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Refactor conditional casting, fix upscalers
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@@ -171,7 +171,7 @@ class EmbeddingsWithFixes(torch.nn.Module):
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vecs = []
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for fixes, tensor in zip(batch_fixes, inputs_embeds):
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for offset, embedding in fixes:
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emb = embedding.vec.to(devices.dtype_unet) if devices.unet_needs_upcast else embedding.vec
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emb = devices.cond_cast_unet(embedding.vec)
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emb_len = min(tensor.shape[0] - offset - 1, emb.shape[0])
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tensor = torch.cat([tensor[0:offset + 1], emb[0:emb_len], tensor[offset + 1 + emb_len:]])
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