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Add schedule gen2 #7

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Add schedule gen2 #7

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ziyu-guo
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This PR adds ability to generate arbitrary-length cache schedules, on arbitrary number of calibration inputs.

The helper class implementations are under SmoothCache/calibration

Example script integrating schedule generation process into normal HuggingFace Diffusers DiT pipeline provided at examples/run_calibration.py

@kelpabc123 kelpabc123 self-assigned this Jan 24, 2025
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