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": 74487.81367333283,
-      "required_pages_per_second_upper_estimate": 0.006456414901566715
+      "required_token_positions_per_second": 75419.18551091442,
+      "required_pages_per_second_upper_estimate": 0.0065371438519079466
     },
     {
       "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": 9310.976709166604,
-      "required_pages_per_second_upper_estimate": 0.0037142878207940817
+      "required_token_positions_per_second": 9427.398188864303,
+      "required_pages_per_second_upper_estimate": 0.0037607300897017325
     },
     {
       "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": 18621.953418333207,
-      "required_pages_per_second_upper_estimate": 0.004307861188144771
+      "required_token_positions_per_second": 18854.796377728606,
+      "required_pages_per_second_upper_estimate": 0.004361725308904772
     },
     {
       "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": 27932.93012749981,
-      "required_pages_per_second_upper_estimate": 0.0017009688920065534
+      "required_token_positions_per_second": 28282.19456659291,
+      "required_pages_per_second_upper_estimate": 0.0017222372638984302
     },
     {
       "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": 27932.93012749981,
-      "required_pages_per_second_upper_estimate": 0.0021503542845144395
+      "required_token_positions_per_second": 28282.19456659291,
+      "required_pages_per_second_upper_estimate": 0.0021772416278616736
     },
     {
       "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": 27932.93012749981,
-      "required_pages_per_second_upper_estimate": 0.34683350668015706
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28282.19456659291,
+      "required_pages_per_second_upper_estimate": 0.3511702021008097
     }
   ],
   "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": 0.1266438603986444,
-    "producer_p95_seconds": 0.37665619399922434,
-    "gpu_update_seconds": 0.9897994902003031,
-    "producer_batches_per_second": 7.896158541379272,
-    "gpu_batches_per_second": 1.0103056325050568,
-    "producer_headroom": 7.815613698797972,
+    "producer_batch_seconds": 0.12226313806280587,
+    "producer_p95_seconds": 0.38340045700169867,
+    "gpu_update_seconds": 0.9775761896729886,
+    "producer_batches_per_second": 8.1790801041464,
+    "gpu_batches_per_second": 1.0229381715347552,
+    "producer_headroom": 7.99567396324159,
     "sustainable": true,
-    "buffer_seconds": 60.37776890221849,
+    "buffer_seconds": 60.6097237597253,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 81,
+    "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 354200.955547933,
+    "generation_bytes_per_second": 354070.7918018064,
     "upload_bytes_per_second": 5958135.4166073045,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 76.0032796843385,
+    "estimated_full_shards_per_hour": 75.97534957447667,
     "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-v1/1790485060735632541-7579de36/train.jsonl

@@ -321,3 +321,4 @@
 {"step": 117100, "loss": 0.6070490796118975, "lr": 0.0003, "grad_norm": 0.14627181813312434, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 17135712327, "tokens_per_second": 135482.06160661468, "data_wait_s": 1.779400190571323e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 117200, "loss": 0.6494732219725847, "lr": 0.0003, "grad_norm": 0.15238581215227845, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 17150398058, "tokens_per_second": 149314.99748354795, "data_wait_s": 1.3827004295308143e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 117300, "loss": 0.6032467819750309, "lr": 0.0003, "grad_norm": 0.1305913169480217, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 17165055303, "tokens_per_second": 149952.8754856903, "data_wait_s": 1.7099999240599573e-05, "gpu_peak_gb": 85.46991729736328}
+{"step": 117400, "loss": 0.5863179080188274, "lr": 0.0003, "grad_norm": 0.1443106834530696, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 17179656845, "tokens_per_second": 148130.04662776968, "data_wait_s": 1.2811004125978798e-05, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790485060.0b09bbb2-f535-42d2-bd00-cbae7fb94f51-r2qrq.28895.0.1790485060735632541-7579de36

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:481586340fc9f291ea42a0f0f19a293c445b0d63bdeca780f56123f059b3b346
-size 688977
+oid sha256:4abe23a5280e37f519bf5539db4bf23d774737e67a3b6927c5645c723b05e903
+size 691095