I believe ONNX is an exchange format to port DL models from one frame work to another. TVM is more like a DL compiler. It compiles the DL model based on different frameworks for different target hardwares. During compilation it also tries to optimize using scheduling and various other techniques. There are many other features associated with TVM like autoTVM, uTVM etc.
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