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": 75199.73225111033,
-      "required_pages_per_second_upper_estimate": 0.0065181221995473295
+      "required_token_positions_per_second": 74279.87317241088,
+      "required_pages_per_second_upper_estimate": 0.006438391145967182
     },
     {
       "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": 9399.96653138879,
-      "required_pages_per_second_upper_estimate": 0.003749787191394922
+      "required_token_positions_per_second": 9284.98414655136,
+      "required_pages_per_second_upper_estimate": 0.003703918998943418
     },
     {
       "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": 18799.93306277758,
-      "required_pages_per_second_upper_estimate": 0.0043490336465522176
+      "required_token_positions_per_second": 18569.96829310272,
+      "required_pages_per_second_upper_estimate": 0.004295835344329655
     },
     {
       "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": 28199.899594166374,
-      "required_pages_per_second_upper_estimate": 0.001717225931846006
+      "required_token_positions_per_second": 27854.95243965408,
+      "required_pages_per_second_upper_estimate": 0.0016962204599340583
     },
     {
       "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": 28199.899594166374,
-      "required_pages_per_second_upper_estimate": 0.002170906333077215
+      "required_token_positions_per_second": 27854.95243965408,
+      "required_pages_per_second_upper_estimate": 0.00214435134624802
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "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": 28199.899594166374,
-      "required_pages_per_second_upper_estimate": 0.35014837396682735
+      "estimated_pages_for_buffer": 21,
+      "required_token_positions_per_second": 27854.95243965408,
+      "required_pages_per_second_upper_estimate": 0.3458652847716463
     }
   ],
   "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": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 62,
+    "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.3529192845078484,
-    "producer_p95_seconds": 0.18607838200023252,
-    "gpu_update_seconds": 0.980429022723168,
-    "producer_batches_per_second": 2.833509088046906,
-    "gpu_batches_per_second": 1.0199616462010408,
-    "producer_headroom": 2.778054546071043,
+    "producer_batch_seconds": 0.2317790046171737,
+    "producer_p95_seconds": 0.17695051500049885,
+    "gpu_update_seconds": 0.992570353867865,
+    "producer_batches_per_second": 4.314454631694042,
+    "gpu_batches_per_second": 1.007485258957396,
+    "producer_headroom": 4.2823997605274045,
     "sustainable": true,
-    "buffer_seconds": 60.786599408836416,
+    "buffer_seconds": 60.546791585939765,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 323402.4041736195,
+    "generation_bytes_per_second": 328113.0883383849,
     "upload_bytes_per_second": 4268388.328580749,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 69.39462751299324,
+    "estimated_full_shards_per_hour": 70.40543067563688,
     "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

@@ -47,3 +47,4 @@
 {"step": 4700, "loss": 0.803300105035305, "lr": 0.0003, "grad_norm": 0.18988430892715008, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 687479992, "tokens_per_second": 149042.21413900176, "data_wait_s": 1.7197000488522463e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 4800, "loss": 0.8045641928911209, "lr": 0.0003, "grad_norm": 0.18913845286306885, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 702310909, "tokens_per_second": 150303.99248884092, "data_wait_s": 1.3591999959317036e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 4900, "loss": 0.7926367856562138, "lr": 0.0003, "grad_norm": 0.18977786811464437, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 716901524, "tokens_per_second": 148439.51503401782, "data_wait_s": 1.1121999705210328e-05, "gpu_peak_gb": 85.43514251708984}
+{"step": 5000, "loss": 0.7549786865711212, "lr": 0.0003, "grad_norm": 0.16393758598977393, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 731411255, "tokens_per_second": 147063.72191024804, "data_wait_s": 1.298300048802048e-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 @@
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-size 102193
+oid sha256:3b3373503b0b09b15326cd8e1c645cb991c63ded93dfa2c3400b63695345a9a2
+size 104276