rope cache for flux and wan #3
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What does this PR do?
The original implementation of RoPE in Flux and Wan will calculate the rotary_embeddings in every steps. But actually the rotary_embeddings for each step is the same, so we only need to do the RoPE operation once for each inference.
This PR will save the cache once the rotary_embeddings is calculated, and use the cached rotary_embeddings in following steps. And Finally when inference finished, the cache will be released.
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