ollama - 💡(How to fix) Fix 有显卡有驱动就是无法调用 [17 comments, 3 participants]

ollama2026-03-09 11:18:00

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ollama/ollama#14731•Fetched 2026-04-08 00:32:23

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(base) root@kittyzero:~# ollama ps
NAME              ID              SIZE      PROCESSOR    CONTEXT    UNTIL              
qwen3.5:latest    6488c96fa5fa    8.5 GB    100% CPU     4096       3 minutes from now  

(base) root@kittyzero:~# rocminfo | grep gfx
  Name:                    gfx1100                            
      Name:                    amdgcn-amd-amdhsa--gfx1100         
      Name:                    amdgcn-amd-amdhsa--gfx11-generic   
(base) root@kittyzero:~# dpkg -l|grep rocm
ii  rocm                                             7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) software stack meta package
ii  rocm-cmake                                       0.14.0.70200-43~24.04                    amd64        rocm-cmake built using CMake
ii  rocm-core                                        7.2.0.70200-43~24.04                     amd64        ROCm Runtime software stack
ii  rocm-dbgapi                                      0.77.4.70200-43~24.04                    amd64        Library to provide AMD GPU debugger API
ii  rocm-debug-agent                                 2.1.0.70200-43~24.04                     amd64        Radeon Open Compute Debug Agent (ROCdebug-agent)
ii  rocm-developer-tools                             7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) Runtime software stack
ii  rocm-device-libs                                 1.0.0.70200-43~24.04                     amd64        Radeon Open Compute - device libraries
ii  rocm-gdb                                         16.3.70200-43~24.04                      amd64        ROCgdb
ii  rocm-hip                                         7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) Runtime software stack
ii  rocm-llvm                                        22.0.0.26014.70200-43~24.04              amd64        ROCm core compiler
ii  rocm-opencl                                      2.0.0.70200-43~24.04                     amd64        clr built using CMake
ii  rocm-opencl-dev                                  2.0.0.70200-43~24.04                     amd64        clr built using CMake
ii  rocm-opencl-sdk                                  7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) Runtime software stack
ii  rocm-openmp                                      7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) OpenMP Software development Kit.
ii  rocm-smi-lib                                     7.8.0.70200-43~24.04                     amd64        AMD System Management libraries
ii  rocminfo

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What is the issue?

无法调用显卡

Relevant log output

(base) root@kittyzero:~# ollama ps
NAME              ID              SIZE      PROCESSOR    CONTEXT    UNTIL              
qwen3.5:latest    6488c96fa5fa    8.5 GB    100% CPU     4096       3 minutes from now  

(base) root@kittyzero:~# rocminfo | grep gfx
  Name:                    gfx1100                            
      Name:                    amdgcn-amd-amdhsa--gfx1100         
      Name:                    amdgcn-amd-amdhsa--gfx11-generic   
(base) root@kittyzero:~# dpkg -l|grep rocm
ii  rocm                                             7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) software stack meta package
ii  rocm-cmake                                       0.14.0.70200-43~24.04                    amd64        rocm-cmake built using CMake
ii  rocm-core                                        7.2.0.70200-43~24.04                     amd64        ROCm Runtime software stack
ii  rocm-dbgapi                                      0.77.4.70200-43~24.04                    amd64        Library to provide AMD GPU debugger API
ii  rocm-debug-agent                                 2.1.0.70200-43~24.04                     amd64        Radeon Open Compute Debug Agent (ROCdebug-agent)
ii  rocm-developer-tools                             7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) Runtime software stack
ii  rocm-device-libs                                 1.0.0.70200-43~24.04                     amd64        Radeon Open Compute - device libraries
ii  rocm-gdb                                         16.3.70200-43~24.04                      amd64        ROCgdb
ii  rocm-hip                                         7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) Runtime software stack
ii  rocm-llvm                                        22.0.0.26014.70200-43~24.04              amd64        ROCm core compiler
ii  rocm-opencl                                      2.0.0.70200-43~24.04                     amd64        clr built using CMake
ii  rocm-opencl-dev                                  2.0.0.70200-43~24.04                     amd64        clr built using CMake
ii  rocm-opencl-sdk                                  7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) Runtime software stack
ii  rocm-openmp                                      7.2.0.70200-43~24.04                     amd64        Radeon Open Compute (ROCm) OpenMP Software development Kit.
ii  rocm-smi-lib                                     7.8.0.70200-43~24.04                     amd64        AMD System Management libraries
ii  rocminfo

OS

Linux

GPU

AMD

CPU

Intel

Ollama version

v0.17.7

extent analysis

Fix Plan

To resolve the issue of being unable to call the graphics card, we need to ensure that the ROCm (Radeon Open Compute) software stack is properly installed and configured. Here are the steps:

Verify ROCm Installation: Check if ROCm is correctly installed by running rocminfo. If it's not installed, install it using the official AMD ROCm installation guide.
Update ROCm: Ensure you are running the latest version of ROCm. You can update ROCm by running sudo apt update && sudo apt upgrade.
Configure ROCm: Run sudo apt install rocm-dev to install the ROCm development package, which includes the necessary headers and libraries for development.
Restart Services: Restart the ROCm services by running sudo systemctl restart rocm-smi and sudo systemctl restart rocminfo.

Example Code

To test if the graphics card is accessible, you can use the following Python code with the pyopencl library:

import pyopencl as cl

# Create a context
ctx = cl.create_some_context()

# Print the device information
print(ctx.devices)

This code should print information about the available OpenCL devices, including the AMD graphics card.

Verification

To verify that the fix worked, run the ollama ps command again to check if the graphics card is being utilized. You should see the GPU being used by the process.

Extra Tips

Ensure that your system meets the minimum requirements for ROCm.
If you encounter issues with the rocminfo command, try running it with elevated privileges using sudo.
For more information on ROCm and its configuration, refer to the official AMD ROCm documentation.

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ollama - 💡(How to fix) Fix 有显卡有驱动就是无法调用 [17 comments, 3 participants]

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ollama - 💡(How to fix) Fix 有显卡有驱动就是无法调用 [17 comments, 3 participants]

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Code Example

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CPU

Ollama version

extent analysis

Fix Plan

Example Code

Verification

Extra Tips

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