[Apache TVM Discuss] [Questions] Difference with ONNX

2020-11-15 Thread Sky via Apache TVM Discuss
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 techniq

[Apache TVM Discuss] [Questions] Difference with ONNX

2020-11-09 Thread Jhagege via Apache TVM Discuss
Hi, just learned about TVM and seems like a very interesting project. Does it have similar design goals to ONNX ? i.e: Portability and efficient inference on different target hardwares ? Would be glad to understand if they are located on different layers in the Inference stack, and how their p