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": 74546.33734906974,
-      "required_pages_per_second_upper_estimate": 0.006461487585452691
+      "required_token_positions_per_second": 75151.07299570016,
+      "required_pages_per_second_upper_estimate": 0.006513904538614132
     },
     {
       "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": 9318.292168633718,
-      "required_pages_per_second_upper_estimate": 0.003717206066951379
+      "required_token_positions_per_second": 9393.88412446252,
+      "required_pages_per_second_upper_estimate": 0.003747360828331945
     },
     {
       "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": 18636.584337267435,
-      "required_pages_per_second_upper_estimate": 0.004311245793744826
+      "required_token_positions_per_second": 18787.76824892504,
+      "required_pages_per_second_upper_estimate": 0.004346219530960844
     },
     {
       "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": 27954.876505901157,
-      "required_pages_per_second_upper_estimate": 0.0017023053113074467
+      "required_token_positions_per_second": 28181.65237338756,
+      "required_pages_per_second_upper_estimate": 0.0017161147718363445
     },
     {
       "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": 27954.876505901157,
-      "required_pages_per_second_upper_estimate": 0.002152043777475239
+      "required_token_positions_per_second": 28181.65237338756,
+      "required_pages_per_second_upper_estimate": 0.0021695016115101215
     },
     {
       "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": 27954.876505901157,
-      "required_pages_per_second_upper_estimate": 0.34710600725009816
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28181.65237338756,
+      "required_pages_per_second_upper_estimate": 0.3499218045542739
     }
   ],
   "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": 690670,
-    "producer_batch_seconds": 0.388744507273465,
-    "producer_p95_seconds": 0.21869220700045844,
-    "gpu_update_seconds": 0.9890224338556325,
-    "producer_batches_per_second": 2.5723836126038,
-    "gpu_batches_per_second": 1.0110994106590405,
-    "producer_headroom": 2.5441451013477545,
+    "producer_batch_seconds": 0.05641574885157752,
+    "producer_p95_seconds": 0.19372938600008638,
+    "gpu_update_seconds": 0.9810638366296969,
+    "producer_batches_per_second": 17.72554686158416,
+    "gpu_batches_per_second": 1.0193016628106033,
+    "producer_headroom": 17.389893010385236,
     "sustainable": true,
-    "buffer_seconds": 60.33036846519358,
+    "buffer_seconds": 60.825957871041204,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 78,
+    "upload_pages_per_commit": 81,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 295417.628423651,
-    "upload_bytes_per_second": 3628441.4914039075,
+    "generation_bytes_per_second": 318855.271833845,
+    "upload_bytes_per_second": 3654917.2037209715,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 63.38974608928821,
+    "estimated_full_shards_per_hour": 68.418918764701,
     "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": [
@@ -550,6 +550,12 @@
       "bytes": 6293373,
       "pages": 36,
       "shards": 2
+    },
+    {
+      "seconds": 1.4158054800000173,
+      "bytes": 8082619,
+      "pages": 30,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790651964532391049-1e9227c4/train.jsonl

@@ -74,3 +74,4 @@
 {"step": 244500, "loss": 0.5546451276168227, "lr": 0.0003, "grad_norm": 0.15389539280029582, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35787392726, "tokens_per_second": 149817.3266908133, "data_wait_s": 1.715200050966814e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 244600, "loss": 0.6167989317327738, "lr": 0.0003, "grad_norm": 0.14981602793378007, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35802099670, "tokens_per_second": 149243.78627961257, "data_wait_s": 1.713599976937985e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 244700, "loss": 0.6106148473918438, "lr": 0.0003, "grad_norm": 0.16182671390144418, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35816796630, "tokens_per_second": 148865.4245083256, "data_wait_s": 1.6652999875077512e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 244800, "loss": 0.633926959708333, "lr": 0.0003, "grad_norm": 0.1565239988882782, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35831509297, "tokens_per_second": 148656.90972094, "data_wait_s": 1.440599953639321e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790651964.96f3217e-af24-484e-a73b-abea9eb37bd2-c4mbg.442.0.1790651964532391049-1e9227c4

@@ -1,3 +1,3 @@
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-size 161916
+oid sha256:bcc7b09e143b9872c05777a19f389fd2c556968dea00e417293530a4e887c308
+size 164034