HydraNFC is an open source NFC (13.56MHz) Shield hardware for researcher, hackers, students, embedded software developers or anyone interested in debugging/hacking/developing/penetration testing NFC hardware.
This project contains a code generator that produces static C NN inference deployment code targeting tiny micro-controllers (TinyML) as replacement for other µTVM runtimes. This tools generates a runtime, which statically executes the compiled model. This reduces the overhead in terms of code size and execution time compared to having a dynamic …
VTA (versatile tensor accelerator) is an open-source deep learning accelerator complemented with an end-to-end TVM-based compiler stack.
The key features of VTA include:
Generic, modular, open-source hardware
Streamlined workflow to deploy to FPGAs.
Simulator support to prototype compilation passes on regular workstations.
Driver and JIT runtime for both simulator and FPGA hardware back-end.
End-to-end TVM stack integration
Direct optimization and deployment of models from deep learning frameworks via TVM.
Customized and extensible TVM compiler back-end.
Flexible RPC support to ease deployment, and program FPGAs with the convenience of Python.
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