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": 76128.24220547645,
-      "required_pages_per_second_upper_estimate": 0.005266728437633276
+      "required_token_positions_per_second": 74811.34385201805,
+      "required_pages_per_second_upper_estimate": 0.005175622353915861
     },
     {
       "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": 9516.030275684556,
-      "required_pages_per_second_upper_estimate": 0.0039841631591200685
+      "required_token_positions_per_second": 9351.417981502256,
+      "required_pages_per_second_upper_estimate": 0.003915243429041533
     },
     {
       "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": 19032.06055136911,
-      "required_pages_per_second_upper_estimate": 0.003963876303661515
+      "required_token_positions_per_second": 18702.835963004512,
+      "required_pages_per_second_upper_estimate": 0.0038953075041414193
     },
     {
       "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": 28548.09082705367,
-      "required_pages_per_second_upper_estimate": 0.0017114144546711413
+      "required_token_positions_per_second": 28054.25394450677,
+      "required_pages_per_second_upper_estimate": 0.0016818096876077136
     },
     {
       "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": 28548.09082705367,
-      "required_pages_per_second_upper_estimate": 0.002219488492022498
+      "required_token_positions_per_second": 28054.25394450677,
+      "required_pages_per_second_upper_estimate": 0.002181094846563362
     },
     {
       "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": 22,
-      "required_token_positions_per_second": 28548.09082705367,
-      "required_pages_per_second_upper_estimate": 0.3661842565776949
+      "required_token_positions_per_second": 28054.25394450677,
+      "required_pages_per_second_upper_estimate": 0.35984984728911595
     }
   ],
   "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": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.06680007435947743,
-    "producer_p95_seconds": 0.2274812940013362,
-    "gpu_update_seconds": 0.9684710675573199,
-    "producer_batches_per_second": 14.970043216098942,
-    "gpu_batches_per_second": 1.0325553684553554,
-    "producer_headroom": 14.498053734874556,
+    "producer_batch_seconds": 0.4726736822422737,
+    "producer_p95_seconds": 0.2660830020013236,
+    "gpu_update_seconds": 0.9855189895510903,
+    "producer_batches_per_second": 2.115624452066362,
+    "gpu_batches_per_second": 1.0146937913956442,
+    "producer_headroom": 2.0849880722700203,
     "sustainable": true,
-    "buffer_seconds": 60.045206188553834,
+    "buffer_seconds": 60.116658362616505,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 87,
+    "upload_pages_per_commit": 80,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 388517.52805578924,
+    "generation_bytes_per_second": 348060.4058647902,
     "upload_bytes_per_second": 4785470.974881097,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 83.36681729560145,
+    "estimated_full_shards_per_hour": 74.68566066701679,
     "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-v1/1791209746770022608-f3fe5fb7/train.jsonl

@@ -139,3 +139,4 @@
 {"step": 733900, "loss": 0.48412445187568665, "lr": 5e-05, "grad_norm": 0.2331970975359158, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 107423007783, "tokens_per_second": 149102.8416541148, "data_wait_s": 1.6247999155893922e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 734000, "loss": 0.5088242292404175, "lr": 5e-05, "grad_norm": 0.22126292743866083, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 107437593647, "tokens_per_second": 148952.50170638604, "data_wait_s": 2.1376999939093366e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 734100, "loss": 0.5477070212364197, "lr": 5e-05, "grad_norm": 0.22360780055394486, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 107452102670, "tokens_per_second": 148106.61874349456, "data_wait_s": 1.3844999557477422e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 734200, "loss": 0.4480799734592438, "lr": 5e-05, "grad_norm": 0.27367567516997054, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 107466768097, "tokens_per_second": 150377.50924507514, "data_wait_s": 2.246999974886421e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791209746.ebd20fd8-0561-42d8-bf2b-56d08e7106ef-6qqk2.329.0.1791209746770022608-f3fe5fb7

@@ -1,3 +1,3 @@
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-size 300369
+oid sha256:1f0302af1a3cb158736969121e3b94084ce06a9886762b2e35ef8e61009f4a7b
+size 302487