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": 77020.5830637974,
-      "required_pages_per_second_upper_estimate": 0.005328462648727972
+      "required_token_positions_per_second": 77100.78421981164,
+      "required_pages_per_second_upper_estimate": 0.005334011150793358
     },
     {
       "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": 9627.572882974675,
-      "required_pages_per_second_upper_estimate": 0.0040308637195179305
+      "required_token_positions_per_second": 9637.598027476455,
+      "required_pages_per_second_upper_estimate": 0.004035061038172003
     },
     {
       "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": 19255.14576594935,
-      "required_pages_per_second_upper_estimate": 0.004010339070705846
+      "required_token_positions_per_second": 19275.19605495291,
+      "required_pages_per_second_upper_estimate": 0.004014515017143608
     },
     {
       "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": 28882.718648924023,
-      "required_pages_per_second_upper_estimate": 0.0017314748816451696
+      "required_token_positions_per_second": 28912.794082429366,
+      "required_pages_per_second_upper_estimate": 0.001733277857961287
     },
     {
       "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": 28882.718648924023,
-      "required_pages_per_second_upper_estimate": 0.002245504333300682
+      "required_token_positions_per_second": 28912.794082429366,
+      "required_pages_per_second_upper_estimate": 0.002247842565967871
     },
     {
       "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": 28882.718648924023,
-      "required_pages_per_second_upper_estimate": 0.3704765029812858
+      "required_token_positions_per_second": 28912.794082429366,
+      "required_pages_per_second_upper_estimate": 0.3708622783498078
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.08066943803116544,
-    "producer_p95_seconds": 0.21289125200019043,
-    "gpu_update_seconds": 0.9572506084370966,
-    "producer_batches_per_second": 12.396268331678037,
-    "gpu_batches_per_second": 1.0446585159477728,
-    "producer_headroom": 11.866335402848314,
+    "producer_batch_seconds": 0.06118474864071288,
+    "producer_p95_seconds": 0.20401876299911237,
+    "gpu_update_seconds": 0.9562548649285336,
+    "producer_batches_per_second": 16.343942276729255,
+    "gpu_batches_per_second": 1.0457463137452752,
+    "producer_headroom": 15.628974314233483,
     "sustainable": true,
-    "buffer_seconds": 60.306788331537085,
+    "buffer_seconds": 60.24405649049762,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 88,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 269184.3340229032,
+    "generation_bytes_per_second": 294226.6005242434,
     "upload_bytes_per_second": 4218781.812410461,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 57.76069179072687,
+    "estimated_full_shards_per_hour": 63.134179227785836,
     "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

@@ -134,3 +134,4 @@
 {"step": 698400, "loss": 0.5343481302261353, "lr": 8e-05, "grad_norm": 0.2049336983288719, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 102226991901, "tokens_per_second": 153268.80534206703, "data_wait_s": 1.8017000911640935e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 698500, "loss": 0.5305786728858948, "lr": 8e-05, "grad_norm": 0.21394717140636219, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 102241679933, "tokens_per_second": 153088.39200416883, "data_wait_s": 1.3371998647926375e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 698600, "loss": 0.5597310066223145, "lr": 8e-05, "grad_norm": 0.20332029918790948, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 102256227774, "tokens_per_second": 151777.83470268233, "data_wait_s": 1.676499960012734e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 698700, "loss": 0.5351334810256958, "lr": 8e-05, "grad_norm": 0.2125764499225815, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 102270844335, "tokens_per_second": 152332.78818698044, "data_wait_s": 1.2264999895705841e-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 289779
+oid sha256:02c512319e0dbd7107eb32217d52f53dc8c79282c3dc9c9253918e915d4b595b
+size 291897