mirror of
https://github.com/azaion/ai-training.git
synced 2026-04-22 08:56:35 +00:00
Alex Bezdieniezhnykh
49 lines
1.3 KiB
Markdown
49 lines
1.3 KiB
Markdown
**1. Install necessary libs and drivers**
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https://www.python.org/downloads/
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Windows
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* [Install CUDA](https://developer.nvidia.com/cuda-12-1-0-download-archive)
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Linux
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* ```
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sudo apt install nvidia-driver-535
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wget https://developer.download.nvidia.com/compute/cudnn/9.2.0/local_installers/cudnn-local-repo-ubuntu2204-9.2.0_1.0-1_amd64.deb
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sudo dpkg -i cudnn-local-repo-ubuntu2204-9.2.0_1.0-1_amd64.deb
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sudo cp /var/cudnn-local-repo-ubuntu2204-9.2.0/cudnn-*-keyring.gpg /usr/share/keyrings/
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sudo apt-get update
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sudo apt-get -y install cudnn nvidia-cuda-toolkit -y
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nvcc --version
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```
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**2. Install dependencies**
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* (Optional) Install virtual env:
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```
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pip install virtualenv
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python -m venv env
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env\Scripts\activate
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```
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```
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python -m pip install --upgrade pip
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pip install --upgrade huggingface_hub
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pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
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pip install git+https://github.com/airockchip/ultralytics_yolov8.git
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pip install albumentations onnx
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```
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**3. Fix possible problems**
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* Windows:
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* cv2.error: OpenCV(4.10.0) ...\window.cpp:1301: error: (-2:Unspecified error)
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```
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pip uninstall opencv-python
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pip install opencv-python
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```
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* fbgemm.dll error
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```
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copypaste libomp140.x86_64.dll to C:\Windows\System32
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```
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