| # Copyright (c) 2025 SandAI. All Rights Reserved. | |
| # | |
| # 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 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| """ | |
| 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", | |
| ] | |