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DeepDebugger: Touch what you image

Official source code for ESEC/FSE 2023 Paper: DeepDebugger: An Interactive Time-Travelling Debugging Approach for Deep Classifiers

Installation

Dependencies

Please run the following commands in the command line:

$ conda create -n dd python=3.8
$ conda activate dd
$ cd path/to/DeepDebugger
$ pip install -r requirements.txt

User should customize the version of pytorch according to their machine. The default version of pytorch is 1.10.0+cu113.

$ conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch

Check which pytorch version to select from here