Commit 456851a

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improve an utils

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docs
- potential_optimizations.md
- wan_sharding_report.md
scripts
- run_wan_animate_parallelism_sweep.sh
- wan_memory_roofline.py
src/maxdiffusion
- generate_wan_animate.py
- models/wan
  - transformers
    - transformer_wan_animate.py
  - wan_utils.py
- pipelines/wan
  - wan_pipeline.py
- tests
  - wan_animate_module_parity_test.py

`‎docs/potential_optimizations.md‎`

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