Comments (2)
Only FC layers are used in DeepSurv model, not involving Conv etc, but you can modify code to adapt your environment (GPU or CPU).
PRs are welcomed!
from tfdeepsurv.
I tried to find a way to use the GPU without modifying the code and since I notice that you have utilized the tensorflow 1.* version for TFDeepSurv. I have done the following:
- install the TensorFlow 1.15-GPU version using
pip3 install tensorflow-gpu==1.15
- run the TFDeepSurv code under TensorFlow 1.15-GPU using my GPU[0]
I notice that the percentage of GPU utilization is in the range of 0%~3%
[0] TITAN RTX | 60'C, 3 % | 23216 / 24217 MB |
I am not sure if this actually uses the GPU or not. I think it uses since I can see the temperature of GPU raise and the percentage is not always 0%. But on the other hand, I am not sure why the GPU utilization is low.
Could you please advise if I did the right thing? Thank you!
from tfdeepsurv.
Related Issues (17)
- How to test this with a new data set sample? HOT 17
- why `batch` is not appropriate in survival analysis? HOT 2
- Demonstration data error HOT 1
- TFDeepSurv package on medical images ? HOT 1
- Activation functions for hpopt.py
- loss diverges to NaN HOT 1
- The Average loss at step remains unchanged HOT 1
- The NAN value appears when used Bayesian Hyperparameters Optimization
- Why the parameters optimized by Bayesian parameters are not optimal? HOT 1
- Is there any relevant literature? HOT 1
- How to save the model? HOT 2
- Hyper parameter search with real data set - a concern on CI values... HOT 2
- What are the complete names of these algorithms ("wwe", "kp", "bsl", "Breslow" , "Efron" )? HOT 1
- hyptop issues HOT 8
- TypeError: Object of type int32 is not JSON serializable HOT 1
- Cannot restore variables (weights and bias) 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 tfdeepsurv.