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nihui avatar nihui commented on May 12, 2024

纯C版本只是当成参考实现,目前只做了 arm neon 优化,其他架构还没有。。

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YAMLONG avatar YAMLONG commented on May 12, 2024

但是SIMD优化是基于纯C实现的,SIMD的优化倍数是有限的,C的效率不高SIMD并行优化之后效率本身也是有限的,同时我在ARM V7的单核CPU上编译测试了TensorFlow和NCNN,均开了neon优化,squeezenet demo的性能差距也是蛮大的

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YAMLONG avatar YAMLONG commented on May 12, 2024

能否提供一下你们在ARM参考平台上TensorFlow和NCNN测试的性能对比数据?? 谢谢!

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whtc123 avatar whtc123 commented on May 12, 2024

我测试了海思安防芯片,HI3536平台(4核A17 1.4Ghz),开一个核心450ms。已经不错了

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nihui avatar nihui commented on May 12, 2024

纯C实现是没有优化的,速度可能比 arm 优化版本慢10倍以上。。

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