Update TensorBoard training metrics

benchmark_cache/performance.json

@@ -49,11 +49,11 @@
   "selected": {
     "microbatch": 86,
     "mode": "compiled",
-    "microbatch_seconds": 0.8982481310000026,
-    "peak_gb": 85.39913082122803,
+    "microbatch_seconds": 0.899068480999631,
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     "fits_budget": true,
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-    "input_tokens_per_second": 196079.45056776243
+    "estimated_update_seconds": 0.9546496269995259,
+    "input_tokens_per_second": 195900.5389713715
   },
   "measurements": [
     {

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
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       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
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-      "required_pages_per_second_upper_estimate": 0.006484794010101143
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     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
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       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
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-      "required_token_positions_per_second": 9351.903016199141,
-      "required_pages_per_second_upper_estimate": 0.0037306139365721803
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     {
       "source": "openmath",
@@ -50,8 +50,8 @@
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       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
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     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
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     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
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     {
       "source": "cortex",
@@ -91,9 +91,9 @@
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       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
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-      "required_token_positions_per_second": 28055.709048597426,
-      "required_pages_per_second_upper_estimate": 0.3483580099655739
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+      "required_pages_per_second_upper_estimate": 0.3596037943003076
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,415 +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,
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     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 79.34766049308666,
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   "cache_key": {
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@@ -606,7 +221,7 @@
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   "resume_probe_seconds": [
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