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": 76101.9598717882,
-      "required_pages_per_second_upper_estimate": 0.005264910164805308
+      "required_token_positions_per_second": 76301.98974473531,
+      "required_pages_per_second_upper_estimate": 0.005278748695549039
     },
     {
       "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": 9512.744983973525,
-      "required_pages_per_second_upper_estimate": 0.003982787676085352
+      "required_token_positions_per_second": 9537.748718091914,
+      "required_pages_per_second_upper_estimate": 0.003993256217423379
     },
     {
       "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": 19025.48996794705,
-      "required_pages_per_second_upper_estimate": 0.003962507824412638
+      "required_token_positions_per_second": 19075.49743618383,
+      "required_pages_per_second_upper_estimate": 0.003972923061260736
     },
     {
       "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": 28538.234951920575,
-      "required_pages_per_second_upper_estimate": 0.0017108236100059622
+      "required_token_positions_per_second": 28613.246154275745,
+      "required_pages_per_second_upper_estimate": 0.0017153204170516805
     },
     {
       "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": 28538.234951920575,
-      "required_pages_per_second_upper_estimate": 0.002218722241082313
+      "required_token_positions_per_second": 28613.246154275745,
+      "required_pages_per_second_upper_estimate": 0.0022245540321260177
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.04061180899998362,
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28538.234951920575,
-      "required_pages_per_second_upper_estimate": 0.36605783599390174
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28613.246154275745,
+      "required_pages_per_second_upper_estimate": 0.3670199991569598
     }
   ],
   "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": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.06270230299220003,
-    "producer_p95_seconds": 0.15054443400003947,
-    "gpu_update_seconds": 0.9688055356815028,
-    "producer_batches_per_second": 15.948377528085322,
-    "gpu_batches_per_second": 1.0321988914901827,
-    "producer_headroom": 15.450876434347542,
+    "producer_batch_seconds": 0.08169179050784336,
+    "producer_p95_seconds": 0.15452298199988945,
+    "gpu_update_seconds": 0.9662657585556225,
+    "producer_batches_per_second": 12.2411321111145,
+    "gpu_batches_per_second": 1.0349119702790706,
+    "producer_headroom": 11.82818680492564,
     "sustainable": true,
-    "buffer_seconds": 60.065943212253174,
+    "buffer_seconds": 60.874742789004216,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 70,
+    "upload_pages_per_commit": 84,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 351814.8630893504,
-    "upload_bytes_per_second": 4963210.500385602,
+    "generation_bytes_per_second": 350768.08225119475,
+    "upload_bytes_per_second": 4727436.266310092,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 75.4912797881163,
+    "estimated_full_shards_per_hour": 75.26666498805886,
     "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": [
@@ -208,6 +208,12 @@
       "bytes": 6102938,
       "pages": 35,
       "shards": 2
+    },
+    {
+      "seconds": 0.7959529229997315,
+      "bytes": 2320780,
+      "pages": 28,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791033297667653750-ba4975eb/train.jsonl

@@ -16,3 +16,4 @@
 {"step": 601600, "loss": 0.5386746525764465, "lr": 0.0003, "grad_norm": 0.1795039055292808, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88056375401, "tokens_per_second": 150902.21547646535, "data_wait_s": 1.4191999980539549e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 601700, "loss": 0.55489182472229, "lr": 0.0003, "grad_norm": 0.1717567575760197, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88070906247, "tokens_per_second": 150671.75487670003, "data_wait_s": 1.571199982208782e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 601800, "loss": 0.5576729774475098, "lr": 0.0003, "grad_norm": 0.14129920849856534, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88085408367, "tokens_per_second": 150070.21395653248, "data_wait_s": 1.1115999768662732e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 601900, "loss": 0.6145690083503723, "lr": 0.0003, "grad_norm": 0.16814787770286502, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88100145606, "tokens_per_second": 152749.24062053088, "data_wait_s": 1.8597999769554008e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791033297.83ac8725-d818-41af-bbb1-78dcd88792cf-7zwhs.737.0.1791033297667653750-ba4975eb

@@ -1,3 +1,3 @@
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-size 38289
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+size 40407