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": 75831.03642158526,
-      "required_pages_per_second_upper_estimate": 0.0052461670518912555
+      "required_token_positions_per_second": 74853.53869103121,
+      "required_pages_per_second_upper_estimate": 0.0051785414907843065
     },
     {
       "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": 9478.879552698158,
-      "required_pages_per_second_upper_estimate": 0.0039686089272009785
+      "required_token_positions_per_second": 9356.692336378901,
+      "required_pages_per_second_upper_estimate": 0.00391745169128733
     },
     {
       "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": 18957.759105396315,
-      "required_pages_per_second_upper_estimate": 0.00394840127192628
+      "required_token_positions_per_second": 18713.384672757802,
+      "required_pages_per_second_upper_estimate": 0.0038975045221948464
     },
     {
       "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": 28436.638658094475,
-      "required_pages_per_second_upper_estimate": 0.001704733067319646
+      "required_token_positions_per_second": 28070.077009136705,
+      "required_pages_per_second_upper_estimate": 0.0016827582561718575
     },
     {
       "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": 28436.638658094475,
-      "required_pages_per_second_upper_estimate": 0.0022108235761122033
+      "required_token_positions_per_second": 28070.077009136705,
+      "required_pages_per_second_upper_estimate": 0.0021823250202400338
     },
     {
       "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": 22,
-      "required_token_positions_per_second": 28436.638658094475,
-      "required_pages_per_second_upper_estimate": 0.36475466782230187
+      "required_token_positions_per_second": 28070.077009136705,
+      "required_pages_per_second_upper_estimate": 0.36005280857270566
     }
   ],
   "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": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 62,
+    "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.12024813167960247,
-    "producer_p95_seconds": 0.26581320299919753,
-    "gpu_update_seconds": 0.9722668115744408,
-    "producer_batches_per_second": 8.316137523570594,
-    "gpu_batches_per_second": 1.0285242570201993,
-    "producer_headroom": 8.085504514656549,
+    "producer_batch_seconds": 0.3831788458203107,
+    "producer_p95_seconds": 0.2198908680002205,
+    "gpu_update_seconds": 0.9849634538231113,
+    "producer_batches_per_second": 2.609747408835152,
+    "gpu_batches_per_second": 1.0152660955272246,
+    "producer_headroom": 2.5705058214121865,
     "sustainable": true,
-    "buffer_seconds": 60.28054231761533,
+    "buffer_seconds": 60.082770683209795,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 87,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 311974.50051060936,
+    "generation_bytes_per_second": 287967.58479055605,
     "upload_bytes_per_second": 4805509.442904458,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 66.94246541489325,
+    "estimated_full_shards_per_hour": 61.79114015376579,
     "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-v1/1791209746770022608-f3fe5fb7/train.jsonl

@@ -160,3 +160,4 @@
 {"step": 736000, "loss": 0.5668315291404724, "lr": 5e-05, "grad_norm": 0.27227980005007696, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 107730231472, "tokens_per_second": 152181.08599206997, "data_wait_s": 1.8500000805943273e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 736100, "loss": 0.5431311130523682, "lr": 5e-05, "grad_norm": 0.24596208616680798, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 107744761546, "tokens_per_second": 149158.29127311741, "data_wait_s": 1.95359989447752e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 736200, "loss": 0.5547208189964294, "lr": 5e-05, "grad_norm": 0.22673007027056988, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 107759247246, "tokens_per_second": 146478.99680238252, "data_wait_s": 1.1204001566511579e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 736300, "loss": 0.5168012380599976, "lr": 5e-05, "grad_norm": 0.213197359884553, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 107773787864, "tokens_per_second": 150692.86581329023, "data_wait_s": 9.845000022323802e-06, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791209746.ebd20fd8-0561-42d8-bf2b-56d08e7106ef-6qqk2.329.0.1791209746770022608-f3fe5fb7

@@ -1,3 +1,3 @@
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+size 347748