UPDATES LOG

2022.11.02

Add "ADD" OPS, now support resnet/mbnet v2 experimental~

2022.08.30

take time to optimize O0&O1. now new O0 almost as fast as old O1~
fast RVV fp16 model in 97ms now!!!

2022.08.29

too busy recently... Slightly optimize for O1.
prepare add kws example.

2022.08.22

Add auto test script.
Add experimental FP8 1.4.3/1.5.2 model, run simple mnist model successed.
Rename arch_O0 to arch_cpu, Move O1,O2 to TM_OPT_LEVEL setting, start write tm_layer_O1.c

2022.08.17

Add Support for RV64V's FP16 model, use RVV1.0 inntrinsic
Optimize reduce sum with RVV's vfredosum_vs_f32m1_f32m1
speed up TM_ARCH_RV64V infer mbnet v1 0.25:

tested infer time duty: sbuf:dot:sum ~ 9:5:2
need opt sbuf time

2022.08.08

First commit to github, support INT8/FP32 model, support arch:

arch_O0, 
arch_ARM_SIMD, arch_ARM_NEON,arch_ARM_MVEI,
arch_RV32P, arch_RV64V  

support OPS:

Conv2D,DWConv2D,(with relu/relu6,stride)
FC,GAP,SOFTMAX

support demos:

layer_test
mnist
mnist port for Arduino ATmega328
mbnet(mobilenet v1)