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": 75824.93356255625,
-      "required_pages_per_second_upper_estimate": 0.006572313064665225
+      "required_token_positions_per_second": 76044.87429931147,
+      "required_pages_per_second_upper_estimate": 0.0065913769702924665
     },
     {
       "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": 9478.116695319532,
-      "required_pages_per_second_upper_estimate": 0.003780962460235971
+      "required_token_positions_per_second": 9505.609287413934,
+      "required_pages_per_second_upper_estimate": 0.0037919296662733103
     },
     {
       "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": 18956.233390639063,
-      "required_pages_per_second_upper_estimate": 0.004385190976611152
+      "required_token_positions_per_second": 19011.218574827868,
+      "required_pages_per_second_upper_estimate": 0.004397910831267042
     },
     {
       "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": 28434.350085958595,
-      "required_pages_per_second_upper_estimate": 0.0017315027367294862
+      "required_token_positions_per_second": 28516.827862241804,
+      "required_pages_per_second_upper_estimate": 0.0017365252005776845
     },
     {
       "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": 28434.350085958595,
-      "required_pages_per_second_upper_estimate": 0.0021889549809358793
+      "required_token_positions_per_second": 28516.827862241804,
+      "required_pages_per_second_upper_estimate": 0.002195304348467258
     },
     {
       "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": 28434.350085958595,
-      "required_pages_per_second_upper_estimate": 0.3530594644195661
+      "required_token_positions_per_second": 28516.827862241804,
+      "required_pages_per_second_upper_estimate": 0.35408356236564315
     }
   ],
   "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": 0.10592014824213436,
-    "producer_p95_seconds": 0.20230232099856948,
-    "gpu_update_seconds": 0.9723450656131962,
-    "producer_batches_per_second": 9.44107439987708,
-    "gpu_batches_per_second": 1.0284414816969978,
-    "producer_headroom": 9.179982106807547,
+    "producer_batch_seconds": 0.07886946051560528,
+    "producer_p95_seconds": 0.20136157300112245,
+    "gpu_update_seconds": 0.9695328012484801,
+    "producer_batches_per_second": 12.679178904769328,
+    "gpu_batches_per_second": 1.031424618860019,
+    "producer_headroom": 12.292879841071644,
     "sustainable": true,
-    "buffer_seconds": 60.285394068018164,
+    "buffer_seconds": 60.111033677405764,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 86,
+    "upload_pages_per_commit": 85,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 441922.20662433666,
+    "generation_bytes_per_second": 441911.2600301277,
     "upload_bytes_per_second": 5674576.129874926,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 94.82621811912131,
+    "estimated_full_shards_per_hour": 94.82386923482774,
     "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

@@ -81,3 +81,4 @@
 {"step": 363100, "loss": 0.6034362055361271, "lr": 0.0003, "grad_norm": 0.16262701654764686, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 53147518329, "tokens_per_second": 149494.26927566796, "data_wait_s": 1.5560999599983916e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 363200, "loss": 0.6068327557295561, "lr": 0.0003, "grad_norm": 0.1656343598441726, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 53162106222, "tokens_per_second": 148960.51610466884, "data_wait_s": 1.5003999578766525e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 363300, "loss": 0.6225243136286736, "lr": 0.0003, "grad_norm": 0.18326852934646368, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 53176756150, "tokens_per_second": 149920.7606125064, "data_wait_s": 1.2214000889798626e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 363400, "loss": 0.5955623667687178, "lr": 0.0003, "grad_norm": 0.15571062923710338, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 53191428154, "tokens_per_second": 142148.8241390262, "data_wait_s": 7.74100044509396e-06, "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 176742
+oid sha256:d8757d54388d570f6d2391d1009793513b57ad1ccf77acc18202b8b3cbc77f67
+size 178860