Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 1062967.6168812835,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 75320.50188163084,
-      "required_pages_per_second_upper_estimate": 0.006528590205033017
+      "required_token_positions_per_second": 75597.62191841519,
+      "required_pages_per_second_upper_estimate": 0.006552610267467172
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 1206672.263377472,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9415.062735203855,
-      "required_pages_per_second_upper_estimate": 0.0037558092928051123
+      "required_token_positions_per_second": 9449.702739801898,
+      "required_pages_per_second_upper_estimate": 0.003769627708553494
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 410042.7581134458,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 18830.12547040771,
-      "required_pages_per_second_upper_estimate": 0.004356018128689222
+      "required_token_positions_per_second": 18899.405479603796,
+      "required_pages_per_second_upper_estimate": 0.004372044839530218
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 2163486.5624068812,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28245.188205611565,
-      "required_pages_per_second_upper_estimate": 0.0017199837706720373
+      "required_token_positions_per_second": 28349.108219405694,
+      "required_pages_per_second_upper_estimate": 0.0017263119542859247
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 1546694.2737633225,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28245.188205611565,
-      "required_pages_per_second_upper_estimate": 0.002174392775753166
+      "required_token_positions_per_second": 28349.108219405694,
+      "required_pages_per_second_upper_estimate": 0.002182392826084048
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28245.188205611565,
-      "required_pages_per_second_upper_estimate": 0.3507107069497444
+      "required_token_positions_per_second": 28349.108219405694,
+      "required_pages_per_second_upper_estimate": 0.3520010457231545
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.08765065230464586,
-    "producer_p95_seconds": 0.2393573249992187,
-    "gpu_update_seconds": 0.9788569932243213,
-    "producer_batches_per_second": 11.408928213384165,
-    "gpu_batches_per_second": 1.0215996891497239,
-    "producer_headroom": 11.167709166865352,
+    "producer_batch_seconds": 0.4717312359843504,
+    "producer_p95_seconds": 0.22203644199908013,
+    "gpu_update_seconds": 0.9752687733956383,
+    "producer_batches_per_second": 2.1198511434446856,
+    "gpu_batches_per_second": 1.025358370204199,
+    "producer_headroom": 2.06742462444864,
     "sustainable": true,
-    "buffer_seconds": 60.68913357990792,
+    "buffer_seconds": 60.46666395052958,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 297492.0948468153,
+    "generation_bytes_per_second": 272332.15910165565,
     "upload_bytes_per_second": 5957009.886437588,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 63.834878292592464,
+    "estimated_full_shards_per_hour": 58.43614177500965,
     "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-v1/1790519810984249790-cb9c9513/train.jsonl

@@ -154,3 +154,4 @@
 {"step": 130400, "loss": 0.6093156430870295, "lr": 0.0003, "grad_norm": 0.12806106978875761, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 19083296183, "tokens_per_second": 147766.4906708138, "data_wait_s": 1.3663999197888188e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 130500, "loss": 0.5987209919840097, "lr": 0.0003, "grad_norm": 0.14051451020549627, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 19097971148, "tokens_per_second": 150032.96474808763, "data_wait_s": 1.0470999768585898e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 130600, "loss": 0.5643460601568222, "lr": 0.0003, "grad_norm": 0.13814585154836584, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 19112736787, "tokens_per_second": 150510.5215499491, "data_wait_s": 1.17090003186604e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 130700, "loss": 0.6164646344259381, "lr": 0.0003, "grad_norm": 0.14307007665930865, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 19127539470, "tokens_per_second": 150657.64392787468, "data_wait_s": 1.5667999832658097e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790519810.cad0b19a-59f2-43f0-8fb4-2a94097843e2-tjh7c.1336.0.1790519810984249790-cb9c9513

@@ -1,3 +1,3 @@
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-size 332922
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+size 335040