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": 75838.67028275809,
-      "required_pages_per_second_upper_estimate": 0.006573503728756921
+      "required_token_positions_per_second": 75933.99341993597,
+      "required_pages_per_second_upper_estimate": 0.006581766096693218
     },
     {
       "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": 9479.833785344761,
-      "required_pages_per_second_upper_estimate": 0.0037816474331198186
+      "required_token_positions_per_second": 9491.749177491996,
+      "required_pages_per_second_upper_estimate": 0.0037864006611983392
     },
     {
       "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": 18959.667570689522,
-      "required_pages_per_second_upper_estimate": 0.004385985413726322
+      "required_token_positions_per_second": 18983.498354983993,
+      "required_pages_per_second_upper_estimate": 0.004391498246265368
     },
     {
       "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": 28439.50135603428,
-      "required_pages_per_second_upper_estimate": 0.00173181642205047
+      "required_token_positions_per_second": 28475.24753247599,
+      "required_pages_per_second_upper_estimate": 0.0017339931766500768
     },
     {
       "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": 28439.50135603428,
-      "required_pages_per_second_upper_estimate": 0.0021893515399659335
+      "required_token_positions_per_second": 28475.24753247599,
+      "required_pages_per_second_upper_estimate": 0.0021921033795801663
     },
     {
       "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": 28439.50135603428,
-      "required_pages_per_second_upper_estimate": 0.3531234259537142
+      "required_token_positions_per_second": 28475.24753247599,
+      "required_pages_per_second_upper_estimate": 0.35356727383036357
     }
   ],
   "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": 0.09408916248436583,
-    "producer_p95_seconds": 0.19224768100048095,
-    "gpu_update_seconds": 0.9721689439584235,
-    "producer_batches_per_second": 10.628216614917402,
-    "gpu_batches_per_second": 1.0286277978889715,
-    "producer_headroom": 10.332422122685621,
+    "producer_batch_seconds": 0.07296771318753059,
+    "producer_p95_seconds": 0.17815108800004964,
+    "gpu_update_seconds": 0.9709485393750303,
+    "producer_batches_per_second": 13.704691517876558,
+    "gpu_batches_per_second": 1.0299207006827253,
+    "producer_headroom": 13.306550211867611,
     "sustainable": true,
-    "buffer_seconds": 60.27447452542226,
+    "buffer_seconds": 60.19880944125188,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 85,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 468715.5925343753,
+    "generation_bytes_per_second": 468602.7926639869,
     "upload_bytes_per_second": 4826734.250837589,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 100.57545501731343,
+    "estimated_full_shards_per_hour": 100.55125079097466,
     "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-v1/1790651964532391049-1e9227c4/train.jsonl

@@ -41,3 +41,4 @@
 {"step": 241200, "loss": 0.6091801077127457, "lr": 0.0003, "grad_norm": 0.1659018137984772, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35304302650, "tokens_per_second": 147903.99893654566, "data_wait_s": 1.2401000276440755e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 241300, "loss": 0.6611749287694693, "lr": 0.0003, "grad_norm": 0.15601242358858483, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35319001314, "tokens_per_second": 150003.28089799767, "data_wait_s": 1.2620000234164763e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 241400, "loss": 0.6207055300474167, "lr": 0.0003, "grad_norm": 0.13743057772118955, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35333684821, "tokens_per_second": 149884.36847653115, "data_wait_s": 1.9915999473596457e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 241500, "loss": 0.58491569198668, "lr": 0.0003, "grad_norm": 0.15787964599663515, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35348409349, "tokens_per_second": 149601.08783378193, "data_wait_s": 1.3154000043869019e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790651964.96f3217e-af24-484e-a73b-abea9eb37bd2-c4mbg.442.0.1790651964532391049-1e9227c4

@@ -1,3 +1,3 @@
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-size 92022
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+size 94140