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": 76584.10295515915,
-      "required_pages_per_second_upper_estimate": 0.005298265942038993
+      "required_token_positions_per_second": 76544.6726213978,
+      "required_pages_per_second_upper_estimate": 0.005295538060058403
     },
     {
       "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": 9573.012869394894,
-      "required_pages_per_second_upper_estimate": 0.004008020581174719
+      "required_token_positions_per_second": 9568.084077674725,
+      "required_pages_per_second_upper_estimate": 0.004005956999006359
     },
     {
       "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": 19146.025738789787,
-      "required_pages_per_second_upper_estimate": 0.003987612246737141
+      "required_token_positions_per_second": 19136.16815534945,
+      "required_pages_per_second_upper_estimate": 0.003985559172068475
     },
     {
       "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": 28719.03860818468,
-      "required_pages_per_second_upper_estimate": 0.0017216625131277973
+      "required_token_positions_per_second": 28704.252233024174,
+      "required_pages_per_second_upper_estimate": 0.0017207760925144124
     },
     {
       "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": 28719.03860818468,
-      "required_pages_per_second_upper_estimate": 0.0022327789300856105
+      "required_token_positions_per_second": 28704.252233024174,
+      "required_pages_per_second_upper_estimate": 0.0022316293544552717
     },
     {
       "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": 28719.03860818468,
-      "required_pages_per_second_upper_estimate": 0.3683769911646167
+      "required_token_positions_per_second": 28704.252233024174,
+      "required_pages_per_second_upper_estimate": 0.36818732742043037
     }
   ],
   "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": 0.13702716988234442,
-    "producer_p95_seconds": 0.3561681139981374,
-    "gpu_update_seconds": 0.9627063209602204,
-    "producer_batches_per_second": 7.297822766526007,
-    "gpu_batches_per_second": 1.0387383755853834,
-    "producer_headroom": 7.02566010658199,
+    "producer_batch_seconds": 0.2181218194059511,
+    "producer_p95_seconds": 0.3465004199970281,
+    "gpu_update_seconds": 0.9632022383147485,
+    "producer_batches_per_second": 4.584594070980487,
+    "gpu_batches_per_second": 1.0382035674560248,
+    "producer_headroom": 4.4158912709329305,
     "sustainable": true,
-    "buffer_seconds": 60.65049822049388,
+    "buffer_seconds": 60.68174101382915,
     "buffer_drain_seconds": null,
     "shard_target_mib": 32,
-    "upload_pages_per_commit": 164,
+    "upload_pages_per_commit": 158,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 634565.0717904804,
+    "generation_bytes_per_second": 601824.4105043012,
     "upload_bytes_per_second": 5393007.501710405,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 68.0814462436953,
+    "estimated_full_shards_per_hour": 64.56875436948194,
     "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-v1/1791083219122319327-61ae60ac/train.jsonl

@@ -358,3 +358,4 @@
 {"step": 680800, "loss": 0.5573974251747131, "lr": 0.0001, "grad_norm": 0.1978600324144116, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 99651232369, "tokens_per_second": 152168.42304824668, "data_wait_s": 1.774200063664466e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 680900, "loss": 0.5373390913009644, "lr": 0.0001, "grad_norm": 0.19648378488115464, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 99665809603, "tokens_per_second": 151656.21654411632, "data_wait_s": 1.8298000213690102e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 681000, "loss": 0.5409954786300659, "lr": 0.0001, "grad_norm": 0.19962931514173848, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 99680547400, "tokens_per_second": 153265.2447942618, "data_wait_s": 1.2550997780635953e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 681100, "loss": 0.5343199968338013, "lr": 0.0001, "grad_norm": 0.190304069532864, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 99695233457, "tokens_per_second": 152738.10676611244, "data_wait_s": 1.341800088994205e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791083219.1a73f132-ede3-4b51-9e4f-0cafff989449-8p4r7.435.0.1791083219122319327-61ae60ac

@@ -1,3 +1,3 @@
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-size 768126
+oid sha256:c5026e1399943505ab4009159a11ac588a0ce0c93baa3a674171176c3c086959
+size 770244