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": 73636.12946158355,
-      "required_pages_per_second_upper_estimate": 0.006382593072666188
+      "required_token_positions_per_second": 75194.14918554477,
+      "required_pages_per_second_upper_estimate": 0.006517638273574257
     },
     {
       "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": 9204.516182697944,
-      "required_pages_per_second_upper_estimate": 0.003671819125059017
+      "required_token_positions_per_second": 9399.268648193096,
+      "required_pages_per_second_upper_estimate": 0.003749508795353876
     },
     {
       "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": 18409.032365395888,
-      "required_pages_per_second_upper_estimate": 0.004258605649830269
+      "required_token_positions_per_second": 18798.537296386192,
+      "required_pages_per_second_upper_estimate": 0.0043487107605622195
     },
     {
       "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": 27613.54854809383,
-      "required_pages_per_second_upper_estimate": 0.001681520229486374
+      "required_token_positions_per_second": 28197.805944579286,
+      "required_pages_per_second_upper_estimate": 0.0017170984395706826
     },
     {
       "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": 27613.54854809383,
-      "required_pages_per_second_upper_estimate": 0.0021257674064269704
+      "required_token_positions_per_second": 28197.805944579286,
+      "required_pages_per_second_upper_estimate": 0.0021707451581364076
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 21,
-      "required_token_positions_per_second": 27613.54854809383,
-      "required_pages_per_second_upper_estimate": 0.34286785636532063
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28197.805944579286,
+      "required_pages_per_second_upper_estimate": 0.35012237784595013
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,27 +155,27 @@
   "shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
   "estimated_fresh_generation_batch_seconds": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 60,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.13971298553889255,
-    "producer_p95_seconds": 0.3753038739960175,
-    "gpu_update_seconds": 1.0012476285634266,
-    "producer_batches_per_second": 7.157530820366195,
-    "gpu_batches_per_second": 0.9987539260739956,
-    "producer_headroom": 7.166460760261291,
+    "producer_batch_seconds": 0.09621849994607601,
+    "producer_p95_seconds": 0.38399498400394805,
+    "gpu_update_seconds": 0.9805018182740923,
+    "producer_batches_per_second": 10.393011744731343,
+    "gpu_batches_per_second": 1.0198859210278965,
+    "producer_headroom": 10.190366913053078,
     "sustainable": true,
-    "buffer_seconds": 60.0748577138056,
+    "buffer_seconds": 60.791112732993724,
     "buffer_drain_seconds": null,
     "shard_target_mib": 32,
     "upload_pages_per_commit": 167,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 660447.5660114215,
+    "generation_bytes_per_second": 659490.9141805483,
     "upload_bytes_per_second": 5369421.872059882,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 70.85833661678784,
+    "estimated_full_shards_per_hour": 70.75569901019257,
     "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-v1/1790606918076636751-3952f1c5/train.jsonl

@@ -327,3 +327,4 @@
 {"step": 227700, "loss": 0.5897847693413496, "lr": 0.0003, "grad_norm": 0.1347731128257034, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33328951484, "tokens_per_second": 146795.19738615773, "data_wait_s": 1.5409001207444817e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 227800, "loss": 0.588342783972621, "lr": 0.0003, "grad_norm": 0.13741859228775813, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33343369061, "tokens_per_second": 146448.78013942097, "data_wait_s": 7.01400131219998e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 227900, "loss": 0.5573900323361158, "lr": 0.0003, "grad_norm": 0.15145536798889647, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33357920288, "tokens_per_second": 149036.76707716731, "data_wait_s": 1.0244999430142343e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 228000, "loss": 0.611876580864191, "lr": 0.0003, "grad_norm": 0.15276256277388992, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 33372666072, "tokens_per_second": 149702.1373013235, "data_wait_s": 8.10199708212167e-06, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790606918.0a7f8bdc-23d3-4ecb-bd0c-4a4bf460026e-rl2cx.1192.0.1790606918076636751-3952f1c5

@@ -1,3 +1,3 @@
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+oid sha256:a7eaa55acdeeccaaef5de0f066075d11aef4bdbb44ac43982cc0dc4acbd60994
+size 703803