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": 75632.4423830858,
-      "required_pages_per_second_upper_estimate": 0.00655562841709316
+      "required_token_positions_per_second": 75489.75400094781,
+      "required_pages_per_second_upper_estimate": 0.006543260549769838
     },
     {
       "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": 9454.055297885725,
-      "required_pages_per_second_upper_estimate": 0.0037713640090496748
+      "required_token_positions_per_second": 9436.219250118476,
+      "required_pages_per_second_upper_estimate": 0.003764248942922641
     },
     {
       "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": 18908.11059577145,
-      "required_pages_per_second_upper_estimate": 0.0043740586149507935
+      "required_token_positions_per_second": 18872.438500236953,
+      "required_pages_per_second_upper_estimate": 0.004365806503456327
     },
     {
       "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": 28362.165893657173,
-      "required_pages_per_second_upper_estimate": 0.0017271070981395174
+      "required_token_positions_per_second": 28308.657750355425,
+      "required_pages_per_second_upper_estimate": 0.0017238487329479725
     },
     {
       "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": 28362.165893657173,
-      "required_pages_per_second_upper_estimate": 0.0021833980419938824
+      "required_token_positions_per_second": 28308.657750355425,
+      "required_pages_per_second_upper_estimate": 0.002179278837002493
     },
     {
       "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": 28362.165893657173,
-      "required_pages_per_second_upper_estimate": 0.35216317833613336
+      "required_token_positions_per_second": 28308.657750355425,
+      "required_pages_per_second_upper_estimate": 0.3514987862765614
     }
   ],
   "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": 717798,
-    "producer_batch_seconds": 0.15434361933614582,
-    "producer_p95_seconds": 0.30774384700271185,
-    "gpu_update_seconds": 0.9748197688309521,
-    "producer_batches_per_second": 6.479049825973657,
-    "gpu_batches_per_second": 1.025830652982392,
-    "producer_headroom": 6.315905853599861,
+    "producer_batch_seconds": 0.12226132703921166,
+    "producer_p95_seconds": 0.3029395539997495,
+    "gpu_update_seconds": 0.9766623428005119,
+    "producer_batches_per_second": 8.179201258622687,
+    "gpu_batches_per_second": 1.0238953179382027,
+    "producer_headroom": 7.988317863483329,
     "sustainable": true,
-    "buffer_seconds": 60.43882566751903,
+    "buffer_seconds": 60.553065253631736,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 78,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 256317.55874757678,
+    "generation_bytes_per_second": 256402.10482119222,
     "upload_bytes_per_second": 4995265.12301872,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 54.99978133984067,
+    "estimated_full_shards_per_hour": 55.017922959106684,
     "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-v1/1790782192342215557-281f6532/train.jsonl

@@ -249,3 +249,4 @@
 {"step": 379900, "loss": 0.595781497657299, "lr": 0.0003, "grad_norm": 0.1792857469272972, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 55606176051, "tokens_per_second": 149174.9570351013, "data_wait_s": 1.2386997696012259e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 380000, "loss": 0.5973047744482756, "lr": 0.0003, "grad_norm": 0.14794959448736272, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 55620842514, "tokens_per_second": 149050.32637906037, "data_wait_s": 1.7037000361597165e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 380100, "loss": 0.6261854413896799, "lr": 0.0003, "grad_norm": 0.18086174655739745, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 55635464482, "tokens_per_second": 134259.735991459, "data_wait_s": 1.5268000424839556e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 380200, "loss": 0.5697666611522436, "lr": 0.0003, "grad_norm": 0.17639096696056597, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 55649946284, "tokens_per_second": 147124.3801264208, "data_wait_s": 1.1393000022508204e-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 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f44db8a92ff598032b2200a0873d467bbf1c088c77e3cd2ce2a940e683638568
-size 535698
+oid sha256:37ef50f82629b30aafa86f035df2c2c712f2a6b0d7761d4af035aa53a9acb853
+size 537816