Comments (5)
Tracked as DALI-181
from dali.
Hi,
Could you provide us info about models
you are using and rest of the script (dataloader) so we could reproduce this on our side?
from dali.
Hi,It is the fault of my side. Our server updated the software a few days ago, which caused some of my horovod libraries to be incompatible. I have reinstalled it.
I am coming back to adjust my program, can I provide a tensorflow overall example?
I do data loading through dali and horovod to do multi-machine communication to accelerate tensorflow and achieve good results.
Can I provide the entire example? Dali does solve the problem that tensorflow originally loaded data slowly, which is really great.
from dali.
Hi,
As I understand after reinstalling horovod libraries everything works fine.
Regarding reproduction, next time please provide the full, stand-alone script we could run to reproduce the problem you have. Without it, the issue has a lower priority for us as we need to spend additional time trying to recreate env you have with bigger chance doing something different, which can prevent us from detecting the problem.
If the problem still exists please reopen this task.
from dali.
It's great that DALI solves the input pipeline speed for you.
If you want to contribute an example of using Tensorflow with DALI, that's great too. Contributions are very welcome!
from dali.
Related Issues (20)
- How to manage empty items in a batch? HOT 5
- nvidia.dali.fn.python_function() failed with TypeError HOT 5
- Can I install DALI on CPU node without GPU/CUDA HOT 3
- fn.lookup_table giving wrong result for gpu HOT 5
- Need argmax/argmin operator HOT 1
- How to destory a pipeline? HOT 1
- random crop function HOT 10
- cv2.resize(interpolation=cv2.INTER_LINEAR) different with fn.resize(img, antialias=True, subpixel_scale=True, interp_type=types.DALIInterpType.INTERP_LINEAR, resize_y=target_img_height, max_size=max_width) HOT 2
- got error "no CUDA-capable device is detected" even though device parameter is CPU. HOT 6
- Can we add image distortion removal operations HOT 7
- Runtime error using Numpy readers: Unknown Numpy type c8 HOT 4
- Install DALI from source got error "file format not recognized" and "syntax error" HOT 3
- Why Decoder consumes 24 CPU cores even if using "mixed" device HOT 4
- Grab one sample from pipeline for shaping and reset pipeline HOT 6
- Can I use DALI only for data augmentation? HOT 2
- Checkpoint support for readers HOT 7
- How to use Dali tool for image sharpening operation HOT 4
- Ran of GPU memory when using Imagenet but not COCO-Stuff 2017 HOT 20
- how to do a image zoom? HOT 9
- Unrecognized image format 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 dali.