Comments (5)
We also notice that the training is unstable and often collapses after several epochs. Address it, the common solution is to resume from the last normal training state when the PSNR collapse.
Alternatively, you can also write a shell command that allows the program automatically restart the training from the previous state.
This phenomenon also occurs in DAN. Maybe it is an inherent drawback of the outer framework.
Sorry for this problem, and we will try to solve it in the next version.
from dcls-sr.
We also notice that the training is unstable and often collapses after several epochs. Address it, the common solution is to resume from the last normal training state when the PSNR collapse. Alternatively, you can also write a shell command that allows the program automatically restart the training from the previous state.
This phenomenon also occurs in DAN. Maybe it is an inherent drawback of the outer framework.
Sorry for this problem, and we will try to solve it in the next version.
Thank you for your reply! Could you please send a train log file to my email? I want to check whether my training process is normal. Thank you very much! (Email address: [email protected])
from dcls-sr.
The problem has been solved, so I close this issue.
from dcls-sr.
我想请问为啥 他迭代28800次才两个epoch呢?训练集一共才3500张图片一批64张迭代不到100次不就一个epoch了么
from dcls-sr.
我想请问为啥 他迭代28800次才两个epoch呢?训练集一共才3500张图片一批64张迭代不到100次不就一个epoch了么
由于每次batch都是crop后的结果,所以对整个数据集乘以了10作为一个epoch。
from dcls-sr.
Related Issues (20)
- 其他尺寸模糊核对应的filter_structures HOT 4
- 如何从上一次训练断开处重新训练? HOT 4
- 算法相关问题 HOT 2
- 关于3090用torch1.8跑rfft和irfft如何改动,我自己改动后不报错但现在loss一直是nan。 HOT 6
- 关于setting2的测试情况 HOT 5
- 关于噪声数据集的问题 HOT 6
- 关于模糊核的对比实验 HOT 11
- 关于预训练模型 HOT 2
- 关于模糊和采样的顺序问题 HOT 2
- 关于重构的公式内的傅里叶变换 HOT 4
- 关于对比方法的问题 HOT 4
- mismatch size of tensor HOT 1
- 关于feature的问题 HOT 4
- 关于Deep Constrained Least Squares理论问题 HOT 2
- 關於train時發生的錯誤問題 HOT 12
- 关于公式9的问题 HOT 6
- 训练效果越来越差 HOT 2
- 拉普拉斯算子p HOT 1
- 关于怎么给图片添加噪声的问题 HOT 2
- 为什么训练时的模糊核,X2 、X3、X4的方差设置为[0.2,2] [0.2,3] [0.2,4] HOT 2
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 dcls-sr.