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": 75097.33051527366,
-      "required_pages_per_second_upper_estimate": 0.006509246276619834
+      "required_token_positions_per_second": 75176.95280981777,
+      "required_pages_per_second_upper_estimate": 0.006516147735310057
     },
     {
       "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": 9387.166314409207,
-      "required_pages_per_second_upper_estimate": 0.003744680993461468
+      "required_token_positions_per_second": 9397.119101227221,
+      "required_pages_per_second_upper_estimate": 0.0037486513089305972
     },
     {
       "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": 18774.332628818414,
-      "required_pages_per_second_upper_estimate": 0.004343111436708014
+      "required_token_positions_per_second": 18794.238202454442,
+      "required_pages_per_second_upper_estimate": 0.004347716240842578
     },
     {
       "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": 28161.49894322762,
-      "required_pages_per_second_upper_estimate": 0.0017148875336764806
+      "required_token_positions_per_second": 28191.357303681663,
+      "required_pages_per_second_upper_estimate": 0.0017167057511734214
     },
     {
       "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": 28161.49894322762,
-      "required_pages_per_second_upper_estimate": 0.0021679501446681443
+      "required_token_positions_per_second": 28191.357303681663,
+      "required_pages_per_second_upper_estimate": 0.0021702487239091284
     },
     {
       "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": 28161.49894322762,
-      "required_pages_per_second_upper_estimate": 0.3496715664008793
+      "required_token_positions_per_second": 28191.357303681663,
+      "required_pages_per_second_upper_estimate": 0.3500423073082144
     }
   ],
   "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": 717798,
-    "producer_batch_seconds": 0.15231465460158233,
-    "producer_p95_seconds": 0.16152967700008958,
-    "gpu_update_seconds": 0.9817659228912917,
-    "producer_batches_per_second": 6.565356449881687,
-    "gpu_batches_per_second": 1.01857273376836,
-    "producer_headroom": 6.445643234128389,
+    "producer_batch_seconds": 0.07839258884377287,
+    "producer_p95_seconds": 0.16154453500030286,
+    "gpu_update_seconds": 0.9807261034710555,
+    "producer_batches_per_second": 12.756307895289456,
+    "gpu_batches_per_second": 1.01965268025469,
+    "producer_headroom": 12.510444136824288,
     "sustainable": true,
-    "buffer_seconds": 60.86948721926009,
+    "buffer_seconds": 60.80501841520544,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
+    "upload_pages_per_commit": 78,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 378083.28968606365,
-    "upload_bytes_per_second": 4898646.269900984,
+    "generation_bytes_per_second": 377639.1236739209,
+    "upload_bytes_per_second": 5160596.077355086,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 81.12787263809616,
+    "estimated_full_shards_per_hour": 81.03256495154591,
     "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": [
@@ -208,6 +208,12 @@
       "bytes": 10351006,
       "pages": 30,
       "shards": 3
+    },
+    {
+      "seconds": 0.8917956289997164,
+      "bytes": 6042604,
+      "pages": 27,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790782192342215557-281f6532/train.jsonl

@@ -30,3 +30,4 @@
 {"step": 358000, "loss": 0.580534003674984, "lr": 0.0003, "grad_norm": 0.1768261103372777, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52401672123, "tokens_per_second": 150831.53612174874, "data_wait_s": 1.494899970566621e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 358100, "loss": 0.605397667735815, "lr": 0.0003, "grad_norm": 0.16282919517239758, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52416166657, "tokens_per_second": 128852.21877320574, "data_wait_s": 1.2104999768780544e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 358200, "loss": 0.5754309091717005, "lr": 0.0003, "grad_norm": 0.1601550239498113, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52430698583, "tokens_per_second": 148090.7820259193, "data_wait_s": 1.5530000382568687e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 358300, "loss": 0.5646369121968746, "lr": 0.0003, "grad_norm": 0.15815820866515076, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 52445227242, "tokens_per_second": 148204.9657593968, "data_wait_s": 9.793000117497286e-06, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790782192.062ccfe6-664f-43fe-9e0e-62f43f0c4870-64tpq.429.0.1790782192342215557-281f6532

@@ -1,3 +1,3 @@
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+size 70059