# Training Deep Learning Model on Cloud

###### tags: `deep-learning`, `azure`, `tutorial`

> 2021.07.09: Virtual machine created on Azure.
> 2021.07.16: Document creadted.

## :memo: Azure Virtual Machine

### Step 1: Create a resource: **Virtual machine**


### Step 2: Settings - Basics


:::info
:bulb: **Hint:**
- **Region**: (US) East US. :arrow_right: NC4as_T4_v3 is ceaper in East US.
- **Image**: Choose Windows 10 for RDP.
- **Size**: Standard_NC4as_T4_v3 - 4 vcpus, 28GiB memory ($383.98/month) :arrow_right: NVIDIA T4 GPU、16 GB RAM.
- 在第一次開這個資源的時候有出現需要request quota的狀況，有請零壹科技協助開ticket
:::


### Step 3: Settings - Advanced



:::info
:bulb: **Hint:**
- **Extensions**: Select an extension to install.
- **NVIDIA GPU Driver Extension**: Select this for gpu driver. **Important**:heavy_exclamation_mark::heavy_exclamation_mark:
:::

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### Step 4: Settings - Tags


:::info
:bulb: **Hint:**
- **creater**
- **owner**
:::

### Step 5: Install - CUDA


:::info
:bulb: **Hint:**
- **cuda**: Remember to download and install the correct cuda driver before `conda install tensorflow`.
:::