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  4. Tuxedo 17 (en Ubuntu 24) + GIGABYTE AORUS RTX 5060 Ti AI Box Carte Graphique - 16GB GDDR7.

Tuxedo 17 (en Ubuntu 24) + GIGABYTE AORUS RTX 5060 Ti AI Box Carte Graphique - 16GB GDDR7.

Planifié Épinglé Verrouillé Déplacé Linux
67 Messages 2 Publieurs 1.1k Vues
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  • Tuxedo17T Hors-ligne
    Tuxedo17T Hors-ligne
    Tuxedo17
    écrit dernière édition par
    #42

    Nouveau test :

    # cat /etc/modprobe.d/nvidia-power-management.conf 
    options nvidia_drm modeset=1
    
    options nvidia NVreg_PreserveVideoMemoryAllocations=1 NVreg_TemporaryFilePath=/var/tmp
    
    # nvidia-smi --query-supported-clocks=memory --format=csv
    memory [MHz]
    7001 MHz
    6001 MHz
    810 MHz
    405 MHz
    14001 MHz
    13801 MHz
    7001 MHz
    810 MHz
    405 MHz
    
    # nvidia-smi --lock-memory-clocks=810
    Memory clocks set to "(memClkMin 810, memClkMax 810)" for GPU 00000000:01:00.0
    
    Warning: persistence mode is disabled on device 00000000:01:00.0. See the Known Issues section of the nvidia-smi(1) man page for more information. Run with [--help | -h] switch to get more information on how to enable persistence mode.
    Memory clocks set to "(memClkMin 810, memClkMax 810)" for GPU 00000000:05:00.0
    
    Warning: persistence mode is disabled on device 00000000:05:00.0. See the Known Issues section of the nvidia-smi(1) man page for more information. Run with [--help | -h] switch to get more information on how to enable persistence mode.
    All done.
    
    
    1 réponse Dernière réponse
    0
    • Tuxedo17T Hors-ligne
      Tuxedo17T Hors-ligne
      Tuxedo17
      écrit dernière édition par
      #43

      Resultat :

      # llama-bench -m /models/gemma-3-1b-it-q4_k_m.gguf 
      ggml_cuda_init: found 2 CUDA devices (Total VRAM: 21692 MiB):
        Device 0: NVIDIA GeForce RTX 5060 Ti, compute capability 12.0, VMM: yes, VRAM: 15888 MiB
        Device 1: NVIDIA GeForce RTX 3060 Laptop GPU, compute capability 8.6, VMM: yes, VRAM: 5803 MiB
      | model                          |       size |     params | backend    | ngl |            test |                  t/s |
      | ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |
      | gemma3 1B Q4_K - Medium        | 762.49 MiB |   999.89 M | CUDA       |  -1 |           pp512 |      2821.03 ± 23.15 |
      | gemma3 1B Q4_K - Medium        | 762.49 MiB |   999.89 M | CUDA       |  -1 |           tg128 |         26.17 ± 0.06 |
      
      build: c3d47e696 (10030)
      
      
      1 réponse Dernière réponse
      0
      • Tuxedo17T Hors-ligne
        Tuxedo17T Hors-ligne
        Tuxedo17
        écrit dernière édition par
        #44

        Nouveau test :

        # nvidia-smi 
        Thu Jul 16 19:16:24 2026       
        +-----------------------------------------------------------------------------------------+
        | NVIDIA-SMI 610.43.03              KMD Version: 610.43.03     CUDA UMD Version: 13.3     |
        +-----------------------------------------+------------------------+----------------------+
        | GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
        | Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
        |                                         |                        |               MIG M. |
        |=========================================+========================+======================|
        |   0  NVIDIA GeForce RTX 3060 ...    Off |   00000000:01:00.0 Off |                  N/A |
        | N/A   45C    P8             11W /  115W |       1MiB /   6144MiB |      0%      Default |
        |                                         |                        |                  N/A |
        +-----------------------------------------+------------------------+----------------------+
        |   1  NVIDIA GeForce RTX 5060 Ti     Off |   00000000:05:00.0 Off |                  N/A |
        |  0%   36C    P8              5W /  180W |       2MiB /  16311MiB |      0%      Default |
        |                                         |                        |                  N/A |
        +-----------------------------------------+------------------------+----------------------+
        
        +-----------------------------------------------------------------------------------------+
        | Processes:                                                                              |
        |  GPU   GI   CI              PID   Type   Process name                        GPU Memory |
        |        ID   ID                                                               Usage      |
        |=========================================================================================|
        |  No running processes found                                                             |
        +-----------------------------------------------------------------------------------------+
        
        # nvidia-persistenced --user arias
        
        # nvidia-smi --lock-memory-clocks=7001
        Memory clocks set to "(memClkMin 7001, memClkMax 7001)" for GPU 00000000:01:00.0
        Memory clocks set to "(memClkMin 7001, memClkMax 7001)" for GPU 00000000:05:00.0
        All done.
        
        # nvidia-smi 
        Thu Jul 16 19:17:03 2026       
        +-----------------------------------------------------------------------------------------+
        | NVIDIA-SMI 610.43.03              KMD Version: 610.43.03     CUDA UMD Version: 13.3     |
        +-----------------------------------------+------------------------+----------------------+
        | GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
        | Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
        |                                         |                        |               MIG M. |
        |=========================================+========================+======================|
        |   0  NVIDIA GeForce RTX 3060 ...    On  |   00000000:01:00.0 Off |                  N/A |
        | N/A   45C    P0             20W /  115W |       1MiB /   6144MiB |      0%      Default |
        |                                         |                        |                  N/A |
        +-----------------------------------------+------------------------+----------------------+
        |   1  NVIDIA GeForce RTX 5060 Ti     On  |   00000000:05:00.0 Off |                  N/A |
        |  0%   37C    P3              8W /  180W |       2MiB /  16311MiB |      0%      Default |
        |                                         |                        |                  N/A |
        +-----------------------------------------+------------------------+----------------------+
        
        +-----------------------------------------------------------------------------------------+
        | Processes:                                                                              |
        |  GPU   GI   CI              PID   Type   Process name                        GPU Memory |
        |        ID   ID                                                               Usage      |
        |=========================================================================================|
        |  No running processes found                                                             |
        +-----------------------------------------------------------------------------------------+
        
        # llama-bench -m /models/gemma-3-1b-it-q4_k_m.gguf 
        ggml_cuda_init: found 2 CUDA devices (Total VRAM: 21692 MiB):
          Device 0: NVIDIA GeForce RTX 5060 Ti, compute capability 12.0, VMM: yes, VRAM: 15888 MiB
          Device 1: NVIDIA GeForce RTX 3060 Laptop GPU, compute capability 8.6, VMM: yes, VRAM: 5803 MiB
        | model                          |       size |     params | backend    | ngl |            test |                  t/s |
        | ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |
        /home/arias/Documents/llama.cpp/ggml/src/ggml-cuda/ggml-cuda.cu:104: CUDA error
        [New LWP 3622]
        
        This GDB supports auto-downloading debuginfo from the following URLs:
          <https://debuginfod.ubuntu.com>
        Enable debuginfod for this session? (y or [n]) [answered N; input not from terminal]
        Debuginfod has been disabled.
        To make this setting permanent, add 'set debuginfod enabled off' to .gdbinit.
        [Thread debugging using libthread_db enabled]
        Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".
        0x00007204f7110813 in __GI___wait4 (pid=3643, stat_loc=0x0, options=0, usage=0x0) at ../sysdeps/unix/sysv/linux/wait4.c:30
        warning: 30     ../sysdeps/unix/sysv/linux/wait4.c: Aucun fichier ou dossier de ce nom
        #0  0x00007204f7110813 in __GI___wait4 (pid=3643, stat_loc=0x0, options=0, usage=0x0) at ../sysdeps/unix/sysv/linux/wait4.c:30
        30      in ../sysdeps/unix/sysv/linux/wait4.c
        #1  0x00007204f734e683 in ggml_print_backtrace () from /usr/local/lib/libggml-base.so.0
        #2  0x00007204f734e82b in ggml_abort () from /usr/local/lib/libggml-base.so.0
        #3  0x00007204ea85c167 in ggml_cuda_error(char const*, char const*, char const*, int, char const*) () from /usr/local/lib/libggml-cuda.so.0
        #4  0x00007204ea85c637 in ggml_cuda_set_device(int) () from /usr/local/lib/libggml-cuda.so.0
        #5  0x00007204ea85cc3e in ggml_backend_cuda_device_get_memory(ggml_backend_device*, unsigned long*, unsigned long*) () from /usr/local/lib/libggml-cuda.so.0
        #6  0x00007204ea85d021 in ggml_backend_cuda_device_get_props(ggml_backend_device*, ggml_backend_dev_props*) () from /usr/local/lib/libggml-cuda.so.0
        #7  0x00007204f66cc987 in llama_model_load(gguf_context*, void (*)(ggml_tensor*, void*), void*, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > >&, _IO_FILE*, llama_model_params&) () from /usr/local/lib/libllama.so.0
        #8  0x00007204f66cd442 in llama_model_load_from_file_impl(gguf_context*, void (*)(ggml_tensor*, void*), void*, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::vector<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::allocator<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > >&, _IO_FILE*, llama_model_params) () from /usr/local/lib/libllama.so.0
        #9  0x00007204f66cd7dc in llama_model_load_from_file () from /usr/local/lib/libllama.so.0
        #10 0x00007204f775d05c in llama_bench(int, char**) () from /usr/local/lib/libllama-bench-impl.so
        #11 0x00007204f702a1ca in __libc_start_call_main (main=main@entry=0x60ae578dc270 <main>, argc=argc@entry=3, argv=argv@entry=0x7fff6fa6d5b8) at ../sysdeps/nptl/libc_start_call_main.h:58
        warning: 58     ../sysdeps/nptl/libc_start_call_main.h: Aucun fichier ou dossier de ce nom
        #12 0x00007204f702a28b in __libc_start_main_impl (main=0x60ae578dc270 <main>, argc=3, argv=0x7fff6fa6d5b8, init=<optimized out>, fini=<optimized out>, rtld_fini=<optimized out>, stack_end=0x7fff6fa6d5a8) at ../csu/libc-start.c:360
        warning: 360    ../csu/libc-start.c: Aucun fichier ou dossier de ce nom
        #13 0x000060ae578dc2a5 in _start ()
        [Inferior 1 (process 3621) detached]
        Abandon
        
        
        
        1 réponse Dernière réponse
        0
        • Tuxedo17T Hors-ligne
          Tuxedo17T Hors-ligne
          Tuxedo17
          écrit dernière édition par
          #45

          L’erreur est :

          # dmesg | tail
          [  265.468745] nvidia-modeset: ERROR: GPU:1: Error while waiting for GPU progress: 0x0000ca7d:0 2:0:4048:4040
          [  270.468755] nvidia-modeset: ERROR: GPU:1: Error while waiting for GPU progress: 0x0000ca7d:0 2:0:4048:4040
          [  275.468765] nvidia-modeset: ERROR: GPU:1: Error while waiting for GPU progress: 0x0000ca7d:0 2:0:4048:4040
          
          
          1 réponse Dernière réponse
          0
          • Tuxedo17T Hors-ligne
            Tuxedo17T Hors-ligne
            Tuxedo17
            écrit dernière édition par
            #46

            Test de https://github.com/ewagner12/all-ways-egpu :

            # cd ~; curl -qLs  https://github.com/ewagner12/all-ways-egpu/releases/latest/download/all-ways-egpu.zip  -o all-ways-egpu.zip; unzip all-ways-egpu.zip; cd all-ways-egpu-main; chmod +x install.sh; sudo ./install.sh; cd ../; rm -rf all-ways-egpu.zip all-ways-egpu-main
            
            Archive:  all-ways-egpu.zip
            223a1b2349a702ca2dc5f1afbe02aa8c21823b12
               creating: all-ways-egpu-main/
              inflating: all-ways-egpu-main/LICENSE  
               creating: all-ways-egpu-main/OpenRC/
              inflating: all-ways-egpu-main/OpenRC/all-ways-egpu-boot-vga-openrc  
              inflating: all-ways-egpu-main/OpenRC/all-ways-egpu-openrc  
              inflating: all-ways-egpu-main/OpenRC/all-ways-egpu-set-compositor-openrc  
              inflating: all-ways-egpu-main/README.md  
              inflating: all-ways-egpu-main/all-ways-egpu  
              inflating: all-ways-egpu-main/all-ways-egpu-entry.sh  
              inflating: all-ways-egpu-main/all-ways-egpu-reenable.desktop  
              inflating: all-ways-egpu-main/all-ways-egpu.desktop  
              inflating: all-ways-egpu-main/install.sh  
               creating: all-ways-egpu-main/systemd/
              inflating: all-ways-egpu-main/systemd/all-ways-egpu-boot-vga.service  
              inflating: all-ways-egpu-main/systemd/all-ways-egpu-igpu.service  
              inflating: all-ways-egpu-main/systemd/all-ways-egpu-set-compositor.service  
              inflating: all-ways-egpu-main/systemd/all-ways-egpu-shutdown.service  
              inflating: all-ways-egpu-main/systemd/all-ways-egpu-user.service  
              inflating: all-ways-egpu-main/systemd/all-ways-egpu.service  
            Installing to system in directory /usr/bin
            
            
            1 réponse Dernière réponse
            0
            • Tuxedo17T Hors-ligne
              Tuxedo17T Hors-ligne
              Tuxedo17
              écrit dernière édition par
              #47

              Log complet :

              # dmesg | grep NVRM
              [    3.712324] NVRM: loading NVIDIA UNIX Open Kernel Module for x86_64  610.43.03  Release Build  (dvs-builder@U22-I3-AD05-33-5)  Tue Jun 30 23:47:20 UTC 2026
              [    5.869931] NVRM: GPU0 nvAssertOkFailedNoLog: Assertion failed: Invalid data passed [NV_ERR_INVALID_DATA] (0x00000025) returned from PlatformRequestHandler failed to get target temp from SBIOS @ platform_request_handler_ctrl.c:2174
              [    5.869938] NVRM: GPU0 nvAssertOkFailedNoLog: Assertion failed: Invalid data passed [NV_ERR_INVALID_DATA] (0x00000025) returned from PlatformRequestHandler failed to get platform power mode from SBIOS @ platform_request_handler_ctrl.c:2117
              [   80.369416] NVRM: GPU1 objClInitPcieChipset: *** Unable to get PCI port handles
              [  171.397600] NVRM: GPU at PCI:0000:05:00: GPU-5d8d2eb1-648d-e52f-369a-26f078362f02
              [  171.397604] NVRM: GPU Board Serial Number: 0
              [  171.397604] NVRM: Xid (PCI:0000:05:00): 79, GPU has fallen off the bus.
              [  171.397610] NVRM: GPU 0000:05:00.0: GPU has fallen off the bus.
              [  171.397611] NVRM: GPU 0000:05:00.0: GPU serial number is 0.
              [  171.397615] NVRM: krcRcAndNotifyAllChannels_IMPL: RC all channels for critical error 79.
              [  171.397622] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
              [  171.397628] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
              [  171.397632] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
              [  171.397635] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
              [  171.397640] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
              [  171.397645] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
              [  171.397648] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
              [  171.397651] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
              [  171.447520] NVRM: prbEncStartAlloc: Can't allocate memory for protocol buffers.
              [  171.447521] NVRM: A GPU crash dump has been created. If possible, please run
                             NVRM: nvidia-bug-report.sh as root to collect this data before
                             NVRM: the NVIDIA kernel module is unloaded.
              [  171.497446] NVRM: nvGpuOpsReportFatalError: uvm encountered global fatal error 0x60, requiring os reboot to recover.
              
              
              1 réponse Dernière réponse
              0
              • Tuxedo17T Hors-ligne
                Tuxedo17T Hors-ligne
                Tuxedo17
                écrit dernière édition par
                #48

                Test :
                sudo nvidia-smi -pm ENABLED;
                sudo nvidia-smi -lgc 1000,2000;

                [  586.874754] [drm] Initialized nvidia-drm 0.0.0 for 0000:05:00.0 on minor 0
                [  586.875976] nvidia 0000:05:00.0: [drm] Cannot find any crtc or sizes
                [  586.875994] pci 0000:05:00.1: extending delay after power-on from D3hot to 20 msec
                [  586.876033] pci 0000:05:00.1: D0 power state depends on 0000:05:00.0
                [  586.876184] snd_hda_intel 0000:05:00.1: enabling device (0000 -> 0002)
                [  586.876324] snd_hda_intel 0000:05:00.1: Disabling MSI
                [  586.876335] snd_hda_intel 0000:05:00.1: Handle vga_switcheroo audio client
                [  586.876368] snd_hda_intel 0000:05:00.1: number of I/O streams is 30, forcing separate stream tags
                [  586.977742] hdaudio hdaudioC2D0: no AFG or MFG node found
                [  586.977758] hdaudio hdaudioC2D1: no AFG or MFG node found
                [  586.977769] hdaudio hdaudioC2D2: no AFG or MFG node found
                [  586.977780] hdaudio hdaudioC2D3: no AFG or MFG node found
                [  586.977790] hdaudio hdaudioC2D4: no AFG or MFG node found
                [  586.977800] hdaudio hdaudioC2D5: no AFG or MFG node found
                [  586.977810] hdaudio hdaudioC2D6: no AFG or MFG node found
                [  586.977820] hdaudio hdaudioC2D7: no AFG or MFG node found
                [  586.977822] snd_hda_intel 0000:05:00.1: no codecs initialized
                [  586.977847] snd_hda_intel 0000:05:00.1: GPU sound probed, but not operational: please add a quirk to driver_denylist
                [  644.756905] NVRM: GPU at PCI:0000:05:00: GPU-5d8d2eb1-648d-e52f-369a-26f078362f02
                [  644.756912] NVRM: GPU Board Serial Number: 0
                [  644.756913] NVRM: Xid (PCI:0000:05:00): 79, GPU has fallen off the bus.
                [  644.756920] NVRM: GPU 0000:05:00.0: GPU has fallen off the bus.
                [  644.756922] NVRM: GPU 0000:05:00.0: GPU serial number is 0.
                [  644.756929] NVRM: krcRcAndNotifyAllChannels_IMPL: RC all channels for critical error 79.
                [  644.756948] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756961] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756966] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756970] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756973] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756977] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756981] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756985] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756988] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756993] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.756998] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757003] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757011] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757018] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757021] pcieport 0000:04:03.0: Unable to change power state from D3hot to D0, device inaccessible
                [  644.757022] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757026] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757028] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757031] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757035] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757039] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757043] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757046] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757049] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757053] NVRM: _threadNodeCheckTimeout: API_GPU_ATTACHED_SANITY_CHECK failed!
                [  644.757058] NVRM: prbEncStartAlloc: Can't allocate memory for protocol buffers.
                [  644.757060] NVRM: A GPU crash dump has been created. If possible, please run
                               NVRM: nvidia-bug-report.sh as root to collect this data before
                               NVRM: the NVIDIA kernel module is unloaded.
                [  644.757269] pcieport 0000:00:07.0: pciehp: Slot(0): Link Down
                
                1 réponse Dernière réponse
                0
                • fariasF Hors-ligne
                  fariasF Hors-ligne
                  farias
                  écrit dernière édition par
                  #49

                  As per Xid errors list (check PDF), the error 79 (GPU has fallen off the bus) can be related to variety of things such as driver or hardware issue, system memory corruption, bus error or thermal issue (overheating).

                  Run NVIDIA X Server Settings app (which comes with the drivers) and check the temperature, graphic clock, performance levels and GPU utilization levels.

                  The following post (based on this original thread), suggests to disable PCI-E ASPM (Active State Power Management) by changing boot params to pcie_aspm=off (it forcibly disables PCIe ASPM).

                  Related bug report: GPU has fallen off the bus.

                  Other reasons for ‘GPU has fallen off the bus’ errors

                  System overheating. Suggestions:
                      Check temperature by nvidia-smi or use NVIDIA Settings GUI app.
                      Alternatively use sensors command (install: sudo apt install lm-sensors && sudo sensors-detect) or psensor GUI app.
                  
                  PSU (Power Supply Unit) wattage doesn't meet requirements of your card(s). Suggestions:
                      Check power usage by nvidia-smi command.
                      To monitor usage in real-time, run: watch -n10 nvidia-smi.
                      Consider reducing GPU/CPU load.
                  
                  Driver issues (unstable or due to bugs). Suggestions:
                  
                      Update nvidia drivers. The easiest way is to install latest CUDA libraries to avoid mismatch, e.g. sudo apt upgrade cuda-12-8.
                  
                      Check GPU errors (e.g. look for stack traces) in more details via less /var/log/kern.log. This can help narrow down the issue.
                  
                      Consider adjusting some drivers settings. E.g.
                  
                        $ cat /etc/modprobe.d/nvidia.conf 
                        options nvidia NVreg_DynamicPowerManagement=0
                        options nvidia NVreg_EnableGpuFirmwareLogs=2
                        options nvidia NVreg_EnablePCIeGen3=1
                        options nvidia NVreg_EnableResizableBar=1
                        options nvidia NVreg_EnableStreamMemOPs=1
                        options nvidia NVreg_InitializeSystemMemoryAllocations=1
                        options nvidia NVreg_PreserveVideoMemoryAllocations=1
                        options nvidia NVreg_ResmanDebugLevel=2
                        options nouveau modeset=0
                        blacklist nouveau
                  
                      Especially NVreg_EnableGpuFirmwareLogs or NVreg_ResmanDebugLevel can generate more logs to help to debug the issue. Once edited, run sudo update-initramfs -u to apply on the next reboot.
                  
                      For check for other supported parameters, run: modinfo nvidia.
                  
                      After reboot, keep monitoring logs by sudo dmesg, tail -f /var/log/kern.log or sudo journalctl -kf.
                  
                      Consider upgrading BIOS firmware.
                  
                  Kernel timeout issues (e.g. Error while waiting for GPU progress). Suggestions:
                      Increase timeout by echo 600 | sudo tee /proc/sys/kernel/hung_task_timeout_secs. For permanent change, set kernel.hung_task_timeout_secs=600 in newly created /etc/sysctl.d/44-hung_task_timeout_secs.conf file. Or use 0 to disable.
                  
                  Hardware issues. Suggestions:
                      Ensure your card(s) are properly screwed and cables are connected correctly.
                      Ensure you don't move with any cables by accident while card is in use (GPU/monitor cables).
                      Try switching GPU to different slots.
                      For multiple GPUs, try disable one by one. On some motherboards, you can find small switches to do that without need to take the cards physically.
                      Contact your company which assembled your PC, alternatively NVIDIA support (forum or technical support).
                  
                  1 réponse Dernière réponse
                  0
                  • fariasF Hors-ligne
                    fariasF Hors-ligne
                    farias
                    écrit dernière édition par
                    #50

                    Test also :

                      nvidia-smi -pm 1                                                                                                                                        
                      nvidia-smi -lgc 1000,1000                                                                                                                               
                      nvidia-smi -pl 150     
                    
                    1 réponse Dernière réponse
                    0
                    • fariasF Hors-ligne
                      fariasF Hors-ligne
                      farias
                      écrit dernière édition par
                      #51

                      Install : https://github.com/lokmantsui/aorus-5090-egpu/tree/nvidia-610.43.02-ubuntu-5060ti

                      1 réponse Dernière réponse
                      0
                      • Tuxedo17T Hors-ligne
                        Tuxedo17T Hors-ligne
                        Tuxedo17
                        écrit dernière édition par
                        #52

                        Install : https://github.com/apnex/nvidia-driver-injector

                        sudo git clone https://github.com/apnex/nvidia-driver-injector /root/nvidia-driver-injector
                        cd /root/nvidia-driver-injector
                        sudo ./scripts/apply.sh
                        
                        1 réponse Dernière réponse
                        0
                        • Tuxedo17T Hors-ligne
                          Tuxedo17T Hors-ligne
                          Tuxedo17
                          écrit dernière édition par
                          #53

                          Résultat :

                          # sudo ./scripts/apply.sh
                          
                          === 0/10 conflict check (apnex/aorus-5090-egpu artifacts?) ===
                            no aorus-egpu artifacts detected
                          
                          === 1/10 kernel cmdline (grubby) ===
                            grubby not present (non-Fedora-family host?). Set the following
                            kernel cmdline args yourself, by whatever means your distro uses:
                              iommu=off
                              intel_iommu=off
                              thunderbolt.host_reset=false
                              pcie_aspm.policy=performance
                              thunderbolt.clx=0
                              pcie_port_pm=off
                            AORUS GPU not currently enumerated; can't auto-set
                            pci=resource_alignment. Plug in the eGPU and re-run, or set
                            the arg manually using the bridge BDF above your GPU.
                          
                          === 2/10 kernel-devel for 6.17.0-122035-tuxedo ===
                            kernel-devel present at /lib/modules/6.17.0-122035-tuxedo/build
                          
                          === 3/10 gpu UNIX group + GID-rewrite in modprobe.d ===
                            gpu group exists (gid=987)
                          
                          === 4/10 /etc/modprobe.d/nvidia-driver-injector.conf ===
                            installed /etc/modprobe.d/nvidia-driver-injector.conf (NVreg_DeviceFileGID=987)
                          
                          === 5/10 nvidia-driver-injector-bridge-link-cap (binary + systemd unit) ===
                            bridge-link-cap installed + enabled
                          
                          === 6/10 udev rules ===
                            udev rules installed (perms + audio-disable)
                          
                          === 7/10 Vulkan/EGL/OpenCL ICD disable ===
                            /usr/share/vulkan/icd.d/nvidia_icd.x86_64.json not present (driver may not have shipped this ICD)
                            /usr/share/vulkan/implicit_layer.d/nvidia_layers.json already disabled
                            /usr/share/glvnd/egl_vendor.d/10_nvidia.json already disabled
                            /etc/OpenCL/vendors/nvidia.icd already disabled
                          
                          === 8/10 apply bridge-link-cap now (without rebooting) ===
                            GPU not currently enumerated; cap will apply at next boot
                          
                          === 9/10 k3s integration (containerd runtime + RuntimeClass) ===
                            k3s not present on this host; skipping k3s integration
                            (re-run with k3s installed, or pass --skip-k3s to silence this)
                          
                          === 10/10 summary ===
                          Layer 1 install complete.
                          
                          Next steps:
                            1. Bring up the injector — pick a path:
                                 # Path A (dev / single-host): docker-compose
                                 cd /root/nvidia-driver-injector && docker compose up -d
                          
                                 # Path B (recommended for production): k3s DaemonSet
                                 cd /root/nvidia-driver-injector && kubectl apply -f k8s/daemonset.yaml
                                 kubectl rollout status -n kube-system ds/nvidia-driver-injector
                          
                            2. Once ready, bring up your GPU consumer (e.g., vLLM):
                               - Path A: cd /path/to/workload && docker compose up -d
                               - Path B: see docs/consumer-contract.md (nodeSelector +
                                         runtimeClassName: nvidia)
                          
                          
                          1 réponse Dernière réponse
                          0
                          • Tuxedo17T Hors-ligne
                            Tuxedo17T Hors-ligne
                            Tuxedo17
                            écrit dernière édition par
                            #54

                            Fichier : /etc/default/grub

                            GRUB_DEFAULT=0
                            GRUB_TIMEOUT_STYLE=hidden
                            GRUB_TIMEOUT=0
                            GRUB_DISTRIBUTOR='tuxedo'
                            GRUB_CMDLINE_LINUX_DEFAULT='quiet splash'
                            GRUB_CMDLINE_LINUX=""
                            

                            Après

                            GRUB_DEFAULT=0
                            GRUB_TIMEOUT_STYLE=hidden
                            GRUB_TIMEOUT=0
                            GRUB_DISTRIBUTOR='tuxedo'
                            GRUB_CMDLINE_LINUX_DEFAULT='quiet splash'
                            GRUB_CMDLINE_LINUX="iommu=off intel_iommu=off thunderbolt.host_reset=false pcie_aspm.policy=performance thunderbolt.clx=0 pcie_port_pm=off pci=resource_alignment"
                            
                            

                            Update :

                            # sudo update-grub
                            Sourcing file `/etc/default/grub'
                            Sourcing file `/etc/default/grub.d/50-tuxedo-fix-nvidia-preserve-vram-suspend.cfg'
                            Sourcing file `/etc/default/grub.d/90-tuxedo.cfg'
                            Sourcing file `/etc/default/grub.d/tuxedo-theme.cfg'
                            Generating grub configuration file ...
                            Found theme: /usr/share/grub/themes/tuxedo/theme.txt
                            Found linux image: /boot/vmlinuz-6.17.0-122035-tuxedo
                            Found initrd image: /boot/initrd.img-6.17.0-122035-tuxedo
                            Found memtest86+ 64bit EFI image: /boot/memtest86+x64.efi
                            Warning: os-prober will be executed to detect other bootable partitions.
                            Its output will be used to detect bootable binaries on them and create new boot entries.
                            Adding boot menu entry for UEFI Firmware Settings ...
                            done
                            
                            1 réponse Dernière réponse
                            0
                            • Tuxedo17T Hors-ligne
                              Tuxedo17T Hors-ligne
                              Tuxedo17
                              écrit dernière édition par
                              #55

                              Misère …

                              # llama-bench -m /models/gemma-3-1b-it-q4_k_m.gguf 
                              ggml_cuda_init: failed to initialize CUDA: unknown error
                              | model                          |       size |     params | backend    | ngl |            test |                  t/s |
                              | ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |
                              | gemma3 1B Q4_K - Medium        | 762.49 MiB |   999.89 M | CUDA       |  -1 |           pp512 |        393.02 ± 6.23 |
                              | gemma3 1B Q4_K - Medium        | 762.49 MiB |   999.89 M | CUDA       |  -1 |           tg128 |         48.85 ± 1.55 |
                              
                              build: c3d47e696 (10030)
                              
                              #  lsmod | grep nvidia_uvm
                              # modprobe nvidia_uvm
                              modprobe: ERROR: ../libkmod/libkmod-module.c:1084 command_do() Error running install command '/bin/false' for module nvidia_uvm: retcode 1
                              modprobe: ERROR: could not insert 'nvidia_uvm': Invalid argument
                              
                              1 réponse Dernière réponse
                              0
                              • Tuxedo17T Hors-ligne
                                Tuxedo17T Hors-ligne
                                Tuxedo17
                                écrit dernière édition par
                                #56

                                Je vias donc faire une purge :

                                sudo nvidia-uninstall
                                sudo apt purge -y '^nvidia-*' '^libnvidia-*'
                                sudo rm -r /var/lib/dkms/nvidia
                                sudo apt -y autoremove
                                sudo update-initramfs -c -k `uname -r`
                                sudo update-grub2
                                

                                Et une reinstallation :

                                # bash ./NVIDIA-Linux-x86_64-610.43.03.run -m=kernel-open
                                
                                
                                1 réponse Dernière réponse
                                0
                                • Tuxedo17T Hors-ligne
                                  Tuxedo17T Hors-ligne
                                  Tuxedo17
                                  écrit dernière édition par
                                  #57

                                  Nouveau test :

                                  # git clone https://github.com/lokmantsui/aorus-5090-egpu.git -b nvidia-610.43.02-ubuntu-5060ti
                                  
                                  # cd aorus-5090-egpu
                                  
                                  # ./install.sh 
                                  replacing /etc/modprobe.d/nvidia.conf
                                  replacing /etc/modprobe.d/nvidia-graphics-drivers.conf
                                  replacing /etc/modprobe.d/nvidia-graphics-drivers-kms.conf
                                  replacing /etc/modprobe.d/nvidia-power-management.conf
                                  installing /etc/modprobe.d/aorus.conf
                                  replacing /etc/default/grub
                                  installing /usr/local/bin/aorus-bridge
                                  installing /usr/local/bin/aorus-modules
                                  installing /etc/systemd/system/aorus.service
                                  creating directory /etc/systemd/system/nvidia-persistenced.service.d
                                  installing /etc/systemd/system/nvidia-persistenced.service.d/aorus.conf
                                  installing /etc/udev/rules.d/99-aorus-egpu.rules
                                  running update-initramfs -u
                                  update-initramfs: Generating /boot/initrd.img-6.17.0-122035-tuxedo
                                  running grub-mkconfig -o /boot/grub/grub.cfg
                                  Sourcing file `/etc/default/grub'
                                  Sourcing file `/etc/default/grub.d/50-tuxedo-fix-nvidia-preserve-vram-suspend.cfg'
                                  Sourcing file `/etc/default/grub.d/90-tuxedo.cfg'
                                  Sourcing file `/etc/default/grub.d/tuxedo-theme.cfg'
                                  Generating grub configuration file ...
                                  Found theme: /usr/share/grub/themes/tuxedo/theme.txt
                                  Found linux image: /boot/vmlinuz-6.17.0-122035-tuxedo
                                  Found initrd image: /boot/initrd.img-6.17.0-122035-tuxedo
                                  Found memtest86+ 64bit EFI image: /boot/memtest86+x64.efi
                                  Warning: os-prober will be executed to detect other bootable partitions.
                                  Its output will be used to detect bootable binaries on them and create new boot entries.
                                  Adding boot menu entry for UEFI Firmware Settings ...
                                  done
                                  reloading systemd manager
                                  enabling aorus.service
                                  Created symlink /etc/systemd/system/multi-user.target.wants/aorus.service → /etc/systemd/system/aorus.service.
                                  reloading udev rules
                                  install complete; reboot required
                                  
                                  1 réponse Dernière réponse
                                  0
                                  • Tuxedo17T Hors-ligne
                                    Tuxedo17T Hors-ligne
                                    Tuxedo17
                                    écrit dernière édition par
                                    #58

                                    Le script ne voit pas la bonne carte :

                                    # /usr/local/bin/aorus-bridge detect
                                    0000:00:01.0
                                    

                                    Je pense qu’il fonctionne seulement quand on a une seule carte.

                                    Je vais donc modifier : /usr/local/bin/aorus-bridge .

                                    J’ai donc :

                                    # lspci -nn | grep -e NVIDIA
                                    01:00.0 VGA compatible controller [0300]: NVIDIA Corporation GA106M [GeForce RTX 3060 Mobile / Max-Q] [10de:2520] (rev a1)
                                    01:00.1 Audio device [0403]: NVIDIA Corporation GA106 High Definition Audio Controller [10de:228e] (rev a1)
                                    05:00.0 VGA compatible controller [0300]: NVIDIA Corporation GB206 [GeForce RTX 5060 Ti] [10de:2d04] (rev a1)
                                    05:00.1 Audio device [0403]: NVIDIA Corporation GB206 High Definition Audio Controller [10de:22eb] (rev a1)
                                    

                                    En détail :

                                    # udevadm info -q property -p /sys/bus/pci/devices/0000:05:00.0 
                                    DEVPATH=/devices/pci0000:00/0000:00:07.0/0000:03:00.0/0000:04:00.0/0000:05:00.0
                                    DRIVER=nvidia
                                    PCI_CLASS=30000
                                    PCI_ID=10DE:2D04
                                    PCI_SUBSYS_ID=1458:41CD
                                    PCI_SLOT_NAME=0000:05:00.0
                                    MODALIAS=pci:v000010DEd00002D04sv00001458sd000041CDbc03sc00i00
                                    SUBSYSTEM=pci
                                    USEC_INITIALIZED=2566746846
                                    ID_PCI_CLASS_FROM_DATABASE=Display controller
                                    ID_PCI_SUBCLASS_FROM_DATABASE=VGA compatible controller
                                    ID_PCI_INTERFACE_FROM_DATABASE=VGA controller
                                    ID_VENDOR_FROM_DATABASE=NVIDIA Corporation
                                    ID_PATH=pci-0000:05:00.0
                                    ID_PATH_TAG=pci-0000_05_00_0
                                    ID_FOR_SEAT=pci-pci-0000_05_00_0
                                    TAGS=:seat:master-of-seat:systemd:
                                    CURRENT_TAGS=:master-of-seat:seat:
                                    # udevadm info -q property -p /sys/bus/pci/devices/0000:01:00.0 
                                    DEVPATH=/devices/pci0000:00/0000:00:01.0/0000:01:00.0
                                    DRIVER=nvidia
                                    PCI_CLASS=30000
                                    PCI_ID=10DE:2520
                                    PCI_SUBSYS_ID=1D05:1146
                                    PCI_SLOT_NAME=0000:01:00.0
                                    MODALIAS=pci:v000010DEd00002520sv00001D05sd00001146bc03sc00i00
                                    SUBSYSTEM=pci
                                    USEC_INITIALIZED=1449305
                                    ID_PCI_CLASS_FROM_DATABASE=Display controller
                                    ID_PCI_SUBCLASS_FROM_DATABASE=VGA compatible controller
                                    ID_PCI_INTERFACE_FROM_DATABASE=VGA controller
                                    ID_VENDOR_FROM_DATABASE=NVIDIA Corporation
                                    ID_MODEL_FROM_DATABASE=GA106M [GeForce RTX 3060 Mobile / Max-Q]
                                    ID_PATH=pci-0000:01:00.0
                                    ID_PATH_TAG=pci-0000_01_00_0
                                    ID_FOR_SEAT=pci-pci-0000_01_00_0
                                    TAGS=:systemd:master-of-seat:seat:
                                    CURRENT_TAGS=:master-of-seat:seat:
                                    

                                    Je modifier donc modifier :

                                    VENDOR_ID="${VENDOR_ID:-0x10de}"   # NVIDIA
                                    # DEVICE_ID: exact PCI device id to match (e.g. 0x2b85 for RTX 5090). Leave
                                    # empty to match ANY NVIDIA display controller by PCI class — this covers the
                                    # whole RTX 50-series (5090=0x2b85, 5060 Ti=0x2d04, …) without a hardcoded list,
                                    # in the same spirit as is_tb_tunneled below. Set DEVICE_ID to pin one board.
                                    DEVICE_ID="${DEVICE_ID:-0x2d04}"
                                    # PCI base class 0x03 = display controller (VGA 0x0300 / 3D 0x0302); selects the
                                    # GPU function and excludes its HDMI-audio function (class 0x0403).
                                    GPU_CLASS_PREFIX="${GPU_CLASS_PREFIX:-0x03}"
                                    
                                    
                                    1 réponse Dernière réponse
                                    0
                                    • Tuxedo17T Hors-ligne
                                      Tuxedo17T Hors-ligne
                                      Tuxedo17
                                      écrit dernière édition par
                                      #59

                                      Mise à jours du fichier : Fichier : /etc/default/grub

                                      GRUB_DEFAULT=0
                                      GRUB_TIMEOUT_STYLE=hidden
                                      GRUB_TIMEOUT=0
                                      GRUB_DISTRIBUTOR='tuxedo'
                                      GRUB_CMDLINE_LINUX_DEFAULT="quiet splash"
                                      GRUB_CMDLINE_LINUX="pci=resource_alignment iommu.passthrough=1 thunderbolt.host_reset=false pcie_aspm.policy=performance thunderbolt.clx=0 pcie_port_pm=off pci=resource_alignment=35@0000:00:01.0"
                                      

                                      Il a du voir la première carte, je change donc :

                                      GRUB_DEFAULT=0
                                      GRUB_TIMEOUT_STYLE=hidden
                                      GRUB_TIMEOUT=0
                                      GRUB_DISTRIBUTOR='tuxedo'
                                      GRUB_CMDLINE_LINUX_DEFAULT="quiet splash"
                                      GRUB_CMDLINE_LINUX="iommu.passthrough=1 thunderbolt.host_reset=false pcie_aspm.policy=performance thunderbolt.clx=0 pcie_port_pm=off pci=resource_alignment=35@0000:00:05.0"
                                      
                                      
                                      1 réponse Dernière réponse
                                      0
                                      • Tuxedo17T Hors-ligne
                                        Tuxedo17T Hors-ligne
                                        Tuxedo17
                                        écrit dernière édition par
                                        #60

                                        Premier bench sans crash :

                                        # nvidia-smi 
                                        Fri Jul 17 15:23:12 2026       
                                        +-----------------------------------------------------------------------------------------+
                                        | NVIDIA-SMI 595.71.05              Driver Version: 595.71.05      CUDA Version: 13.2     |
                                        +-----------------------------------------+------------------------+----------------------+
                                        | GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
                                        | Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
                                        |                                         |                        |               MIG M. |
                                        |=========================================+========================+======================|
                                        |   0  NVIDIA GeForce RTX 3060 ...    Off |   00000000:01:00.0 Off |                  N/A |
                                        | N/A   49C    P0             28W /  115W |       0MiB /   6144MiB |      2%      Default |
                                        |                                         |                        |                  N/A |
                                        +-----------------------------------------+------------------------+----------------------+
                                        |   1  NVIDIA GeForce RTX 5060 Ti     Off |   00000000:05:00.0 Off |                  N/A |
                                        | 30%   36C    P0             19W /  180W |       0MiB /  16311MiB |      2%      Default |
                                        |                                         |                        |                  N/A |
                                        +-----------------------------------------+------------------------+----------------------+
                                        
                                        +-----------------------------------------------------------------------------------------+
                                        | Processes:                                                                              |
                                        |  GPU   GI   CI              PID   Type   Process name                        GPU Memory |
                                        |        ID   ID                                                               Usage      |
                                        |=========================================================================================|
                                        |  No running processes found                                                             |
                                        +-----------------------------------------------------------------------------------------+
                                        
                                        # llama-bench -m /models/gemma-3-1b-it-q4_k_m.gguf 
                                        
                                        ggml_cuda_init: found 2 CUDA devices (Total VRAM: 21656 MiB):
                                          Device 0: NVIDIA GeForce RTX 5060 Ti, compute capability 12.0, VMM: yes, VRAM: 15849 MiB
                                          Device 1: NVIDIA GeForce RTX 3060 Laptop GPU, compute capability 8.6, VMM: yes, VRAM: 5806 MiB
                                        | model                          |       size |     params | backend    | ngl |            test |                  t/s |
                                        | ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |
                                        | gemma3 1B Q4_K - Medium        | 762.49 MiB |   999.89 M | CUDA       |  -1 |           pp512 |    16697.67 ± 675.30 |
                                        | gemma3 1B Q4_K - Medium        | 762.49 MiB |   999.89 M | CUDA       |  -1 |           tg128 |        261.49 ± 2.71 |
                                        
                                        build: c3d47e696 (10030)
                                        
                                        

                                        Donc important :

                                        • De modifier /etc/default/grub .
                                        • D’utiliser git clone https://github.com/lokmantsui/aorus-5090-egpu.git -b nvidia-610.43.02-ubuntu-5060ti
                                          • De modifier le script /usr/local/bin/aorus-bridge

                                        Bref je dois faire un audit de mon installation.

                                        1 réponse Dernière réponse
                                        0
                                        • Tuxedo17T Hors-ligne
                                          Tuxedo17T Hors-ligne
                                          Tuxedo17
                                          écrit dernière édition par
                                          #61

                                          Nouveau test : Qwen3.6-35B-A3B-UD-Q4_K_M.gguf => crash.

                                          # llama-bench -m /models/Qwen3.6-35B-A3B-UD-Q4_K_M.gguf 
                                          ggml_cuda_init: found 2 CUDA devices (Total VRAM: 21656 MiB):
                                            Device 0: NVIDIA GeForce RTX 5060 Ti, compute capability 12.0, VMM: yes, VRAM: 15849 MiB
                                            Device 1: NVIDIA GeForce RTX 3060 Laptop GPU, compute capability 8.6, VMM: yes, VRAM: 5806 MiB
                                          | model                          |       size |     params | backend    | ngl |            test |                  t/s |
                                          | ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |
                                          /home/arias/Documents/llama.cpp/ggml/src/ggml-cuda/ggml-cuda.cu:104: CUDA error
                                          
                                          

                                          Modèle Qwen3.6-27B-Q4_K_M.gguf : OK.

                                          # llama-bench -m /models/Qwen3.6-27B-Q4_K_M.gguf 
                                          ggml_cuda_init: found 2 CUDA devices (Total VRAM: 21656 MiB):
                                            Device 0: NVIDIA GeForce RTX 5060 Ti, compute capability 12.0, VMM: yes, VRAM: 15849 MiB
                                            Device 1: NVIDIA GeForce RTX 3060 Laptop GPU, compute capability 8.6, VMM: yes, VRAM: 5806 MiB
                                          | model                          |       size |     params | backend    | ngl |            test |                  t/s |
                                          | ------------------------------ | ---------: | ---------: | ---------- | --: | --------------: | -------------------: |
                                          | qwen35 27B Q4_K - Medium       |  15.65 GiB |    26.90 B | CUDA       |  -1 |           pp512 |        760.71 ± 4.35 |
                                          | qwen35 27B Q4_K - Medium       |  15.65 GiB |    26.90 B | CUDA       |  -1 |           tg128 |         21.50 ± 0.01 |
                                          
                                          build: c3d47e696 (10030)
                                          
                                          1 réponse Dernière réponse
                                          0

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