MLDataDevices.jl

Data Transfer Functionalities across Backends for Machine Learning Applications
Author LuxDL
Popularity
2 Stars
Updated Last
3 Months Ago
Started In
June 2023

MLDataDevices

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MLDataDevices.jl is a lightweight package defining rules for transferring data across devices. It is used in deep learning frameworks such as Lux.jl.

Currently we provide support for the following backends:

  1. CUDA.jl for NVIDIA GPUs.
  2. AMDGPU.jl for AMD ROCM GPUs.
  3. Metal.jl for Apple Metal GPUs. (Experimental)
  4. oneAPI.jl for Intel GPUs. (Experimental)

Updating to v1.0

  • Package was renamed from LuxDeviceUtils.jl to MLDataDevices.jl.
  • Lux(***)Device has been renamed to (***)Device.
  • Lux(***)Adaptor objects have been removed. Use (***)Device objects instead.

Required Packages

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