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AI

My various attempts at machine learning in python

How to Install Nvidia Drivers on Ubuntu

  • Determine the current video driver. In this case it is nouveau
# lshw -c video
  *-display               
       description: 3D controller
       product: GK107M [GeForce GT 750M]
       vendor: NVIDIA Corporation
       physical id: 0
       bus info: pci@0000:01:00.0
       version: a1
       width: 64 bits
       clock: 33MHz
       capabilities: pm msi pciexpress bus_master cap_list rom
       configuration: driver=nouveau latency=0
       resources: irq:51 memory:f6000000-f6ffffff memory:e0000000-efffffff memory:f0000000-f1ffffff ioport:e000(size=128) memory:f7000000-f707ffff
  *-display
       description: VGA compatible controller
       product: 4th Gen Core Processor Integrated Graphics Controller
       vendor: Intel Corporation
       physical id: 2
       bus info: pci@0000:00:02.0
       version: 06
       width: 64 bits
       clock: 33MHz
       capabilities: msi pm vga_controller bus_master cap_list rom
       configuration: driver=i915 latency=0
       resources: irq:49 memory:f7400000-f77fffff memory:d0000000-dfffffff ioport:f000(size=64)
  • Disable the nouveau driver by creating a nvidia-installer-disable-nouveau.conf in the /etc/modprobe.d/ directory. The contents should look like this:
# generated by nvidia-installer
blacklist nouveau
options nouveau modeset=0
  • Reboot system using the init 2 command which is single user mode with network capabilities. You don't want X windows running.

  • Run the ubuntu-drivers devices command to determine the available drivers.

# ubuntu-drivers devices

== /sys/devices/pci0000:00/0000:00:01.0/0000:01:00.0 ==
modalias : pci:v000010DEd00001C20sv00001025sd0000118Bbc03sc00i00
vendor   : NVIDIA Corporation
model    : GP106M [GeForce GTX 1060 Mobile]
driver   : nvidia-driver-390 - distro non-free
driver   : nvidia-396 - third-party non-free
driver   : nvidia-410 - third-party non-free
driver   : nvidia-390 - third-party non-free
driver   : nvidia-387 - third-party non-free
driver   : nvidia-driver-410 - third-party free recommended
driver   : xserver-xorg-video-nouveau - distro free builtin
  • Run either the ubuntu-drivers autoinstall or apt-get install nvidia-VERSION commands to install the preferred driver. It's best to install the preferred driver.

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UCSC Extension - Machine Learning Class

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