File size: 1,192 Bytes
9ade7a4 | 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 41 42 43 | {
"model": "PocketDiffusion",
"parameters": 55608,
"diffusion_steps": 50,
"epochs": 300,
"guidance_search": {
"1.0": 0.460999995470047,
"1.5": 0.7149999737739563,
"2.0": 0.8560000061988831,
"2.5": 0.9359999895095825,
"3.0": 0.9620000123977661
},
"generation": {
"judge_accuracy": 0.9620000123977661,
"judge_accuracy_by_class": {
"0": 1.0,
"1": 0.9200000166893005,
"2": 0.9900000095367432,
"3": 0.9800000190734863,
"4": 0.9599999785423279,
"5": 0.9800000190734863,
"6": 1.0,
"7": 0.9900000095367432,
"8": 0.8299999833106995,
"9": 0.9700000286102295
},
"mean_pixel_variance_by_class": {
"0": 0.020940322428941727,
"1": 0.03187673166394234,
"2": 0.03836727514863014,
"3": 0.03142565116286278,
"4": 0.04158321022987366,
"5": 0.034002821892499924,
"6": 0.022990796715021133,
"7": 0.036991652101278305,
"8": 0.04558330774307251,
"9": 0.03457583114504814
},
"samples": 1000,
"guidance": 3.0
},
"judge": "Tiny Vision labels-only student, 98.52% real-image test accuracy"
} |