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": 75712.98248089162,
-      "required_pages_per_second_upper_estimate": 0.006562609428643957
+      "required_token_positions_per_second": 75710.36873810262,
+      "required_pages_per_second_upper_estimate": 0.006562382876043478
     },
     {
       "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": 9464.122810111452,
-      "required_pages_per_second_upper_estimate": 0.0037753800901992388
+      "required_token_positions_per_second": 9463.796092262828,
+      "required_pages_per_second_upper_estimate": 0.003775249757564556
     },
     {
       "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": 18928.245620222904,
-      "required_pages_per_second_upper_estimate": 0.0043787164984933095
+      "required_token_positions_per_second": 18927.592184525656,
+      "required_pages_per_second_upper_estimate": 0.004378565337644827
     },
     {
       "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": 28392.368430334358,
-      "required_pages_per_second_upper_estimate": 0.0017289462741626946
+      "required_token_positions_per_second": 28391.388276788486,
+      "required_pages_per_second_upper_estimate": 0.0017288865879542192
     },
     {
       "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": 28392.368430334358,
-      "required_pages_per_second_upper_estimate": 0.0021857231168732646
+      "required_token_positions_per_second": 28391.388276788486,
+      "required_pages_per_second_upper_estimate": 0.0021856476619400646
     },
     {
       "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": 22,
-      "required_token_positions_per_second": 28392.368430334358,
-      "required_pages_per_second_upper_estimate": 0.35253819276027615
+      "required_token_positions_per_second": 28391.388276788486,
+      "required_pages_per_second_upper_estimate": 0.35252602253359927
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.09333942985155907,
-    "producer_p95_seconds": 0.1401815029998943,
-    "gpu_update_seconds": 0.9737827989883692,
-    "producer_batches_per_second": 10.713585904588603,
-    "gpu_batches_per_second": 1.0269230479721627,
-    "producer_headroom": 10.432705669372629,
+    "producer_batch_seconds": 0.06434245494529911,
+    "producer_p95_seconds": 0.14002721300016674,
+    "gpu_update_seconds": 0.973816416811282,
+    "producer_batches_per_second": 15.541837824654847,
+    "gpu_batches_per_second": 1.0268875968167133,
+    "producer_headroom": 15.134896821067432,
     "sustainable": true,
-    "buffer_seconds": 60.374533537278886,
+    "buffer_seconds": 60.37661784229948,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 56,
+    "upload_pages_per_commit": 61,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 318544.2515321579,
+    "generation_bytes_per_second": 319135.8137507104,
     "upload_bytes_per_second": 4084854.416422639,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 68.35218104814102,
+    "estimated_full_shards_per_hour": 68.47911652937874,
     "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

@@ -6,3 +6,4 @@
 {"step": 315600, "loss": 0.5520508475601673, "lr": 0.0003, "grad_norm": 0.1444274193655029, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46195213605, "tokens_per_second": 146664.88977618984, "data_wait_s": 1.219699993271206e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 315700, "loss": 0.587482888251543, "lr": 0.0003, "grad_norm": 0.15449887059885634, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46209767410, "tokens_per_second": 148647.08791861043, "data_wait_s": 1.1756000048990245e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 315800, "loss": 0.5816597454249859, "lr": 0.0003, "grad_norm": 0.15681656811833933, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 46224346598, "tokens_per_second": 148903.31554262608, "data_wait_s": 1.0683000027711387e-05, "gpu_peak_gb": 85.46427917480469}
+{"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}

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 17109
+oid sha256:bf03e60040af8c04892aa58f88e5d2a62f811fa395a83538e75a4c237db378ed
+size 19227