new reports

reports/pilot/summary-rizzo_flow-cuda.json

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+{
+  "candidate": {
+    "name": "rizzo_flow",
+    "model_id": "rizzo_flow@55633c8cbd2b",
+    "revision": "55633c8cbd2b826bd3eefdeb05310450996649df",
+    "adapter_version": "0.1.0",
+    "device": "cuda",
+    "context_limit": 2048,
+    "probabilities_source": "native"
+  },
+  "precision": "gguf-q8_0",
+  "device": "cuda",
+  "split": "dev",
+  "examples": 50,
+  "seed": 20261007,
+  "warmup": 5,
+  "batch_size": 1,
+  "state_budget_tokens": 512,
+  "process_guard": "ok",
+  "load_seconds": 5.34,
+  "warmup_latency_ms": [
+    132.8,
+    103.2,
+    80.3,
+    75.0,
+    101.8
+  ],
+  "latency_ms": {
+    "n": 45,
+    "p50": 108.08683399997676,
+    "p95": 174.65078400000493,
+    "p99": 182.52244964000855,
+    "mean": 121.8410705555527
+  },
+  "errors": {},
+  "truncated": 0,
+  "state_tokens_max": 118,
+  "rss_peak_mib": 4527.43359375,
+  "gpu_mem_peak_mib": 5107.0,
+  "gpu_util_mean_pct": 40.13636363636363,
+  "quality": {
+    "n": 50,
+    "errors": 0,
+    "accuracy": 0.82,
+    "macro_f1": 0.8428571428571429,
+    "macro_precision": 0.8373015873015872,
+    "macro_recall": 0.8839285714285714
+  },
+  "calibration_raw": {
+    "brier": 0.23497548126089615,
+    "nll": 0.44902628720146837,
+    "ece": 0.10324444394049462
+  },
+  "oci": {
+    "region": "sa-saopaulo-1",
+    "run_id": "20261007T180058Z-rizzo_flow-evaluate"
+  }
+}