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": 75767.92114399622,
-      "required_pages_per_second_upper_estimate": 0.006567371372721095
+      "required_token_positions_per_second": 75207.32936979407,
+      "required_pages_per_second_upper_estimate": 0.006518780698540115
     },
     {
       "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": 9470.990142999528,
-      "required_pages_per_second_upper_estimate": 0.003778119571964069
+      "required_token_positions_per_second": 9400.916171224259,
+      "required_pages_per_second_upper_estimate": 0.003750166016923671
     },
     {
       "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": 18941.980285999056,
-      "required_pages_per_second_upper_estimate": 0.004381893771698761
+      "required_token_positions_per_second": 18801.832342448517,
+      "required_pages_per_second_upper_estimate": 0.004349473011477908
     },
     {
       "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": 28412.970428998586,
-      "required_pages_per_second_upper_estimate": 0.0017302008277910127
+      "required_token_positions_per_second": 28202.748513672777,
+      "required_pages_per_second_upper_estimate": 0.0017173994160968203
     },
     {
       "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": 28412.970428998586,
-      "required_pages_per_second_upper_estimate": 0.002187309115760419
+      "required_token_positions_per_second": 28202.748513672777,
+      "required_pages_per_second_upper_estimate": 0.0021711256507871315
     },
     {
       "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": 28412.970428998586,
-      "required_pages_per_second_upper_estimate": 0.35279400063323174
+      "required_token_positions_per_second": 28202.748513672777,
+      "required_pages_per_second_upper_estimate": 0.3501837480123766
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.14434615639842718,
-    "producer_p95_seconds": 0.31079645799763966,
-    "gpu_update_seconds": 0.9730767175184947,
-    "producer_batches_per_second": 6.927790977958428,
-    "gpu_batches_per_second": 1.0276682012803309,
-    "producer_headroom": 6.741272104486029,
+    "producer_batch_seconds": 0.1083144178518296,
+    "producer_p95_seconds": 0.32796919599786634,
+    "gpu_update_seconds": 0.9803299840296121,
+    "producer_batches_per_second": 9.232381245569409,
+    "gpu_batches_per_second": 1.0200646887179101,
+    "producer_headroom": 9.050780159024349,
     "sustainable": true,
-    "buffer_seconds": 60.33075648614667,
+    "buffer_seconds": 60.78045900983595,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 84,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 344693.5315821753,
+    "generation_bytes_per_second": 343888.7414981482,
     "upload_bytes_per_second": 5056099.634686686,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 73.96320782278961,
+    "estimated_full_shards_per_hour": 73.79051860531172,
     "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-v1/1790651964532391049-1e9227c4/train.jsonl

@@ -247,3 +247,4 @@
 {"step": 261800, "loss": 0.5959047731012106, "lr": 0.0003, "grad_norm": 0.15352184300430943, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 38320504086, "tokens_per_second": 149531.34447158725, "data_wait_s": 1.666000025579706e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 261900, "loss": 0.585339205339551, "lr": 0.0003, "grad_norm": 0.1740283848217525, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 38335035150, "tokens_per_second": 148937.061681626, "data_wait_s": 1.7112000932684168e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 262000, "loss": 0.5359991174191236, "lr": 0.0003, "grad_norm": 0.15083570431940835, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 38349519787, "tokens_per_second": 147611.5745483135, "data_wait_s": 1.280799915548414e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 262100, "loss": 0.5910497801378369, "lr": 0.0003, "grad_norm": 0.1564822698806592, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 38364018932, "tokens_per_second": 147168.54877804554, "data_wait_s": 1.5912002709228545e-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 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:07a8dc25df5f4e733cda00e29b411ee29525f3db378f2b5b65326919052f2ab4
-size 531462
+oid sha256:297e612e145028c994d2567373534790b00899d4a0b01857a115f39611d2e64d
+size 533580