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": 75865.33291868574,
-      "required_pages_per_second_upper_estimate": 0.0065758147784632974
+      "required_token_positions_per_second": 76209.30229895536,
+      "required_pages_per_second_upper_estimate": 0.006605629172562643
     },
     {
       "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": 9483.166614835718,
-      "required_pages_per_second_upper_estimate": 0.003782976948634003
+      "required_token_positions_per_second": 9526.16278736942,
+      "required_pages_per_second_upper_estimate": 0.0038001287647077627
     },
     {
       "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": 18966.333229671436,
-      "required_pages_per_second_upper_estimate": 0.0043875273966201955
+      "required_token_positions_per_second": 19052.32557473884,
+      "required_pages_per_second_upper_estimate": 0.004407420212237956
     },
     {
       "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": 28449.499844507154,
-      "required_pages_per_second_upper_estimate": 0.0017324252775404532
+      "required_token_positions_per_second": 28578.48836210826,
+      "required_pages_per_second_upper_estimate": 0.0017402800015119107
     },
     {
       "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": 28449.499844507154,
-      "required_pages_per_second_upper_estimate": 0.002190121251286163
+      "required_token_positions_per_second": 28578.48836210826,
+      "required_pages_per_second_upper_estimate": 0.0022000511444341658
     },
     {
       "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": 28449.499844507154,
-      "required_pages_per_second_upper_estimate": 0.35324757371775894
+      "required_token_positions_per_second": 28578.48836210826,
+      "required_pages_per_second_upper_estimate": 0.3548491794095665
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,20 +155,20 @@
   "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": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 717798,
-    "producer_batch_seconds": 0.04355434992973173,
-    "producer_p95_seconds": 0.13079734600023585,
-    "gpu_update_seconds": 0.9718272781986393,
-    "producer_batches_per_second": 22.95981920550638,
-    "gpu_batches_per_second": 1.0289894330333895,
-    "producer_headroom": 22.31297860642011,
+    "producer_batch_seconds": 0.053835043320304976,
+    "producer_p95_seconds": 0.13447191699970062,
+    "gpu_update_seconds": 0.9674409524283314,
+    "producer_batches_per_second": 18.57526135997052,
+    "gpu_batches_per_second": 1.0336548163378276,
+    "producer_headroom": 17.970468541695062,
     "sustainable": true,
-    "buffer_seconds": 60.25329124831564,
+    "buffer_seconds": 60.948780002984876,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 72,
+    "upload_pages_per_commit": 80,
     "max_pending_pages": 4096,
     "generation_bytes_per_second": 0,
     "upload_bytes_per_second": null,

metrics/void-byte-v1/1790782192342215557-281f6532/train.jsonl

@@ -17,3 +17,4 @@
 {"step": 356700, "loss": 0.6328282952308655, "lr": 0.0003, "grad_norm": 0.19027880083121018, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52210646056, "tokens_per_second": 150503.8607225417, "data_wait_s": 7.793999884597724e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 356800, "loss": 0.5971382074058056, "lr": 0.0003, "grad_norm": 0.17656761639722304, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52225208874, "tokens_per_second": 149479.63006219224, "data_wait_s": 1.575900023453869e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 356900, "loss": 0.6156456805765629, "lr": 0.0003, "grad_norm": 0.15816110123594962, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52239903919, "tokens_per_second": 151397.92864944096, "data_wait_s": 1.3961000149720348e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 357000, "loss": 0.6048266664147377, "lr": 0.0003, "grad_norm": 0.15053552171825507, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52254457624, "tokens_per_second": 149857.96183073396, "data_wait_s": 1.0407999980088789e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790782192.062ccfe6-664f-43fe-9e0e-62f43f0c4870-64tpq.429.0.1790782192342215557-281f6532

@@ -1,3 +1,3 @@
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+size 42525