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": 75398.40134285646,
-      "required_pages_per_second_upper_estimate": 0.006535342332897675
+      "required_token_positions_per_second": 75157.911387643,
+      "required_pages_per_second_upper_estimate": 0.006514497273095991
     },
     {
       "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": 9424.800167857058,
-      "required_pages_per_second_upper_estimate": 0.003759693700278067
+      "required_token_positions_per_second": 9394.738923455376,
+      "required_pages_per_second_upper_estimate": 0.003747701820430579
     },
     {
       "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": 18849.600335714116,
-      "required_pages_per_second_upper_estimate": 0.004360523296031936
+      "required_token_positions_per_second": 18789.47784691075,
+      "required_pages_per_second_upper_estimate": 0.0043466150163669415
     },
     {
       "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": 28274.40050357117,
-      "required_pages_per_second_upper_estimate": 0.0017217626463526948
+      "required_token_positions_per_second": 28184.21677036613,
+      "required_pages_per_second_upper_estimate": 0.0017162709301579884
     },
     {
       "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": 28274.40050357117,
-      "required_pages_per_second_upper_estimate": 0.0021766416193149127
+      "required_token_positions_per_second": 28184.21677036613,
+      "required_pages_per_second_upper_estimate": 0.002169699025888237
     },
     {
       "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": 28274.40050357117,
-      "required_pages_per_second_upper_estimate": 0.3510734259231306
+      "required_token_positions_per_second": 28184.21677036613,
+      "required_pages_per_second_upper_estimate": 0.3499536457822632
     }
   ],
   "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": 0.34607463126559423,
-    "producer_p95_seconds": 0.2435440130011557,
-    "gpu_update_seconds": 0.9778456663124633,
-    "producer_batches_per_second": 2.8895501422424466,
-    "gpu_batches_per_second": 1.0226562682136564,
-    "producer_headroom": 2.825534084184338,
+    "producer_batch_seconds": 0.22454383727355776,
+    "producer_p95_seconds": 0.2547237070011761,
+    "gpu_update_seconds": 0.9809745725866711,
+    "producer_batches_per_second": 4.453473371356515,
+    "gpu_batches_per_second": 1.0193944144374323,
+    "producer_headroom": 4.368744136992579,
     "sustainable": true,
-    "buffer_seconds": 60.62643131137273,
+    "buffer_seconds": 60.82042350037361,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 391543.0477519599,
+    "generation_bytes_per_second": 386103.61538489204,
     "upload_bytes_per_second": 4750288.743410472,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 84.01602339190576,
+    "estimated_full_shards_per_hour": 82.84884782943793,
     "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

@@ -156,3 +156,4 @@
 {"step": 252700, "loss": 0.6244487520307302, "lr": 0.0003, "grad_norm": 0.15268375710365056, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 36988352592, "tokens_per_second": 149682.95299119884, "data_wait_s": 8.667000656714663e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 252800, "loss": 0.5966698415577412, "lr": 0.0003, "grad_norm": 0.12863293663952916, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 37003126292, "tokens_per_second": 151806.60624724728, "data_wait_s": 9.617999239708297e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 252900, "loss": 0.603326765820384, "lr": 0.0003, "grad_norm": 0.16471991318646134, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 37017867429, "tokens_per_second": 149367.99469737144, "data_wait_s": 1.319799957855139e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 253000, "loss": 0.6166946720331907, "lr": 0.0003, "grad_norm": 0.1520392208692349, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 37032638328, "tokens_per_second": 151319.9703398773, "data_wait_s": 1.3380000382312573e-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 337158
+oid sha256:dabda43fe2dc377182af819e50a14b9a928824e9d21c244efcce32af78d69a36
+size 339276