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": 74945.30925149868,
-      "required_pages_per_second_upper_estimate": 0.006496069458770189
+      "required_token_positions_per_second": 75076.94630158915,
+      "required_pages_per_second_upper_estimate": 0.006507479424640978
     },
     {
       "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": 9368.163656437335,
-      "required_pages_per_second_upper_estimate": 0.0037371005490814324
+      "required_token_positions_per_second": 9384.618287698644,
+      "required_pages_per_second_upper_estimate": 0.0037436645475102297
     },
     {
       "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": 18736.32731287467,
-      "required_pages_per_second_upper_estimate": 0.004334319575735144
+      "required_token_positions_per_second": 18769.236575397288,
+      "required_pages_per_second_upper_estimate": 0.004341932554436513
     },
     {
       "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": 28104.490969312006,
-      "required_pages_per_second_upper_estimate": 0.0017114160471627432
+      "required_token_positions_per_second": 28153.854863095934,
+      "required_pages_per_second_upper_estimate": 0.0017144220493018499
     },
     {
       "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": 28104.490969312006,
-      "required_pages_per_second_upper_estimate": 0.0021635615130279483
+      "required_token_positions_per_second": 28153.854863095934,
+      "required_pages_per_second_upper_estimate": 0.002167361682219439
     },
     {
       "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": 28104.490969312006,
-      "required_pages_per_second_upper_estimate": 0.3489637181582627
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28153.854863095934,
+      "required_pages_per_second_upper_estimate": 0.3495766525087343
     }
   ],
   "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": 690670,
-    "producer_batch_seconds": 0.11766782871077908,
-    "producer_p95_seconds": 0.27398473500215914,
-    "gpu_update_seconds": 0.9837573656889762,
-    "producer_batches_per_second": 8.498499640525738,
-    "gpu_batches_per_second": 1.0165108134155094,
-    "producer_headroom": 8.36046161867231,
+    "producer_batch_seconds": 0.12057164901554529,
+    "producer_p95_seconds": 0.31892696900104056,
+    "gpu_update_seconds": 0.9820324830984688,
+    "producer_batches_per_second": 8.293823698729293,
+    "gpu_batches_per_second": 1.018296255175634,
+    "producer_headroom": 8.144804281244054,
     "sustainable": true,
-    "buffer_seconds": 60.00919930702755,
+    "buffer_seconds": 60.88601395210507,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 419853.6338872593,
+    "generation_bytes_per_second": 436410.35616283654,
     "upload_bytes_per_second": 5860836.405875324,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 90.0908161398252,
+    "estimated_full_shards_per_hour": 93.64350331939528,
     "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-v1/1790738827394728502-c744ae20/train.jsonl

@@ -165,3 +165,4 @@
 {"step": 331500, "loss": 0.5810183882713318, "lr": 0.0003, "grad_norm": 0.13774254750612497, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 48522777893, "tokens_per_second": 147490.56422294272, "data_wait_s": 1.6948000848060474e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 331600, "loss": 0.5989936012774706, "lr": 0.0003, "grad_norm": 0.15591725490170522, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 48537507560, "tokens_per_second": 149936.8862259838, "data_wait_s": 1.0395997378509492e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 331700, "loss": 0.5897045414894819, "lr": 0.0003, "grad_norm": 0.16212551854037918, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 48552237994, "tokens_per_second": 149983.39380913397, "data_wait_s": 1.8827002350008115e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 331800, "loss": 0.5697401706129313, "lr": 0.0003, "grad_norm": 0.14947999205298454, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 48566944005, "tokens_per_second": 126934.52762617593, "data_wait_s": 1.608900129212998e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790738827.1a46e860-412e-40b5-8c01-42d24543f8c9-dfnph.319.0.1790738827394728502-c744ae20

@@ -1,3 +1,3 @@
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+size 358338