TVM Benchmark

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Jia Guo edited this page Dec 13, 2018 · 10 revisions

	MobileFacenet@TVM	MobileFacenet@NCNN
Macbook r2015 2.2G@4 Threads	6.4ms	No SIMD optimization on x86
Firefly Rk 3399@1xA72	69.24ms	72ms
Firefly Rk 3399@Mali GPU[fp32]	70.32ms	[x]
Firefly Rk 3399@Mali GPU[fp16]	45.20ms	[x]
Raspberry Pi 3b@1xA53	308.24ms	163.41ms

Tips: Now, MXNet PReLu layer will cause compile error when use TVM on arm devices.