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daquexian
a71711e9cd
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4 years ago | |
|---|---|---|
| .. | ||
| CMakeLists.txt | 4 years ago | |
| bconv_test.cpp | 5 years ago | |
| bgemm_test.cpp | 5 years ago | |
| bitpack_test.cpp | 4 years ago | |
| fconv_test.cpp | 5 years ago | |
| im2col_test.cpp | 5 years ago | |
| net_test.cpp | 4 years ago | |
我们推出了 dabnn，一个用 ARM 汇编重写了卷积，高度优化的二值网络 inference 框架。实验显示 dabnn 相对于现有的二值网络和浮点网络 inference 框架均能带来极大的加速。在运行单个二值卷积时，我们的速度是 BMXNet （除 dabnn 外唯一一个二值网络 inference 框架） 的 800%~2400%，在运行二值化的 ResNet-18 时，我们的速度是 BMXNet 的约 700%。
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