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": 75672.96753388397,
-      "required_pages_per_second_upper_estimate": 0.00655914103445429
+      "required_token_positions_per_second": 72080.92196237,
+      "required_pages_per_second_upper_estimate": 0.006247791628271728
     },
     {
       "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": 9459.120941735497,
-      "required_pages_per_second_upper_estimate": 0.0037733847701194737
+      "required_token_positions_per_second": 9010.11524529625,
+      "required_pages_per_second_upper_estimate": 0.003594269684576452
     },
     {
       "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": 18918.241883470993,
-      "required_pages_per_second_upper_estimate": 0.004376402310055509
+      "required_token_positions_per_second": 18020.2304905925,
+      "required_pages_per_second_upper_estimate": 0.004168663178773795
     },
     {
       "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": 28377.362825206492,
-      "required_pages_per_second_upper_estimate": 0.0017280325115387333
+      "required_token_positions_per_second": 27030.34573588875,
+      "required_pages_per_second_upper_estimate": 0.0016460062380517643
     },
     {
       "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": 28377.362825206492,
-      "required_pages_per_second_upper_estimate": 0.002184567943852348
+      "required_token_positions_per_second": 27030.34573588875,
+      "required_pages_per_second_upper_estimate": 0.0020808708395347124
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "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": 28377.362825206492,
-      "required_pages_per_second_upper_estimate": 0.3523518733651178
+      "estimated_pages_for_buffer": 21,
+      "required_token_positions_per_second": 27030.34573588875,
+      "required_pages_per_second_upper_estimate": 0.33562642929198694
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,36 +155,30 @@
   "shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
   "estimated_fresh_generation_batch_seconds": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 62,
+    "prefetch_batches": 59,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.1275587699061589,
-    "producer_p95_seconds": 0.34824691000176244,
-    "gpu_update_seconds": 0.9742977235164845,
-    "producer_batches_per_second": 7.839523701394029,
-    "gpu_batches_per_second": 1.0263803105181746,
-    "producer_headroom": 7.638030095721727,
+    "producer_batch_seconds": 0.4189934800625963,
+    "producer_p95_seconds": 0.3517229930002941,
+    "gpu_update_seconds": 1.0228504019203564,
+    "producer_batches_per_second": 2.386671983178839,
+    "gpu_batches_per_second": 0.9776600743594022,
+    "producer_headroom": 2.4412083972465295,
     "sustainable": true,
-    "buffer_seconds": 60.406458858022035,
+    "buffer_seconds": 60.34817371330102,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 87,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 346306.9395944365,
-    "upload_bytes_per_second": 3249932.2128365957,
+    "generation_bytes_per_second": 330621.8615024203,
+    "upload_bytes_per_second": 3241337.1017235834,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 74.30940762400456,
+    "estimated_full_shards_per_hour": 70.94375499538857,
     "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": 0.7540812590013957,
-      "bytes": 2508470,
-      "pages": 31,
-      "shards": 2
-    },
     {
       "seconds": 1.3975003769992327,
       "bytes": 10375015,
@@ -562,6 +556,12 @@
       "bytes": 6104340,
       "pages": 36,
       "shards": 3
+    },
+    {
+      "seconds": 1.0792534860011074,
+      "bytes": 2442489,
+      "pages": 31,
+      "shards": 2
     }
   ],
   "cache_key": {

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

@@ -287,3 +287,4 @@
 {"step": 68700, "loss": 0.5999638177454472, "lr": 0.0003, "grad_norm": 0.13280039697618273, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10054465618, "tokens_per_second": 148837.63019668384, "data_wait_s": 1.3896999007556587e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 68800, "loss": 0.6019186750054359, "lr": 0.0003, "grad_norm": 0.13937680307974623, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10069024094, "tokens_per_second": 147734.42560785532, "data_wait_s": 9.390001650899649e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 68900, "loss": 0.6303941160440445, "lr": 0.0003, "grad_norm": 0.13800357157853751, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10083778947, "tokens_per_second": 149816.38426153688, "data_wait_s": 1.1046999134123325e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 69000, "loss": 0.5993391498923302, "lr": 0.0003, "grad_norm": 0.11908661536376573, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 10098384185, "tokens_per_second": 150008.19648787344, "data_wait_s": 9.00599843589589e-06, "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 616182
+oid sha256:3ada27ebc0351c784acc93b4d984749bf7e74ab1719d7c51a17585374d325c5b
+size 618300