README.md

Distributed-ML

Implementing an optimizer (Nesterov SGD) for training a CNN model on the CIFAR-10 dataset in the following settings:

• Shared memory Hogwild! | Directory: hogwild
• Distributed Local-SGD | Directory: Local-SGD

Directory optimizer-benchmarks contains benchmarks for various first-order and second-order based GD methods:

• SGD
• Momentum SGD
• Nesterov SGD
• Adagrad
• RMSProp
• ADAM