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": 76730.7588410305,
-      "required_pages_per_second_upper_estimate": 0.005308411936512112
+      "required_token_positions_per_second": 77454.60382192247,
+      "required_pages_per_second_upper_estimate": 0.00535848921184197
     },
     {
       "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": 9591.344855128813,
-      "required_pages_per_second_upper_estimate": 0.004015695800786118
+      "required_token_positions_per_second": 9681.825477740309,
+      "required_pages_per_second_upper_estimate": 0.004053578148023294
     },
     {
       "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": 19182.689710257626,
-      "required_pages_per_second_upper_estimate": 0.003995248385099943
+      "required_token_positions_per_second": 19363.650955480618,
+      "required_pages_per_second_upper_estimate": 0.004032937840210935
     },
     {
       "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": 28774.034565386435,
-      "required_pages_per_second_upper_estimate": 0.001724959436788078
+      "required_token_positions_per_second": 29045.476433220927,
+      "required_pages_per_second_upper_estimate": 0.001741231962297022
     },
     {
       "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": 28774.034565386435,
-      "required_pages_per_second_upper_estimate": 0.002237054623856396
+      "required_token_positions_per_second": 29045.476433220927,
+      "required_pages_per_second_upper_estimate": 0.0022581580351339315
     },
     {
       "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": 28774.034565386435,
-      "required_pages_per_second_upper_estimate": 0.3690824202535426
+      "required_token_positions_per_second": 29045.476433220927,
+      "required_pages_per_second_upper_estimate": 0.3725641850825532
     }
   ],
   "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": 0.14061521882817374,
-    "producer_p95_seconds": 0.28318861099978676,
-    "gpu_update_seconds": 0.9608662955197463,
-    "producer_batches_per_second": 7.111605758847203,
-    "gpu_batches_per_second": 1.04072752334297,
-    "producer_headroom": 6.833302280700407,
+    "producer_batch_seconds": 0.09667991869531534,
+    "producer_p95_seconds": 0.2657777909989818,
+    "gpu_update_seconds": 0.9518866066310224,
+    "producer_batches_per_second": 10.343409608684905,
+    "gpu_batches_per_second": 1.0505452992339745,
+    "producer_headroom": 9.845753073405785,
     "sustainable": true,
-    "buffer_seconds": 60.53457661774402,
+    "buffer_seconds": 60.920742824385435,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 86,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 313232.8764052069,
+    "generation_bytes_per_second": 331935.59637974895,
     "upload_bytes_per_second": 4589739.18727165,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 67.2124835883823,
+    "estimated_full_shards_per_hour": 71.22565191788055,
     "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-v1/1791143623306220418-eb05a537/train.jsonl

@@ -286,3 +286,4 @@
 {"step": 713600, "loss": 0.5394705533981323, "lr": 8e-05, "grad_norm": 0.2210485086513882, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 104451191709, "tokens_per_second": 152133.34536465406, "data_wait_s": 1.6529997083125636e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 713700, "loss": 0.6320292949676514, "lr": 8e-05, "grad_norm": 0.39268109388291367, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 104465893600, "tokens_per_second": 153156.06101313586, "data_wait_s": 1.5458997950190678e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 713800, "loss": 0.5295023322105408, "lr": 8e-05, "grad_norm": 0.21661962613630112, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 104480523940, "tokens_per_second": 152592.07676565228, "data_wait_s": 1.0264000593451783e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 713900, "loss": 0.5419623255729675, "lr": 8e-05, "grad_norm": 0.21912230974499358, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 104495133919, "tokens_per_second": 143513.54363003792, "data_wait_s": 1.5841000276850536e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791143623.3eb6ddb3-ffce-42e5-bd48-c0d653189e98-8pb7d.369.0.1791143623306220418-eb05a537

@@ -1,3 +1,3 @@
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+size 616182