Ensure everything is on gpu and other stuff #4
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torch.tensor(list(range(mod_index_length)))was on the cpu and breaks cuda graph.Removed putting timesteps and guidance in
torch.tensorto avoid warnings.Removed
.repeat(img.shape[0], 1, 1)which doesn't seem to do anything.Replaced
.repeat(1, mod_index_length, 1)with.expand(1, mod_index_length, 32)because apparently expand does the same thing without copying memory.