Questions tagged [gpu]
The gpu tag has no usage guidance.
60
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DirectX 12 is not supported on your system on VM with Nvidia L4
I have a virtual machine at google cloud with the Nvidia L4 GPU to run 3D applications. I installed the Nvidia drivers according to the documentation, but every time I run an application, it doesn't ...
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Building server for research team
this is kind of a big task for me, I have an engineering background with computer science knowledge but I'm no expert in servers and networking.
I want to build a GPU-enabled computing platform that ...
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Mount a remote GPU locally on Rocky Linux
I am doing some work on a server which has 1TB RAM, 100CPUs, and 1000TB storage. My work involves very large datasets.
One specific I am trying to run would benefit immensely from a GPU, it is ML ...
5
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1
answer
65
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The GPU usage provided by nvidia-smi command is very different from GPU metrics from guest OS
I'm working on a project that can monitor virtual machines' vgpu usage.
The hypervisor is vCenter, we have nvidia A16 cards installed on vCenter hosts, and assigned a16 vGPU to a couple of windows VMs ...
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59
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Hyper-V GPU Passthrough with NVidia A100 no display
I am currently trying to get some NVidia A100 GPUs to work on our Hyper-V Hypervisor. I managed to setup the GPU Passthrough to a VM but the problem is I don't get a video display. I assume the ...
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Will compute nodes with A100 80GB (2x on node1) and A100 40GB (2x on node2) work in Red Hat OpenShift cluster?
I think the answer should be yes, however these parts/cards are expensive, so would like to know from experts who have done this kind of things.
Will MIG be supported on this?
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44
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Interpretation of output of nvidia-smi and lspci | grep -i nvidia
I am very new to GPU servers. I submitted a slurm job and then checked "nvidia-smi". I got the following outputs.
This picture
Then, I ran "lspci | grep -i nvidia" where I got ...
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38
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AMD driver doesn't load after rebooting vm with GPU passthrough on virt manager
I'm having an issue with GPU passthrough, using virt manager on Debian 11. It's a very specific question, but i hope that someone can help me with this. I have an RX 5500XT GPU, and i passthrough it ...
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How to size compute/gpu/storage/network for generative AI or LLM? [duplicate]
I would like to provision compute (servers), gpus (say 2 A100 80GB or H100), storage and network (may be 100GbE) to run OpenApaca 7B (https://huggingface.co/openlm-research/open_llama_7b) model.
How ...
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How do I fix amdgpu and amdgpu-dkms packages not installing?
I'm trying to install the amdgpu package and it throws a bunch of errors:
Reading package lists... Done
Building dependency tree... Done
Reading state information... Done
The following packages were ...
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1
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340
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LM-Sensors - Intel Arc A750 + Dell R720 + Debian 11 (Kernel 6.2.2)
I have a Dell R720 at home running virtualized services under KVM. I have recently added an Intel ARC A750 which I've passed through a Debian 11 VM (with a Q35 machine model), where I have Jellyfin ...
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276
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How to monitor windows GPU in zabbix
I am using zabbix 6.0 and I wan to monitor the gpu usage and temperature and other things related to GPU of my windows host, How can I do that, I have windows 10 and agent installed
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234
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How do you disable hardware-accelerated GPU scheduling via the command line in Windows 10/11?
I need to disable, programmatically, hardware-accelerated GPU scheduling in Windows if it's enabled.
Searching, I was pointed at the HKLM\SYSTEM\CurrentControlSet\Control\GraphicsDrivers - HwSchMode ...
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227
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What socket(s) does the aux power for a GPU come from in a PowerEdge T550?
Server: Dell PowerEdge T550 Tower Server
PSU: Single, Hot Plug, Non-Redundant Power Supply (1+0), 1100W, Mixed Mode Titanium
GPU: NVIDIA A40
Photos: https://www.reddit.com/user/bigboyserver/comments/...
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203
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Dell PowerEdge R720XD - Fans Ramp Up When Video Card is Installed [closed]
I have a Dell PowerEdge R720XD with 2x Xeon E5-2640 v2 (16 cores total), 16 GB of RAM, and 2x 3 TB hard drives. I have Windows 10 running on the machine.
When I connect a video card to the system, the ...
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how so I troubleshoot intermittent node/kubelt reboots on a GKE
I am running workloads on a spot GPU node pool & intermittently getting 'NodeNotReady' followed by a reboot/restart of the node (& loss of the the workload pod), however the node does not go ...
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There is no dir "/sys/devices/pci0000:00/0000:00:02.0/mdev_supported_types" with 5.19.0-23-generic
I've an issue with 5.19.0-23-generic #24-Ubuntu SMP, — there is no /sys/devices/pci0000:00/0000:00:02.0/mdev_supported_types dir.
uname -a
Linux hp1 5.19.0-23-generic #24-Ubuntu SMP PREEMPT_DYNAMIC ...
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T4 GPU slows down automatically after sometime with power usage limited
I had been using T4 GPU with 8 virtual CPUs and 30 GB RAM Virtual Machine for more than a month without any issues.
I have been running some deep learning training jobs on it.
But since yesterday, I ...
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31
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Setting ep an AI server for multiple users
In the University I work, we want to buy a workstation with one or two powerful GPUs. We want students to be able to use the workstation remotely. This is the main restriction. It would be nice if ...
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156
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Double-precision floating point performance on GPUs
I have an application which needs to run lots of double-precision floating point operations in parallel on small datasets. I've just started exploring the possibility of running these computations on ...
2
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1
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4k
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Pod is stuck in PodInitializing status when an initContainer is OOMKilled
I have the following on-prem Kubernetes environment:
OS: Red Hat Enterprise Linux release 8.6 (Ootpa)
Kubernetes: 1.23.7 (single-node, build with kubeadm)
NVIDIA driver: 515.65.01
nvidia-container-...
0
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1
answer
352
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Can each GPU be used on Kubernetes as dedicated to a specific Pod?
I have the following environment:
Pods: Pod0, Pod1 (launched as a k8s Job)
GPUs: GPU0, GPU1
GPU0 is dedicated to Pod0, and GPU1 is dedicated to Pod1.
There can be multiple Pod0s and Pod1s at the same ...
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172
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CloudStack and GPU support
Is there any document for GPU and VGPU support in cloudstack version 4.14 and later? For example how I find out CloudStack support Nvidia Quadro RTX series or not?
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2k
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GKE Node auto-provisioning not scaling up with limits defined
I want to use GKE node auto-provisioning to create a node-pool with GPU on demand (that is when I start a Job that needs GPU resources).
Going with the GCP tutorial I've set up a cluster with enabled ...
3
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1
answer
3k
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GPU Acceleration on a Windows Server without virtualization over RDP
I'm trying to find out if it's possible to run a Windows Server with one GPU which is shared between all RDP clients so that people could
create a session on the server
start some program with a UI ...
2
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2
answers
6k
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GCP does not have enough resources available to fulfill the request for about a month
I've been trying to start my existing GCP VM that has an NVIDIA T4 GPU attached to it, for almost a month at this time. It has been working fine before but now I am constantly getting the error ...
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1k
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GCP: Cannot create any VM with GPU -> No capacity
I subscribed to GCP and received the $300 credits. Then I upgraded my account to "paid account". Next, I increased the limit for multiple VM types with GPU, in multiple regions, and received ...
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238
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How to identify slot for faulty GPU card in server using UBUNTU OS commands?
I have a question. Is it possible to identify in which slot there is a broken GPU card using the UBUNTU operating system? We have a SuperMicro GPU server in which there are about 8 GPU cards for AI ...
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4k
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Slurm srun cannot allocate ressources for GPUs - Invalid generic resource specification
I am able to launch a job on a GPU server the traditional way (using CPU and MEM as consumables):
~ srun -c 1 --mem 1M -w serverGpu1 hostname
serverGpu1
but trying to use the GPUs will give an error:
...
33
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7
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22k
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Does a server need a GPU?
Do I need a GPU on a text and console only server? No GPU as in no iGPU and dGPU. Im going to be using SSH, so I dont need a display out.
Im using Linux, but the OS shouldn't affect the results
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Why can't the GPUs communicate in a multi-GPU server?
This is a Dell PowerEdge r750xa server with 4 Nvidia A40 GPUs, intended for AI applications. While the GPUs work well individually, multi-GPU training jobs or indeed any multi-GPU computational ...
4
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1
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2k
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Kubernetes: How can I get which pod schedule GPU?
I have three Nvidia GPUs in my cluster, and so many pods are running in my cluster. How can I find which one of these pods schedule GPU and how many GPUs they schedule?
I use this link to enable the ...
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350
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How to extend 1U / 2U servers with multiple 2 slot full height GPUs for sharing? [closed]
What are the possible options to extend a 1U / 2U server with a GPU?
e.g. I am searching for a solution how to add a GTX 1650 into the server. The GPU is usually 2 slots width and therefore often not ...
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1
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What is the best metric for auto-scaling GPU instances for machine learning inference in the cloud?
We have an API in AWS with a GPU instance that does inference. We have an auto-scaler setup with the minimum and maximum number of instances, but aren’t sure which metric (GPU/CPU usage, RAM usage, ...
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1
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1k
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Xorg not starting in GKE with GPU : (EE) no screens found(EE)
I am trying to run Xorg server that use GPU inside Google Kubernetes Engine
I followed this guide (https://cloud.google.com/kubernetes-engine/docs/how-to/gpus#ubuntu) to setup a
GKE cluster with ...
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0
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171
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Is there any software VGA dummy solution?
To cut long story short, I actually run Davinci Resolve on a Intel HD 4600 based server on Hetzner auction. And they all don't come with any remote KVM, or use any VGA dummy plug, for every server ...
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1
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489
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Tesla K80 not showing up in HP DL580 G7
I have a HP Proliant DL580 G7 server with P65 BIOS update from 2015 (which I think is the latest BIOS).
I installed the PCIe expansion board in it and installed 4 x Tesla K80 GPUs. Connected them to ...
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Server not starting, after adding graphisc card
First of all, I want to clarify, that I pretty new to server topics.
My server runs on normal ubuntu.
I bought a Nvidia Quadro k4000.
I built it into the server and connected the PCIe Power cable. - ...
1
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0
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348
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Service Creation failed AWS ECS Service with elastic inference accelerator (EIA)
I am trying to create a service in my ECS cluster to run a task that uses elastic inference accelerator (EIA). However, when I try to create the service, I get the following error:
I have read the ...
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1
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[GCP]Why can't I see the GPU selection button on my VM instance?
I want to use GPU in Windows VM.
However, the GPU selection button is not active when creating the instance.
Currently, I applied for GPU(k-80) as a quota and got 1 allocation. Of course, I received ...
2
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1
answer
1k
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Considerations using consumer class (high-end) GPU in server?
Motivation:
First of all, even if I have some knowledge of computer science, software development and server Linux administration, I never looked into a server hardware and I am a total "newbie&...
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1
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42
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Configure a new kubernetes node automatically
I configured a Kubernetes cluster with GPU in AWS, and one of the steps is configuring the nodes to enable Nvidia runtime by default.
So when I configured cluster auto scaler, the cluster scales up ...
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0
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271
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Deep Learning - maximum GPUs a CPU can handle
The design for the deep learning server would be very similar to that of a mining rig, specifically using risers to stack as many GPU's onto the motherboard. The design is as follows:
CPU: AMD EPYC ...
1
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0
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140
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Mounting virtual GPUs on different machines
I have multiple computers connected over a VPN, each computer having one or more Nvidia GPUs. All computers run Linux. I'm wondering if it's possible to mount them over network such that they appear ...
0
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1
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441
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How to increase Service name: GPU (ALL REGION) quota limit in Compute Engine?
I requested 2 times for GPU all region service quota from 0 to 1 but not got accepted so ,I want a way to increase this limit.
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1k
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Make Headless Server Use Hardware Accelaration
I have a headless CentOS 8 Server with an AMD GPU. I want to use hardware acceleration but when I run OpenGL programs with xvfb-run (e.g glxinfo), the system reports I am using software rendering. How ...
0
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1
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193
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Create a kubernetes master on google cloud and add as nodes on-premise instances with gpu
Since we are working on ML engineering tasks we do have requirements of gpu instances.
We do have couple of them on-premise and we need to organize our pipeline creating a kubernetes cluster.
Since ...
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1
answer
1k
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Misbehaving NVLINK with 2080 ti cards?
I am running into problems with nvlink'd RTX videocards, and I wonder if someone more experienced with this tech could kindly look at the output below and tell me if there is a problem?
Using a pair ...
0
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393
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RTX 2070 + Fedora 31: nvidia_modeset error freezes computer just before login
I'm experimenting an error -which I'll describe next- with the following Linux system:
Fedora 31 - kernel: 5.5.17-200.fc31.x86_64
GPU is ASUS RTX 2070 SUPER with drivers 440.82, also CUDA 10.1 and ...
4
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1
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10k
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Use passthrough GPU in KVM/QEMMU and display in host OS in a window
I'm new to KVM/QEMMU.
I have used virtual box to run Windows 10 in a virtual machine on my Arch host system (a laptop with both integrated and discrete GPUs). Being dissatisfied with the video ...