| <!-- Copyright 2025 The HuggingFace Team. 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. --> |
|
|
| # Caching methods |
|
|
| Cache methods speedup diffusion transformers by storing and reusing intermediate outputs of specific layers, such as attention and feedforward layers, instead of recalculating them at each inference step. |
|
|
| ## CacheMixin |
|
|
| [[autodoc]] CacheMixin |
|
|
| ## PyramidAttentionBroadcastConfig |
|
|
| [[autodoc]] PyramidAttentionBroadcastConfig |
|
|
| [[autodoc]] apply_pyramid_attention_broadcast |
| |
| ## FasterCacheConfig |
| |
| [[autodoc]] FasterCacheConfig |
| |
| [[autodoc]] apply_faster_cache |
| |
| ## FirstBlockCacheConfig |
| |
| [[autodoc]] FirstBlockCacheConfig |
| |
| [[autodoc]] apply_first_block_cache |
|
|
| ## TaylorSeerCacheConfig |
|
|
| [[autodoc]] TaylorSeerCacheConfig |
|
|
| [[autodoc]] apply_taylorseer_cache |
|
|
| ## MagCacheConfig |
|
|
| [[autodoc]] MagCacheConfig |
|
|
| [[autodoc]] apply_mag_cache |
|
|
