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": 75965.7805015586,
-      "required_pages_per_second_upper_estimate": 0.005255488959993151
+      "required_token_positions_per_second": 76216.00490696738,
+      "required_pages_per_second_upper_estimate": 0.005272800064959942
     },
     {
       "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": 9495.722562694826,
-      "required_pages_per_second_upper_estimate": 0.003975660743764539
+      "required_token_positions_per_second": 9527.000613370923,
+      "required_pages_per_second_upper_estimate": 0.003988756210422649
     },
     {
       "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": 18991.44512538965,
-      "required_pages_per_second_upper_estimate": 0.003955417181530805
+      "required_token_positions_per_second": 19054.001226741846,
+      "required_pages_per_second_upper_estimate": 0.003968445967727136
     },
     {
       "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": 28487.167688084475,
-      "required_pages_per_second_upper_estimate": 0.001707762205514185
+      "required_token_positions_per_second": 28581.00184011277,
+      "required_pages_per_second_upper_estimate": 0.0017133874196518272
     },
     {
       "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": 28487.167688084475,
-      "required_pages_per_second_upper_estimate": 0.0022147519859402115
+      "required_token_positions_per_second": 28581.00184011277,
+      "required_pages_per_second_upper_estimate": 0.0022220471785275955
     },
     {
       "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": 28487.167688084475,
-      "required_pages_per_second_upper_estimate": 0.36540279996516817
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28581.00184011277,
+      "required_pages_per_second_upper_estimate": 0.36660640371612435
     }
   ],
   "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": 0.07393539364836954,
-    "producer_p95_seconds": 0.1946583989993087,
-    "gpu_update_seconds": 0.9705422561739797,
-    "producer_batches_per_second": 13.525321914912839,
-    "gpu_batches_per_second": 1.030351840570185,
-    "producer_headroom": 13.126896446778877,
+    "producer_batch_seconds": 0.07657060054680187,
+    "producer_p95_seconds": 0.19895318199996836,
+    "gpu_update_seconds": 0.9673558734808475,
+    "producer_batches_per_second": 13.059842718469667,
+    "gpu_batches_per_second": 1.033745726277227,
+    "producer_headroom": 12.633515560447712,
     "sustainable": true,
-    "buffer_seconds": 60.173619882786745,
+    "buffer_seconds": 60.94342002929339,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 75,
+    "upload_pages_per_commit": 80,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 292447.9699346644,
+    "generation_bytes_per_second": 280012.9714006981,
     "upload_bytes_per_second": 4905477.534129387,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 62.752526507663234,
+    "estimated_full_shards_per_hour": 60.084265294224814,
     "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-v1/1791342976705245012-6808dd50/train.jsonl

@@ -94,3 +94,4 @@
 {"step": 851900, "loss": 0.5464333891868591, "lr": 3e-05, "grad_norm": 0.290543992975568, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 124694460518, "tokens_per_second": 154670.2534661163, "data_wait_s": 1.554200025566388e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 852000, "loss": 0.5257346034049988, "lr": 3e-05, "grad_norm": 0.30198060240331964, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 124709130689, "tokens_per_second": 144589.06245153135, "data_wait_s": 1.0116998964804225e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 852100, "loss": 0.5304078459739685, "lr": 3e-05, "grad_norm": 0.30842763203355267, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 124723926557, "tokens_per_second": 153995.97442909091, "data_wait_s": 1.355600034003146e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 852200, "loss": 0.5567572116851807, "lr": 3e-05, "grad_norm": 0.29481274002551955, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 124738572804, "tokens_per_second": 152241.31199595297, "data_wait_s": 1.2762000551447272e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791342976.f74d737f-395e-43a1-ae69-439b0359d002-2qp5c.418.0.1791342976705245012-6808dd50

@@ -1,3 +1,3 @@
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+size 207177