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": 76165.46955987094,
-      "required_pages_per_second_upper_estimate": 0.006601829861831867
+      "required_token_positions_per_second": 76418.88780981897,
+      "required_pages_per_second_upper_estimate": 0.006623795513454681
     },
     {
       "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": 9520.683694983867,
-      "required_pages_per_second_upper_estimate": 0.0037979430728354345
+      "required_token_positions_per_second": 9552.360976227372,
+      "required_pages_per_second_upper_estimate": 0.0038105796139410292
     },
     {
       "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": 19041.367389967734,
-      "required_pages_per_second_upper_estimate": 0.004404885229048625
+      "required_token_positions_per_second": 19104.721952454744,
+      "required_pages_per_second_upper_estimate": 0.004419541192077777
     },
     {
       "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": 28562.051084951603,
-      "required_pages_per_second_upper_estimate": 0.0017392790575727986
+      "required_token_positions_per_second": 28657.082928682117,
+      "required_pages_per_second_upper_estimate": 0.0017450659982624363
     },
     {
       "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": 28562.051084951603,
-      "required_pages_per_second_upper_estimate": 0.0021987857573373512
+      "required_token_positions_per_second": 28657.082928682117,
+      "required_pages_per_second_upper_estimate": 0.0022061015717327066
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28562.051084951603,
-      "required_pages_per_second_upper_estimate": 0.3546450834393087
+      "required_token_positions_per_second": 28657.082928682117,
+      "required_pages_per_second_upper_estimate": 0.35582506088732035
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,20 +155,20 @@
   "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": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 717798,
-    "producer_batch_seconds": 0.051125705460950854,
+    "producer_batch_seconds": 0.05022175149999519,
     "producer_p95_seconds": 0.1299934950000079,
-    "gpu_update_seconds": 0.9679977084897384,
-    "producer_batches_per_second": 19.55963230206744,
-    "gpu_batches_per_second": 1.0330602967647426,
-    "producer_headroom": 18.933679247303147,
+    "gpu_update_seconds": 0.9647876606564113,
+    "producer_batches_per_second": 19.911691052831873,
+    "gpu_batches_per_second": 1.0364975017607827,
+    "producer_headroom": 19.21055383057486,
     "sustainable": true,
-    "buffer_seconds": 60.01585792636378,
+    "buffer_seconds": 60.78162262135391,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 60,
+    "upload_pages_per_commit": 58,
     "max_pending_pages": 4096,
     "generation_bytes_per_second": 0,
     "upload_bytes_per_second": null,

metrics/void-byte-v1/1790782192342215557-281f6532/train.jsonl

@@ -7,3 +7,4 @@
 {"step": 355700, "loss": 0.5800438262522221, "lr": 0.0003, "grad_norm": 0.14151087830719344, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52064543552, "tokens_per_second": 150241.3835507587, "data_wait_s": 1.281000004382804e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 355800, "loss": 0.6531054731458426, "lr": 0.0003, "grad_norm": 0.17719566197741718, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52079015267, "tokens_per_second": 148980.5927603168, "data_wait_s": 1.1954000001423992e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 355900, "loss": 0.5476674549281597, "lr": 0.0003, "grad_norm": 0.1451582331959875, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52093511172, "tokens_per_second": 149512.22858483213, "data_wait_s": 1.1758000027839444e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 356000, "loss": 0.5913226958364248, "lr": 0.0003, "grad_norm": 0.16621256028653167, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52108078318, "tokens_per_second": 149870.95399072525, "data_wait_s": 1.1811000149464235e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790782192.062ccfe6-664f-43fe-9e0e-62f43f0c4870-64tpq.429.0.1790782192342215557-281f6532

@@ -1,3 +1,3 @@
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+size 21345