I have a simple confusion, what is difference between pip install cudatoolkit=9.0 and download the run file from https://developer.nvidia.com/cuda-90-download-archive and install cuda 9.0.
Anyone can help?
Difference between pip install cudatoolkit=9.0 and download install from CUDA website
cuda
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If your system is fully AMD-Vi or VT-d compliant then you should be able to go into the host's advance settings and 'pass through' the device/s to a given VM. This isn't certain to work or be stable but does work for quite a lot of kit, though it stops things like vMotion/FT/HA working properly if that matters to you. I'd say give it a go but if it doesn't work, well it doesn't work ok.
edit - here's grab of where to look;
So it's host/Configuration, Advanced Settings then choose 'Configure Passthrough' - you're on your own from there though as I haven't done this with a GPU.
I had the exact same issue on the same computer. To fix this, you will need to disable the on-board VGA by changing jumper JPG1 on the motherboard. Unfortunately, you'll need to remove the daughterboard to do so. Note that, to re-install the daughterboard, you may need to apply quite a bit of pressure for it to connect properly with the motherboard again.
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The
.runfile, is delegated to install the CUDA drivers for you GPU in your system. Then, after that you have the driver installed, you can use thecudatoolkitin order to wrap the low level C/C++ function in python language. Before the installation of the python toolkit, you need to be sure that the drivers are correctly installed.More info about the procedure: https://developer.nvidia.com/how-to-cuda-python