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": 75070.76266561085,
-      "required_pages_per_second_upper_estimate": 0.006506943442746661
+      "required_token_positions_per_second": 75897.32571768628,
+      "required_pages_per_second_upper_estimate": 0.006578587833195656
     },
     {
       "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": 9383.845333201356,
-      "required_pages_per_second_upper_estimate": 0.003743356204404562
+      "required_token_positions_per_second": 9487.165714710785,
+      "required_pages_per_second_upper_estimate": 0.0037845722493660386
     },
     {
       "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": 18767.690666402712,
-      "required_pages_per_second_upper_estimate": 0.004341574935597687
+      "required_token_positions_per_second": 18974.33142942157,
+      "required_pages_per_second_upper_estimate": 0.0043893776393688815
     },
     {
       "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": 28151.535999604068,
-      "required_pages_per_second_upper_estimate": 0.0017142808426813317
+      "required_token_positions_per_second": 28461.497144132354,
+      "required_pages_per_second_upper_estimate": 0.0017331558501426615
     },
     {
       "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": 28151.535999604068,
-      "required_pages_per_second_upper_estimate": 0.00216718316968881
+      "required_token_positions_per_second": 28461.497144132354,
+      "required_pages_per_second_upper_estimate": 0.002191044836621962
     },
     {
       "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": 28151.535999604068,
-      "required_pages_per_second_upper_estimate": 0.3495478599849022
+      "required_token_positions_per_second": 28461.497144132354,
+      "required_pages_per_second_upper_estimate": 0.35339654002672505
     }
   ],
   "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": 0.23466304536719917,
-    "producer_p95_seconds": 0.26526431900128955,
-    "gpu_update_seconds": 0.9821133738631118,
-    "producer_batches_per_second": 4.2614293973523045,
-    "gpu_batches_per_second": 1.0182123842449387,
-    "producer_headroom": 4.185206802913119,
+    "producer_batch_seconds": 0.0900087254217965,
+    "producer_p95_seconds": 0.2128496430013911,
+    "gpu_update_seconds": 0.9714176264160417,
+    "producer_batches_per_second": 11.11003400296834,
+    "gpu_batches_per_second": 1.0294233631413612,
+    "producer_headroom": 10.79248286056502,
     "sustainable": true,
-    "buffer_seconds": 60.891029179512934,
+    "buffer_seconds": 60.227892837794585,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 212182.07683489498,
+    "generation_bytes_per_second": 221639.23563130258,
     "upload_bytes_per_second": 6553154.913139645,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 45.5293343428148,
+    "estimated_full_shards_per_hour": 47.55862046913441,
     "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-v1/1790390190216476996-4d8dc439/train.jsonl

@@ -121,3 +121,4 @@
 {"step": 12100, "loss": 0.7310982514172792, "lr": 0.0003, "grad_norm": 0.15563355228699358, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 1770075350, "tokens_per_second": 149302.15500441284, "data_wait_s": 8.760000127949752e-06, "gpu_peak_gb": 85.43514251708984}
 {"step": 12200, "loss": 0.6643102113157511, "lr": 0.0003, "grad_norm": 0.14960396821808594, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 1784743281, "tokens_per_second": 149334.31641902582, "data_wait_s": 1.570899985381402e-05, "gpu_peak_gb": 85.43514251708984}
 {"step": 12300, "loss": 0.7572563216090202, "lr": 0.0003, "grad_norm": 0.18024803477390786, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 1799280716, "tokens_per_second": 147247.47988033932, "data_wait_s": 1.1493999409140088e-05, "gpu_peak_gb": 85.43514251708984}
+{"step": 12400, "loss": 0.650935085490346, "lr": 0.0003, "grad_norm": 0.13516034694887558, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 1813818162, "tokens_per_second": 148622.16673962533, "data_wait_s": 8.554001396987587e-06, "gpu_peak_gb": 85.43514251708984}

runs/void-byte-v1/events.out.tfevents.1790390190.c8125a87-1345-4bfd-b42f-0e32ed8b7bb7-6w295.451.0.1790390190216476996-4d8dc439

@@ -1,3 +1,3 @@
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-size 257881
+oid sha256:1300136d1f2fb49584edd6d1f477aa8996ac16b30a1b142d20fff13a6d038a73
+size 259964