Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 598315.063954628,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 76094.81188090185,
-      "required_pages_per_second_upper_estimate": 0.005264415650210166
+      "required_token_positions_per_second": 76688.64649368795,
+      "required_pages_per_second_upper_estimate": 0.005305498506608845
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 8533.957213384612,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9511.851485112731,
-      "required_pages_per_second_upper_estimate": 0.003982413586770716
+      "required_token_positions_per_second": 9586.080811710994,
+      "required_pages_per_second_upper_estimate": 0.004013491855732803
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 380144.35761751566,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 19023.702970225462,
-      "required_pages_per_second_upper_estimate": 0.00396213563991353
+      "required_token_positions_per_second": 19172.161623421987,
+      "required_pages_per_second_upper_estimate": 0.0039930556622564005
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 43742.16556775435,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28535.554455338195,
-      "required_pages_per_second_upper_estimate": 0.0017106629183287298
+      "required_token_positions_per_second": 28758.242435132983,
+      "required_pages_per_second_upper_estimate": 0.0017240127226925703
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 22018.86276523721,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28535.554455338195,
-      "required_pages_per_second_upper_estimate": 0.0022185138442632917
+      "required_token_positions_per_second": 28758.242435132983,
+      "required_pages_per_second_upper_estimate": 0.00223582685519143
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.04061180899998362,
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28535.554455338195,
-      "required_pages_per_second_upper_estimate": 0.36602345346183596
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28758.242435132983,
+      "required_pages_per_second_upper_estimate": 0.3688798557629197
     }
   ],
   "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": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.06918832139070474,
-    "producer_p95_seconds": 0.15884580600049958,
-    "gpu_update_seconds": 0.968896540744378,
-    "producer_batches_per_second": 14.453306279148249,
-    "gpu_batches_per_second": 1.0321019406589336,
-    "producer_headroom": 14.003758456185736,
+    "producer_batch_seconds": 0.08207572939064534,
+    "producer_p95_seconds": 0.1666363790000105,
+    "gpu_update_seconds": 0.9613939399239282,
+    "producer_batches_per_second": 12.18386979225525,
+    "gpu_batches_per_second": 1.0401563380762797,
+    "producer_headroom": 11.713498583096406,
     "sustainable": true,
-    "buffer_seconds": 60.07158552615144,
+    "buffer_seconds": 60.567818215207474,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
+    "upload_pages_per_commit": 78,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 422878.4960942061,
+    "generation_bytes_per_second": 418626.0552944549,
     "upload_bytes_per_second": 1309768.3181612596,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 90.73988115424764,
+    "estimated_full_shards_per_hour": 89.82740635037646,
     "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-v1/1791083219122319327-61ae60ac/train.jsonl

@@ -42,3 +42,4 @@
 {"step": 649200, "loss": 0.4521869719028473, "lr": 0.0001, "grad_norm": 0.21298838570299822, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 95026242892, "tokens_per_second": 151542.40936257635, "data_wait_s": 1.3130000297678635e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 649300, "loss": 0.5155933499336243, "lr": 0.0001, "grad_norm": 0.16678892690074087, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 95040929247, "tokens_per_second": 151799.1673511, "data_wait_s": 1.3793000107398257e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 649400, "loss": 0.5353020429611206, "lr": 0.0001, "grad_norm": 0.19023563998215592, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 95055694777, "tokens_per_second": 153860.38491552442, "data_wait_s": 1.1023000297427643e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 649500, "loss": 0.5365878939628601, "lr": 0.0001, "grad_norm": 0.19241890259132047, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 95070355589, "tokens_per_second": 153102.34730799394, "data_wait_s": 8.099000297079328e-06, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791083219.1a73f132-ede3-4b51-9e4f-0cafff989449-8p4r7.435.0.1791083219122319327-61ae60ac

@@ -1,3 +1,3 @@
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-size 93357
+oid sha256:fdd43b27329ccddbd4d79019e1a1b3df9bcfd50b884a2f935a39038d49949e62
+size 95475