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": 74861.49377607158,
-      "required_pages_per_second_upper_estimate": 0.006488804545788549
+      "required_token_positions_per_second": 75915.78547030968,
+      "required_pages_per_second_upper_estimate": 0.006580187877767237
     },
     {
       "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": 9357.686722008948,
-      "required_pages_per_second_upper_estimate": 0.00373292114329382
+      "required_token_positions_per_second": 9489.47318378871,
+      "required_pages_per_second_upper_estimate": 0.00378549273328096
     },
     {
       "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": 18715.373444017896,
-      "required_pages_per_second_upper_estimate": 0.0043294722669506265
+      "required_token_positions_per_second": 18978.94636757742,
+      "required_pages_per_second_upper_estimate": 0.0043904452240911
     },
     {
       "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": 28073.060166026844,
-      "required_pages_per_second_upper_estimate": 0.0017095020761473572
+      "required_token_positions_per_second": 28468.41955136613,
+      "required_pages_per_second_upper_estimate": 0.0017335773884241345
     },
     {
       "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": 28073.060166026844,
-      "required_pages_per_second_upper_estimate": 0.0021611418827850244
+      "required_token_positions_per_second": 28468.41955136613,
+      "required_pages_per_second_upper_estimate": 0.0021915777426932677
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 21,
-      "required_token_positions_per_second": 28073.060166026844,
-      "required_pages_per_second_upper_estimate": 0.3485734527735928
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28468.41955136613,
+      "required_pages_per_second_upper_estimate": 0.35348249315676183
     }
   ],
   "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": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 717798,
-    "producer_batch_seconds": 0.09918811375782965,
-    "producer_p95_seconds": 0.15432434200010903,
-    "gpu_update_seconds": 0.9848587876236864,
-    "producer_batches_per_second": 10.081853178915427,
-    "gpu_batches_per_second": 1.0153739932735404,
-    "producer_headroom": 9.929201698786658,
+    "producer_batch_seconds": 0.10231551803906669,
+    "producer_p95_seconds": 0.15708695500006797,
+    "gpu_update_seconds": 0.9711814156073599,
+    "producer_batches_per_second": 9.773688480159718,
+    "gpu_batches_per_second": 1.029673739560407,
+    "producer_headroom": 9.492024613866862,
     "sustainable": true,
-    "buffer_seconds": 60.07638604504487,
+    "buffer_seconds": 60.21324776765631,
     "buffer_drain_seconds": null,
     "shard_target_mib": 32,
     "upload_pages_per_commit": 169,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 705383.9175811306,
-    "upload_bytes_per_second": 2662228.537575986,
+    "generation_bytes_per_second": 681327.2791407491,
+    "upload_bytes_per_second": 3694044.83375718,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 75.67948410785408,
+    "estimated_full_shards_per_hour": 73.09848680814197,
     "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": [
@@ -196,6 +196,12 @@
       "bytes": 1118907,
       "pages": 34,
       "shards": 1
+    },
+    {
+      "seconds": 1.186168517999704,
+      "bytes": 7790528,
+      "pages": 37,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790782192342215557-281f6532/train.jsonl

@@ -28,3 +28,4 @@
 {"step": 357800, "loss": 0.6309229210019112, "lr": 0.0003, "grad_norm": 0.16330088892521463, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52372210213, "tokens_per_second": 149467.82946781398, "data_wait_s": 1.2083000001439359e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 357900, "loss": 0.5800473615527153, "lr": 0.0003, "grad_norm": 0.15822227173084832, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52386914088, "tokens_per_second": 149434.2085842559, "data_wait_s": 1.4267000096879201e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 358000, "loss": 0.580534003674984, "lr": 0.0003, "grad_norm": 0.1768261103372777, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52401672123, "tokens_per_second": 150831.53612174874, "data_wait_s": 1.494899970566621e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 358100, "loss": 0.605397667735815, "lr": 0.0003, "grad_norm": 0.16282919517239758, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52416166657, "tokens_per_second": 128852.21877320574, "data_wait_s": 1.2104999768780544e-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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