Tensorflow Lite vs PyTorch Mobile vs TVM Runtime vs ONNX Runtime vs TensorRT
Created: 26 Apr 2023, 05:39 PM | Modified: =dateformat(this.file.mtime,"dd MMM yyyy, hh:mm a")
Tags: knowledge, tools
This is the PyTorch equivalent to TF Lite. It is certainly a very promising tool for deploying PyTorch models at the edge. However, the library is still immature (beta stage), and not as complete as its TensorFlow counterpart, especially in the embedded devices field. Porting torch models to TensorFlow via ONNX and using TF Lite may still be a better alternative. However, with time, PyTorch Mobile may grow stronger.
TensorFlow used to be the undisputed king when it came to deployment, but PyTorch is slowly but surely catching up. However, TensorFlow still wins this round.