harshitadd / dp-carbon-footprint Goto Github PK

System Config:

PyTorch version: 1.7.0+cu92 CUDA used to build PyTorch: 9.2 ROCM used to build PyTorch: N/A OS: Ubuntu 18.04.5 LTS (x86_64)

GCC version: (Ubuntu 7.5.0-3ubuntu1~18.04) 7.5.0 Clang version: 6.0.0-1ubuntu2 (tags/RELEASE_600/final) CMake version: version 3.12.0 Libc version: glibc-2.26 Python version: 3.7 (64-bit runtime) Python platform: Linux-5.4.109+-x86_64-with-Ubuntu-18.04-bionic Is CUDA available: True CUDA runtime version: 11.0.221 GPU models and configuration: GPU 0: Tesla T4 Nvidia driver version: 460.32.03

1. DPLSTM_v2.ipynb: : DPLSTM for News Classification
2. BERTNewsClassificationDP.ipynb: : Privacy Variant Experiments with BERT
3. BERTNewsClassification.ipynb: : Non-Privacy Variant Experiments with BERT ( ~ epsilon = infinity ) 
4. Visualization.ipynb: Visualizer