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": 76047.57103533958,
-      "required_pages_per_second_upper_estimate": 0.006591610716536568
+      "required_token_positions_per_second": 76144.79420685618,
+      "required_pages_per_second_upper_estimate": 0.006600037774633752
     },
     {
       "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": 9505.946379417448,
-      "required_pages_per_second_upper_estimate": 0.0037920641373134865
+      "required_token_positions_per_second": 9518.099275857023,
+      "required_pages_per_second_upper_estimate": 0.003796912109405227
     },
     {
       "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": 19011.892758834896,
-      "required_pages_per_second_upper_estimate": 0.0043980667918718346
+      "required_token_positions_per_second": 19036.198551714046,
+      "required_pages_per_second_upper_estimate": 0.004403689509287081
     },
     {
       "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": 28517.839138252344,
-      "required_pages_per_second_upper_estimate": 0.0017365867819809711
+      "required_token_positions_per_second": 28554.297827571067,
+      "required_pages_per_second_upper_estimate": 0.0017388069248765216
     },
     {
       "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": 28517.839138252344,
-      "required_pages_per_second_upper_estimate": 0.0021953821992939404
+      "required_token_positions_per_second": 28554.297827571067,
+      "required_pages_per_second_upper_estimate": 0.002198188890121807
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "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": 28517.839138252344,
-      "required_pages_per_second_upper_estimate": 0.354096119029171
+      "required_token_positions_per_second": 28554.297827571067,
+      "required_pages_per_second_upper_estimate": 0.35454881393112564
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,33 +158,27 @@
     "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.4566149622730791,
-    "producer_p95_seconds": 0.36624851200031117,
-    "gpu_update_seconds": 0.9694984204786544,
-    "producer_batches_per_second": 2.1900289798255645,
-    "gpu_batches_per_second": 1.0314611956833168,
-    "producer_headroom": 2.1232296367433636,
+    "producer_batch_seconds": 0.11570842883600108,
+    "producer_p95_seconds": 0.3576631100004306,
+    "gpu_update_seconds": 0.9682605458189213,
+    "producer_batches_per_second": 8.64241274434161,
+    "gpu_batches_per_second": 1.0327798693421248,
+    "producer_headroom": 8.368107281028609,
     "sustainable": true,
-    "buffer_seconds": 60.108902069676574,
+    "buffer_seconds": 60.03215384077312,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 80,
+    "upload_pages_per_commit": 85,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 345885.198030879,
-    "upload_bytes_per_second": 4740309.041704067,
+    "generation_bytes_per_second": 330752.55484552437,
+    "upload_bytes_per_second": 4792724.44248409,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 74.21891170210627,
+    "estimated_full_shards_per_hour": 70.97179874443339,
     "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": 1.1989007740012312,
-      "bytes": 5658429,
-      "pages": 39,
-      "shards": 2
-    },
     {
       "seconds": 1.222567180000624,
       "bytes": 5708293,
@@ -562,6 +556,12 @@
       "bytes": 7479267,
       "pages": 33,
       "shards": 3
+    },
+    {
+      "seconds": 1.1783448380010668,
+      "bytes": 10185058,
+      "pages": 38,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790563279934888633-82973089/train.jsonl

@@ -391,3 +391,4 @@
 {"step": 194100, "loss": 0.5605682022869587, "lr": 0.0003, "grad_norm": 0.1346691769896389, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 28408327117, "tokens_per_second": 149352.59890534455, "data_wait_s": 8.06100433692336e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 194200, "loss": 0.6196492426097393, "lr": 0.0003, "grad_norm": 0.1536003217165317, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 28423003726, "tokens_per_second": 141485.18286606195, "data_wait_s": 1.170699397334829e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 194300, "loss": 0.6588104479014874, "lr": 0.0003, "grad_norm": 0.15547511138598508, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 28437767900, "tokens_per_second": 151689.48828735013, "data_wait_s": 1.3245997251942754e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 194400, "loss": 0.5852263439446688, "lr": 0.0003, "grad_norm": 0.12636299922965405, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 28452450530, "tokens_per_second": 150746.44901064775, "data_wait_s": 1.185700239147991e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790563279.bdfa290c-aca9-4e96-a5d2-8425921a3278-d85hq.1304.0.1790563279934888633-82973089

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8817e95e63a4cf1070797fea6045f467bdb6eccdad21d24cb7b8682c03fb68ce
-size 838020
+oid sha256:39efe0fbf37aaf8769251d78e87fa21960a55c70ad2388c19c5ba83619b8c4e7
+size 840138