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#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
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"""
Cache management module for MAGI inference.

This module provides optimized implementations for:
- TeaCache: Full output reuse (all chunks together)
- ChunkWiseCache: Per-chunk output reuse (used in FlowCache)
- MotionWiseCache: Motion-aware token-wise reuse (used in MotionCache)
- KVCacheCompressor: Dynamic KV cache compression
"""

from .base import CacheStrategy, OutputCache, KVCompressor
from .cachereuse import TeaCache, ChunkWiseCache
from .motioncache import MotionWiseCache
from .kv_compressor import KVCacheCompressor
from .utils import generate_dynamic_kv_range

__all__ = [
    "CacheStrategy",
    "OutputCache",
    "KVCompressor",
    "TeaCache",
    "ChunkWiseCache",
    "MotionWiseCache",
    "generate_dynamic_kv_range",
]