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": 74506.63456218303,
-      "required_pages_per_second_upper_estimate": 0.006458046248511143
+      "required_token_positions_per_second": 75185.55332390203,
+      "required_pages_per_second_upper_estimate": 0.006516893206073076
     },
     {
       "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": 9313.329320272878,
-      "required_pages_per_second_upper_estimate": 0.0037152263125390453
+      "required_token_positions_per_second": 9398.194165487754,
+      "required_pages_per_second_upper_estimate": 0.003749080168137767
     },
     {
       "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": 18626.658640545756,
-      "required_pages_per_second_upper_estimate": 0.004308949658494562
+      "required_token_positions_per_second": 18796.388330975507,
+      "required_pages_per_second_upper_estimate": 0.004348213635234957
     },
     {
       "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": 27939.987960818635,
-      "required_pages_per_second_upper_estimate": 0.0017013986770260802
+      "required_token_positions_per_second": 28194.58249646326,
+      "required_pages_per_second_upper_estimate": 0.0017169021484925418
     },
     {
       "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": 27939.987960818635,
-      "required_pages_per_second_upper_estimate": 0.0021508976160606558
+      "required_token_positions_per_second": 28194.58249646326,
+      "required_pages_per_second_upper_estimate": 0.0021704970081773607
     },
     {
       "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": 27939.987960818635,
-      "required_pages_per_second_upper_estimate": 0.34692114134892826
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28194.58249646326,
+      "required_pages_per_second_upper_estimate": 0.35008235340853594
     }
   ],
   "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": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.26439618542971743,
-    "producer_p95_seconds": 0.34165482800017344,
-    "gpu_update_seconds": 0.9895494600345532,
-    "producer_batches_per_second": 3.782202827074534,
-    "gpu_batches_per_second": 1.0105609071476649,
-    "producer_headroom": 3.742676765272766,
+    "producer_batch_seconds": 0.24576740599997038,
+    "producer_p95_seconds": 0.28211948399984976,
+    "gpu_update_seconds": 0.9806139177080624,
+    "producer_batches_per_second": 4.068887800362431,
+    "gpu_batches_per_second": 1.0197693321926815,
+    "producer_headroom": 3.990008006627944,
     "sustainable": true,
-    "buffer_seconds": 60.36251706210775,
+    "buffer_seconds": 60.79806289789987,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 438080.54928837816,
-    "upload_bytes_per_second": 5696513.289361367,
+    "generation_bytes_per_second": 439247.5653622797,
+    "upload_bytes_per_second": 5719893.495556102,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 94.00188788403042,
+    "estimated_full_shards_per_hour": 94.25230236674588,
     "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": 0.9591597530015861,
-      "bytes": 7365649,
-      "pages": 37,
-      "shards": 3
-    },
     {
       "seconds": 1.119754101997387,
       "bytes": 2574245,
@@ -562,6 +556,12 @@
       "bytes": 2527314,
       "pages": 36,
       "shards": 2
+    },
+    {
+      "seconds": 1.1346876719981083,
+      "bytes": 10084333,
+      "pages": 34,
+      "shards": 3
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790390190216476996-4d8dc439/train.jsonl

@@ -243,3 +243,4 @@
 {"step": 24300, "loss": 0.6602495796978474, "lr": 0.0003, "grad_norm": 0.1262718785820121, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 3555844316, "tokens_per_second": 149957.1482101085, "data_wait_s": 1.751700256136246e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 24400, "loss": 0.6389599852263927, "lr": 0.0003, "grad_norm": 0.13699569618460566, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 3570585881, "tokens_per_second": 150419.3254969971, "data_wait_s": 8.304999937536195e-06, "gpu_peak_gb": 85.43514251708984}
 {"step": 24500, "loss": 0.6439226306974888, "lr": 0.0003, "grad_norm": 0.13887686574509203, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 3585136027, "tokens_per_second": 147514.78263566113, "data_wait_s": 8.819999493425712e-06, "gpu_peak_gb": 85.43514251708984}
+{"step": 24600, "loss": 0.6646617352962494, "lr": 0.0003, "grad_norm": 0.13959699323131255, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 3599512906, "tokens_per_second": 146573.92568271855, "data_wait_s": 8.941999112721533e-06, "gpu_peak_gb": 85.43514251708984}

runs/void-byte-v1/events.out.tfevents.1790390190.c8125a87-1345-4bfd-b42f-0e32ed8b7bb7-6w295.451.0.1790390190216476996-4d8dc439

@@ -1,3 +1,3 @@
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