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": 74457.28901019893,
-      "required_pages_per_second_upper_estimate": 0.00645376910113032
+      "required_token_positions_per_second": 75153.25325975439,
+      "required_pages_per_second_upper_estimate": 0.0065140935183765234
     },
     {
       "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": 9307.161126274867,
-      "required_pages_per_second_upper_estimate": 0.0037127657277305198
+      "required_token_positions_per_second": 9394.156657469299,
+      "required_pages_per_second_upper_estimate": 0.0037474695458230805
     },
     {
       "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": 18614.322252549733,
-      "required_pages_per_second_upper_estimate": 0.004306095852244695
+      "required_token_positions_per_second": 18788.313314938598,
+      "required_pages_per_second_upper_estimate": 0.004346345622390246
     },
     {
       "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": 27921.483378824603,
-      "required_pages_per_second_upper_estimate": 0.001700271845068682
+      "required_token_positions_per_second": 28182.469972407896,
+      "required_pages_per_second_upper_estimate": 0.0017161645593270726
     },
     {
       "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": 27921.483378824603,
-      "required_pages_per_second_upper_estimate": 0.002149473082114794
+      "required_token_positions_per_second": 28182.469972407896,
+      "required_pages_per_second_upper_estimate": 0.002169564552545966
     },
     {
       "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": 27921.483378824603,
-      "required_pages_per_second_upper_estimate": 0.3466913763714144
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28182.469972407896,
+      "required_pages_per_second_upper_estimate": 0.34993195639777863
     }
   ],
   "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": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.05750933145296244,
-    "producer_p95_seconds": 0.19648339900049905,
-    "gpu_update_seconds": 0.9902052704323006,
-    "producer_batches_per_second": 17.38848243815722,
-    "gpu_batches_per_second": 1.0098916152642,
-    "producer_headroom": 17.21816695508278,
+    "producer_batch_seconds": 0.436617182382804,
+    "producer_p95_seconds": 0.20555759799935913,
+    "gpu_update_seconds": 0.9810353750777995,
+    "producer_batches_per_second": 2.290335883124385,
+    "gpu_batches_per_second": 1.019331234534429,
+    "producer_headroom": 2.246900522155074,
     "sustainable": true,
-    "buffer_seconds": 60.40252149637033,
+    "buffer_seconds": 60.82419325482357,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 87,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 364979.9277124252,
-    "upload_bytes_per_second": 5332426.758426513,
+    "generation_bytes_per_second": 324846.8553079821,
+    "upload_bytes_per_second": 5277360.3763588965,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 78.31619618920867,
+    "estimated_full_shards_per_hour": 69.70457310132596,
     "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": [
@@ -502,6 +502,12 @@
       "bytes": 7239065,
       "pages": 29,
       "shards": 3
+    },
+    {
+      "seconds": 0.894821537000098,
+      "bytes": 1079304,
+      "pages": 31,
+      "shards": 1
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790606918076636751-3952f1c5/train.jsonl

@@ -94,3 +94,4 @@
 {"step": 204400, "loss": 0.5921995509415865, "lr": 0.0003, "grad_norm": 0.1338520833183724, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29916688221, "tokens_per_second": 146192.87678636564, "data_wait_s": 1.921399962157011e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 204500, "loss": 0.6185578256845474, "lr": 0.0003, "grad_norm": 0.15167859882647206, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29931197138, "tokens_per_second": 146159.02259195168, "data_wait_s": 1.7411999579053372e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 204600, "loss": 0.580900875851512, "lr": 0.0003, "grad_norm": 0.15509897919318952, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29945759516, "tokens_per_second": 147130.26887192292, "data_wait_s": 2.7001999114872888e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 204700, "loss": 0.69831408187747, "lr": 0.0003, "grad_norm": 0.1672200053949375, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29960488607, "tokens_per_second": 149677.4379534742, "data_wait_s": 1.9724000594578683e-05, "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 sha256:3eaf672cf5e0194e13428231bac0593681b1e1e999ad63b8f00f59170a04d907
+size 206394