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": 73993.41650220081,
-      "required_pages_per_second_upper_estimate": 0.006413561807811166
+      "required_token_positions_per_second": 75213.28868775343,
+      "required_pages_per_second_upper_estimate": 0.006519297237117079
     },
     {
       "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": 9249.177062775101,
-      "required_pages_per_second_upper_estimate": 0.0036896350178614572
+      "required_token_positions_per_second": 9401.66108596918,
+      "required_pages_per_second_upper_estimate": 0.0037504631745528877
     },
     {
       "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": 18498.354125550202,
-      "required_pages_per_second_upper_estimate": 0.004279268667032681
+      "required_token_positions_per_second": 18803.32217193836,
+      "required_pages_per_second_upper_estimate": 0.004349817657310279
     },
     {
       "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": 27747.531188325305,
-      "required_pages_per_second_upper_estimate": 0.0016896790693238847
+      "required_token_positions_per_second": 28204.983257907537,
+      "required_pages_per_second_upper_estimate": 0.0017175355002959204
     },
     {
       "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": 27747.531188325305,
-      "required_pages_per_second_upper_estimate": 0.0021360817609596752
+      "required_token_positions_per_second": 28204.983257907537,
+      "required_pages_per_second_upper_estimate": 0.0021712976875844915
     },
     {
       "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": 27747.531188325305,
-      "required_pages_per_second_upper_estimate": 0.34453147234594417
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28204.983257907537,
+      "required_pages_per_second_upper_estimate": 0.35021149605656454
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,36 +155,30 @@
   "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": 688946,
-    "producer_batch_seconds": 0.41720235766405267,
-    "producer_p95_seconds": 0.2994668699975591,
-    "gpu_update_seconds": 0.9964129713865433,
-    "producer_batches_per_second": 2.3969183817634088,
-    "gpu_batches_per_second": 1.0035999417073678,
-    "producer_headroom": 2.388320566943903,
+    "producer_batch_seconds": 0.0828051415781772,
+    "producer_p95_seconds": 0.22265558099752525,
+    "gpu_update_seconds": 0.980252310280972,
+    "producer_batches_per_second": 12.07654477658117,
+    "gpu_batches_per_second": 1.020145517140753,
+    "producer_headroom": 11.838060917455296,
     "sustainable": true,
-    "buffer_seconds": 60.78119125457914,
+    "buffer_seconds": 60.77564323742027,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 76,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 340377.63083187235,
-    "upload_bytes_per_second": 6236611.655447111,
+    "generation_bytes_per_second": 326951.81007084047,
+    "upload_bytes_per_second": 6380614.468422342,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 73.03711599080208,
+    "estimated_full_shards_per_hour": 70.15624739259634,
     "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": [
-    {
-      "seconds": 0.9784168599999248,
-      "bytes": 2018917,
-      "pages": 19,
-      "shards": 2
-    },
     {
       "seconds": 1.1833946610004205,
       "bytes": 10020680,
@@ -562,6 +556,12 @@
       "bytes": 4650466,
       "pages": 32,
       "shards": 2
+    },
+    {
+      "seconds": 1.2261960830001044,
+      "bytes": 13273679,
+      "pages": 37,
+      "shards": 4
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790434090210070261-a05fc3fb/train.jsonl

@@ -177,3 +177,4 @@
 {"step": 57700, "loss": 0.6338352151215076, "lr": 0.0003, "grad_norm": 0.1444835370872305, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8445307267, "tokens_per_second": 149257.57544293418, "data_wait_s": 1.0380997991887853e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 57800, "loss": 0.5990044809877872, "lr": 0.0003, "grad_norm": 0.13417589388506815, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8459756888, "tokens_per_second": 147107.63316854305, "data_wait_s": 1.052000152412802e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 57900, "loss": 0.6642866209149361, "lr": 0.0003, "grad_norm": 0.14105749521211802, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8474263964, "tokens_per_second": 148700.0902675301, "data_wait_s": 1.85349999810569e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 58000, "loss": 0.6079016998410225, "lr": 0.0003, "grad_norm": 0.130945887154781, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8488896618, "tokens_per_second": 149982.79334273018, "data_wait_s": 1.3979999494040385e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790434090.372bd512-57cc-4928-b44a-3b375a0fa071-5spg5.451.0.1790434090210070261-a05fc3fb

@@ -1,3 +1,3 @@
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