Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 598315.063954628,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 77523.5095762051,
-      "required_pages_per_second_upper_estimate": 0.005363256271806621
+      "required_token_positions_per_second": 77394.19302286218,
+      "required_pages_per_second_upper_estimate": 0.005354309852590613
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 8533.957213384612,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9690.438697025638,
-      "required_pages_per_second_upper_estimate": 0.00405718432307359
+      "required_token_positions_per_second": 9674.274127857772,
+      "required_pages_per_second_upper_estimate": 0.004050416555517593
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 380144.35761751566,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 19380.877394051276,
-      "required_pages_per_second_upper_estimate": 0.004036525653073469
+      "required_token_positions_per_second": 19348.548255715545,
+      "required_pages_per_second_upper_estimate": 0.004029792346134846
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 43742.16556775435,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 29071.31609107691,
-      "required_pages_per_second_upper_estimate": 0.0017427810103306154
+      "required_token_positions_per_second": 29022.822383573315,
+      "required_pages_per_second_upper_estimate": 0.0017398738866113788
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 22018.86276523721,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 29071.31609107691,
-      "required_pages_per_second_upper_estimate": 0.002260166954875591
+      "required_token_positions_per_second": 29022.822383573315,
+      "required_pages_per_second_upper_estimate": 0.0022563967824184633
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 23,
-      "required_token_positions_per_second": 29071.31609107691,
-      "required_pages_per_second_upper_estimate": 0.3728956284690667
+      "required_token_positions_per_second": 29022.822383573315,
+      "required_pages_per_second_upper_estimate": 0.372273603257697
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,27 +155,27 @@
   "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": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 64,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.12370245287513626,
+    "producer_batch_seconds": 0.10540289532809766,
     "producer_p95_seconds": 0.19725022000056924,
-    "gpu_update_seconds": 0.9510405347106462,
-    "producer_batches_per_second": 8.083914075732903,
-    "gpu_batches_per_second": 1.0514798933404554,
-    "producer_headroom": 7.688129965139939,
+    "gpu_update_seconds": 0.9526296110900829,
+    "producer_batches_per_second": 9.487405416020163,
+    "gpu_batches_per_second": 1.0497259253317894,
+    "producer_headroom": 9.037983331717234,
     "sustainable": true,
-    "buffer_seconds": 60.86659422148136,
+    "buffer_seconds": 60.015665498675226,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 76,
+    "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 348099.97583953745,
-    "upload_bytes_per_second": 3178474.034776925,
+    "generation_bytes_per_second": 376641.8037537657,
+    "upload_bytes_per_second": 3205704.4568790128,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 74.69415146245568,
+    "estimated_full_shards_per_hour": 80.81856331310013,
     "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": [
@@ -526,6 +526,12 @@
       "bytes": 1537634,
       "pages": 45,
       "shards": 1
+    },
+    {
+      "seconds": 1.2260879469995416,
+      "bytes": 7238361,
+      "pages": 30,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791463982175382982-d4a3b372/train.jsonl

@@ -111,3 +111,4 @@
 {"step": 936100, "loss": 0.5475285649299622, "lr": 3e-05, "grad_norm": 0.36074128690408375, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 137018500491, "tokens_per_second": 151856.23704198038, "data_wait_s": 1.1781001376220956e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 936200, "loss": 0.5170531868934631, "lr": 3e-05, "grad_norm": 0.36084369628317864, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 137033148233, "tokens_per_second": 153537.59229177586, "data_wait_s": 1.9698998585226946e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 936300, "loss": 0.5013501048088074, "lr": 3e-05, "grad_norm": 0.330866853622343, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 137047836782, "tokens_per_second": 153380.1884403988, "data_wait_s": 1.5082001482369378e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 936400, "loss": 0.5900183320045471, "lr": 3e-05, "grad_norm": 0.3628460645698595, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 137062309962, "tokens_per_second": 150364.27521855503, "data_wait_s": 1.2307000361033715e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791463982.2e076f0c-3fe2-4316-8f17-4e30b2e706e2-b5972.360.0.1791463982175382982-d4a3b372

@@ -1,3 +1,3 @@
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+size 243183