Sparse VideoGen¶
Sparse VideoGen exploits spatial-temporal sparsity patterns in video diffusion with online profiling and sparse execution.
Role in Sol-Engine¶
It is part of the sparse-attention method family considered by the sparse-attention agent. It is most relevant when profiling shows persistent spatial-temporal sparsity across the target prompts and generation length.
Practical knobs¶
- profiling window.
- selected sparse pattern.
- custom sparse-kernel layout.
- dense fallback schedule.
Validation¶
Validate at the exact video duration and resolution. Sparse patterns can be configuration-specific.