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": 76317.68258985099,
-      "required_pages_per_second_upper_estimate": 0.00661502330149014
+      "required_token_positions_per_second": 76019.64168623484,
+      "required_pages_per_second_upper_estimate": 0.006589189871342457
     },
     {
       "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": 9539.710323731373,
-      "required_pages_per_second_upper_estimate": 0.003805533079516265
+      "required_token_positions_per_second": 9502.455210779355,
+      "required_pages_per_second_upper_estimate": 0.0037906714579461287
     },
     {
       "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": 19079.420647462746,
-      "required_pages_per_second_upper_estimate": 0.004413688180455638
+      "required_token_positions_per_second": 19004.91042155871,
+      "required_pages_per_second_upper_estimate": 0.004396451551027928
     },
     {
       "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": 28619.130971194118,
-      "required_pages_per_second_upper_estimate": 0.0017427549231699493
+      "required_token_positions_per_second": 28507.365632338064,
+      "required_pages_per_second_upper_estimate": 0.0017359490004210303
     },
     {
       "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": 28619.130971194118,
-      "required_pages_per_second_upper_estimate": 0.002203179924987538
+      "required_token_positions_per_second": 28507.365632338064,
+      "required_pages_per_second_upper_estimate": 0.0021945759198161393
     },
     {
       "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": 28619.130971194118,
-      "required_pages_per_second_upper_estimate": 0.3553538245923503
+      "required_token_positions_per_second": 28507.365632338064,
+      "required_pages_per_second_upper_estimate": 0.35396607313828504
     }
   ],
   "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": 63,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.10905964226509468,
-    "producer_p95_seconds": 0.3740103449963499,
-    "gpu_update_seconds": 0.9660670698851204,
-    "producer_batches_per_second": 9.169294701785915,
-    "gpu_batches_per_second": 1.035124818113213,
-    "producer_headroom": 8.858153665467478,
+    "producer_batch_seconds": 0.10932569764088385,
+    "producer_p95_seconds": 0.342188292001083,
+    "gpu_update_seconds": 0.9698546107900191,
+    "producer_batches_per_second": 9.146980276172838,
+    "gpu_batches_per_second": 1.0310823796418571,
+    "producer_headroom": 8.87124099565159,
     "sustainable": true,
-    "buffer_seconds": 60.86222540276258,
+    "buffer_seconds": 60.130985868981185,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 78,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 456978.8098146296,
-    "upload_bytes_per_second": 5725380.974174499,
+    "generation_bytes_per_second": 456792.3777017991,
+    "upload_bytes_per_second": 5632662.05979758,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 98.05701466397444,
+    "estimated_full_shards_per_hour": 98.01701067247848,
     "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": 1.0486931550003646,
-      "bytes": 6833428,
-      "pages": 34,
-      "shards": 2
-    },
     {
       "seconds": 1.242159831999743,
       "bytes": 12337974,
@@ -562,6 +556,12 @@
       "bytes": 11983615,
       "pages": 37,
       "shards": 4
+    },
+    {
+      "seconds": 1.1926247609953862,
+      "bytes": 798107,
+      "pages": 26,
+      "shards": 1
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790703713325746110-adad6d18/train.jsonl

@@ -306,3 +306,4 @@
 {"step": 310800, "loss": 0.6214486751705408, "lr": 0.0003, "grad_norm": 0.1710393720838941, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 45492806850, "tokens_per_second": 149143.65493830875, "data_wait_s": 9.006995242089033e-06, "gpu_peak_gb": 85.46991729736328}
 {"step": 310900, "loss": 0.5864830911159515, "lr": 0.0003, "grad_norm": 0.1517254468936491, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 45507580553, "tokens_per_second": 151239.32859975062, "data_wait_s": 8.03900184109807e-06, "gpu_peak_gb": 85.46991729736328}
 {"step": 311000, "loss": 0.5390106067061424, "lr": 0.0003, "grad_norm": 0.13726870435127175, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 45522397256, "tokens_per_second": 152254.52151105856, "data_wait_s": 1.030000566970557e-05, "gpu_peak_gb": 85.46991729736328}
+{"step": 311100, "loss": 0.5741534139961004, "lr": 0.0003, "grad_norm": 0.13278086682221193, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 45537060365, "tokens_per_second": 150512.8172377953, "data_wait_s": 7.806003850419074e-06, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790703713.3e6d470a-8cc7-4d7e-a224-51a0f9a2ce55-85btc.38629.0.1790703713325746110-adad6d18

@@ -1,3 +1,3 @@
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-size 657207
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+size 659325