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How long until a rented GPU runs CUDA? Launch to first matmul on six GPU types, timed
Runcrate
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Oct 26
How long until a rented GPU runs CUDA? Launch to first matmul on six GPU types, timed
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gpu
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cuda
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pytorch
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devops
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5 min read
4 GPUs, 2x speed: why PyTorch DDP stalled on a PCIe-only 4x RTX A6000, and two flags that took it to 3.6x
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Oct 26
4 GPUs, 2x speed: why PyTorch DDP stalled on a PCIe-only 4x RTX A6000, and two flags that took it to 3.6x
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pytorch
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gpu
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machinelearning
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performance
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4 min read
Save Your Work Before You Destroy a Cloud GPU: Checkpoints, rsync and Hub Uploads (2026)
CloudGPU
CloudGPU
CloudGPU
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Oct 26
Save Your Work Before You Destroy a Cloud GPU: Checkpoints, rsync and Hub Uploads (2026)
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4 min read
Why gpu-unlock Speeds Up RTX 3090 Prefill but Barely Changes Decode
orca forge
orca forge
orca forge
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Oct 26
Why gpu-unlock Speeds Up RTX 3090 Prefill but Barely Changes Decode
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gpu
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llm
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linux
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7 min read
This week of C++ | October 19-25.
Yurii Cherkasov
Yurii Cherkasov
Yurii Cherkasov
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Oct 26
This week of C++ | October 19-25.
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cpp
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cryptography
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llm
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2 min read
vLLM on three GPUs: Qwen2.5-7B tokens per second and cost per 1M tokens on RTX A6000, L40S and H100
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Oct 26
vLLM on three GPUs: Qwen2.5-7B tokens per second and cost per 1M tokens on RTX A6000, L40S and H100
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vllm
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llm
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5 min read
Unreal Engine GPU Stack: Chapter 2 Scene View Extensions
Saish
Saish
Saish
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Oct 25
Unreal Engine GPU Stack: Chapter 2 Scene View Extensions
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gamedev
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gpu
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graphics
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9 min read
Nodus vs CoreWeave: which fits your training workload?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Oct 26
Nodus vs CoreWeave: which fits your training workload?
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gpu
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kubernetes
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machinelearning
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cloudcomputing
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8 min read
Nodus vs Lambda: which is better for GPU training?
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Oct 26
Nodus vs Lambda: which is better for GPU training?
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gpu
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machinelearning
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cloudcomputing
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pytorch
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8 min read
Cloud GPU Pricing Guide (2026): RunPod vs. Lambda vs. AWS vs. Vast.ai
abdul rahman
abdul rahman
abdul rahman
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Oct 25
Cloud GPU Pricing Guide (2026): RunPod vs. Lambda vs. AWS vs. Vast.ai
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gpu
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7 min read
RTX 4090 "2x FP16" unlock: real GEMM gains are 12 to 34%. How to test it safely
Deduped
Deduped
Deduped
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Oct 25
RTX 4090 "2x FP16" unlock: real GEMM gains are 12 to 34%. How to test it safely
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nvidia
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linux
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gpu
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4 min read
Two vLLM servers on one GPU: the startup check that bites, and the fix
Qaiser Mehdi
Qaiser Mehdi
Qaiser Mehdi
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Oct 24
Two vLLM servers on one GPU: the startup check that bites, and the fix
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vllm
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llm
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gpu
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2 min read
Nineteen calls, every time
the kilted dev
the kilted dev
the kilted dev
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Oct 24
Nineteen calls, every time
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debugging
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gpu
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softwareengineering
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buildinpublic
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5 min read
How to compare cloud GPU prices without getting misled
AskGPU
AskGPU
AskGPU
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Oct 24
How to compare cloud GPU prices without getting misled
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gpu
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ai
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cloud
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machinelearning
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1 min read
Running AI video generation on GPUs in your own region
Raisul Mahmud (Romel)
Raisul Mahmud (Romel)
Raisul Mahmud (Romel)
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Oct 24
Running AI video generation on GPUs in your own region
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ai
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infrastructure
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startup
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gpu
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1 min read
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