What frameworks support ONNX?

What frameworks support ONNX?

ONNX is supported by several frameworks including PyTorch, TensorFlow, and Scikit-learn. Would you like to know more about any specific framework?

Can you tell me how to convert a PyTorch model to ONNX?

Sure! You can use the torch.onnx.export function in PyTorch to convert your model. Do you need a code example?

Yes, please provide a code example.

Here's a simple example:

import torch
import torchvision.models as models

model = models.resnet18(pretrained=True)
model.eval()

dummy_input = torch.randn(1, 3, 224, 224)
torch.onnx.export(model, dummy_input, 'model.onnx')

This will export the ResNet model to ONNX format.

What are the benefits of using ONNX?

ONNX allows for interoperability between different AI frameworks, making it easier to deploy models across various platforms.