sairam954 / quantizationawaretrainingpcm Goto Github PK
View Code? Open in Web Editor NEWThis repo consists the Quantization aware training done with the help of Brevatis and modelling PCM drift
This repo consists the Quantization aware training done with the help of Brevatis and modelling PCM drift
Intial collab file to model pcm drift impact on basic CNN model LENET5 using BREVITAS and PyTorch
First thing that I see that in your .ipynb file is not correct is the below line(which in there the trainedmodel
is not declared.
driftedmodelstatedict = updateWeightsWithTimePCM(trainedmodel,vdict,kdict,t) # returns the state dictionary of the model w
Second thing that I want to ask you that why the weights in intmodel
is not quantized and still in floating point precision ? I mean the results of the below lines execution!
print(intmodel.state_dict()['fc3.weight'])
print("====================================================")
print(driftedmodel.state_dict()['fc3.weight'])
I also changed quant type from FP
to INT
, but for example model.conv1.weight
is in floating point precision
Thank for you'r great files.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.