{
  "title": "Autoencoder",
  "network_type": "ae",
  "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_mse": 1.9758219718933105,
    "test_mse": 1.8184534311294556,
    "train_seconds": 0.11242794990539551
  },
  "optimized": {
    "validation_mse": 0.044669199734926224,
    "test_mse": 0.03430657461285591,
    "train_seconds": 0.32705116271972656
  },
  "optimization_decision": "Increase bottleneck capacity and reduce the learning rate after reconstruction error showed the baseline was compressing too aggressively.",
  "artifact": "baseline-vs-optimized.png"
}
