What's new in SqueezeNet v1.1?
| SqueezeNet v1.0 | SqueezeNet v1.1 | |
|---|---|---|
| conv1: | 96 filters of resolution 7x7 | 64 filters of resolution 3x3 |
| pooling layers: | pool_{1,4,8} | pool_{1,3,5} |
| computation | 1.72 GFLOPS/image | 0.72 GFLOPS/image: 2.4x less computation |
| ImageNet accuracy | >= 80.3% top-5 | >= 80.3% top-5 |
SqueezeNet v1.1 has 2.4x less computation than v1.0, without sacrificing accuracy.