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": 75517.52398650756,
-      "required_pages_per_second_upper_estimate": 0.006545667581735771
+      "required_token_positions_per_second": 74968.26470904009,
+      "required_pages_per_second_upper_estimate": 0.0064980591796498025
     },
     {
       "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": 9439.690498313445,
-      "required_pages_per_second_upper_estimate": 0.0037656336757273994
+      "required_token_positions_per_second": 9371.03308863001,
+      "required_pages_per_second_upper_estimate": 0.0037382452084849254
     },
     {
       "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": 18879.38099662689,
-      "required_pages_per_second_upper_estimate": 0.004367412527812375
+      "required_token_positions_per_second": 18742.06617726002,
+      "required_pages_per_second_upper_estimate": 0.004335647161010132
     },
     {
       "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": 28319.071494940334,
-      "required_pages_per_second_upper_estimate": 0.0017244828753564983
+      "required_token_positions_per_second": 28113.099265890032,
+      "required_pages_per_second_upper_estimate": 0.0017119402472601034
     },
     {
       "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": 28319.071494940334,
-      "required_pages_per_second_upper_estimate": 0.0021800805158877293
+      "required_token_positions_per_second": 28113.099265890032,
+      "required_pages_per_second_upper_estimate": 0.002164224203527815
     },
     {
       "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": 28319.071494940334,
-      "required_pages_per_second_upper_estimate": 0.35162809013174484
+      "required_token_positions_per_second": 28113.099265890032,
+      "required_pages_per_second_upper_estimate": 0.3490706043916465
     }
   ],
   "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": 0.13800892956231792,
-    "producer_p95_seconds": 0.3763948949999758,
-    "gpu_update_seconds": 0.9763031957082269,
-    "producer_batches_per_second": 7.2459079508217625,
-    "gpu_batches_per_second": 1.024271972473247,
-    "producer_headroom": 7.0742030881949365,
+    "producer_batch_seconds": 0.10972519148401716,
+    "producer_p95_seconds": 0.3562230419993284,
+    "gpu_update_seconds": 0.983456136888673,
+    "producer_batches_per_second": 9.11367741969867,
+    "gpu_batches_per_second": 1.0168221667350272,
+    "producer_headroom": 8.962901988026383,
     "sustainable": true,
-    "buffer_seconds": 60.53079813391007,
+    "buffer_seconds": 60.97428048709772,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 429686.53543145955,
+    "generation_bytes_per_second": 429129.09283042984,
     "upload_bytes_per_second": 6244846.608886034,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 92.2007279129776,
+    "estimated_full_shards_per_hour": 92.08111370739624,
     "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

@@ -329,3 +329,4 @@
 {"step": 32900, "loss": 0.6561686396598816, "lr": 0.0003, "grad_norm": 0.14103283728292706, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 4814788163, "tokens_per_second": 150550.10515941886, "data_wait_s": 9.75099828792736e-06, "gpu_peak_gb": 85.43514251708984}
 {"step": 33000, "loss": 0.6700921505689621, "lr": 0.0003, "grad_norm": 0.13229987457814377, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 4829468597, "tokens_per_second": 149981.7103048597, "data_wait_s": 8.353999874088913e-06, "gpu_peak_gb": 85.43514251708984}
 {"step": 33100, "loss": 0.6747942809015512, "lr": 0.0003, "grad_norm": 0.14870925417983244, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 4843985769, "tokens_per_second": 148094.7395123819, "data_wait_s": 8.624003385193646e-06, "gpu_peak_gb": 85.43514251708984}
+{"step": 33200, "loss": 0.6615162566304207, "lr": 0.0003, "grad_norm": 0.15205180377260413, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 4858475990, "tokens_per_second": 147517.98259767075, "data_wait_s": 1.0149000445380807e-05, "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 700147
+oid sha256:22eaab869547b48a6078dc41cc5aee3374c6f93eaff546e02ca51742787b201b
+size 702265