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": 75545.94438726809,
-      "required_pages_per_second_upper_estimate": 0.006548130990042847
+      "required_token_positions_per_second": 75832.23990872428,
+      "required_pages_per_second_upper_estimate": 0.006572946360233305
     },
     {
       "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": 9443.24304840851,
-      "required_pages_per_second_upper_estimate": 0.0037670508410756784
+      "required_token_positions_per_second": 9479.029988590535,
+      "required_pages_per_second_upper_estimate": 0.0037813267865767254
     },
     {
       "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": 18886.48609681702,
-      "required_pages_per_second_upper_estimate": 0.00436905616769587
+      "required_token_positions_per_second": 18958.05997718107,
+      "required_pages_per_second_upper_estimate": 0.00438561352526082
     },
     {
       "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": 28329.729145225534,
-      "required_pages_per_second_upper_estimate": 0.0017251318703424973
+      "required_token_positions_per_second": 28437.089965771607,
+      "required_pages_per_second_upper_estimate": 0.0017316695810350603
     },
     {
       "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": 28329.729145225534,
-      "required_pages_per_second_upper_estimate": 0.002180900971308948
+      "required_token_positions_per_second": 28437.089965771607,
+      "required_pages_per_second_upper_estimate": 0.0021891659044683577
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28329.729145225534,
-      "required_pages_per_second_upper_estimate": 0.351760422479426
+      "required_token_positions_per_second": 28437.089965771607,
+      "required_pages_per_second_upper_estimate": 0.35309348455705586
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.12097615277326668,
-    "producer_p95_seconds": 0.39340934099891456,
-    "gpu_update_seconds": 0.975935910232999,
-    "producer_batches_per_second": 8.26609192866464,
-    "gpu_batches_per_second": 1.0246574488290485,
-    "producer_headroom": 8.06717595047097,
+    "producer_batch_seconds": 0.12237686191417652,
+    "producer_p95_seconds": 0.4100811780008371,
+    "gpu_update_seconds": 0.97225138132202,
+    "producer_batches_per_second": 8.171479349595554,
+    "gpu_batches_per_second": 1.028540580359216,
+    "producer_headroom": 7.944732085088639,
     "sustainable": true,
-    "buffer_seconds": 60.50802643444594,
+    "buffer_seconds": 60.27958564196524,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
+    "upload_pages_per_commit": 88,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 422489.17234266445,
+    "generation_bytes_per_second": 437207.01701362844,
     "upload_bytes_per_second": 3775229.4387472877,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 90.6563413401599,
+    "estimated_full_shards_per_hour": 93.81444819265975,
     "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-v1/1790390190216476996-4d8dc439/train.jsonl

@@ -379,3 +379,4 @@
 {"step": 37900, "loss": 0.6656279861927032, "lr": 0.0003, "grad_norm": 0.14468059415255227, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 5546372380, "tokens_per_second": 151590.1060227946, "data_wait_s": 1.3238000974524766e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 38000, "loss": 0.6564249563962221, "lr": 0.0003, "grad_norm": 0.13602110274995644, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 5560882393, "tokens_per_second": 147321.59861726186, "data_wait_s": 1.0757001291494817e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 38100, "loss": 0.5695996237918735, "lr": 0.0003, "grad_norm": 0.1426385781318986, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 5575418628, "tokens_per_second": 147514.8865444126, "data_wait_s": 1.2013995728921145e-05, "gpu_peak_gb": 85.43514251708984}
+{"step": 38200, "loss": 0.6496881563216448, "lr": 0.0003, "grad_norm": 0.13409868118504056, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 5589924159, "tokens_per_second": 147902.87036193, "data_wait_s": 1.016599708236754e-05, "gpu_peak_gb": 85.43514251708984}

runs/void-byte-v1/events.out.tfevents.1790390190.c8125a87-1345-4bfd-b42f-0e32ed8b7bb7-6w295.451.0.1790390190216476996-4d8dc439

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5e11e8d5defc9e7dc36d02ec0bfd686959eb092068e65a57fe8a262d19a1bf3a
-size 806830
+oid sha256:b1bc3b42e260eab5291a857a6280486571afca82762017edc1458e97e4126dd0
+size 808948