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": 75792.22007958466,
-      "required_pages_per_second_upper_estimate": 0.006569477542872812
+      "required_token_positions_per_second": 75581.86810030903,
+      "required_pages_per_second_upper_estimate": 0.006551244766441418
     },
     {
       "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": 9474.027509948082,
-      "required_pages_per_second_upper_estimate": 0.00377933122305253
+      "required_token_positions_per_second": 9447.733512538629,
+      "required_pages_per_second_upper_estimate": 0.0037688421543556044
     },
     {
       "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": 18948.055019896165,
-      "required_pages_per_second_upper_estimate": 0.004383299054474192
+      "required_token_positions_per_second": 18895.467025077258,
+      "required_pages_per_second_upper_estimate": 0.0043711337473899365
     },
     {
       "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": 28422.082529844243,
-      "required_pages_per_second_upper_estimate": 0.0017307557069250149
+      "required_token_positions_per_second": 28343.200537615885,
+      "required_pages_per_second_upper_estimate": 0.001725952207460136
     },
     {
       "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": 28422.082529844243,
-      "required_pages_per_second_upper_estimate": 0.0021880105905074275
+      "required_token_positions_per_second": 28343.200537615885,
+      "required_pages_per_second_upper_estimate": 0.0021819380363863584
     },
     {
       "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": 28422.082529844243,
-      "required_pages_per_second_upper_estimate": 0.35290714242949506
+      "required_token_positions_per_second": 28343.200537615885,
+      "required_pages_per_second_upper_estimate": 0.35192769208706415
     }
   ],
   "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": 690670,
-    "producer_batch_seconds": 0.07409869129679691,
-    "producer_p95_seconds": 0.28063203200144926,
-    "gpu_update_seconds": 0.9727647497669663,
-    "producer_batches_per_second": 13.495515001669501,
-    "gpu_batches_per_second": 1.027997776687075,
-    "producer_headroom": 13.127961273575371,
+    "producer_batch_seconds": 0.0967108401797816,
+    "producer_p95_seconds": 0.29654621399822645,
+    "gpu_update_seconds": 0.975472052399543,
+    "producer_batches_per_second": 10.340102496690545,
+    "gpu_batches_per_second": 1.0251446953709449,
+    "producer_headroom": 10.086481004468366,
     "sustainable": true,
-    "buffer_seconds": 60.31141448555191,
+    "buffer_seconds": 60.47926724877167,
     "buffer_drain_seconds": null,
     "shard_target_mib": 32,
     "upload_pages_per_commit": 157,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 674101.23717318,
+    "generation_bytes_per_second": 684110.5436879207,
     "upload_bytes_per_second": 2690134.479232922,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 72.32321661184572,
+    "estimated_full_shards_per_hour": 73.39709869851215,
     "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-v1/1790703713325746110-adad6d18/train.jsonl

@@ -193,3 +193,4 @@
 {"step": 299500, "loss": 0.5782710295170546, "lr": 0.0003, "grad_norm": 0.14260404235478644, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 43839179231, "tokens_per_second": 150031.1144806239, "data_wait_s": 9.687999408924952e-06, "gpu_peak_gb": 85.46991729736328}
 {"step": 299600, "loss": 0.6311618834733963, "lr": 0.0003, "grad_norm": 0.13785370084036394, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 43853846715, "tokens_per_second": 150056.79425517103, "data_wait_s": 1.0927997209364548e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 299700, "loss": 0.6409095413982868, "lr": 0.0003, "grad_norm": 0.16603829426009303, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 43868594238, "tokens_per_second": 150535.26290135452, "data_wait_s": 1.3698998373001814e-05, "gpu_peak_gb": 85.46991729736328}
+{"step": 299800, "loss": 0.5831612106412649, "lr": 0.0003, "grad_norm": 0.1823047531417891, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 43883277447, "tokens_per_second": 150319.82842850953, "data_wait_s": 1.3925000530434772e-05, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790703713.3e6d470a-8cc7-4d7e-a224-51a0f9a2ce55-85btc.38629.0.1790703713325746110-adad6d18

@@ -1,3 +1,3 @@
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+oid sha256:ab76e8ee5b632bc86ec531e2cebd0aa78705ce9341f8b123032c4214e05edcc0
+size 417642