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Fix: median_out not implemented for half #107

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Fix: median_out not implemented for half #107

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3 changes: 2 additions & 1 deletion lib_layerdiffusion/models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -305,7 +305,8 @@ def estimate_augmented(self, pixel, latent):
in gpu vram with dimensions higher than 4, we move it to cpu, call torch.median()
and then move the result back to gpu.
'''
median = torch.median(result.cpu(), dim=0).values
result_cpu = result.cpu().float() # Convert to float32 on CPU
median = torch.median(result_cpu, dim=0).values
median = median.to(device=self.load_device, dtype=self.dtype)
else:
median = torch.median(result, dim=0).values
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