{
  "model": "MarioStudent",
  "architecture": "MobileNetV3-Large (ImageNet init) + heads: move (11), survival (11), tile grid 13x12, enemy grid 13x12",
  "parameters": 9035296,
  "input": {
    "name": "crop",
    "shape": [
      1,
      6,
      120,
      96
    ],
    "dtype": "float16",
    "range": [
      0,
      1
    ],
    "layout": "RGB now, then RGB 4 frames earlier; screen from 32 px behind Mario to 160 px ahead, every 2nd pixel"
  },
  "output": {
    "name": "logits",
    "meaning": "11 move logits (order in `moves`) then 11 survival logits"
  },
  "moves": [
    "run",
    "walk",
    "hold",
    "jump",
    "hop",
    "up",
    "left",
    "leftjump",
    "wait",
    "swim",
    "down"
  ],
  "macro_frames": 8,
  "coreml": "MarioStudent.mlpackage (fp16, 185/185 ops on the Neural Engine)",
  "pytorch": "mario-student.pt (model-lab mario-tiny student_retro.py, arch retro-aux, view half2)"
}