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": 77167.71111851928,
-      "required_pages_per_second_upper_estimate": 0.005338641308937752
+      "required_token_positions_per_second": 77003.96081171921,
+      "required_pages_per_second_upper_estimate": 0.005327312682760265
     },
     {
       "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": 9645.96388981491,
-      "required_pages_per_second_upper_estimate": 0.0040385636500340424
+      "required_token_positions_per_second": 9625.495101464901,
+      "required_pages_per_second_upper_estimate": 0.0040299937957888
     },
     {
       "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": 19291.92777962982,
-      "required_pages_per_second_upper_estimate": 0.004017999794148556
+      "required_token_positions_per_second": 19250.990202929803,
+      "required_pages_per_second_upper_estimate": 0.00400947357651844
     },
     {
       "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": 28937.89166944473,
-      "required_pages_per_second_upper_estimate": 0.0017347824199810617
+      "required_token_positions_per_second": 28876.485304394708,
+      "required_pages_per_second_upper_estimate": 0.0017311012021584034
     },
     {
       "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": 28937.89166944473,
-      "required_pages_per_second_upper_estimate": 0.002249793792965697
+      "required_token_positions_per_second": 28876.485304394708,
+      "required_pages_per_second_upper_estimate": 0.0022450197181811127
     },
     {
       "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": 23,
-      "required_token_positions_per_second": 28937.89166944473,
-      "required_pages_per_second_upper_estimate": 0.3711842032483515
+      "required_token_positions_per_second": 28876.485304394708,
+      "required_pages_per_second_upper_estimate": 0.37039654833050767
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.23478331130478836,
-    "producer_p95_seconds": 0.1801692250000997,
-    "gpu_update_seconds": 0.9554255132274645,
-    "producer_batches_per_second": 4.2592465130617025,
-    "gpu_batches_per_second": 1.0466540679052636,
-    "producer_headroom": 4.069392785704266,
+    "producer_batch_seconds": 0.10498235464851291,
+    "producer_p95_seconds": 0.18780492899986712,
+    "gpu_update_seconds": 0.9574572427549642,
+    "producer_batches_per_second": 9.525410278213503,
+    "gpu_batches_per_second": 1.0444330622249243,
+    "producer_headroom": 9.120173061088098,
     "sustainable": true,
-    "buffer_seconds": 60.19180733333026,
+    "buffer_seconds": 60.31980629356275,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 84,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 461378.80949705496,
+    "generation_bytes_per_second": 458694.353659499,
     "upload_bytes_per_second": 5437986.444895973,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 99.0011521690725,
+    "estimated_full_shards_per_hour": 98.4251304372666,
     "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-v1/1791039222312944374-63c10d34/train.jsonl

@@ -62,3 +62,4 @@
 {"step": 610600, "loss": 0.5554715991020203, "lr": 0.0001, "grad_norm": 0.16461564484946448, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 89374259655, "tokens_per_second": 152961.84046897935, "data_wait_s": 1.0048000149254221e-05, "gpu_peak_gb": 89.37861251831055}
 {"step": 610700, "loss": 0.5271191000938416, "lr": 0.0001, "grad_norm": 0.1514641595808708, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 89388852771, "tokens_per_second": 151549.9499952516, "data_wait_s": 1.0144999578187708e-05, "gpu_peak_gb": 89.37861251831055}
 {"step": 610800, "loss": 0.5893732309341431, "lr": 0.0001, "grad_norm": 0.15391375382795708, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 89403323012, "tokens_per_second": 150141.51985255766, "data_wait_s": 1.0426999324408825e-05, "gpu_peak_gb": 89.37861251831055}
+{"step": 610900, "loss": 0.5411556363105774, "lr": 0.0001, "grad_norm": 0.1468534848009401, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 89417853373, "tokens_per_second": 150565.84804299244, "data_wait_s": 1.4136000572761986e-05, "gpu_peak_gb": 89.37861251831055}

runs/void-byte-v1/events.out.tfevents.1791039222.f2a393d4-e1e4-407b-a6aa-034aa2ada5ac-vwfgg.353.0.1791039222312944374-63c10d34

@@ -1,3 +1,3 @@
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-size 137283
+oid sha256:98defb4bc72f5984b0ee137cc782fc0ddfea129be8cca80d3844c9fbbc6fb6d5
+size 139401