ai-techsystem dnncompiler
ai-techsystems/dnnCompiler
Here are few of many ways. See more examples in tutorial dir. Main components of deepC have been designed to represent and optimize the common deep learning networks in high level graph IR and to transform the computation graph to minimize memory utilization, optimize data layout and fuse computation patterns for different hardware backends. We acknowledge the efforts predecessor projects like LLVM, ONNX etc. to make this project a reality. In fact, there are around 30 billion microcontroller-powered devices produced each year.