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Option to use CPU for random number generation.
Makes a given manual seed generate the same images across different platforms, independently of the GPU architecture in use. Fixes #9613.
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@@ -92,14 +92,18 @@ def cond_cast_float(input):
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def randn(seed, shape):
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from modules.shared import opts
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torch.manual_seed(seed)
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if device.type == 'mps':
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if opts.use_cpu_randn or device.type == 'mps':
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return torch.randn(shape, device=cpu).to(device)
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return torch.randn(shape, device=device)
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def randn_without_seed(shape):
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if device.type == 'mps':
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from modules.shared import opts
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if opts.use_cpu_randn or device.type == 'mps':
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return torch.randn(shape, device=cpu).to(device)
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return torch.randn(shape, device=device)
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