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": 73422.34216076705,
-      "required_pages_per_second_upper_estimate": 0.006364062531270373
+      "required_token_positions_per_second": 74316.58644428951,
+      "required_pages_per_second_upper_estimate": 0.0064415733593246845
     },
     {
       "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": 9177.79277009588,
-      "required_pages_per_second_upper_estimate": 0.00366115875622143
+      "required_token_positions_per_second": 9289.573305536189,
+      "required_pages_per_second_upper_estimate": 0.0037057496830765076
     },
     {
       "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": 18355.58554019176,
-      "required_pages_per_second_upper_estimate": 0.004246241667451291
+      "required_token_positions_per_second": 18579.146611072378,
+      "required_pages_per_second_upper_estimate": 0.004297958586659056
     },
     {
       "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": 27533.37831028764,
-      "required_pages_per_second_upper_estimate": 0.0016766382826247075
+      "required_token_positions_per_second": 27868.719916608567,
+      "required_pages_per_second_upper_estimate": 0.0016970588270482174
     },
     {
       "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": 27533.37831028764,
-      "required_pages_per_second_upper_estimate": 0.002119595679595228
+      "required_token_positions_per_second": 27868.719916608567,
+      "required_pages_per_second_upper_estimate": 0.002145411204734792
     },
     {
       "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": 21,
-      "required_token_positions_per_second": 27533.37831028764,
-      "required_pages_per_second_upper_estimate": 0.34187241032429366
+      "required_token_positions_per_second": 27868.719916608567,
+      "required_pages_per_second_upper_estimate": 0.3460362307586397
     }
   ],
   "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": 60,
+    "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.12484272595315815,
-    "producer_p95_seconds": 0.39997743900312344,
-    "gpu_update_seconds": 1.0041630085643916,
-    "producer_batches_per_second": 8.010078219336599,
-    "gpu_batches_per_second": 0.9958542502274176,
-    "producer_headroom": 8.043424243565143,
+    "producer_batch_seconds": 0.335111455656147,
+    "producer_p95_seconds": 0.3941534000041429,
+    "gpu_update_seconds": 0.9920800123841703,
+    "producer_batches_per_second": 2.9840818125480184,
+    "gpu_batches_per_second": 1.0079832145764094,
+    "producer_headroom": 2.9604479215480155,
     "sustainable": true,
-    "buffer_seconds": 60.24978051386349,
+    "buffer_seconds": 60.51688075543439,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 75,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 437238.3343946642,
+    "generation_bytes_per_second": 425627.32299853646,
     "upload_bytes_per_second": 5718900.184719799,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 93.82116817359872,
+    "estimated_full_shards_per_hour": 91.32971541850156,
     "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-v1/1790606918076636751-3952f1c5/train.jsonl

@@ -354,3 +354,4 @@
 {"step": 230400, "loss": 0.6153337731957436, "lr": 0.0003, "grad_norm": 0.1430661918853785, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33724108828, "tokens_per_second": 146262.5002708152, "data_wait_s": 1.1616000847425312e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 230500, "loss": 0.5772615559399128, "lr": 0.0003, "grad_norm": 0.17446808019470036, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33738817563, "tokens_per_second": 149107.7870497439, "data_wait_s": 1.2322001566644758e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 230600, "loss": 0.5562775582075119, "lr": 0.0003, "grad_norm": 0.15923243384969488, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33753458501, "tokens_per_second": 148866.19270517267, "data_wait_s": 1.694400270935148e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 230700, "loss": 0.5872198939323425, "lr": 0.0003, "grad_norm": 0.15921065386942876, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33768145527, "tokens_per_second": 148661.03372752288, "data_wait_s": 1.469899871153757e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790606918.0a7f8bdc-23d3-4ecb-bd0c-4a4bf460026e-rl2cx.1192.0.1790606918076636751-3952f1c5

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