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AMD has released a mining driver for their GPUs under Linux



AMDGPU-PRO Beta Mining Driver 17.40 Highlights
Introduces Large Page Support for Blockchain Compute Workloads. This driver is provided as a beta level support driver which should be considered "as is" and will not be supported with further updates, upgrades or bug fixes. This driver is not intended for graphics or gaming workloads.

Compatible Operating Systems
RedHat Enterprise Linux 7.3 (64-bit version)
CentOS 7.3 (64-bit version)
Ubuntu 16.04.3 (64-bit version)​
  AMDGPU-PRO Beta Mining Driver for Linux 17.40 released