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dritoto
78a39616c2
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3 years ago | |
|---|---|---|
| examples | 3 years ago | |
| hardware | 3 years ago | |
| models | 3 years ago | |
| patch | 3 years ago | |
| tvm @ 760e9b2b04 | 3 years ago | |
| varecc | 3 years ago | |
| .gitignore | 3 years ago | |
| .gitmodules | 3 years ago | |
| Makefile | 3 years ago | |
| README.md | 3 years ago | |
| setup.sh | 3 years ago | |
README.md
Varec-CC
Deep Learning Accelerator Stack
Introduction
- varecc/ includes varec compiler, runtime driver source files.
- examples/ includes some end-to-end examples
- models/ includes pre-built YOLO models
- hardware/ includes pre-built hardware bitstreams
- patch/ includes some patches of tvm.
Installation
- Check TVM for dependencies.
- Run make to clone tvm and build.
- Set environment variables in setup.sh and run source setup.sh.
Examples
Simulation
- Set "TARGET" to "sim" in "varecc/config/varec_config.json"
- Remake libvarec.so by "cd tvm/build && make varec"
- In examples directory, run "python3 yolo.py"
On-board (Pynq images)
- Copy varecc/ and tvm/(without build/) to Pynq (/home/xilinx/)
- (On Pynq)Set "TARGET" to "pynq" in "varecc/config/varec_config.json"
- Add varecc/VAREC.cmake into tvm/CMakeLists.txt
- In tvm directory, "mkdir build && cp cmake/config.cmake build/ && cd build && make runtime varec"
- Change to varecc directory, run "sudo ./scripts/start_rpc.sh" to start RPC
- (On the host)Set "TARGET" to "pynq" in "varecc/config/varec_config.json"
- In examples directory, run "python3 yolo.py"
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Python C++ C CMake INI other
