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": 74774.96039107045,
-      "required_pages_per_second_upper_estimate": 0.00648130405129351
+      "required_token_positions_per_second": 76013.0212790731,
+      "required_pages_per_second_upper_estimate": 0.006588616031228946
     },
     {
       "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": 9346.870048883806,
-      "required_pages_per_second_upper_estimate": 0.0037286062106605257
+      "required_token_positions_per_second": 9501.627659884138,
+      "required_pages_per_second_upper_estimate": 0.003790341335521038
     },
     {
       "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": 18693.74009776761,
-      "required_pages_per_second_upper_estimate": 0.004324467773029513
+      "required_token_positions_per_second": 19003.255319768276,
+      "required_pages_per_second_upper_estimate": 0.004396068672357508
     },
     {
       "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": 28040.610146651416,
-      "required_pages_per_second_upper_estimate": 0.0017075260402194875
+      "required_token_positions_per_second": 28504.88297965241,
+      "required_pages_per_second_upper_estimate": 0.001735797819897946
     },
     {
       "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": 28040.610146651416,
-      "required_pages_per_second_upper_estimate": 0.002158643790466101
+      "required_token_positions_per_second": 28504.88297965241,
+      "required_pages_per_second_upper_estimate": 0.0021943847983399755
     },
     {
       "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": 28040.610146651416,
-      "required_pages_per_second_upper_estimate": 0.3481705321361786
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28504.88297965241,
+      "required_pages_per_second_upper_estimate": 0.3539352469008333
     }
   ],
   "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": 688946,
-    "producer_batch_seconds": 0.20525690883604852,
-    "producer_p95_seconds": 0.358905285000219,
-    "gpu_update_seconds": 0.9859985162734306,
-    "producer_batches_per_second": 4.87194319387691,
-    "gpu_batches_per_second": 1.0142003091236769,
-    "producer_headroom": 4.803728760531072,
+    "producer_batch_seconds": 0.08891573778106476,
+    "producer_p95_seconds": 0.32703011100238655,
+    "gpu_update_seconds": 0.969939080954513,
+    "producer_batches_per_second": 11.246602963159095,
+    "gpu_batches_per_second": 1.0309925846228447,
+    "producer_headroom": 10.908519741946835,
     "sustainable": true,
-    "buffer_seconds": 60.145909492679266,
+    "buffer_seconds": 60.1362230191798,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 555483.9607718596,
+    "generation_bytes_per_second": 555445.5537310285,
     "upload_bytes_per_second": 5111796.448017311,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 119.19392697684137,
+    "estimated_full_shards_per_hour": 119.18568571994915,
     "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-v1/1790519810984249790-cb9c9513/train.jsonl

@@ -296,3 +296,4 @@
 {"step": 144600, "loss": 0.6043801829218864, "lr": 0.0003, "grad_norm": 0.13317204782334968, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21162117074, "tokens_per_second": 150840.41150511632, "data_wait_s": 1.1948999599553645e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 144700, "loss": 0.614732364192605, "lr": 0.0003, "grad_norm": 0.14681944049556186, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21176816098, "tokens_per_second": 150433.177234423, "data_wait_s": 1.3577999197877944e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 144800, "loss": 0.6016544653102756, "lr": 0.0003, "grad_norm": 0.132766612257271, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21191490841, "tokens_per_second": 150497.28326587458, "data_wait_s": 9.331000910606235e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 144900, "loss": 0.6100160982459784, "lr": 0.0003, "grad_norm": 0.13386735083109225, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 21206014750, "tokens_per_second": 148411.26772408662, "data_wait_s": 1.2540996976895258e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790519810.cad0b19a-59f2-43f0-8fb4-2a94097843e2-tjh7c.1336.0.1790519810984249790-cb9c9513

@@ -1,3 +1,3 @@
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