Hongyi Wang (@hwang595)
github

hwang595

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  • Stars
    star
    225
  • Global Rank 112,351 (Top 4 %)
  • Followers 54
  • Following 7
  • Registered almost 8 years ago
  • Most used languages
    Python
         100.0 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 27,401
  • Country Ranking
    Python
         5,020

Top repositories

1

ps_pytorch

implement distributed machine learning with Pytorch + OpenMPI
Python
52
star
2

Cuttlefish

The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"
Python
42
star
3

PyTorch-parameter-server

Implementation of Parameter Server using PyTorch communication lib
Python
42
star
4

ATOMO

Atomo: Communication-efficient Learning via Atomic Sparsification
Python
25
star
5

Draco

DRACO: Byzantine-resilient Distributed Training via Redundant Gradients
Python
24
star
6

DETOX

DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation
Python
16
star
7

ErasureHead

distributed gradient descent using approximate coding to mitigate stragglers
Python
10
star
8

Pufferfish

The implementation for MLSys 2021 paper: "Pufferfish: Communication-efficient Models At No Extra Cost"
Python
5
star
9

ML-material

Useful machine learning materials
3
star
10

FoE-ICLR2024

The implementation of FoE for ICLR 2024
Python
2
star
11

distributed_tensorflow

distributed TensorFlow deep nets
Python
1
star
12

data_augmentation_playground

validation and initial experiments for data augmentation
Python
1
star
13

distributed-MXNet

distributed networks on MXNet
Python
1
star