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": 74705.95975957396,
-      "required_pages_per_second_upper_estimate": 0.006475323251435895
+      "required_token_positions_per_second": 75350.86876447113,
+      "required_pages_per_second_upper_estimate": 0.006531222329473453
     },
     {
       "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": 9338.244969946745,
-      "required_pages_per_second_upper_estimate": 0.0037251655377161103
+      "required_token_positions_per_second": 9418.858595558891,
+      "required_pages_per_second_upper_estimate": 0.003757323518253906
     },
     {
       "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": 18676.48993989349,
-      "required_pages_per_second_upper_estimate": 0.004320477252597745
+      "required_token_positions_per_second": 18837.717191117783,
+      "required_pages_per_second_upper_estimate": 0.004357774339665776
     },
     {
       "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": 28014.734909840234,
-      "required_pages_per_second_upper_estimate": 0.0017059503740545622
+      "required_token_positions_per_second": 28256.575786676673,
+      "required_pages_per_second_upper_estimate": 0.0017206772146128818
     },
     {
       "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": 28014.734909840234,
-      "required_pages_per_second_upper_estimate": 0.0021566518431091366
+      "required_token_positions_per_second": 28256.575786676673,
+      "required_pages_per_second_upper_estimate": 0.0021752694232664
     },
     {
       "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": 28014.734909840234,
-      "required_pages_per_second_upper_estimate": 0.34784924829383057
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28256.575786676673,
+      "required_pages_per_second_upper_estimate": 0.3508521025947909
     }
   ],
   "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": 0.09741476364857249,
-    "producer_p95_seconds": 0.3116424680010823,
-    "gpu_update_seconds": 0.9869092136327366,
-    "producer_batches_per_second": 10.265384450426206,
-    "gpu_batches_per_second": 1.0132644281626242,
-    "producer_headroom": 10.131002495607849,
+    "producer_batch_seconds": 0.11131897098431409,
+    "producer_p95_seconds": 0.33297329699780676,
+    "gpu_update_seconds": 0.9784625075850972,
+    "producer_batches_per_second": 8.983194788432868,
+    "gpu_batches_per_second": 1.0220115663583866,
+    "producer_headroom": 8.7897192988154,
     "sustainable": true,
-    "buffer_seconds": 60.20146203159693,
+    "buffer_seconds": 60.66467547027603,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 80,
+    "upload_pages_per_commit": 84,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 264142.1729807293,
+    "generation_bytes_per_second": 280289.14906156715,
     "upload_bytes_per_second": 3785771.537944758,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 56.678761406578154,
+    "estimated_full_shards_per_hour": 60.1435265911604,
     "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-v1/1790434090210070261-a05fc3fb/train.jsonl

@@ -299,3 +299,4 @@
 {"step": 69900, "loss": 0.6463001444935799, "lr": 0.0003, "grad_norm": 0.130460975222244, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10230311326, "tokens_per_second": 130485.51989099575, "data_wait_s": 1.857100141933188e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 70000, "loss": 0.6447709798812866, "lr": 0.0003, "grad_norm": 0.13342261601705638, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10244777274, "tokens_per_second": 147803.9612738101, "data_wait_s": 6.407000910257921e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 70100, "loss": 0.6081743184477091, "lr": 0.0003, "grad_norm": 0.13843627369027564, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10259436304, "tokens_per_second": 139876.96378341693, "data_wait_s": 1.1140997230540961e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 70200, "loss": 0.5846885461360216, "lr": 0.0003, "grad_norm": 0.12082818025227184, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10274102827, "tokens_per_second": 149451.26097893732, "data_wait_s": 1.1459000234026462e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790434090.372bd512-57cc-4928-b44a-3b375a0fa071-5spg5.451.0.1790434090210070261-a05fc3fb

@@ -1,3 +1,3 @@
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+oid sha256:26c30f8eab4eb73e1f406c732e95aea02d4eef1ee30880214a3edf91e534fe68
+size 644499