Comments (1)
Use the following self-attention shown code from prompt-to-prompt and adapt it to your existing code.
def show_self_attention_comp(attention_store: AttentionStore, res: int, from_where: List[str],
max_com=10, select: int = 0):
attention_maps = aggregate_attention(attention_store, res, from_where, False, select).numpy().reshape((res ** 2, res ** 2))
u, s, vh = np.linalg.svd(attention_maps - np.mean(attention_maps, axis=1, keepdims=True))
images = []
for i in range(max_com):
image = vh[i].reshape(res, res)
image = image - image.min()
image = 255 * image / image.max()
image = np.repeat(np.expand_dims(image, axis=2), 3, axis=2).astype(np.uint8)
image = Image.fromarray(image).resize((256, 256))
image = np.array(image)
images.append(image)
ptp_utils.view_images(np.concatenate(images, axis=1))
from: https://github.com/google/prompt-to-prompt/blob/main/prompt-to-prompt_stable.ipynb
from easynlp.
Related Issues (20)
- in DiffSynth,what does "model_id": "../models/fashion_models/91GN31Z1rVS" refer to? HOT 13
- AttributeError: 'bool' object has no attribute 'copy', cross_attention_kwargs HOT 2
- RuntimeError: The size of tensor a (4608) must match the size of tensor b (6144) at non-singleton dimension 1 HOT 1
- match4match什么时候会发布? HOT 1
- 相同业务场景和文本下新增抽取实体和关系后召回率差异极大
- Citation in the MTA paper
- Request for data preprocessing code in the AGREE project
- 在编译tokenizer的时候失败 HOT 1
- 请问如何打印中间日志?
- BeautifulPrompt是否支持中文 HOT 1
- CKBert继续预训练内存溢出
- Support Cognitive Tree
- FreePromptEditing project and code is missing HOT 1
- questions about Figure 4 in FPE HOT 1
- Probing experiments HOT 1
- FreePromptEditing Experiments HOT 8
- FreePromptEditing:TypeError: SelfAttentionControlEdit.__init__() got multiple values for argument 'self_replace_steps' HOT 1
- fashionklip 分布式训练训练代码显存泄露 HOT 3
- Can OLSS support updated versions of diffusers(0.27.1)?
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from easynlp.