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": 74255.28093640812,
-      "required_pages_per_second_upper_estimate": 0.006436259553278915
+      "required_token_positions_per_second": 75314.04190882544,
+      "required_pages_per_second_upper_estimate": 0.006528030270962897
     },
     {
       "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": 9281.910117051015,
-      "required_pages_per_second_upper_estimate": 0.0037026927226148933
+      "required_token_positions_per_second": 9414.25523860318,
+      "required_pages_per_second_upper_estimate": 0.003755487170337953
     },
     {
       "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": 18563.82023410203,
-      "required_pages_per_second_upper_estimate": 0.004294413099081987
+      "required_token_positions_per_second": 18828.51047720636,
+      "required_pages_per_second_upper_estimate": 0.004355644528434999
     },
     {
       "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": 27845.730351153044,
-      "required_pages_per_second_upper_estimate": 0.0016956588831289043
+      "required_token_positions_per_second": 28242.76571580954,
+      "required_pages_per_second_upper_estimate": 0.0017198362537529156
     },
     {
       "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": 27845.730351153044,
-      "required_pages_per_second_upper_estimate": 0.0021436414043468355
+      "required_token_positions_per_second": 28242.76571580954,
+      "required_pages_per_second_upper_estimate": 0.002174206285782325
     },
     {
       "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": 27845.730351153044,
-      "required_pages_per_second_upper_estimate": 0.34575077729680825
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28242.76571580954,
+      "required_pages_per_second_upper_estimate": 0.3506806277339551
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,36 +155,30 @@
   "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": 0.1390393619765291,
-    "producer_p95_seconds": 0.4389112680000835,
-    "gpu_update_seconds": 0.992899078291015,
-    "producer_batches_per_second": 7.192207917127868,
-    "gpu_batches_per_second": 1.0071517054091814,
-    "producer_headroom": 7.1411366117936,
+    "producer_batch_seconds": 0.1589884608906118,
+    "producer_p95_seconds": 0.4476383849978447,
+    "gpu_update_seconds": 0.9789409535243708,
+    "producer_batches_per_second": 6.289764643284559,
+    "gpu_batches_per_second": 1.0215120701609353,
+    "producer_headroom": 6.1573081973408605,
     "sustainable": true,
-    "buffer_seconds": 60.56684377575191,
+    "buffer_seconds": 60.69433911851099,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 84,
+    "upload_pages_per_commit": 87,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 327433.3187705911,
-    "upload_bytes_per_second": 5667045.8685436025,
+    "generation_bytes_per_second": 378010.75955980347,
+    "upload_bytes_per_second": 5555677.627573773,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 70.25956795061397,
+    "estimated_full_shards_per_hour": 81.11230936141565,
     "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": [
-    {
-      "seconds": 1.0627733270011959,
-      "bytes": 12238667,
-      "pages": 44,
-      "shards": 3
-    },
     {
       "seconds": 1.0165252450024127,
       "bytes": 7299775,
@@ -562,6 +556,12 @@
       "bytes": 5774998,
       "pages": 29,
       "shards": 2
+    },
+    {
+      "seconds": 0.8562071050037048,
+      "bytes": 2686484,
+      "pages": 37,
+      "shards": 3
     }
   ],
   "cache_key": {

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

@@ -417,3 +417,4 @@
 {"step": 236700, "loss": 0.6095123514533043, "lr": 0.0003, "grad_norm": 0.14309083128939812, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 34645759926, "tokens_per_second": 146735.131508522, "data_wait_s": 1.2876997061539441e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 236800, "loss": 0.6036998704075813, "lr": 0.0003, "grad_norm": 0.15617763721920008, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 34660451462, "tokens_per_second": 148662.44309618772, "data_wait_s": 1.107400021282956e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 236900, "loss": 0.6146441139280796, "lr": 0.0003, "grad_norm": 0.1577055018214105, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 34674944830, "tokens_per_second": 147353.71542987463, "data_wait_s": 1.2205004168208688e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 237000, "loss": 0.5927971564233303, "lr": 0.0003, "grad_norm": 0.1361256721305232, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 34689567793, "tokens_per_second": 147853.5303958649, "data_wait_s": 1.569400046719238e-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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-size 893871
+oid sha256:a0add15001f6e55e15ad4cf94c8b7b27daf72aff6ae863bd77a41e9778f8c828
+size 895989