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": 75643.02484417692,
-      "required_pages_per_second_upper_estimate": 0.006556545677999536
+      "required_token_positions_per_second": 75121.54335014914,
+      "required_pages_per_second_upper_estimate": 0.006511344983779971
     },
     {
       "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": 9455.378105522115,
-      "required_pages_per_second_upper_estimate": 0.0037718916967935676
+      "required_token_positions_per_second": 9390.192918768642,
+      "required_pages_per_second_upper_estimate": 0.003745888351192214
     },
     {
       "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": 18910.75621104423,
-      "required_pages_per_second_upper_estimate": 0.004374670631482913
+      "required_token_positions_per_second": 18780.385837537284,
+      "required_pages_per_second_upper_estimate": 0.004344511740012289
     },
     {
       "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": 28366.134316566342,
-      "required_pages_per_second_upper_estimate": 0.00172734875427398
+      "required_token_positions_per_second": 28170.578756305924,
+      "required_pages_per_second_upper_estimate": 0.0017154404466548517
     },
     {
       "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": 28366.134316566342,
-      "required_pages_per_second_upper_estimate": 0.002183703542174728
+      "required_token_positions_per_second": 28170.578756305924,
+      "required_pages_per_second_upper_estimate": 0.0021686491338134433
     },
     {
       "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": 28366.134316566342,
-      "required_pages_per_second_upper_estimate": 0.35221245286720815
+      "required_token_positions_per_second": 28170.578756305924,
+      "required_pages_per_second_upper_estimate": 0.3497843072911323
     }
   ],
   "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": 690670,
-    "producer_batch_seconds": 0.08517846446869726,
-    "producer_p95_seconds": 0.22615953400236322,
-    "gpu_update_seconds": 0.9746833915206085,
-    "producer_batches_per_second": 11.74005667086774,
-    "gpu_batches_per_second": 1.0259741867971044,
-    "producer_headroom": 11.442838252605512,
+    "producer_batch_seconds": 0.289855806023553,
+    "producer_p95_seconds": 0.25036928600093233,
+    "gpu_update_seconds": 0.9814494845552668,
+    "producer_batches_per_second": 3.449991268826757,
+    "gpu_batches_per_second": 1.0189011413594447,
+    "producer_headroom": 3.385992152510192,
     "sustainable": true,
-    "buffer_seconds": 60.43037027427773,
+    "buffer_seconds": 60.84986804242654,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 81,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 326584.9894972917,
+    "generation_bytes_per_second": 352749.0574698549,
     "upload_bytes_per_second": 5785835.687402418,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 70.0775362366587,
+    "estimated_full_shards_per_hour": 75.69173615524039,
     "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": [

metrics/void-byte-v1/1790738827394728502-c744ae20/train.jsonl

@@ -177,3 +177,4 @@
 {"step": 332700, "loss": 0.6097974088042974, "lr": 0.0003, "grad_norm": 0.1485296390404382, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 48699049698, "tokens_per_second": 148018.8358762755, "data_wait_s": 1.3437998859444633e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 332800, "loss": 0.6080064345151186, "lr": 0.0003, "grad_norm": 0.1539737111117055, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 48713588007, "tokens_per_second": 148049.72459891406, "data_wait_s": 1.3767999917035922e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 332900, "loss": 0.6819286067038774, "lr": 0.0003, "grad_norm": 0.2294065775638761, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 48728128703, "tokens_per_second": 146969.44527870012, "data_wait_s": 1.3622000551549718e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 333000, "loss": 0.5949093159288168, "lr": 0.0003, "grad_norm": 0.1557018599205989, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 48742868155, "tokens_per_second": 150064.95297595364, "data_wait_s": 1.3176999345887452e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790738827.1a46e860-412e-40b5-8c01-42d24543f8c9-dfnph.319.0.1790738827394728502-c744ae20

@@ -1,3 +1,3 @@
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-size 381636
+oid sha256:1970de03fa60e671b248c05edde9ed16d424a3c9764247d770b7e5407dd6517b
+size 383754