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anubhavamd authored Jul 13, 2022
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## 3.1 PyTorch

```mermaid
flowchart LR
PyTorch-->Install-PyTorch
PyTorch-->Test-PyTorch
PyTorch-->Run-PyTorch
Install-PyTorch-->Use-Docker-Image
Install-PyTorch-->Use-wheels-package
Install-PyTorch-->Use-PyTorch-Rocm-base-Docker-Image
Install-PyTorch-->Use-PyTorch-upstream-Docker-file
click PyTorch href "https://github.com/anubhavamd/Deep-Learning-Updated#31-pytorch"
click Install-PyTorch href "https://github.com/anubhavamd/Deep-Learning-Updated#311-installing-pytorch"
click Test-PyTorch href "https://github.com/anubhavamd/Deep-Learning-Updated#312-test-the-pytorch-installation"
click Run-PyTorch href "https://github.com/anubhavamd/Deep-Learning-Updated#313-run-a-basic-pytorch-example"
click Use-Docker-Image href "https://github.com/anubhavamd/Deep-Learning-Updated#3111-option-1-recommended-use-docker-image-with-pytorch-pre-installed"
click Use-wheels-package href "https://github.com/anubhavamd/Deep-Learning-Updated#3112-option-2-install-pytorch-using-wheels-package"
click Use-PyTorch-Rocm-base-Docker-Image href "https://github.com/anubhavamd/Deep-Learning-Updated#3113-option-3-install-pytorch-using-pytorch-rocm-base-docker-image"
click Use-PyTorch-upstream-Docker-file href "https://github.com/anubhavamd/Deep-Learning-Updated#3114-option-4-install-using-pytorch-upstream-docker-file"
```

<table width="100%" align="center">
<tr width="100%" align="center">
<td align="center"><img src="https://github.com/anubhavamd/Deep-Learning-Updated/blob/main/PyTorch.png">
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## 3.2 TensorFlow

```mermaid
flowchart LR
TensorFlow-->Install-TensorFlow
TensorFlow-->Test-TensorFlow
TensorFlow-->Run-TensorFlow
Install-TensorFlow-->Use-Docker
Install-TensorFlow-->Use-wheels-package
Test-TensorFlow-->Test
Run-TensorFlow-->Run
click TensorFlow href "https://github.com/anubhavamd/Deep-Learning-Updated#32-tensorflow"
click Install-TensorFlow href "https://github.com/anubhavamd/Deep-Learning-Updated#321-installing-tensorflow"
click Test-TensorFlow href "https://github.com/anubhavamd/Deep-Learning-Updated#322-test-the-tensorflow-installation"
click Run-TensorFlow href "https://github.com/anubhavamd/Deep-Learning-Updated#323-run-a-basic-tensorflow-example"
click Use-Docker href "https://github.com/anubhavamd/Deep-Learning-Updated#3211-option-1-install-tensorflow-using-docker-image"
click Use-wheels-package href "https://github.com/anubhavamd/Deep-Learning-Updated#3212-option-2-install-tensorflow-using-wheels-package"
click Test href "https://github.com/anubhavamd/Deep-Learning-Updated#322-test-the-tensorflow-installation"
click Run href "https://github.com/anubhavamd/Deep-Learning-Updated#323-run-a-basic-tensorflow-example"
```

<table width="100%" align="center">
<tr width="100%" align="center">
<td align="center"><img src="https://github.com/anubhavamd/Deep-Learning-Updated/blob/main/2%20Tensorflow.png">
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TensorFlow is an open-source library for solving problems of Machine Learning, Deep Learning, and Artificial Intelligence. It can be used to solve a large number of problems across different sectors and industries but primarily focuses on training and inference in neural networks. It is one of the most popular and in-demand frameworks, and very active in terms of open-source contribution and development.

```mermaid
flowchart LR
PyTorch-->Install-PyTorch
PyTorch-->Test-PyTorch
PyTorch-->Run-PyTorch
Install-PyTorch-->Use-Docker-Image
Install-PyTorch-->Use-wheels-package
Install-PyTorch-->Use-PyTorch-Rocm-base-Docker-Image
Install-PyTorch-->Use-PyTorch-upstream-Docker-file
click PyTorch href "https://github.com/anubhavamd/Deep-Learning-Updated#31-pytorch"
click Install-PyTorch href "https://github.com/anubhavamd/Deep-Learning-Updated#311-installing-pytorch"
click Test-PyTorch href "https://github.com/anubhavamd/Deep-Learning-Updated#312-test-the-pytorch-installation"
click Run-PyTorch href "https://github.com/anubhavamd/Deep-Learning-Updated#313-run-a-basic-pytorch-example"
click Use-Docker-Image href "https://github.com/anubhavamd/Deep-Learning-Updated#3111-option-1-recommended-use-docker-image-with-pytorch-pre-installed"
click Use-wheels-package href "https://github.com/anubhavamd/Deep-Learning-Updated#3112-option-2-install-pytorch-using-wheels-package"
click Use-PyTorch-Rocm-base-Docker-Image href "https://github.com/anubhavamd/Deep-Learning-Updated#3113-option-3-install-pytorch-using-pytorch-rocm-base-docker-image"
click Use-PyTorch-upstream-Docker-file href "https://github.com/anubhavamd/Deep-Learning-Updated#3114-option-4-install-using-pytorch-upstream-docker-file"
```

### 3.2.1 Installing TensorFlow

#### 3.2.1.1 Option 1: Install TensorFlow using Docker image
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