463555455207825, "lr": 8e-05, "grad_norm": 0.21938065296435114, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 104407196969, "tokens_per_second": 151590.80574856538, "data_wait_s": 1.593500201124698e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 713400, "loss": 0.5498261451721191, "lr": 8e-05, "grad_norm": 0.2149240752611408, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 104421857417, "tokens_per_second": 152653.58740029114, "data_wait_s": 1.7070000467356294e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 713500, "loss": 0.5403037667274475, "lr": 8e-05, "grad_norm": 0.21171885586376152, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 104436542630, "tokens_per_second": 151992.42126358376, "data_wait_s": 1.5041001461213455e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791143623.3eb6ddb3-ffce-42e5-bd48-c0d653189e98-8pb7d.369.0.1791143623306220418-eb05a537

@@ -1,3 +1,3 @@
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+size 607710