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": 74058.533816883,
-      "required_pages_per_second_upper_estimate": 0.006419206011609494
+      "required_token_positions_per_second": 75654.95369156748,
+      "required_pages_per_second_upper_estimate": 0.006557579640257963
     },
     {
       "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": 9257.316727110376,
-      "required_pages_per_second_upper_estimate": 0.0036928820516636254
+      "required_token_positions_per_second": 9456.869211445935,
+      "required_pages_per_second_upper_estimate": 0.0037724865212405995
     },
     {
       "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": 18514.63345422075,
-      "required_pages_per_second_upper_estimate": 0.004283034603214214
+      "required_token_positions_per_second": 18913.73842289187,
+      "required_pages_per_second_upper_estimate": 0.004375360513708728
     },
     {
       "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": 27771.950181331125,
-      "required_pages_per_second_upper_estimate": 0.0016911660578813842
+      "required_token_positions_per_second": 28370.607634337808,
+      "required_pages_per_second_upper_estimate": 0.0017276211558565778
     },
     {
       "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": 27771.950181331125,
-      "required_pages_per_second_upper_estimate": 0.002137961602637362
+      "required_token_positions_per_second": 28370.607634337808,
+      "required_pages_per_second_upper_estimate": 0.0021840479105597116
     },
     {
       "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": 27771.950181331125,
-      "required_pages_per_second_upper_estimate": 0.3448346745139641
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28370.607634337808,
+      "required_pages_per_second_upper_estimate": 0.35226799650269824
     }
   ],
   "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": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.4830811388123948,
-    "producer_p95_seconds": 0.33351783100079047,
-    "gpu_update_seconds": 0.9955368571338412,
-    "producer_batches_per_second": 2.0700456293085607,
-    "gpu_batches_per_second": 1.0044831518131918,
-    "producer_headroom": 2.0608067199254894,
+    "producer_batch_seconds": 0.12080200396093232,
+    "producer_p95_seconds": 0.3094958920009958,
+    "gpu_update_seconds": 0.9745297089279394,
+    "producer_batches_per_second": 8.278008370816453,
+    "gpu_batches_per_second": 1.0261359821447413,
+    "producer_headroom": 8.067165088114804,
     "sustainable": true,
-    "buffer_seconds": 60.72774828516432,
+    "buffer_seconds": 60.420841953532246,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 77,
+    "upload_pages_per_commit": 81,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 417008.00709706434,
-    "upload_bytes_per_second": 4102907.7703114543,
+    "generation_bytes_per_second": 399391.64840425324,
+    "upload_bytes_per_second": 4115072.893519819,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 89.48021087345073,
+    "estimated_full_shards_per_hour": 85.7001503858156,
     "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": 1.2227748900004372,
-      "bytes": 12637313,
-      "pages": 46,
-      "shards": 4
-    },
     {
       "seconds": 1.1576985259998764,
       "bytes": 6035027,
@@ -562,6 +556,12 @@
       "bytes": 631745,
       "pages": 18,
       "shards": 1
+    },
+    {
+      "seconds": 1.1167246349978086,
+      "bytes": 13461458,
+      "pages": 33,
+      "shards": 4
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790485060735632541-7579de36/train.jsonl

@@ -200,3 +200,4 @@
 {"step": 105000, "loss": 0.6216882299631834, "lr": 0.0003, "grad_norm": 0.13170376331896053, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 15365640815, "tokens_per_second": 148940.21746605175, "data_wait_s": 1.3888999092159793e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 105100, "loss": 0.6351448111236095, "lr": 0.0003, "grad_norm": 0.1474901384848249, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 15380211498, "tokens_per_second": 124904.54535929876, "data_wait_s": 1.1435997294029221e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 105200, "loss": 0.6166014447808266, "lr": 0.0003, "grad_norm": 0.1407138276989707, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 15394739203, "tokens_per_second": 147867.80495907145, "data_wait_s": 1.6666999727021903e-05, "gpu_peak_gb": 85.46991729736328}
+{"step": 105300, "loss": 0.5740653779357672, "lr": 0.0003, "grad_norm": 0.13207104914276172, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 15409408904, "tokens_per_second": 148330.15817550287, "data_wait_s": 1.8804999854182824e-05, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790485060.0b09bbb2-f535-42d2-bd00-cbae7fb94f51-r2qrq.28895.0.1790485060735632541-7579de36

@@ -1,3 +1,3 @@
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-size 431133
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+size 433251