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": 75721.0058532333,
-      "required_pages_per_second_upper_estimate": 0.006563304874223483
+      "required_token_positions_per_second": 75270.99857632392,
+      "required_pages_per_second_upper_estimate": 0.006524299383993994
     },
     {
       "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": 9465.125731654163,
-      "required_pages_per_second_upper_estimate": 0.0037757801705976396
+      "required_token_positions_per_second": 9408.87482204049,
+      "required_pages_per_second_upper_estimate": 0.0037533408417266996
     },
     {
       "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": 18930.251463308326,
-      "required_pages_per_second_upper_estimate": 0.00437918051498949
+      "required_token_positions_per_second": 18817.74964408098,
+      "required_pages_per_second_upper_estimate": 0.004353155199075638
     },
     {
       "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": 28395.377194962486,
-      "required_pages_per_second_upper_estimate": 0.0017291294921427795
+      "required_token_positions_per_second": 28226.624466121473,
+      "required_pages_per_second_upper_estimate": 0.0017188533363335047
     },
     {
       "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": 28395.377194962486,
-      "required_pages_per_second_upper_estimate": 0.0021859547399031313
+      "required_token_positions_per_second": 28226.624466121473,
+      "required_pages_per_second_upper_estimate": 0.002172963687699499
     },
     {
       "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": 28395.377194962486,
-      "required_pages_per_second_upper_estimate": 0.35257555154727005
+      "required_token_positions_per_second": 28226.624466121473,
+      "required_pages_per_second_upper_estimate": 0.3504802074341169
     }
   ],
   "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": 717798,
-    "producer_batch_seconds": 0.2646654758594096,
-    "producer_p95_seconds": 0.19091942900013237,
-    "gpu_update_seconds": 0.9736796172901314,
-    "producer_batches_per_second": 3.778354531329959,
-    "gpu_batches_per_second": 1.0270318719242797,
-    "producer_headroom": 3.678906794051788,
+    "producer_batch_seconds": 0.14167875534378993,
+    "producer_p95_seconds": 0.19971211299980496,
+    "gpu_update_seconds": 0.9795007558620423,
+    "producer_batches_per_second": 7.05822123841683,
+    "gpu_batches_per_second": 1.0209282575998797,
+    "producer_headroom": 6.913533038070805,
     "sustainable": true,
-    "buffer_seconds": 60.36813627198815,
+    "buffer_seconds": 60.72904686344663,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 80,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 424769.68989277724,
+    "generation_bytes_per_second": 416866.9208720906,
     "upload_bytes_per_second": 5605308.235209643,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 91.14568731868256,
+    "estimated_full_shards_per_hour": 89.4499370538906,
     "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-v1/1790782192342215557-281f6532/train.jsonl

@@ -60,3 +60,4 @@
 {"step": 361000, "loss": 0.5639312844723463, "lr": 0.0003, "grad_norm": 0.16376991511278852, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52840419589, "tokens_per_second": 150113.4355381505, "data_wait_s": 1.2329999663052149e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 361100, "loss": 0.6088229678571224, "lr": 0.0003, "grad_norm": 0.15095574985346707, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52855198388, "tokens_per_second": 150504.0480620053, "data_wait_s": 1.7798999579099473e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 361200, "loss": 0.5808791425079107, "lr": 0.0003, "grad_norm": 0.14341105196398007, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52869726912, "tokens_per_second": 147459.70150748314, "data_wait_s": 1.1307999557175208e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 361300, "loss": 0.5114772878587246, "lr": 0.0003, "grad_norm": 0.18071435522045554, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52884222573, "tokens_per_second": 147260.77314922726, "data_wait_s": 1.0229000508843455e-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 132264
+oid sha256:63d999beec92253c98a50b6561e5c354815329c884bd26d6ffbee516ef1e4a35
+size 134382