Skip to content

Implement OptimizersΒ #22

@bhavnicksm

Description

@bhavnicksm

This issue is to keep track of all the optimizers to implement in the repository.

To Do

  • SGD (.SGD)

  • Momentum (.Momentum)

  • RMSProp (.RMSProp)

  • AdaGrad (.Adagrad)

  • Adam (.Adam)

  • AdaMax (.Adamax)

  • AdaDelta (.Adadelta)

  • Implement AdamW (.AdamW)Β #27

  • AMSGrad (AMSGrad)

  • RAdam (.Radam)

  • LION (.Lion)

  • Nesterov Accelerated Gradient (.Nesterov)Β #31

  • NAdam (.NAdam)

  • AdaBelief (.Adabelief)

  • Adan (.Adan)

  • AdaFactor(.Adafactor)

  • AccSGD (.AccSGD)

  • AdaBound (.Adabound)

  • AdaMod (.AdaMod)

  • Demon SGD/Adam (.DemonSGD & .DemonAdam)

  • AggMo (.AggMo)

  • QHM (.QHM)

  • QHAdam (.QHAdam)

  • LAMB (.Lamb)

  • SWATS (.Swats)

  • Shampoo (.Shampoo)

  • SAM (.SAM)

  • AdamP (.AdamP)

  • Sophia (.Sophia)

  • GaLore (.GaLore)

Resources

Metadata

Metadata

Assignees

Labels

enhancementNew feature or requesthelp wantedExtra attention is needed

Type

No type

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions