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": 75713.70093588553,
-      "required_pages_per_second_upper_estimate": 0.006562671702501921
+      "required_token_positions_per_second": 75846.54784012104,
+      "required_pages_per_second_upper_estimate": 0.006574186535463655
     },
     {
       "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": 9464.212616985691,
-      "required_pages_per_second_upper_estimate": 0.003775415915504105
+      "required_token_positions_per_second": 9480.81848001513,
+      "required_pages_per_second_upper_estimate": 0.0037820402425463263
     },
     {
       "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": 18928.425233971382,
-      "required_pages_per_second_upper_estimate": 0.004378758048972926
+      "required_token_positions_per_second": 18961.63696003026,
+      "required_pages_per_second_upper_estimate": 0.004386440997290232
     },
     {
       "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": 28392.637850957075,
-      "required_pages_per_second_upper_estimate": 0.0017289626804650772
+      "required_token_positions_per_second": 28442.455440045393,
+      "required_pages_per_second_upper_estimate": 0.0017319963102678658
     },
     {
       "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": 28392.637850957075,
-      "required_pages_per_second_upper_estimate": 0.0021857438576186054
+      "required_token_positions_per_second": 28442.455440045393,
+      "required_pages_per_second_upper_estimate": 0.002189578953530537
     },
     {
       "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": 28392.637850957075,
-      "required_pages_per_second_upper_estimate": 0.35254153806271743
+      "required_token_positions_per_second": 28442.455440045393,
+      "required_pages_per_second_upper_estimate": 0.35316010579044904
     }
   ],
   "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": 688946,
-    "producer_batch_seconds": 0.15380327460156806,
-    "producer_p95_seconds": 0.17148230299972056,
-    "gpu_update_seconds": 0.9737735586645404,
-    "producer_batches_per_second": 6.50181215315818,
-    "gpu_batches_per_second": 1.0269327926416767,
-    "producer_headroom": 6.331292758149198,
+    "producer_batch_seconds": 0.06714246780467192,
+    "producer_p95_seconds": 0.1657440859999042,
+    "gpu_update_seconds": 0.9720679727627579,
+    "producer_batches_per_second": 14.893703384706658,
+    "gpu_batches_per_second": 1.028734644098864,
+    "producer_headroom": 14.477692056101626,
     "sustainable": true,
-    "buffer_seconds": 60.373960637201506,
+    "buffer_seconds": 60.26821431129099,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 440073.55009101506,
-    "upload_bytes_per_second": 5352685.132132118,
+    "generation_bytes_per_second": 482311.33747013856,
+    "upload_bytes_per_second": 5432658.7250128,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 94.42953946159209,
+    "estimated_full_shards_per_hour": 103.49278538778417,
     "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": [
@@ -214,6 +214,12 @@
       "bytes": 7839831,
       "pages": 35,
       "shards": 3
+    },
+    {
+      "seconds": 1.02437976300007,
+      "bytes": 6057442,
+      "pages": 31,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790434090210070261-a05fc3fb/train.jsonl

@@ -32,3 +32,4 @@
 {"step": 43200, "loss": 0.6300983037799597, "lr": 0.0003, "grad_norm": 0.13309480852096092, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 6321573242, "tokens_per_second": 147560.62589981104, "data_wait_s": 1.5577999874949455e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 43300, "loss": 0.6022576056420803, "lr": 0.0003, "grad_norm": 0.15580596171508607, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 6336267358, "tokens_per_second": 150087.74574274768, "data_wait_s": 1.1791999895649496e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 43400, "loss": 0.618283323943615, "lr": 0.0003, "grad_norm": 0.12760305932739904, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 6351024629, "tokens_per_second": 151044.35480064023, "data_wait_s": 9.823000254982617e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 43500, "loss": 0.635155625641346, "lr": 0.0003, "grad_norm": 0.13353834084727553, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 6365806091, "tokens_per_second": 151125.87165017365, "data_wait_s": 1.4281999938248191e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790434090.372bd512-57cc-4928-b44a-3b375a0fa071-5spg5.451.0.1790434090210070261-a05fc3fb

@@ -1,3 +1,3 @@
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+size 74295