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": 74733.86792011026,
-      "required_pages_per_second_upper_estimate": 0.006477742260058596
+      "required_token_positions_per_second": 75867.81971791753,
+      "required_pages_per_second_upper_estimate": 0.006576030327917974
     },
     {
       "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": 9341.733490013783,
-      "required_pages_per_second_upper_estimate": 0.0037265571605288746
+      "required_token_positions_per_second": 9483.477464739692,
+      "required_pages_per_second_upper_estimate": 0.003783100951308318
     },
     {
       "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": 18683.466980027566,
-      "required_pages_per_second_upper_estimate": 0.004322091268041051
+      "required_token_positions_per_second": 18966.954929479383,
+      "required_pages_per_second_upper_estimate": 0.004387671215929222
     },
     {
       "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": 28025.200470041353,
-      "required_pages_per_second_upper_estimate": 0.0017065876717622596
+      "required_token_positions_per_second": 28450.43239421908,
+      "required_pages_per_second_upper_estimate": 0.0017324820649251991
     },
     {
       "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": 28025.200470041353,
-      "required_pages_per_second_upper_estimate": 0.0021574575109039435
+      "required_token_positions_per_second": 28450.43239421908,
+      "required_pages_per_second_upper_estimate": 0.0021901930415444497
     },
     {
       "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": 21,
-      "required_token_positions_per_second": 28025.200470041353,
-      "required_pages_per_second_upper_estimate": 0.3479791955255516
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28450.43239421908,
+      "required_pages_per_second_upper_estimate": 0.35325915286413795
     }
   ],
   "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": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.2247381723514934,
+    "producer_batch_seconds": 0.1450447683359073,
     "producer_p95_seconds": 0.394886788999429,
-    "gpu_update_seconds": 0.9865406682658854,
-    "producer_batches_per_second": 4.449622374057519,
-    "gpu_batches_per_second": 1.0136429568157317,
-    "producer_headroom": 4.38973343043354,
+    "gpu_update_seconds": 0.9717954235949635,
+    "producer_batches_per_second": 6.8944230906978525,
+    "gpu_batches_per_second": 1.0290231624066506,
+    "producer_headroom": 6.699968807867617,
     "sustainable": true,
-    "buffer_seconds": 60.178980764219006,
+    "buffer_seconds": 60.25131626288774,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 311246.3765358246,
+    "generation_bytes_per_second": 312035.7986699561,
     "upload_bytes_per_second": 5405043.676841065,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 66.78622695976308,
+    "estimated_full_shards_per_hour": 66.95561857294095,
     "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-v1/1790606918076636751-3952f1c5/train.jsonl

@@ -316,3 +316,4 @@
 {"step": 226600, "loss": 0.5676675904542208, "lr": 0.0003, "grad_norm": 0.13611202505926445, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33168023130, "tokens_per_second": 148936.78350129872, "data_wait_s": 8.999999408842996e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 226700, "loss": 0.6044607497751713, "lr": 0.0003, "grad_norm": 0.14674524639210093, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33182695458, "tokens_per_second": 148143.8770490476, "data_wait_s": 1.906300167320296e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 226800, "loss": 0.5968139693140984, "lr": 0.0003, "grad_norm": 0.13900636810270997, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33197378430, "tokens_per_second": 150224.2463812641, "data_wait_s": 1.4385001122718677e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 226900, "loss": 0.6320365145802498, "lr": 0.0003, "grad_norm": 0.15921589178081835, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33212126172, "tokens_per_second": 149860.81052063184, "data_wait_s": 1.1272000847384334e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790606918.0a7f8bdc-23d3-4ecb-bd0c-4a4bf460026e-rl2cx.1192.0.1790606918076636751-3952f1c5

@@ -1,3 +1,3 @@
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+oid sha256:0f33a8a93ac2a85a1523ddd32a7935a2838f664f1c3b6c582f5c1be712fdcda8
+size 680505