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": 74734.02813480957,
-      "required_pages_per_second_upper_estimate": 0.006477756147062671
+      "required_token_positions_per_second": 74973.08301323366,
+      "required_pages_per_second_upper_estimate": 0.006498476818045421
     },
     {
       "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": 9341.753516851197,
-      "required_pages_per_second_upper_estimate": 0.0037265651495337468
+      "required_token_positions_per_second": 9371.635376654207,
+      "required_pages_per_second_upper_estimate": 0.0037384854701827857
     },
     {
       "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": 18683.507033702394,
-      "required_pages_per_second_upper_estimate": 0.004322100533753801
+      "required_token_positions_per_second": 18743.270753308414,
+      "required_pages_per_second_upper_estimate": 0.004335925818479113
     },
     {
       "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": 28025.26055055359,
-      "required_pages_per_second_upper_estimate": 0.0017065913303502369
+      "required_token_positions_per_second": 28114.90612996262,
+      "required_pages_per_second_upper_estimate": 0.0017120502758022408
     },
     {
       "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": 28025.26055055359,
-      "required_pages_per_second_upper_estimate": 0.002157462136068089
+      "required_token_positions_per_second": 28114.90612996262,
+      "required_pages_per_second_upper_estimate": 0.0021643633009258423
     },
     {
       "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": 28025.26055055359,
-      "required_pages_per_second_upper_estimate": 0.3479799415244371
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28114.90612996262,
+      "required_pages_per_second_upper_estimate": 0.34909303959624294
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,36 +155,30 @@
   "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": 0.06774875721097828,
-    "producer_p95_seconds": 0.2427683669993712,
-    "gpu_update_seconds": 0.9865385533214557,
-    "producer_batches_per_second": 14.760418362891473,
-    "gpu_batches_per_second": 1.0136451298666662,
-    "producer_headroom": 14.561721778146405,
+    "producer_batch_seconds": 0.08368742459379064,
+    "producer_p95_seconds": 0.2432989599983557,
+    "gpu_update_seconds": 0.9833929329941803,
+    "producer_batches_per_second": 11.949226599502706,
+    "gpu_batches_per_second": 1.0168875191682083,
+    "producer_headroom": 11.75078499269704,
     "sustainable": true,
-    "buffer_seconds": 60.17885175260879,
+    "buffer_seconds": 60.970361845639175,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 219696.181290267,
-    "upload_bytes_per_second": 2534349.6634966815,
+    "generation_bytes_per_second": 228935.51761555244,
+    "upload_bytes_per_second": 2389773.9982216144,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 47.14168623953827,
+    "estimated_full_shards_per_hour": 49.12423273420267,
     "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": [
-    {
-      "seconds": 0.78800499800127,
-      "bytes": 976266,
-      "pages": 30,
-      "shards": 1
-    },
     {
       "seconds": 1.7201119790006487,
       "bytes": 17653647,
@@ -562,6 +556,12 @@
       "bytes": 11949436,
       "pages": 25,
       "shards": 4
+    },
+    {
+      "seconds": 13.160608485999546,
+      "bytes": 6360120,
+      "pages": 35,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790703713325746110-adad6d18/train.jsonl

@@ -163,3 +163,4 @@
 {"step": 296500, "loss": 0.6336312182247639, "lr": 0.0003, "grad_norm": 0.15525307091539312, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 43399781144, "tokens_per_second": 150483.4825429867, "data_wait_s": 1.135300044552423e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 296600, "loss": 0.6367071159183979, "lr": 0.0003, "grad_norm": 0.1494025677632923, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 43414573517, "tokens_per_second": 80757.99840457646, "data_wait_s": 1.1347001418471336e-05, "gpu_peak_gb": 85.46991729736328}
 {"step": 296700, "loss": 0.5971754863858223, "lr": 0.0003, "grad_norm": 0.15423460034309433, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 43429289405, "tokens_per_second": 150648.87395211856, "data_wait_s": 8.986000466393307e-06, "gpu_peak_gb": 85.46991729736328}
+{"step": 296800, "loss": 0.6001450158655643, "lr": 0.0003, "grad_norm": 0.16465481311916666, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 43443883753, "tokens_per_second": 149535.36107851646, "data_wait_s": 1.4389999705599621e-05, "gpu_peak_gb": 85.46991729736328}

runs/void-byte-v1/events.out.tfevents.1790703713.3e6d470a-8cc7-4d7e-a224-51a0f9a2ce55-85btc.38629.0.1790703713325746110-adad6d18

@@ -1,3 +1,3 @@
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-size 351984
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+size 354102