Comments (4)
Thanks for your interest in our paper!
cache_block_id
corresponds to the n-th residual path in each layer. After defining the cache layer by cache_layer_id
, we then choose the n-th residual path within that layer by cache_block_id
. As for Stable Diffusion 1.5, the maximum cache_block_id
for each layer is 2. Because it is generally divided by different block structures as residuals, we name it cache_block_id
.
The name "cache_block_id" seems to cause difficulties in understanding. We would consider to change a name for this. Thanks for your good question!
from deepcache.
Thanks for the clarification @horseee. So, it's a more granular level of control for caching the output of a particular residual path in a layer, if it's the last one, then it's the output of the whole layer, which is detailed in the paper. Else the cache is retrieved from that particular block instead of the previous layer. Is this understanding correct?
from deepcache.
it's a more granular level of control for caching the output of a particular residual path in a layer
Correct
if it's the last one, then it's the output of the whole layer, which is detailed in the paper
If the U-Net has some middle-layer blocks, then the middle-layer blocks would still not be included by choosing the last path.
Else the cache is retrieved from that particular block instead of the previous layer.
Correct!
from deepcache.
Ok, thanks a lot!
from deepcache.
Related Issues (20)
- Diffusers 0.26.3 HOT 5
- [issue] Compatibility with torch.compile() if torch >= 2.0 HOT 4
- When i enable Deep Cache my image start being generated as siginficantly more distorted HOT 2
- DeepCache is enabled on model base on SD 1.5 trained by diffusers? HOT 1
- Examples of feature maps in the up-sampling block U2 in Stable Diffusion HOT 4
- Issue: Colab example doesn't work HOT 1
- DeepCache for DDPM HOT 1
- Question about caching implementation HOT 2
- Technical report or paper for Video-DeepCache HOT 1
- Running Stable Diffusion on M1 Mac locally HOT 1
- How to generate visual imge of features as shown in Figure.2 (a) HOT 1
- Could the author show how to control the throughput?
- Question about Macs of DeepCache HOT 6
- ImportError: cannot import name 'HF_HUB_OFFLINE' from 'diffusers.utils'
- Caching Mechanism for choosing skip branch
- how can we change deepcache directory
- how to get the clip score
- Details of the reproduction of the experimental results
- Details of the reproduction of the experimental results
- LDM experiment
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from deepcache.