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": 74776.1732922313,
-      "required_pages_per_second_upper_estimate": 0.006481409182492062
+      "required_token_positions_per_second": 74975.1252179315,
+      "required_pages_per_second_upper_estimate": 0.00649865383117271
     },
     {
       "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": 9347.021661528912,
-      "required_pages_per_second_upper_estimate": 0.0037286666912114694
+      "required_token_positions_per_second": 9371.890652241438,
+      "required_pages_per_second_upper_estimate": 0.003738587303431242
     },
     {
       "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": 18694.043323057824,
-      "required_pages_per_second_upper_estimate": 0.004324537918863821
+      "required_token_positions_per_second": 18743.781304482876,
+      "required_pages_per_second_upper_estimate": 0.004336043925507931
     },
     {
       "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": 28041.064984586734,
-      "required_pages_per_second_upper_estimate": 0.0017075537374633982
+      "required_token_positions_per_second": 28115.671956724316,
+      "required_pages_per_second_upper_estimate": 0.0017120969106340458
     },
     {
       "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": 28041.064984586734,
-      "required_pages_per_second_upper_estimate": 0.002158678805149434
+      "required_token_positions_per_second": 28115.671956724316,
+      "required_pages_per_second_upper_estimate": 0.002164422256389902
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "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": 28041.064984586734,
-      "required_pages_per_second_upper_estimate": 0.3481761797010906
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28115.671956724316,
+      "required_pages_per_second_upper_estimate": 0.3491025486015659
     }
   ],
   "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": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.08624723141410584,
-    "producer_p95_seconds": 0.218277064999711,
-    "gpu_update_seconds": 0.9859825229604229,
-    "producer_batches_per_second": 11.594575079153772,
-    "gpu_batches_per_second": 1.0142167601485363,
-    "producer_headroom": 11.432048389198082,
+    "producer_batch_seconds": 0.2284291896484234,
+    "producer_p95_seconds": 0.24707863299954624,
+    "gpu_update_seconds": 0.9833661469146404,
+    "producer_batches_per_second": 4.377724237165598,
+    "gpu_batches_per_second": 1.01691521834217,
+    "producer_headroom": 4.304905815356367,
     "sustainable": true,
-    "buffer_seconds": 60.1449339005858,
+    "buffer_seconds": 60.968701108707705,
     "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": 447931.2350796972,
+    "generation_bytes_per_second": 432318.93406882114,
     "upload_bytes_per_second": 5250166.155069888,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 96.11561574261844,
+    "estimated_full_shards_per_hour": 92.76557938145137,
     "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

@@ -133,3 +133,4 @@
 {"step": 208300, "loss": 0.5849227532744408, "lr": 0.0003, "grad_norm": 0.1436915649278191, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 30487336663, "tokens_per_second": 146661.76946535383, "data_wait_s": 1.5249999705702066e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 208400, "loss": 0.5508072338998318, "lr": 0.0003, "grad_norm": 0.1494632014841731, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 30501775990, "tokens_per_second": 146016.4629212084, "data_wait_s": 1.8898999769589864e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 208500, "loss": 0.6042758673429489, "lr": 0.0003, "grad_norm": 0.14450466836031053, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 30516426206, "tokens_per_second": 148336.9974279627, "data_wait_s": 2.116799987561535e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 208600, "loss": 0.6167097222059965, "lr": 0.0003, "grad_norm": 0.14051531890274305, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 30531144904, "tokens_per_second": 149534.9880224501, "data_wait_s": 2.0044000848429278e-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 287661
+oid sha256:fc285daf5d36fbd15707c9cc1d1743c287177e1c5702575f0be566913e2c2133
+size 289779