{
  "schema_version": 1,
  "created_utc": "2026-07-28T02:36:27.566499+00:00",
  "status": "adaptive_release_candidate_qualified",
  "scope": "single-machine batch-1 Qwen3.6 output-projection offload",
  "model": {
    "name": "Qwen3.6-35B-A3B Q5_K_M",
    "base_model": "Qwen/Qwen3.6-35B-A3B",
    "gguf_source": "bartowski/Qwen_Qwen3.6-35B-A3B-GGUF",
    "gguf_sha256": "EC438D1326EB11D8BB94785C54739CD4B60B01AE32BD8532E232A046B19D296D"
  },
  "platform": {
    "os": "Windows 11 ARM64",
    "soc_class": "Snapdragon X2 Elite Extreme",
    "transformer_accelerator": "Adreno X2-90 OpenCL GPU",
    "output_projection_accelerator": "Hexagon v81 NPU via QNNExecutionProvider",
    "power": "AC connected; battery status 2; 95-97%; ASUS Performance mode"
  },
  "runtime": {
    "strategy": "full W8A16 NPU projection with conditional W16A16 shard refinement",
    "primary_shards": 2,
    "refinement_shards": 8,
    "refine_margin": 0.15,
    "cpu_fallback_allowed_for_npu_graphs": false,
    "libllama_sha256": "D15D0734E9D1718E6D3D85F02B06DF7E39CA72B0EF8284ED591F9F0611FFBDF9"
  },
  "release_candidate": {
    "tokens_per_second": 24.257476,
    "samples_tokens_per_second": [24.1019, 24.2887, 24.3818],
    "gain_vs_faster_trailing_control_percent": 2.8240472907580028,
    "gain_vs_two_control_mean_percent": 7.851746040687679,
    "component_quality": {
      "samples": 33,
      "global_top1_matches": 33,
      "global_top1_match_rate": 1.0,
      "top5_overlap_mean": 1.0,
      "top10_overlap_mean": 0.9878787878787879,
      "cosine": 0.9999566447246216,
      "nrmse": 0.00933828799354565,
      "rmse": 0.019982964555496554,
      "mae": 0.015304419790575721,
      "max_abs": 0.2505837678909302,
      "kl_divergence_mean": 0.00019464064398776732,
      "kl_divergence_max": 0.0005660149465664289
    },
    "component_latency_ms": {
      "warmup": 5,
      "iterations": 100,
      "median": 6.8199000000000005,
      "p95": 9.73378,
      "mean": 7.425287,
      "minimum": 6.4286,
      "maximum": 12.72
    },
    "behavioral_parity": {
      "status": "exact_text_parity",
      "exact_text_match": true,
      "generated_tokens": 192
    },
    "live_execution": {
      "refined_decode_calls": 59,
      "total_decode_calls": 193,
      "refined_parts_total": 64,
      "npu_head_median_ms": 4.551
    }
  },
  "alternatives": {
    "static_split_quality": {
      "tokens_per_second": 23.81049,
      "global_top1_matches": 33,
      "samples": 33,
      "cosine": 0.9999746411320438,
      "nrmse": 0.007150120560477397,
      "status": "component_gate_passed"
    },
    "full_w16_maximum_precision": {
      "live_benchmark_pending": true,
      "global_top1_matches": 33,
      "samples": 33,
      "cosine": 0.9999999659656381,
      "nrmse": 0.000262637965804305,
      "kl_divergence_mean": 1.0580494337893319e-7,
      "status": "component_gate_passed"
    },
    "full_w8_performance_only": {
      "tokens_per_second": 25.580063,
      "global_top1_matches": 32,
      "samples": 33,
      "status": "rejected",
      "reason": "one captured near-tie changed top-1 under W8"
    }
  },
  "controls": {
    "control_a_tokens_per_second": 21.391753,
    "control_b_tokens_per_second": 23.591248,
    "two_control_mean_tokens_per_second": 22.4915005,
    "warning": "control drift was material; use the faster trailing control for the conservative comparison"
  },
  "limitations": [
    "one physical machine",
    "33 calibration states",
    "one 192-token deterministic behavioral comparison",
    "no task-level UMoX benchmark suite yet",
    "no energy or long-duration thermal measurement in final qualification",
    "only the output projection is offloaded to NPU"
  ]
}