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Originally created by @lukasmwerner on GitHub (Jun 11, 2024).
Original GitHub issue: https://github.com/ollama/ollama/issues/4984
Originally assigned to: @dhiltgen on GitHub.
What is the issue?
After installing ollama from ollama.com it is able to use my GPU but after rebooting it no longer is able to find the GPU giving the message:
OS
Windows
GPU
Nvidia
CPU
AMD
Ollama version
0.1.42
@AncientMystic commented on GitHub (Jun 12, 2024):
Did your gpu driver update or something? There was an issue with it not working with the latest drivers from nvidia which i am not sure if has been resolved yet so one possibility is it updated on reboot and now its not seeing it because of the new driver.
Could check your driver version to make sure that didn't happen and/or reinstall ollama and see if either of those fixes your problem.
If not hopefully someone else can provide more assistance
@lukasmwerner commented on GitHub (Jun 12, 2024):
I am running on the latest driver now however the driver recommended in #4563 had the exact same behavior.
The thing that confuses me is that it works on the 555 driver only when it was freshly installed but not after reboot.
@dhiltgen commented on GitHub (Jun 13, 2024):
The
PhysXruntime library is know to cause problems, and we added logic to skip that library for GPU discovery, so I'm confused why it's showing up again.Can you try running the server with debug so we can see why this library is getting picked up incorrectly? Quit the tray application, then in a powershell terminal run:
@lukasmwerner commented on GitHub (Jun 13, 2024):
Sure thing!
From what I can tell the
cudart64_*.dllis the one that is bugging out.@srchong commented on GitHub (Jun 18, 2024):
I have the same issue, i downloaded yesterday ollama, but not found the amdhip64.dll
it is weird because im intel :(
Reading a little in the class
https://github.com/ollama/ollama/blob/main/gpu/gpu_windows.go
the loading files i have in another location...
D:\Program Files\bin
looking this file description...
@srchong commented on GitHub (Jun 18, 2024):
well i tried to reinstall but i have not sucess
@dhiltgen commented on GitHub (Jun 19, 2024):
@srchong a debug level log reporting that we couldn't find amdhip64.dll only means we wont try to run on AMD GPUs. If you don't have AMD GPUs, this is expected behavior. Can you share a more complete server log including trying to load a model so I can see why it's running on CPU when it should be running on your CUDA GPU?
@thaynes43 commented on GitHub (Jun 25, 2024):
@dhiltgen hello, I am also losing the use of my GPUs after rebooting a Pop!_OS Linux VM running on top of proxmox with two 3090s. If I run the install command again after rebooting the GPUs are used again. I probably need to open a new issue with logs but since this was so fresh I wanted to check first to see if there was a known issue like this windows one. If not, please let me know what commands to run to collect the necessary log files and I will create a new ticket with those.
Thanks!
@dhiltgen commented on GitHub (Jun 25, 2024):
@thaynes43 please take a look at our troubleshooting guide as that will likely cover your scenario.
https://github.com/ollama/ollama/blob/main/docs/troubleshooting.md#container-fails-to-run-on-nvidia-gpu
@thaynes43 commented on GitHub (Jun 25, 2024):
@dhiltgen thanks for the link! Right now I am not running in docker, I have used the following command to install:
After a reboot I can still use ollama but it only uses the CPU until I rerun
install.sh. I was actually planning on trying to run in docker to see if that corrected this.@dhiltgen commented on GitHub (Jun 25, 2024):
Some of the steps in the container troubleshooting are on the host based on uvm driver quirks, and those may apply to your usecase even without running in a container.
@AncientMystic commented on GitHub (Jun 25, 2024):
UVM is a fun one, such as in this case on proxmox, if you're using any kind of virtual environment with vGPU, UVM is not supported on the host or within LXC containers (I managed to merge consumer and kvm drivers and get a Frankensteins monster of a driver but still doesn't work right...) and vGPU does NOT support nesting on VMs which means we cant use docker or other similar nested applications for GPU inside vms either since they rely upon virtualization....
I am currently using docker in lxc to run open-webui and other containers without gpu then running a windows 10 VM with vGPU for ollama (ubuntu/linux vms have better ram performance so are better for this i just have many other apps that need vram too so i put it all on windows for now)
P.s. You also have to make sure your vgpu unlock and possibly licensing is setup right in the vm or it wont work right in the vm either, you also have to make sure the profile override is properly configured to make sure cuda is functioning and enough vram is allocated unless you pass the entire gpu through which you have to have another gpu or igpu to do (last i checked too the 3-4000 series doesnt work right with the consumer unlock for vgpu so that might be the only option via proxmox)
@thaynes43 commented on GitHub (Jun 25, 2024):
Ahh got it! The two 3090s are fully passed through, when I get back to the server I'll reboot and do some troubleshooting as to why they can no longer can be used by the service. Works great otherwise.
@AncientMystic commented on GitHub (Jun 25, 2024):
If they are fully passed to the vm you should have similar use equal to a bare metal system and nesting, etc, should function fine, could just be the driver version you are using or something silly like that. (I have found on ubuntu based distros (such as pop) the main repo is terrible for nvidia drivers, i forget which is the good one but you can find other repos online with better drivers that function great right from the moment they are installed, the main repo drivers seem to be riddled with issues.)
@3DAlgoLab commented on GitHub (Nov 14, 2024):
I also had similar problems even in Ubuntu OS. I guess this bug comes from that the ollama service is started faster than the init. of GPUs. So I make an ad-hoc solution. Instead of service, I just make a script delaying start serve(ollama serve).
Then I make this called from Ubuntu Startup Application Preferences. I think its delaying may not be needed as it is called after GPUs initialization is finished anyway.

WARNING: After starting ollama by calling directly
ollama serve, model storage directory is changed to~/.ollama/models.(I don't know why?) So previously dowonloaded model is not loaded. In that case, you can copy or move whole models folder to '[home folder]/.ollamafrom/usr/share/ollama/.ollama`.