@jinchenglee You might interested in look into the 
[test_vta_insn.py](https://github.com/apache/incubator-tvm/blob/master/vta/tests/python/unittest/test_vta_insn.py)
 for how relu is mapped to ALU, and look into 
[test_benchmark_topi_conv2d.py](https://github.com/apache/incubator-tvm/blob/master/vta/tests/python/integration/test_benchmark_topi_conv2d.py)
 for how a simple conv2d can be off-loaded onto VTA hardware.





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