- 实现基本Tensor类-cpu版本 Finnished
- 实现读取PNNX格式数据 Finnished
- 实现计算图类 Finnished
- 实现基本算子 Finnished
- 激活函数类:
- relu
- sigmoid
- 普通算子:
- convolution (im2col)
- linear
- maxpooling
- adaptive_avgpooling
- flatten
- softmax
- PNNX算子:
- expression
- 激活函数类:
- 完成ResNet推理 Finnished
- 完成Yolo推理 TODO
- 性能调优 TODO
- Tilling技术、Simd指令集
-
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旨在学习CPU上实现深度学习推理框架,以及常用加速方法,参考KuiperInfer
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