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readd xformers attnblock
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@ -292,3 +292,18 @@ def cross_attention_attnblock_forward(self, x):
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return h3
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def xformers_attnblock_forward(self, x):
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try:
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h_ = x
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h_ = self.norm(h_)
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q = self.q(h_)
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k = self.k(h_)
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v = self.v(h_)
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b, c, h, w = q.shape
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q, k, v = map(lambda t: rearrange(t, 'b c h w -> b (h w) c'), (q, k, v))
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out = xformers.ops.memory_efficient_attention(q, k, v)
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out = rearrange(out, 'b (h w) c -> b c h w', h=h)
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out = self.proj_out(out)
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return x + out
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except NotImplementedError:
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return cross_attention_attnblock_forward(self, x)
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