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": 75019.64347294997,
-      "required_pages_per_second_upper_estimate": 0.006502512560687225
+      "required_token_positions_per_second": 74495.74620296824,
+      "required_pages_per_second_upper_estimate": 0.0064571024731307
     },
     {
       "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": 9377.455434118747,
-      "required_pages_per_second_upper_estimate": 0.0037408071781230043
+      "required_token_positions_per_second": 9311.96827537103,
+      "required_pages_per_second_upper_estimate": 0.003714683371378263
     },
     {
       "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": 18754.910868237494,
-      "required_pages_per_second_upper_estimate": 0.004338618554208929
+      "required_token_positions_per_second": 18623.93655074206,
+      "required_pages_per_second_upper_estimate": 0.004308319950925621
     },
     {
       "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": 28132.366302356244,
-      "required_pages_per_second_upper_estimate": 0.0017131135086945679
+      "required_token_positions_per_second": 27935.90482611309,
+      "required_pages_per_second_upper_estimate": 0.0017011500355450645
     },
     {
       "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": 28132.366302356244,
-      "required_pages_per_second_upper_estimate": 0.0021657074333295543
+      "required_token_positions_per_second": 27935.90482611309,
+      "required_pages_per_second_upper_estimate": 0.0021505832850481827
     },
     {
       "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": 22,
-      "required_token_positions_per_second": 28132.366302356244,
-      "required_pages_per_second_upper_estimate": 0.3493098365019338
+      "estimated_pages_for_buffer": 21,
+      "required_token_positions_per_second": 27935.90482611309,
+      "required_pages_per_second_upper_estimate": 0.34687044248125815
     }
   ],
   "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": 62,
+    "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.07338217869525465,
-    "producer_p95_seconds": 0.18200494199936657,
-    "gpu_update_seconds": 0.9827825964886688,
-    "producer_batches_per_second": 13.627286866922448,
-    "gpu_batches_per_second": 1.0175190358201767,
-    "producer_headroom": 13.392660370169981,
+    "producer_batch_seconds": 0.3532112578437534,
+    "producer_p95_seconds": 0.1912103759996171,
+    "gpu_update_seconds": 0.9896940933932461,
+    "producer_batches_per_second": 2.8311668379561112,
+    "gpu_batches_per_second": 1.0104132243241133,
+    "producer_headroom": 2.801989096935997,
     "sustainable": true,
-    "buffer_seconds": 60.93252098229747,
+    "buffer_seconds": 60.37133969698801,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 85,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 346603.8917325122,
-    "upload_bytes_per_second": 5024300.236516986,
+    "generation_bytes_per_second": 319955.3190280784,
+    "upload_bytes_per_second": 5068902.6307668965,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 74.37312664014364,
+    "estimated_full_shards_per_hour": 68.65496328479541,
     "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": [
@@ -328,6 +328,12 @@
       "bytes": 2541534,
       "pages": 36,
       "shards": 2
+    },
+    {
+      "seconds": 1.7366310759998669,
+      "bytes": 10198556,
+      "pages": 30,
+      "shards": 3
     }
   ],
   "cache_key": {

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

@@ -58,3 +58,4 @@
 {"step": 200800, "loss": 0.6274865567684174, "lr": 0.0003, "grad_norm": 0.1455793425619623, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29389442497, "tokens_per_second": 148080.94717561323, "data_wait_s": 2.1547999494941905e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 200900, "loss": 0.6346792597323656, "lr": 0.0003, "grad_norm": 0.14223663652453836, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29403971035, "tokens_per_second": 147685.32224357466, "data_wait_s": 2.1210999875620473e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 201000, "loss": 0.5869835671037436, "lr": 0.0003, "grad_norm": 0.1414334957624636, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29418521976, "tokens_per_second": 145139.11236632828, "data_wait_s": 1.3099000170768704e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 201100, "loss": 0.6412553377449512, "lr": 0.0003, "grad_norm": 0.15963036641565348, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 29433097753, "tokens_per_second": 148173.20644179365, "data_wait_s": 1.4231000022846274e-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 128028
+oid sha256:f718f50a18f00d24d479fc3fdaf86e804a4754f8b7bccfb412c39f15e20d7cf5
+size 130146