Comments (1)
Hi,
There are newer versions of tensorflow, cudnn and cudatoolkit compared to what IMC_Denoise uses. Could updating these packages in the script make the process of training go faster?
Hello, to the best of my knowledge, the cuda libraries or the version of tensorflow do not affect the performance too much. If you would like to accelerate your training, you could change the network structure to a smaller UNet. In that case, the performance will not drop a lot, but you should save lots of time for training.
from imc_denoise.
Related Issues (19)
- Image format HOT 5
- Val_loss HOT 4
- IMC_Denoise on M1 Mac HOT 3
- Logics behind data preprocessing HOT 2
- Isotype not found HOT 5
- Demo training data generates NaN for loss HOT 21
- Softplus activation function compatible for subsequent data normalisation? HOT 2
- Demo data produces NaN loss on multiple systems HOT 5
- IMC Denoising is too aggresive for certain channels HOT 9
- Issue generated patches from MIBI-TOF tiff data HOT 4
- multi markers training HOT 2
- About the issue of GPU usage efficiency HOT 3
- Percentage of masked pixels HOT 4
- running DIMR and DeepSNiF together in the tutorial HOT 1
- Question about how to train DeepSNiF properly & integration with steinbock HOT 24
- Problems running on GPU (NVIDIA A40) HOT 7
- Edge case in training batch generation HOT 1
- N2V2 HOT 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 imc_denoise.