Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 598315.063954628,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 77233.14402465195,
-      "required_pages_per_second_upper_estimate": 0.00534316810920927
+      "required_token_positions_per_second": 77551.2625697426,
+      "required_pages_per_second_upper_estimate": 0.005365176288295362
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 8533.957213384612,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9654.143003081494,
-      "required_pages_per_second_upper_estimate": 0.004041988073959454
+      "required_token_positions_per_second": 9693.907821217825,
+      "required_pages_per_second_upper_estimate": 0.004058636772929307
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 380144.35761751566,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 19308.286006162987,
-      "required_pages_per_second_upper_estimate": 0.004021406781339972
+      "required_token_positions_per_second": 19387.81564243565,
+      "required_pages_per_second_upper_estimate": 0.004037970707238019
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 43742.16556775435,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28962.429009244483,
-      "required_pages_per_second_upper_estimate": 0.0017362533960357082
+      "required_token_positions_per_second": 29081.723463653474,
+      "required_pages_per_second_upper_estimate": 0.0017434049164254425
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 22018.86276523721,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28962.429009244483,
-      "required_pages_per_second_upper_estimate": 0.002251701463206776
+      "required_token_positions_per_second": 29081.723463653474,
+      "required_pages_per_second_upper_estimate": 0.0022609760823162246
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 23,
-      "required_token_positions_per_second": 28962.429009244483,
-      "required_pages_per_second_upper_estimate": 0.3714989418971599
+      "required_token_positions_per_second": 29081.723463653474,
+      "required_pages_per_second_upper_estimate": 0.3730291230699128
     }
   ],
   "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": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 63,
+    "prefetch_batches": 64,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.0973851105859751,
-    "producer_p95_seconds": 0.18070698799965612,
-    "gpu_update_seconds": 0.9546160645288096,
-    "producer_batches_per_second": 10.268510185827266,
-    "gpu_batches_per_second": 1.0475415584940857,
-    "producer_headroom": 9.80248478216842,
+    "producer_batch_seconds": 0.09785568339059125,
+    "producer_p95_seconds": 0.19106423700031883,
+    "gpu_update_seconds": 0.9507001892289723,
+    "producer_batches_per_second": 10.219130512925826,
+    "gpu_batches_per_second": 1.051856317406448,
+    "producer_headroom": 9.715329312394147,
     "sustainable": true,
-    "buffer_seconds": 60.14081206531501,
+    "buffer_seconds": 60.844812110654225,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 87,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 506388.59442510357,
+    "generation_bytes_per_second": 506040.48346730764,
     "upload_bytes_per_second": 3362898.916958673,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 108.65920424046355,
+    "estimated_full_shards_per_hour": 108.58450773252889,
     "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-v1/1791143623306220418-eb05a537/train.jsonl

@@ -81,3 +81,4 @@
 {"step": 693100, "loss": 0.5646812915802002, "lr": 8e-05, "grad_norm": 0.21472038339092928, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 101451418741, "tokens_per_second": 152606.0290865611, "data_wait_s": 1.799100027710665e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 693200, "loss": 0.5479682087898254, "lr": 8e-05, "grad_norm": 0.20277307574670675, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 101465960696, "tokens_per_second": 151566.30594759306, "data_wait_s": 1.572499968460761e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 693300, "loss": 0.5431538820266724, "lr": 8e-05, "grad_norm": 0.21509999129922094, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 101480654045, "tokens_per_second": 153770.85615508325, "data_wait_s": 1.5404999430757016e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 693400, "loss": 0.5395204424858093, "lr": 8e-05, "grad_norm": 0.19952131193137615, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 101495082466, "tokens_per_second": 149827.29319167123, "data_wait_s": 1.8754999473458156e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791143623.3eb6ddb3-ffce-42e5-bd48-c0d653189e98-8pb7d.369.0.1791143623306220418-eb05a537

@@ -1,3 +1,3 @@
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-size 176742
+oid sha256:612b00e4296f3b534f833e86432996c09bfe030bad98d3ddf443810e4711e1c7
+size 178860