Image Classification on ImageNet InceptionV3
19.6Model Size (MB)HAWQ-V3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HAWQ-V3Bits(W,A)=4/8,4/82026.02 | 19.6 | 74.65 | |
| SigmaQuantBits(W,A)=mix,82026.02 | 19.63 | 74.73 | |
| Integer OnlyBits(W,A)=7, 72026.02 | 20.1 | 73.7 | |
| Integer OnlyBits(W,A)=8, 82026.02 | 22.7 | 74.2 | |
| RVQuantBits(W,A)=8,82026.02 | 22.7 | 74.22 | |
| BaselineBits(W,A)=32,322026.02 | 90.9 | 78.88 |