Comments (3)
Updating distiller pytorch version to 1.5 or above just breaks distiller beyond repair by simple tweaks.
This could be because of the pytorch internals heavily used within the distiller especially around onnx and jit usage for pytorch graph parsing purposes.
@guyjacob Can you please comment on this issue or if there is any plans to maintain the distiller repository on a frequent basis , to support later versions of pytorch ?
from distiller.
Hi @ashutoshmishra1014, @listener17,
Indeed the last officially supported PyTorch version in Distiller is 1.3.1. At the moment we don't have plans to update it to support later versions.
You might want to take a look at @rotx-maxim's fork here:
https://github.com/MaximIntegratedAI/distiller
It appears he added PyTorch 1.5 support there, and even working on PyTorch 1.7 support in a branch.
(there's also an open PR here - #518 - but it looks like the fork I just mentioned is in a more mature state)
from distiller.
Hi @ashutoshmishra1014, @listener17,
Indeed the last officially supported PyTorch version in Distiller is 1.3.1. At the moment we don't have plans to update it to support later versions.
You might want to take a look at @rotx-maxim's fork here: https://github.com/MaximIntegratedAI/distiller It appears he added PyTorch 1.5 support there, and even working on PyTorch 1.7 support in a branch. (there's also an open PR here - #518 - but it looks like the fork I just mentioned is in a more mature state)
Thanks for your information, I've tried out the latest 1.7 branch you mentioned, actually it is not fully supportted, for example the command "--export to onnx" and "--thinify". Looks like I have to read and write these commands myself.
from distiller.
Related Issues (20)
- Could you provide the checkpoints for structural pruning experiments?
- checkpoints example in example jupyter-notebook download denied. HOT 1
- Can't install pyglet, even when i cloned it form github
- Higher than 8-bit Quantization not working properly!?
- yolo4 custom object detection deep compression
- Why can't I use multi-GPU training
- How can I use the distilled model in embedded device?
- Combining quantization and pruning in Distiller
- Issue running compress_classifier.py HOT 1
- Reduce the yolov3 model size of keras(.h5) or darknet(.weight)
- Quantization don't reduce the model file size
- How to train my original dataset in distiller? HOT 1
- Error running 'pip install mintapi' on Raspberry Pi
- --load-serialized will make model fail to prune HOT 1
- QAT for LSTM
- outdated requirements? HOT 2
- Sensitivity Analysis
- Does it support translation model?
- Load quantization aware model checkpoint (inference) 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 distiller.