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": 74750.89067393649,
-      "required_pages_per_second_upper_estimate": 0.006479217749216479
+      "required_token_positions_per_second": 74844.7568755108,
+      "required_pages_per_second_upper_estimate": 0.006487353833667226
     },
     {
       "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": 9343.861334242061,
-      "required_pages_per_second_upper_estimate": 0.0037274059894056412
+      "required_token_positions_per_second": 9355.59460943885,
+      "required_pages_per_second_upper_estimate": 0.0037320865683097373
     },
     {
       "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": 18687.722668484123,
-      "required_pages_per_second_upper_estimate": 0.004323075746667917
+      "required_token_positions_per_second": 18711.1892188777,
+      "required_pages_per_second_upper_estimate": 0.004328504320104289
     },
     {
       "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": 28031.584002726184,
-      "required_pages_per_second_upper_estimate": 0.0017069763954109581
+      "required_token_positions_per_second": 28066.78382831655,
+      "required_pages_per_second_upper_estimate": 0.0017091198801101994
     },
     {
       "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": 28031.584002726184,
-      "required_pages_per_second_upper_estimate": 0.0021579489329207713
+      "required_token_positions_per_second": 28066.78382831655,
+      "required_pages_per_second_upper_estimate": 0.0021606587129340714
     },
     {
       "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": 21,
-      "required_token_positions_per_second": 28031.584002726184,
-      "required_pages_per_second_upper_estimate": 0.3480584576371877
+      "required_token_positions_per_second": 28066.78382831655,
+      "required_pages_per_second_upper_estimate": 0.34849552166478204
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.36570967231250684,
-    "producer_p95_seconds": 0.14958367799999905,
-    "gpu_update_seconds": 0.986316006876783,
-    "producer_batches_per_second": 2.7344094939481893,
-    "gpu_batches_per_second": 1.013873842691196,
-    "producer_headroom": 2.696991853236943,
+    "producer_batch_seconds": 0.4726481595703085,
+    "producer_p95_seconds": 0.14274583199994595,
+    "gpu_update_seconds": 0.9850790232725547,
+    "producer_batches_per_second": 2.1157386943156933,
+    "gpu_batches_per_second": 1.0151469845311252,
+    "producer_headroom": 2.0841698064964533,
     "sustainable": true,
-    "buffer_seconds": 60.16527641948376,
+    "buffer_seconds": 60.08982041962584,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 62,
+    "upload_pages_per_commit": 60,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 314817.22246318957,
-    "upload_bytes_per_second": 4415852.391526113,
+    "generation_bytes_per_second": 283728.1689781987,
+    "upload_bytes_per_second": 4664095.02344952,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 67.55244737073674,
+    "estimated_full_shards_per_hour": 60.88146020898315,
     "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": [
@@ -226,6 +226,12 @@
       "bytes": 6183122,
       "pages": 35,
       "shards": 2
+    },
+    {
+      "seconds": 1.2959069240000645,
+      "bytes": 8294236,
+      "pages": 30,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790738827394728502-c744ae20/train.jsonl

@@ -9,3 +9,4 @@
 {"step": 315900, "loss": 0.5567959807813168, "lr": 0.0003, "grad_norm": 0.15135116279330912, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46239028327, "tokens_per_second": 149536.34382585716, "data_wait_s": 1.0694999900806579e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 316000, "loss": 0.5752813629806042, "lr": 0.0003, "grad_norm": 0.1705854728676636, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46253660338, "tokens_per_second": 147117.6807879494, "data_wait_s": 7.873000186009449e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 316100, "loss": 0.5824047094210982, "lr": 0.0003, "grad_norm": 0.15162778451768252, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46268355495, "tokens_per_second": 129192.18210135636, "data_wait_s": 1.2212000001454726e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 316200, "loss": 0.5630151983350515, "lr": 0.0003, "grad_norm": 0.18497926545476986, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46283079553, "tokens_per_second": 149341.77200001292, "data_wait_s": 1.1314999937894754e-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 23463
+oid sha256:64245fc8d9f3c7651a8448386e28e039e349ff1a3a6b48d7c6a21911b30bd484
+size 25581