Chapter 6 - audionet.save fails

[PCJimmmy]

the cell with

audionet.save("audionet.pth")

fails with error message
AttributeError: 'AudioNet' object has no attribute 'save'

So of course later attempts to load this pth also fail.

Running the code on Ubuntu 19.10 and an Ananconda python setup

[PCJimmmy]

Also have a Windows 10 machine - but getting torchaudio even installed seems like a huge task not worth the effort. Not sure if your early section suggests that Windows 10 might be a no go?

[falloutdurham]

Ah, that's my fault. I added a helper method that automatically does the saving and loading of state dicts and did not expand it when I brought the code across here. You should instead do:

torch.save(audionet.state_dict(), "audionet.pth")

And later:

audionet.load_state_dict(torch.load("audionet.pth"))

I'll update the code here and in the book this weekend. As for Windows 10, it is probably going to be a slog, yes - especially if you try to use things like sox. I'd recommend using Google's Colab rather than trying to run things directly on the box