51 lines
1.2 KiB
Markdown
51 lines
1.2 KiB
Markdown
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# UPDATES LOG
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## 2022.11.02
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Add "ADD" OPS, now support resnet/mbnet v2 experimental~
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## 2022.08.30
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take time to optimize O0&O1. now new O0 almost as fast as old O1~
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fast RVV fp16 model in 97ms now!!!
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## 2022.08.29
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too busy recently... Slightly optimize for O1.
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prepare add kws example.
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## 2022.08.22
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Add auto test script.
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Add experimental FP8 1.4.3/1.5.2 model, run simple mnist model successed.
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Rename arch_O0 to arch_cpu, Move O1,O2 to TM_OPT_LEVEL setting, start write tm_layer_O1.c
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## 2022.08.17
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Add Support for RV64V's FP16 model, use RVV1.0 inntrinsic
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Optimize reduce sum with RVV's vfredosum_vs_f32m1_f32m1
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speed up TM_ARCH_RV64V infer mbnet v1 0.25:
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|model type|before|after|speedup|
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|--|--|--|--|
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|INT8| 212ms| 178ms|19%|
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|FP32| 190ms| 182ms|4%|
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|FP16| 178ms| 161ms|11%|
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tested infer time duty: sbuf:dot:sum ~ 9:5:2
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need opt sbuf time
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## 2022.08.08
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First commit to github, support INT8/FP32 model,
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support arch:
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```
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arch_O0,
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arch_ARM_SIMD, arch_ARM_NEON,arch_ARM_MVEI,
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arch_RV32P, arch_RV64V
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```
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support OPS:
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```
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Conv2D,DWConv2D,(with relu/relu6,stride)
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FC,GAP,SOFTMAX
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```
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support demos:
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```
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layer_test
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mnist
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mnist port for Arduino ATmega328
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mbnet(mobilenet v1)
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```
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