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": 76169.3718591142,
-      "required_pages_per_second_upper_estimate": 0.0052695738825058805
+      "required_token_positions_per_second": 76820.27064255725,
+      "required_pages_per_second_upper_estimate": 0.005314604570637726
     },
     {
       "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": 9521.171482389274,
-      "required_pages_per_second_upper_estimate": 0.00398631567500673
+      "required_token_positions_per_second": 9602.533830319657,
+      "required_pages_per_second_upper_estimate": 0.0040203803910461525
     },
     {
       "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": 19042.34296477855,
-      "required_pages_per_second_upper_estimate": 0.003966017859209224
+      "required_token_positions_per_second": 19205.067660639314,
+      "required_pages_per_second_upper_estimate": 0.003999909122018212
     },
     {
       "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": 28563.514447167825,
-      "required_pages_per_second_upper_estimate": 0.0017123390771464806
+      "required_token_positions_per_second": 28807.601490958972,
+      "required_pages_per_second_upper_estimate": 0.001726971722722424
     },
     {
       "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": 28563.514447167825,
-      "required_pages_per_second_upper_estimate": 0.0022206876106450387
+      "required_token_positions_per_second": 28807.601490958972,
+      "required_pages_per_second_upper_estimate": 0.002239664304674359
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.04061180899998362,
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28563.514447167825,
-      "required_pages_per_second_upper_estimate": 0.3663820942159262
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28807.601490958972,
+      "required_pages_per_second_upper_estimate": 0.3695129807334305
     }
   ],
   "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": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.0667013485000183,
-    "producer_p95_seconds": 0.1579960970002503,
-    "gpu_update_seconds": 0.9679481161584231,
-    "producer_batches_per_second": 14.992200644934872,
-    "gpu_batches_per_second": 1.0331132250856419,
-    "producer_headroom": 14.511672371333805,
+    "producer_batch_seconds": 0.04645797875000923,
+    "producer_p95_seconds": 0.15797710900005768,
+    "gpu_update_seconds": 0.9597466838284714,
+    "producer_batches_per_second": 21.524827960790294,
+    "gpu_batches_per_second": 1.0419416048523933,
+    "producer_headroom": 20.658382255346844,
     "sustainable": true,
-    "buffer_seconds": 60.01278320182223,
+    "buffer_seconds": 60.4640410811937,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 84,
+    "upload_pages_per_commit": 85,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 333979.59619553894,
-    "upload_bytes_per_second": 5672427.733576179,
+    "generation_bytes_per_second": 334027.8172404763,
+    "upload_bytes_per_second": 5676817.9148095455,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 71.6642466964686,
+    "estimated_full_shards_per_hour": 71.6745938101837,
     "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": [
@@ -244,6 +244,12 @@
       "bytes": 6799126,
       "pages": 32,
       "shards": 3
+    },
+    {
+      "seconds": 1.1032466139999997,
+      "bytes": 6317020,
+      "pages": 35,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791033297667653750-ba4975eb/train.jsonl

@@ -24,3 +24,4 @@
 {"step": 602400, "loss": 0.5801051259040833, "lr": 0.0003, "grad_norm": 0.17426229614667343, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88173148409, "tokens_per_second": 150991.5737957707, "data_wait_s": 1.3832000149704982e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 602500, "loss": 0.5767000913619995, "lr": 0.0003, "grad_norm": 0.16222645329895202, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88187740767, "tokens_per_second": 151454.91253097795, "data_wait_s": 1.5723000160505762e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 602600, "loss": 0.5469270944595337, "lr": 0.0003, "grad_norm": 0.15803339422789744, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88202377633, "tokens_per_second": 151909.8445450612, "data_wait_s": 1.2728999990940792e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 602700, "loss": 0.6067249774932861, "lr": 0.0003, "grad_norm": 0.14774953975413252, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88217111566, "tokens_per_second": 153377.78396283227, "data_wait_s": 1.471799987484701e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791033297.83ac8725-d818-41af-bbb1-78dcd88792cf-7zwhs.737.0.1791033297667653750-ba4975eb

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