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": 75423.76433732694,
-      "required_pages_per_second_upper_estimate": 0.0065375407329764535
+      "required_token_positions_per_second": 75462.82451005068,
+      "required_pages_per_second_upper_estimate": 0.006540926369751045
     },
     {
       "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": 9427.970542165867,
-      "required_pages_per_second_upper_estimate": 0.003760958409991171
+      "required_token_positions_per_second": 9432.853063756334,
+      "required_pages_per_second_upper_estimate": 0.0037629061208538112
     },
     {
       "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": 18855.941084331735,
-      "required_pages_per_second_upper_estimate": 0.004361990116631258
+      "required_token_positions_per_second": 18865.70612751267,
+      "required_pages_per_second_upper_estimate": 0.004364249087512277
     },
     {
       "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": 28283.9116264976,
-      "required_pages_per_second_upper_estimate": 0.001722341823837909
+      "required_token_positions_per_second": 28298.559191269003,
+      "required_pages_per_second_upper_estimate": 0.0017232337836826542
     },
     {
       "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": 28283.9116264976,
-      "required_pages_per_second_upper_estimate": 0.0021773738118862625
+      "required_token_positions_per_second": 28298.559191269003,
+      "required_pages_per_second_upper_estimate": 0.0021785014219694197
     },
     {
       "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": 28283.9116264976,
-      "required_pages_per_second_upper_estimate": 0.3511915222381961
+      "required_token_positions_per_second": 28298.559191269003,
+      "required_pages_per_second_upper_estimate": 0.3513733959704112
     }
   ],
   "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": 717798,
-    "producer_batch_seconds": 0.06623619988262419,
-    "producer_p95_seconds": 0.2366842209994502,
-    "gpu_update_seconds": 0.977516842970834,
-    "producer_batches_per_second": 15.097484483893693,
-    "gpu_batches_per_second": 1.0230002758426504,
-    "producer_headroom": 14.758045369496914,
+    "producer_batch_seconds": 0.4861114322891069,
+    "producer_p95_seconds": 0.25144685200029926,
+    "gpu_update_seconds": 0.9770108722895786,
+    "producer_batches_per_second": 2.057141497970914,
+    "gpu_batches_per_second": 1.023530063341616,
+    "producer_headroom": 2.009849609355653,
     "sustainable": true,
-    "buffer_seconds": 60.60604426419171,
+    "buffer_seconds": 60.57467408195387,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 86,
+    "upload_pages_per_commit": 84,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 263761.8252924239,
-    "upload_bytes_per_second": 5684451.694897407,
+    "generation_bytes_per_second": 239537.13045601017,
+    "upload_bytes_per_second": 5783638.709949139,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 56.59714764670885,
+    "estimated_full_shards_per_hour": 51.3990920568488,
     "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": 0.8682292779994896,
-      "bytes": 1158641,
-      "pages": 32,
-      "shards": 1
-    },
     {
       "seconds": 1.4496021579998342,
       "bytes": 7366703,
@@ -562,6 +556,12 @@
       "bytes": 6341777,
       "pages": 35,
       "shards": 2
+    },
+    {
+      "seconds": 1.1726115760011453,
+      "bytes": 10149882,
+      "pages": 35,
+      "shards": 3
     }
   ],
   "cache_key": {

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

@@ -131,3 +131,4 @@
 {"step": 368100, "loss": 0.5709961391985416, "lr": 0.0003, "grad_norm": 0.15939776561797428, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 53879659527, "tokens_per_second": 148466.76451177162, "data_wait_s": 1.598699964233674e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 368200, "loss": 0.5461985785514116, "lr": 0.0003, "grad_norm": 0.16204623314239167, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 53894327568, "tokens_per_second": 149660.57647001426, "data_wait_s": 1.8304999684914947e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 368300, "loss": 0.5524621438235044, "lr": 0.0003, "grad_norm": 0.1714633989948716, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 53908853175, "tokens_per_second": 147898.06913565728, "data_wait_s": 1.995999991777353e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 368400, "loss": 0.5785097442567348, "lr": 0.0003, "grad_norm": 0.1597017862073903, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 53923384418, "tokens_per_second": 148113.3441642095, "data_wait_s": 1.0154999472433701e-05, "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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