Knowledge Center Monthly Newsletter - September 2025
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All Content tagged with GPU Development
Accelerate your AI/ML, Graphics, or Pixel Streaming applications with GPUs in the cloud
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I’m running Amazon ECS with a g6f.2xlarge. Since there’s no GPU-optimized ECS AMI for this instance family yet, I have included GRID driver and ecs agent installation in my user data for my launch tem...
1
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35
views
asked 11 days ago
I am trying to run a container inside an AWS g4dn 2xlarge instance. For that I have configured the machine and the docker having:
nvidia-smi:
+--------------------------------------------------------...
2
answers
0
votes
181
views
asked a month ago
I am attempting to set up a new g6f.xlarge instance to run a custom FFmpeg build, including vulkan.
I tried following the official [guide to install GRID drivers on ubuntu](https://docs.aws.amazon.com...
2
answers
0
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222
views
asked a month ago
Markus AdhiwiyogoEXPERT
published 2 months ago0 votes48 views
Virtual training on choosing the optimal infrastructure for Small Language Models
MikeLimEXPERT
published 2 months ago2 votes686 views
Setup a GPU-accelerated workstation on Ubuntu that supports up to four 4K displays and audio playback
I am trying to test the instance I recently created but I'm not able to find a CUDA compatible GPU, even when the instance info say it has one A10G one from NVIDIA.
My python code:
if torch.cuda.is_...
3
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0
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204
views
asked 3 months ago
MikeLimEXPERT
published 3 months ago2 votes506 views
Setup a deep learning workstation running Ubuntu Linux based on Deep Learning AMI (DLAMI)
MikeLimEXPERT
published 3 months ago2 votes589 views
Setup a deep learning workstation running Amazon Linux 2023 based on Deep Learning AMI (DLAMI)
Working on a Outposts with: (vCPUs: 48 - Memory: 192 GiB - Memory per vCPU: 4 GiB - GPU 4 - GPU: NVIDIA T4 Tensor Core)
I’m using OCR and get issue is that one OCR request consumes around 40% of the G...
1
answers
0
votes
66
views
asked 3 months ago
I'm running multi-node pretraining with LLaMA-Factory using ml.p4de.24xlarge on SageMaker. The job fails with this error:
[rankX]: [c10d] While waitForInput, poolFD failed...
torch.distributed.DistBa...
2
answers
0
votes
438
views
asked 3 months ago
I have a G5 instance in N. Virginia, but in this instance, the server sometimes acts strangely, i.e., we are unable to log in to the server. I need to stop and then start the server, and then it worke...
3
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0
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30
views
asked 3 months ago
Hi,
I have a number of services that use openGL which I run on g4dn EC2s.
These process based services automatically runs, once the Windows (2022 svr) OS has booted and before logging into the machine...
2
answers
0
votes
175
views
asked 4 months ago