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CUDA

[개발환경] RTX 4090 Ubuntu 22.04 | CUDA ❍ Ubuntu 22.04 ❍ nvcc -V nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2022 NVIDIA Corporation Built on Wed_Sep_21_10:33:58_PDT_2022 Cuda compilation tools, release 11.8, V11.8.89 Build cuda_11.8.r11.8/compiler.31833905_0 sudo apt-get update sudo apt install -y ubuntu-drivers-common 구성 확인 + Nvidia Graphic Driver lspci | grep -i nvidia GPU 2개 ➝ 2개 뜨는거 확인 Distribution + Release number 확.. 더보기
[Setup] Window | Anaconda | Pytorch | CUDA | CUDNN CUDA - torch 버전 차이로 삽질 뭐하려고 했는지 모르겠 사전 확인: GPU 체크 PC에 장착된 GPU 모델 확인 ❍ NVIDIA GeForce GTX 1080 Ti ❍ CUDA Version: 12.0: 내 그래픽 카드에 설치할 수 있는 버전 Anaconda 설치 ❍ python 3.9.13 ❍ conda 23.5.2 CUDA 설치 nvcc -V로 버전 확인 가능 ❍ CUDA: V11.2.67 CUDNN Version Check (CUDNN 8 이후) C: > Program Files > NVIDIA GPU Computing Toolkit > CUDA > v11.2(자신 버전) > include > cudnn_version.h MAJOR - MINOR - PATCHLEVEL 순으로 버전 = 8... 더보기
[NVIDIA GPU 활용 발표] CUDA | TensorRT CPU? GPU? CPU GPU Central Processing Unit Graphics Processing Unit Several cores Many cores Low latency High throughput Good for serial processing Good for parallel processing Can do handful of operations at once Can do thousands of operations at once CUDA(Computed Unified Device Architecture "CUDA is a parallel comoputing platform and programming model that makes using a GPU for general purpose.. 더보기