{
  "metadata": {
    "experiment": "Quantum Krump Machine Learning Model (QKMLM)",
    "timestamp": "2026-10-18T09:55:00Z",
    "modal_app": "qkmlm-training",
    "cloud_provider": "Modal Cloud (modal.com)",
    "runtime_environment": "Debian Slim (Python 3.11, PyTorch 2.x)",
    "total_execution_time_sec": 42.415
  },
  "model_architecture": {
    "name": "QKMLM-v1",
    "qubits": 4,
    "variational_layers": 3,
    "entanglement_topology": "Ring-CX + DisCoPy Frobenius Monoidal Cross-Swap",
    "classical_encoder": "Linear(8, 8) + pi*tanh scaling",
    "decoder_heads": {
      "foundation_classifier": "Linear(8, 32) -> GELU -> Linear(32, 5)",
      "phenotype_predictor": "Linear(8, 32) -> GELU -> Linear(32, 5)",
      "energy_resonance_regressor": "Linear(8, 16) -> GELU -> Linear(16, 1) -> Sigmoid"
    },
    "total_trainable_parameters": 1175,
    "quantum_circuit_parameters": 36
  },
  "dataset": {
    "n_total": 2500,
    "n_train": 2000,
    "n_test": 500,
    "foundation_distribution": {
      "STOMP": 473,
      "JAB": 513,
      "CHEST POP": 522,
      "ARM SWING": 507,
      "KILL-OFF": 485
    },
    "phenotype_distribution": {
      "Brawler": 498,
      "Flash": 470,
      "BigHomie": 510,
      "Flow": 534,
      "Hype": 488
    },
    "biophysical_features": [
      "LMA_Weight",
      "LMA_Time",
      "LMA_Space",
      "LMA_Flow",
      "GRF_Peak_Fz_BW",
      "Thoracic_Jerk_k_m_s3",
      "BPM_Phase_Frac",
      "CHRNA1_Motor_Sync"
    ]
  },
  "training_performance": {
    "epochs": 60,
    "initial_loss": 2.2348,
    "final_train_loss": 0.2643,
    "convergence_status": "CONVERGED"
  },
  "test_benchmark_metrics": {
    "foundation_classification_accuracy": 0.986,
    "phenotype_prediction_accuracy": 0.894,
    "energy_resonance_rmse": 0.0326,
    "inference_latency_p50_ms": 4.962,
    "inference_latency_p99_ms": 5.541,
    "status": "PASS"
  },
  "confusion_matrices": {
    "foundation": [
      [
        85,
        0,
        0,
        2,
        0
      ],
      [
        1,
        103,
        1,
        0,
        0
      ],
      [
        0,
        3,
        104,
        0,
        0
      ],
      [
        0,
        0,
        0,
        113,
        0
      ],
      [
        0,
        0,
        0,
        0,
        88
      ]
    ],
    "phenotype": [
      [
        110,
        0,
        2,
        0,
        16
      ],
      [
        0,
        80,
        2,
        0,
        2
      ],
      [
        1,
        3,
        80,
        0,
        10
      ],
      [
        0,
        0,
        0,
        103,
        0
      ],
      [
        9,
        0,
        8,
        0,
        74
      ]
    ]
  },
  "hardware_compilation_and_compression": {
    "target_qpu": "Quantinuum Nexus Helios-1E-Lite",
    "openqasm_version": "2.0",
    "raw_circuit_depth": 43,
    "haiqu_compressed_depth": 6,
    "depth_reduction_pct": 86.05,
    "projected_readout_fidelity": 0.9976
  },
  "audit_gate_G_QKMLM": {
    "verdict": "VERIFIED (PASS)",
    "epistemic_standard": "Strictly empirical kinesthetic classification; zero claims of biological quantum brain coherence",
    "reproducibility": "Deterministic seed 20261018 verified on Modal Cloud container"
  }
}