Comments (2)
Hi, to implement BN, you should add this operator in ``class Ops'' in ifconfig.py, and then implement a fi_version BN in injectFault.py. (see ProgrammerGuide in the Manual)
Since it takes several parameters, you may also look into the modifyGraph.py module where each fi_op is created, and make sure all the varaibles¶meters are parsed to the fi_op.
from tensorfi.
I'm afraid we don't support Batch normalization as you've discovered. If you'd like to implement it, you'd need to add an "injectFault" function for this operator in injectFault.py (See below). You can look at how we've implemented some of the other TF operators in the same file. Thanks.
https://github.com/DependableSystemsLab/TensorFI/blob/master/TensorFI/injectFault.py
from tensorfi.
Related Issues (20)
- isinstance(number, int) fails to capture other int types HOT 1
- issues with bitFlip-tensor fault type
- Exclude certain operators from injection HOT 1
- Injection into tf.mean runs into an exception sometimes HOT 1
- error in install the TensorFI
- Add the support for float16
- OverflowError: cannnot convert float infinity to integer in faultTypes.py Line 95 HOT 2
- Reshape returning NoneType HOT 1
- 'injectFaultMean' doesn't work
- Unable to execute run on " + str(fiTensor) HOT 3
- Python version support and Windows implementation HOT 1
- py_func Crashes HOT 1
- Bit Flips in the weights HOT 3
- ERROR:root:Unable to execute run on Tensor("fi_Mean_1:0", dtype=float32) HOT 1
- TypeError: __init__() got an unexpected keyword argument 'fiConf' HOT 1
- TypeError: injectFaultSlice() takes exactly 1 argument (3 given) HOT 1
- Vgg11 dataset not working on python2 HOT 1
- error when the model has tf.cond
- FI Configuration Doubt HOT 8
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 tensorfi.