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": 74663.59696907108,
-      "required_pages_per_second_upper_estimate": 0.006471651352122617
+      "required_token_positions_per_second": 75481.96784710741,
+      "required_pages_per_second_upper_estimate": 0.0065425856656887785
     },
     {
       "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": 9332.949621133885,
-      "required_pages_per_second_upper_estimate": 0.0037230531439021402
+      "required_token_positions_per_second": 9435.245980888427,
+      "required_pages_per_second_upper_estimate": 0.0037638606912751026
     },
     {
       "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": 18665.89924226777,
-      "required_pages_per_second_upper_estimate": 0.004318027281091947
+      "required_token_positions_per_second": 18870.491961776854,
+      "required_pages_per_second_upper_estimate": 0.004365356206041489
     },
     {
       "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": 27998.848863401658,
-      "required_pages_per_second_upper_estimate": 0.0017049829971740973
+      "required_token_positions_per_second": 28305.73794266528,
+      "required_pages_per_second_upper_estimate": 0.0017236709319786898
     },
     {
       "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": 27998.848863401658,
-      "required_pages_per_second_upper_estimate": 0.0021554288912789036
+      "required_token_positions_per_second": 28305.73794266528,
+      "required_pages_per_second_upper_estimate": 0.0021790540621239606
     },
     {
       "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": 21,
-      "required_token_positions_per_second": 27998.848863401658,
-      "required_pages_per_second_upper_estimate": 0.34765199676424074
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28305.73794266528,
+      "required_pages_per_second_upper_estimate": 0.35146253203701755
     }
   ],
   "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": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.049027290085941644,
-    "producer_p95_seconds": 0.16838046599968948,
-    "gpu_update_seconds": 0.9874691682821195,
-    "producer_batches_per_second": 20.396803458789282,
-    "gpu_batches_per_second": 1.0126898460431732,
-    "producer_headroom": 20.14121454706451,
+    "producer_batch_seconds": 0.21386824064063603,
+    "producer_p95_seconds": 0.1770654990004914,
+    "gpu_update_seconds": 0.9767630879647949,
+    "producer_batches_per_second": 4.675776061955386,
+    "gpu_batches_per_second": 1.0237897114679282,
+    "producer_headroom": 4.567125464907411,
     "sustainable": true,
-    "buffer_seconds": 60.23561926520929,
+    "buffer_seconds": 60.55931145381729,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 85,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 416109.04163821554,
-    "upload_bytes_per_second": 3731248.596244409,
+    "generation_bytes_per_second": 411796.35923127295,
+    "upload_bytes_per_second": 3716072.9106241106,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 89.28731381282662,
+    "estimated_full_shards_per_hour": 88.36191256240502,
     "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": [
@@ -370,6 +370,12 @@
       "bytes": 11020380,
       "pages": 34,
       "shards": 3
+    },
+    {
+      "seconds": 1.2178119280006285,
+      "bytes": 3672261,
+      "pages": 37,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790390190216476996-4d8dc439/train.jsonl

@@ -33,3 +33,4 @@
 {"step": 3300, "loss": 0.8051414489746094, "lr": 0.0003, "grad_norm": 0.25193659655952183, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 482570487, "tokens_per_second": 147370.6245055717, "data_wait_s": 9.698000212665647e-06, "gpu_peak_gb": 85.43514251708984}
 {"step": 3400, "loss": 0.8187024667859077, "lr": 0.0003, "grad_norm": 0.2072594781205535, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 497011906, "tokens_per_second": 145624.0575270867, "data_wait_s": 1.6540000160603086e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 3500, "loss": 0.8277444913983345, "lr": 0.0003, "grad_norm": 0.22791912088439592, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 511687459, "tokens_per_second": 148971.41919640548, "data_wait_s": 1.034399974741973e-05, "gpu_peak_gb": 85.43514251708984}
+{"step": 3600, "loss": 0.7926956005394459, "lr": 0.0003, "grad_norm": 0.19170133595960934, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 526419490, "tokens_per_second": 150326.7971299855, "data_wait_s": 1.1434000043664128e-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 73031
+oid sha256:f25a6001a12fe6b2f97ffab1de65e10fd77c7f9db35efd1d84278f5885dfdf2f
+size 75114