Teste final e análise (tarefas 63–74): resultados, gráficos e README

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

reports/test/summary-laya-cuda-r2.json

@@ -0,0 +1,61 @@
+{
+  "candidate": {
+    "name": "laya",
+    "model_id": "laya@1720e3e3357c",
+    "revision": "1720e3e3357cfe1e281542e223f8273b0890ca34",
+    "adapter_version": "0.2.0",
+    "device": "cuda",
+    "context_limit": 1024,
+    "probabilities_source": "native"
+  },
+  "precision": "float32",
+  "device": "cuda",
+  "split": "test",
+  "examples": 1744,
+  "seed": 20261007,
+  "warmup": 5,
+  "batch_size": 1,
+  "state_budget_tokens": 512,
+  "process_guard": "ok",
+  "repetition": 2,
+  "load_seconds": 10.79,
+  "warmup_latency_ms": [
+    264.9,
+    24.1,
+    23.2,
+    29.3,
+    22.9
+  ],
+  "latency_ms": {
+    "n": 1739,
+    "p50": 21.88983600001393,
+    "p95": 23.360822799998004,
+    "p99": 24.52618613999902,
+    "mean": 21.940323795859637
+  },
+  "errors": {},
+  "truncated": 0,
+  "with_diagnostics": 0,
+  "operational_env": {},
+  "state_tokens_max": 104,
+  "rss_peak_mib": 2795.09375,
+  "gpu_mem_peak_mib": 1811.0,
+  "gpu_util_mean_pct": 23.336734693877553,
+  "quality": {
+    "n": 1744,
+    "errors": 0,
+    "accuracy": 0.5676605504587156,
+    "macro_f1": 0.5902077449915867,
+    "macro_precision": 0.5865531568955725,
+    "macro_recall": 0.6342550712930707
+  },
+  "calibration_raw": {
+    "brier": 0.6835072642580573,
+    "nll": 2.224622951476565,
+    "ece": 0.27112323442274655
+  },
+  "oci": {
+    "region": "sa-saopaulo-1",
+    "run_id": "20261007T230521Z-laya-evaluate"
+  }
+}