routine
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								README.md
									
									
									
									
									
								
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# pytorch study
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# AI-Learning
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## BASE ENV
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```shell
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conda create -n pt python=3.10 -y
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conda activate pt
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```
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## MAC
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```shell
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conda create -n ail python=3.10 -y
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conda activate ail
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# 安装 pytorch v1.12版本已经正式支持了用于mac m1芯片gpu加速的mps后端
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conda install pytorch::pytorch torchvision torchaudio -c pytorch -y
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# tensorflow mac apple silicon
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pip install tensorflow-macos
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pip install tensorflow-metal
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pip install -r requirements.txt
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```
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## linux
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```shell
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conda create -n ail-tf python=3.9 -y
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conda create -n ail-pt python=3.10 -y
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conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
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# tensorflow 需要cudnn支持
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pip install tensorflow
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pip install -r requirements.txt
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```
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## Jupyter
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```shell
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# env
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pip install jupyter
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```
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```shell
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jupyter notebook
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```
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## tensorflow
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### python
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```shell
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# win and linux
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pip install tensorflow
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```
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```shell
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#mac apple silicon
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pip install tensorflow-macos
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pip install tensorflow-metal
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```
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### c++
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