File size: 921 Bytes
f0ec44f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | {
"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)"
} |