Batch Size Increase

[WilliamJudge94]

Batch Size Increase

[Julian-Wyatt]

I may struggle to debug this myself as I no longer have access to a GPU to train this on. But I'll have a short look and get back to you - there's a chance I just wrote a section to just not work with a batch size larger than 1 as I never needed to increase it. (Which is an awful oversight on my part)

[Julian-Wyatt]

simplex_tensor = torch.from_numpy(
            Simplex_instance.rand_3d_fixed_T_octaves(
                x.shape[-2:], t.detach().cpu().numpy()[0:1], octave,
                persistence, frequency
            )).to(x.device)
   
simplex_tensor = simplex_tensor.view(1, *simplex_tensor.shape) #(or simplex_tensor.unsqueeze(0))

noise[:, i, ...] = simplex_tensor

Can't promise it'll fully work as I can't train it on my machine but the error's no longer there - try updating the generate_simplex_noise method to the above

noticeably, the time value isn't dependent on anything but the inner method needs a single time instance and not a batch wise instance.
Also the repeat method has been removed