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Originally created by @JonJust on GitHub (May 28, 2025).
Original GitHub issue: https://github.com/ollama/ollama/issues/10883
What is the issue?
Today, Ollama prompted me to update when I tried to run Qwen3:14b. I ran the oneline install command (
curl -fsSL https://ollama.com/install.sh | sh), and during the install, it said "Nvidia GPU installed.", even though I run an AMD card. Now, whenever I try to run a model, it won't use my gfx card.Right before updating, I observed my GPU being utilized with radeontop. I watched the VRAM fill up, etc. Now, I can see that my Graphics card isn't being utilized at all in radeontop, but my cores all go to 100 in htop - even small models run painfully slow. I am certain that this behavior began immediately after running the install script. (And yes, I have ROCm installed.)
I tried to force the backend, which didn't seem to work:
OLLAMA_GPU_BACKEND=rocm ollama run mymodelI can also verify that my GPU is visible to ROCm, and I have no NVIDIA card in my machine.
Here's what I get when I run
journalctl -u ollama --no-pager --follow --pager-endSo, from what I can tell, Ollama sees my GPU, identifies that there is enough VRAM to hold the model, identifies that rocm is installed, yet makes the conscious choice to try and run the model on my CPU instead.... Unless there something obvious I'm missing, I am pretty sure this is a bug?
Neofetch:
OS: Ubuntu 24.04.2 LTS x86_64
Host: B460MDS3HV2 -CF
Kernel: 6.11.0-26-generic
Uptime: 5 mins
Packages: 3559 (dpkg), 5 (flatpak), 16 (snap)
Shell: bash 5.2.21
Resolution: 2560x1440
DE: GNOME 46.0
WM: Mutter
WM Theme: Adwaita
Theme: Yaru-blue-dark [GTK2/3]
Icons: Yaru-blue [GTK2/3]
Terminal: gnome-terminal
CPU: Intel i7-10700K (16) @ 5.100GHz
GPU: AMD ATI Radeon RX 7600/7600 XT/7600M XT/7600S/7700S / PRO W7600
Memory: 4550MiB / 80346MiB
ollama --version:
ollama version is 0.7.1
Relevant log output
OS
Linux
GPU
AMD
CPU
AMD, Intel
Ollama version
0.7.1
@rick-github commented on GitHub (May 28, 2025):
No GPU backend found. It seems like the ROCm backends aren't installed. What do the following return:
@JonJust commented on GitHub (May 28, 2025):
lspci -d '1002:' | grep 'AMD'
sudo lshw -c display -numeric -disable network | grep 'vendor: .* [1002]'
04:00.0 PCI bridge: Advanced Micro Devices, Inc. [AMD/ATI] Navi 10 XL Upstream Port of PCI Express Switch (rev 12)
05:00.0 PCI bridge: Advanced Micro Devices, Inc. [AMD/ATI] Navi 10 XL Downstream Port of PCI Express Switch (rev 12)
06:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Navi 33 [Radeon RX 7600/7600 XT/7600M XT/7600S/7700S / PRO W7600] (rev c0)
06:00.1 Audio device: Advanced Micro Devices, Inc. [AMD/ATI] Navi 31 HDMI/DP Audio
vendor: Advanced Micro Devices, Inc. [AMD/ATI] [1002]
I went through the steps on the AMD website to install/setup rocm a few days ago, and ollama was using the GPU just fine. After updating, it stopped working. I tried reinstalling, but it didn't seem to fix anything.
https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/quick-start.html
@rick-github commented on GitHub (May 28, 2025):
The formatting makes it hard to read, but it looks like the
lspcireturned nothing.@JonJust commented on GitHub (May 28, 2025):
I can see how the formatting may be confusing; I copy/pasted from the terminal. lspci returns this block:
lspci -d '1002:' | grep 'AMD' 04:00.0 PCI bridge: Advanced Micro Devices, Inc. [AMD/ATI] Navi 10 XL Upstream Port of PCI Express Switch (rev 12) 05:00.0 PCI bridge: Advanced Micro Devices, Inc. [AMD/ATI] Navi 10 XL Downstream Port of PCI Express Switch (rev 12) 06:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Navi 33 [Radeon RX 7600/7600 XT/7600M XT/7600S/7700S / PRO W7600] (rev c0) 06:00.1 Audio device: Advanced Micro Devices, Inc. [AMD/ATI] Navi 31 HDMI/DP Audiosudo lshw -c display -numeric -disable network | grep 'vendor: .* [1002]' returns:
vendor: Advanced Micro Devices, Inc. [AMD/ATI] [1002]If I run rocminfo, I can see the card show up...
Agent 2
Name: gfx1102
Uuid: GPU-XX
Marketing Name: AMD Radeon™ RX 7600 XT
Vendor Name: AMD
Feature: KERNEL_DISPATCH
Profile: BASE_PROFILE
Float Round Mode: NEAR
Max Queue Number: 128(0x80)
Queue Min Size: 64(0x40)
Queue Max Size: 131072(0x20000)
Queue Type: MULTI
Node: 1
Device Type: GPU
Cache Info:
L1: 32(0x20) KB
L2: 2048(0x800) KB
Chip ID: 29824(0x7480)
ASIC Revision: 0(0x0)
Cacheline Size: 128(0x80)
Max Clock Freq. (MHz): 2539
BDFID: 1536
Internal Node ID: 1
Compute Unit: 32
SIMDs per CU: 2
Shader Engines: 2
Shader Arrs. per Eng.: 2
WatchPts on Addr. Ranges:4
Coherent Host Access: FALSE
Memory Properties:
Features: KERNEL_DISPATCH
Fast F16 Operation: TRUE
Wavefront Size: 32(0x20)
Workgroup Max Size: 1024(0x400)
Workgroup Max Size per Dimension:
x 1024(0x400)
y 1024(0x400)
z 1024(0x400)
Max Waves Per CU: 32(0x20)
Max Work-item Per CU: 1024(0x400)
Grid Max Size: 4294967295(0xffffffff)
Grid Max Size per Dimension:
x 4294967295(0xffffffff)
y 4294967295(0xffffffff)
z 4294967295(0xffffffff)
Max fbarriers/Workgrp: 32
Packet Processor uCode:: 542
SDMA engine uCode:: 21
IOMMU Support:: None
Pool Info:
Pool 1
Segment: GLOBAL; FLAGS: COARSE GRAINED
Size: 16760832(0xffc000) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:2048KB
Alloc Alignment: 4KB
Accessible by all: FALSE
Pool 2
Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED
Size: 16760832(0xffc000) KB
Allocatable: TRUE
Alloc Granule: 4KB
Alloc Recommended Granule:2048KB
Alloc Alignment: 4KB
Accessible by all: FALSE
Pool 3
Segment: GROUP
Size: 64(0x40) KB
Allocatable: FALSE
Alloc Granule: 0KB
Alloc Recommended Granule:0KB
Alloc Alignment: 0KB
Accessible by all: FALSE
ISA Info:
ISA 1
Name: amdgcn-amd-amdhsa--gfx1102
Machine Models: HSA_MACHINE_MODEL_LARGE
Profiles: HSA_PROFILE_BASE
Default Rounding Mode: NEAR
Default Rounding Mode: NEAR
Fast f16: TRUE
Workgroup Max Size: 1024(0x400)
Workgroup Max Size per Dimension:
x 1024(0x400)
y 1024(0x400)
z 1024(0x400)
Grid Max Size: 4294967295(0xffffffff)
Grid Max Size per Dimension:
x 4294967295(0xffffffff)
y 4294967295(0xffffffff)
z 4294967295(0xffffffff)
FBarrier Max Size: 32
ISA 2
Name: amdgcn-amd-amdhsa--gfx11-generic
Machine Models: HSA_MACHINE_MODEL_LARGE
Profiles: HSA_PROFILE_BASE
Default Rounding Mode: NEAR
Default Rounding Mode: NEAR
Fast f16: TRUE
Workgroup Max Size: 1024(0x400)
Workgroup Max Size per Dimension:
x 1024(0x400)
y 1024(0x400)
z 1024(0x400)
Grid Max Size: 4294967295(0xffffffff)
Grid Max Size per Dimension:
x 4294967295(0xffffffff)
y 4294967295(0xffffffff)
z 4294967295(0xffffffff)
FBarrier Max Size: 32
*** Done ***
The card also shows up if I run the smi:
/opt/rocm/bin/rocm-smi
@JonJust commented on GitHub (May 28, 2025):
A ha! I fixed it.
Previously, I was using an Nvidia card on my machine, so I still had the Nvidia tools installed. When I switched over to my AMD card, I installed the ROCm drivers, and Ollama somehow picked up that I switched over to AMD. This was fine until I went to run the install.sh script again.
curl -fsSL https://ollama.com/install.sh | shUnfortunately, I didn't save the output, but there was a line in the installer output that said something about "NVIDIA GPU installed." I ran the script a few times while faffing about with my settings to see if reinstalling could fix it, but I always got the NVIDIA message.
I wound up completely uninstalling all NVIDIA-related stuff from my machine. I did an apt purge, and nuked the nvidia-smi, cuda, etc. After doing this, running the install command yields this:
Low and behold, I load up a model, and I see my GPU being used, tokens being output much faster, etc.
Looking at the installer script, I think I see the issue:
The first time the check_gpu() function is called, it only checks if nvidia-smi is installed. If it is installed, it assumes the user is using an NVIDIA card. This is problematic in the context of a user that has used an Nvidia card at some point, but switched to AMD. I would assume this case will become more common in the future, if AMD continues putting out higher-memory cards than Nvidia.
Potential fix:
@afrolino02 commented on GitHub (Jun 7, 2025):
You saved my life dude, i was thinking about "why nvidia if i have AMD CARD", and in my Arch setup was installed something with nvidia, thanks!!!