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updated typos to v1.16.15 and fix typos
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@@ -131,7 +131,7 @@ DOWN_BLOCK_TYPES = ["CrossAttnDownBlock2D", "CrossAttnDownBlock2D", "CrossAttnDo
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UP_BLOCK_TYPES = ["UpBlock2D", "CrossAttnUpBlock2D", "CrossAttnUpBlock2D", "CrossAttnUpBlock2D"]
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# region memory effcient attention
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# region memory efficient attention
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# FlashAttentionを使うCrossAttention
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# based on https://github.com/lucidrains/memory-efficient-attention-pytorch/blob/main/memory_efficient_attention_pytorch/flash_attention.py
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