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": 75714.82959492401,
-      "required_pages_per_second_upper_estimate": 0.006562769531806817
+      "required_token_positions_per_second": 75286.70000909828,
+      "required_pages_per_second_upper_estimate": 0.006525660344391958
     },
     {
       "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": 9464.353699365502,
-      "required_pages_per_second_upper_estimate": 0.0037754721953747812
+      "required_token_positions_per_second": 9410.837501137285,
+      "required_pages_per_second_upper_estimate": 0.003754123783763078
     },
     {
       "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": 18928.707398731003,
-      "required_pages_per_second_upper_estimate": 0.004378823322824134
+      "required_token_positions_per_second": 18821.67500227457,
+      "required_pages_per_second_upper_estimate": 0.00435406326160978
     },
     {
       "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": 28393.061098096507,
-      "required_pages_per_second_upper_estimate": 0.0017289884539952625
+      "required_token_positions_per_second": 28232.512503411854,
+      "required_pages_per_second_upper_estimate": 0.0017192118869123446
     },
     {
       "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": 28393.061098096507,
-      "required_pages_per_second_upper_estimate": 0.002185776440355022
+      "required_token_positions_per_second": 28232.512503411854,
+      "required_pages_per_second_upper_estimate": 0.0021734169651092426
     },
     {
       "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": 28393.061098096507,
-      "required_pages_per_second_upper_estimate": 0.35254679337567213
+      "required_token_positions_per_second": 28232.512503411854,
+      "required_pages_per_second_upper_estimate": 0.35055331715127025
     }
   ],
   "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": 0.1014063181797269,
-    "producer_p95_seconds": 0.4283214590032003,
-    "gpu_update_seconds": 0.9737590429040969,
-    "producer_batches_per_second": 9.861318485379341,
-    "gpu_batches_per_second": 1.0269481010596249,
-    "producer_headroom": 9.602548050095466,
+    "producer_batch_seconds": 0.15289794686771074,
+    "producer_p95_seconds": 0.4431833850030671,
+    "gpu_update_seconds": 0.9792964758860475,
+    "producer_batches_per_second": 6.540310190464576,
+    "gpu_batches_per_second": 1.0211412219115976,
+    "producer_headroom": 6.404902720723564,
     "sustainable": true,
-    "buffer_seconds": 60.37306066005401,
+    "buffer_seconds": 60.716381504934944,
     "buffer_drain_seconds": null,
     "shard_target_mib": 32,
-    "upload_pages_per_commit": 167,
+    "upload_pages_per_commit": 170,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 562525.9849288329,
+    "generation_bytes_per_second": 579026.0880397903,
     "upload_bytes_per_second": 5770932.083898797,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 60.35249071549768,
+    "estimated_full_shards_per_hour": 62.12275972793236,
     "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

@@ -415,3 +415,4 @@
 {"step": 156500, "loss": 0.6321857068687677, "lr": 0.0003, "grad_norm": 0.1478285585843141, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 22904209759, "tokens_per_second": 150204.87217094467, "data_wait_s": 1.2269003491383046e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 156600, "loss": 0.6383127085864544, "lr": 0.0003, "grad_norm": 0.1486443915818143, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 22918824594, "tokens_per_second": 148071.14429043987, "data_wait_s": 7.271002687048167e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 156700, "loss": 0.6271420363336802, "lr": 0.0003, "grad_norm": 0.14207540156982212, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 22933594966, "tokens_per_second": 149792.27462428136, "data_wait_s": 1.5994002751540393e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 156800, "loss": 0.61750128865242, "lr": 0.0003, "grad_norm": 0.15084095647069573, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 22948289405, "tokens_per_second": 149668.41289874725, "data_wait_s": 1.2961994798388332e-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 889635
+oid sha256:de11a0dbd8ca631f8fff94c4580e60f202ce2c2b05d406caee5ae977fab0d5ed
+size 891753