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sipeed / TinyMaix

TinyMaix is a tiny inference library for microcontrollers (TinyML).
Apache License 2.0
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add Xradio XR806 and RP2040 port #24

Closed YuzukiTsuru closed 1 year ago

YuzukiTsuru commented 1 year ago

XR806 TM_MDL_INT8 (ms)

config mnist (SRAM) cifar vww96 (Flash XIP) 32K Cache mbnet128 (Flash XIP) 32K Cache mbnet128 (Flash XIP) no Cache
O0 CPU 2 134 459 844 42530
O1 CPU 1 104 453 712 35576

RP2040 TM_MDL_INT8 (ms)

config mnist cifar vww96 mbnet128
O0 CPU@133MHz 6.095 503.308 1631.352 2938.584
O1 CPU@133MHz 5.634 461.047 1763.563 2759.845
O0 CPU@280MHz 2.745 221.211 715.827 1292.433
O1 CPU@280MHz 1.975 200.302 772.447 1210.660