{
  "title": "Multilayer Perceptron (MLP)",
  "network_type": "mlp",
  "environment": {
    "platform": "Linux-6.18.35-x86_64-with-glibc2.41",
    "machine": "x86_64",
    "python": "3.13.5",
    "torch": "2.10.0+cpu",
    "device": "cpu",
    "mps_available": false,
    "cuda_available": false,
    "seed": 42
  },
  "baseline": {
    "validation_accuracy": 0.65,
    "test_accuracy": 0.5875,
    "train_seconds": 0.12770342826843262
  },
  "optimized": {
    "validation_accuracy": 0.95,
    "test_accuracy": 0.9625,
    "train_seconds": 0.49875354766845703
  },
  "optimization_decision": "Increase representation capacity and train longer at a lower learning rate after the baseline underfit the nonlinear boundary.",
  "artifact": "baseline-vs-optimized.png"
}
