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": 77329.45701297477,
-      "required_pages_per_second_upper_estimate": 0.005349831265218365
+      "required_token_positions_per_second": 77422.56418932516,
+      "required_pages_per_second_upper_estimate": 0.0053562726357166985
     },
     {
       "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": 9666.182126621847,
-      "required_pages_per_second_upper_estimate": 0.004047028603580312
+      "required_token_positions_per_second": 9677.820523665645,
+      "required_pages_per_second_upper_estimate": 0.004051901357385183
     },
     {
       "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": 19332.364253243693,
-      "required_pages_per_second_upper_estimate": 0.004026421645220806
+      "required_token_positions_per_second": 19355.64104733129,
+      "required_pages_per_second_upper_estimate": 0.004031269587578913
     },
     {
       "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": 28998.54637986554,
-      "required_pages_per_second_upper_estimate": 0.001738418577256409
+      "required_token_positions_per_second": 29033.461570996933,
+      "required_pages_per_second_upper_estimate": 0.001740511689652326
     },
     {
       "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": 28998.54637986554,
-      "required_pages_per_second_upper_estimate": 0.0022545094299090394
+      "required_token_positions_per_second": 29033.461570996933,
+      "required_pages_per_second_upper_estimate": 0.0022572239324438097
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 23,
-      "required_token_positions_per_second": 28998.54637986554,
-      "required_pages_per_second_upper_estimate": 0.37196221674767566
+      "required_token_positions_per_second": 29033.461570996933,
+      "required_pages_per_second_upper_estimate": 0.37241007133049775
     }
   ],
   "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": 63,
+    "prefetch_batches": 64,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.0713370140704157,
-    "producer_p95_seconds": 0.1797094459998334,
-    "gpu_update_seconds": 0.9534271007182877,
-    "producer_batches_per_second": 14.017968273986277,
-    "gpu_batches_per_second": 1.0488478870032385,
-    "producer_headroom": 13.365110849427676,
+    "producer_batch_seconds": 0.07987604849220276,
+    "producer_p95_seconds": 0.1919774050002161,
+    "gpu_update_seconds": 0.9522805240563893,
+    "producer_batches_per_second": 12.5193974774255,
+    "gpu_batches_per_second": 1.0501107339046925,
+    "producer_headroom": 11.921978390672992,
     "sustainable": true,
-    "buffer_seconds": 60.06590734525213,
+    "buffer_seconds": 60.945953539608915,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 85,
+    "upload_pages_per_commit": 81,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 284261.8861246741,
-    "upload_bytes_per_second": 5255606.408522934,
+    "generation_bytes_per_second": 297084.28859292855,
+    "upload_bytes_per_second": 5162817.70327222,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 60.99598348431747,
+    "estimated_full_shards_per_hour": 63.7473725637521,
     "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": [
@@ -472,6 +472,12 @@
       "bytes": 6022734,
       "pages": 37,
       "shards": 2
+    },
+    {
+      "seconds": 1.2937560119999034,
+      "bytes": 947666,
+      "pages": 30,
+      "shards": 1
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791399463488568880-054ba646/train.jsonl

@@ -72,3 +72,4 @@
 {"step": 892200, "loss": 0.48435771465301514, "lr": 3e-05, "grad_norm": 0.304577815562576, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 130592973653, "tokens_per_second": 152639.74397078506, "data_wait_s": 1.3949000276625156e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 892300, "loss": 0.5495240092277527, "lr": 3e-05, "grad_norm": 0.330076856171934, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 130607484543, "tokens_per_second": 151557.41783641174, "data_wait_s": 1.48089993672329e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 892400, "loss": 0.5268421769142151, "lr": 3e-05, "grad_norm": 0.3321612467374445, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 130621985156, "tokens_per_second": 151539.6313387353, "data_wait_s": 1.5497000276809558e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 892500, "loss": 0.5253483057022095, "lr": 3e-05, "grad_norm": 0.3097779684051168, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 130636639697, "tokens_per_second": 150566.48840920988, "data_wait_s": 9.980999493564013e-06, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791399463.60f38c85-66c9-4fe6-8e58-7b3a56dc2cee-wtkw8.346.0.1791399463488568880-054ba646

@@ -1,3 +1,3 @@
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+size 159798