huanzhang12/hogwildpp

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33
Rank 779,437 (Top 16 %)
Language
C++
License
Apache License 2.0
Created over 8 years ago
Updated almost 8 years ago

huanzhang12/hogwildpp

huanzhang12

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HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent

ZOO-Attack

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks

Adversarial_Survey

Robustness vs Accuracy Survey on ImageNet

CROWN-IBP

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

alpha-beta-CROWN

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP'21)

lightgbm-gpu

Development Repository for GPU-accelerated GBDT training

CLEVER

CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks

ATLA_robust_RL

Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework

ImageCaptioningAttack

Show-and-Fool: Adversarial Examples for Image Captioning task

CertifiedReLURobustness

Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://github.com/Verified-Intelligence/auto_LiRPA instead)

RecurJac-and-CROWN

Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms) [Do not use this repo, use https://github.com/Verified-Intelligence/auto_LiRPA instead]

SA_PPO

[NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning

mpss-modules

Intel Xeon Phi MPSS Modules for Linux 4.2.0

CROWN-Robustness-Certification

CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://github.com/Verified-Intelligence/auto_LiRPA instead)

sampling_tensor_decomp

Fast Approximate Orthogonal Tensor Decomposition Based on Importance Sampling

SA_DDPG

[NeurIPS 2020 Spotlight] State-adversarial DDPG for robust deep reinforcement learning

tensorflow-alexnet-model

Pretrained TensorFlow protobuf for AlexNet model

Jupyter Notebook

decentralized_sgd

tensorflow-densenet-models

Pretrained Frozen Densenet Protobuf for TensorFlow

ECE584-SP24-assignment2

alpha-beta-CROWN_vnncomp22

Repo for VNN-COMP submission only. For other purposes please use the latest verifier at https://abcrown.org

passcode-fix

Fixing convergence problems in Parallel ASynchronous Stochastic dual Co-ordinate Descent (PASSCoDe)

ShowAttendAndTellModel

Jupyter Notebook

HotSpot-GPU

GPU accelerated version of the HotSpot simulator, a popular temperature modeling tool

vnncomp2024_tinyimagenet_benchmark