Comments (1)
autoliuweijie
commented on September 13, 2024
列表2中FLOPs包括最后的classifier，这部分的FLOPs与label个数N有关，但是这部分的FLOPs特别小，几乎不影响整个模型的FLOPs。
FLOPs可以使用python的htop工具计算
from thop import profile
flops, params = profile(model, inputs, verbose=False)from fastbert.
Related Issues (20)
- 数据集报错 HOT 4
- what does fast_mode mean?
- How to load other pretrained bert model?
- 如何确定distill阶段的early stopping
- Unable to access datasets
- 请问你们有没有测试过在GLUE数据集上的效果？效果如何呢？
- 推理时间
- 关于batchsize对训练和测试的影响 HOT 1
- 请问论文中未来工作说的命名实体识别任务实现了吗？
- 关于论文中的FLOPs计算 HOT 1
- Share cloud is empty HOT 1
- The exact English pretraining data and Chinese pretraining data that are exact same to the BERT paper's pretraining data.
- 关于inference的效率问题 HOT 1
- I'm curious why you set segment_embedding's first dimension to 3. HOT 1
- I'm curious about the reason for making self-attention for each classifier layer.
- train students 的时候是否需要固定teacher的参数？ HOT 1
- tensorflow版本 HOT 1
- batch预测 HOT 1
- 关于如何得出模型加速速率的问题
- 关于更换在其他数据集下预训练的BERT模型，效果达不到论文中所宣称的问题
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 fastbert.