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update doggettx cross attention optimization to not use an unreasonable amount of memory in some edge cases -- suggestion by MorkTheOrk

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AUTOMATIC1111 2023-08-02 18:37:16 +03:00
parent 12171ca961
commit 250c416474
1 changed files with 2 additions and 2 deletions
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4
modules/sd_hijack_optimizations.py
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@ -256,9 +256,9 @@ def split_cross_attention_forward(self, x, context=None, mask=None, **kwargs):
raise RuntimeError(f'Not enough memory, use lower resolution (max approx. {max_res}x{max_res}). '
f'Need: {mem_required / 64 / gb:0.1f}GB free, Have:{mem_free_total / gb:0.1f}GB free')
slice_size = q.shape[1] // steps if (q.shape[1] % steps) == 0 else q.shape[1]
slice_size = q.shape[1] // steps
for i in range(0, q.shape[1], slice_size):
end = i + slice_size
end = min(i + slice_size, q.shape[1])
s1 = einsum('b i d, b j d -> b i j', q[:, i:end], k)
s2 = s1.softmax(dim=-1, dtype=q.dtype)