From 71078db725a1829e36c84ea3142881bad231c5e2 Mon Sep 17 00:00:00 2001 From: MathieuBsqt Date: Mon, 8 Sep 2025 09:30:25 +0200 Subject: [PATCH 1/5] update guide --- .../guide.en-gb.md | 146 ++++++++++++++---- .../images/manager-1.png | Bin 0 -> 217544 bytes .../images/manager-2.png | Bin 0 -> 15792 bytes .../images/manager-3.png | Bin 0 -> 56972 bytes .../images/manager-4.png | Bin 0 -> 93798 bytes .../images/manager-5.png | Bin 0 -> 65754 bytes .../images/manager-6.png | Bin 0 -> 59089 bytes .../images/vscode-2.png | Bin 5629 -> 127450 bytes .../images/vscode-3.png | Bin 5583 -> 16138 bytes .../images/vscode-4.png | Bin 117220 -> 31843 bytes .../images/vscode-5.png | Bin 0 -> 24718 bytes .../images/vscode-6.png | Bin 0 -> 97634 bytes .../images/vscode-8.png | Bin 0 -> 230299 bytes 13 files changed, 116 insertions(+), 30 deletions(-) create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/manager-1.png create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/manager-2.png create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/manager-3.png create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/manager-4.png create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/manager-5.png create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/manager-6.png create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/vscode-5.png create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/vscode-6.png create mode 100644 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/images/vscode-8.png diff --git a/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/guide.en-gb.md b/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/guide.en-gb.md index dce2991585f..570eef00120 100644 --- a/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/guide.en-gb.md +++ b/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/guide.en-gb.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote +title: AI Training - Tutorial - Connect to VSCode via Remote excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +updated: 2025-09-05 --- ## Objective @@ -10,60 +10,146 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) - -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer ## Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +## Generate SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> - `-t ed25519` creates a modern, secure key (recommended). +> +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, to not share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +## Specify SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the UI [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your desired Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). + +## Verify you can connect to the SSH host -## Configure VSCode Remote Development +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +## Configure VSCode Remote Connection -Click on the Remote Explorer Button. +On Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +## Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. 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g_^7-9eM4lI|Rxd^5Nw}xjH@~<%U$TrV4=7ifbl15Y zeCOfAH$7?j;5>mKsNdM1T8@x1s}%%CXXXMei16?U99&CUn_-Zw3Rh0-+r8X7CHmDT=x2%E5I-GrR;KH+RjQj!e(uH zjeNJ5MfGZq526y Date: Mon, 8 Sep 2025 09:39:14 +0200 Subject: [PATCH 2/5] change guide's category --- pages/index.md | 2 +- .../guide.de-de.md | 0 .../guide.en-asia.md | 0 .../guide.en-au.md | 0 .../guide.en-ca.md | 0 .../guide.en-gb.md | 0 .../guide.en-ie.md | 0 .../guide.en-sg.md | 0 .../guide.en-us.md | 0 .../guide.es-es.md | 0 .../guide.es-us.md | 0 .../guide.fr-ca.md | 0 .../guide.fr-fr.md | 0 .../guide.it-it.md | 0 .../guide.pl-pl.md | 0 .../guide.pt-pt.md | 0 .../images/manager-1.png | Bin .../images/manager-2.png | Bin .../images/manager-3.png | Bin .../images/manager-4.png | Bin .../images/manager-5.png | Bin .../images/manager-6.png | Bin .../images/vscode-1.png | Bin .../images/vscode-2.png | Bin .../images/vscode-3.png | Bin .../images/vscode-4.png | Bin .../images/vscode-5.png | Bin .../images/vscode-6.png | Bin .../images/vscode-8.png | Bin .../gi_03_remote_connection/meta.yaml | 3 +++ .../training_tuto_04_vscode_remote/meta.yaml | 3 --- 31 files changed, 4 insertions(+), 4 deletions(-) rename pages/public_cloud/ai_machine_learning/{training_tuto_04_vscode_remote => gi_03_remote_connection}/guide.de-de.md (100%) rename pages/public_cloud/ai_machine_learning/{training_tuto_04_vscode_remote => gi_03_remote_connection}/guide.en-asia.md (100%) rename pages/public_cloud/ai_machine_learning/{training_tuto_04_vscode_remote => gi_03_remote_connection}/guide.en-au.md (100%) rename pages/public_cloud/ai_machine_learning/{training_tuto_04_vscode_remote => gi_03_remote_connection}/guide.en-ca.md (100%) rename pages/public_cloud/ai_machine_learning/{training_tuto_04_vscode_remote => gi_03_remote_connection}/guide.en-gb.md (100%) rename pages/public_cloud/ai_machine_learning/{training_tuto_04_vscode_remote => gi_03_remote_connection}/guide.en-ie.md (100%) rename pages/public_cloud/ai_machine_learning/{training_tuto_04_vscode_remote => 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pages/public_cloud/ai_machine_learning/gi_03_remote_connection/meta.yaml delete mode 100755 pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/meta.yaml diff --git a/pages/index.md b/pages/index.md index 20776790030..cf5db835339 100644 --- a/pages/index.md +++ b/pages/index.md @@ -1107,6 +1107,7 @@ + [Comparative tables - AI Notebooks, AI Training, AI Deploy](public_cloud/ai_machine_learning/gi_00_ai_comparative-table) + [Users - Manage AI users and roles](public_cloud/ai_machine_learning/gi_01_manage_users) + [Data - Concept and best practices](public_cloud/ai_machine_learning/gi_02_concepts_data) + + [AI Tools - Remote SSH Connection](public_cloud/ai_machine_learning/gi_03_remote_connection) + [Data - Compliance between AI Tools and S3 compatible Object Storage](public_cloud/ai_machine_learning/gi_08_s3_compliance) + [FAQ - AI Training](public_cloud/ai_machine_learning/gi_04_training_FAQ) + [ovhai CLI - Cheat Sheet](public_cloud/ai_machine_learning/gi_05_ovhai_cheatsheet) @@ -1164,7 +1165,6 @@ + [Tutorials](public-cloud-ai-and-machine-learning-ai-training-tutorials) + [AI Training - Tutorial - Train your first ML model](public_cloud/ai_machine_learning/training_tuto_01_train_your_first_model) + [AI Training - Tutorial - Build & use custom Docker image](public_cloud/ai_machine_learning/training_tuto_02_build_custom_image) - + [AI Training - Tutorial - Connect to VSCode via remote](public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) + [AI Training - Tutorial - Use tensorboard inside a job](public_cloud/ai_machine_learning/training_tuto_05_tensorboard) + [AI Training - Tutorial - Compare models with W&B for audio classification task](public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases) + [AI Training - Tutorial - Train a Rasa chatbot with Docker and AI Training](public_cloud/ai_machine_learning/training_tuto_07_train_rasa_chatbot) diff --git 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a/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/meta.yaml b/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/meta.yaml deleted file mode 100755 index 7ad946b9bfb..00000000000 --- a/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote/meta.yaml +++ /dev/null @@ -1,3 +0,0 @@ -id: d7ec627e-551a-45b9-90b4-af3b2f304a11 -full_slug: public-cloud-ai-training-vscode-remote-code -reference_category: public-cloud-ai-and-machine-learning-ai-training-tutorials \ No newline at end of file From d0a87aaa04b542cbd9972b68a700c1875be36526 Mon Sep 17 00:00:00 2001 From: MathieuBsqt Date: Mon, 8 Sep 2025 09:58:43 +0200 Subject: [PATCH 3/5] adapt existing links --- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.de-de.md | 2 +- .../cli_12_howto_run_job_cli/guide.en-asia.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.en-au.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ca.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.en-gb.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ie.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.en-sg.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.en-us.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.es-es.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.es-us.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-ca.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-fr.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.it-it.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.pl-pl.md | 2 +- .../ai_machine_learning/cli_12_howto_run_job_cli/guide.pt-pt.md | 2 +- 15 files changed, 15 insertions(+), 15 deletions(-) diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.de-de.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.de-de.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.de-de.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.de-de.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-asia.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-asia.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-asia.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-asia.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-au.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-au.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-au.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-au.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ca.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ca.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ca.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ca.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-gb.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-gb.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-gb.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-gb.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ie.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ie.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ie.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-ie.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-sg.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-sg.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-sg.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-sg.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-us.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-us.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-us.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.en-us.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.es-es.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.es-es.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.es-es.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.es-es.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.es-us.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.es-us.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.es-us.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.es-us.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-ca.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-ca.md index 2c3d808e0bc..d9645eebfce 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-ca.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-ca.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-fr.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-fr.md index 2c3d808e0bc..d9645eebfce 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-fr.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.fr-fr.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.it-it.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.it-it.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.it-it.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.it-it.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.pl-pl.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.pl-pl.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.pl-pl.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.pl-pl.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job diff --git a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.pt-pt.md b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.pt-pt.md index 9d11e042809..a79ecca4ef9 100644 --- a/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.pt-pt.md +++ b/pages/public_cloud/ai_machine_learning/cli_12_howto_run_job_cli/guide.pt-pt.md @@ -180,7 +180,7 @@ A few other options are available for your jobs. - `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption - `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli) - `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role. -- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote) +- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection) - `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job. ### Run a job From 0f20d7074fab688abbc7c977cdc5cac885868eca Mon Sep 17 00:00:00 2001 From: MathieuBsqt Date: Mon, 8 Sep 2025 10:08:09 +0200 Subject: [PATCH 4/5] update date, title, excerpt --- .../gi_03_remote_connection/guide.en-gb.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-gb.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-gb.md index 570eef00120..67bd8415e81 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-gb.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-gb.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via Remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2025-09-05 +title: AI Tools - Remote SSH Connection +excerpt: Tutorial to configure Remote SSH Connection with AI Notebooks and AI Training +updated: 2025-09-08 --- ## Objective From dc0d81841936ca76071586a9da754c8a948f79b6 Mon Sep 17 00:00:00 2001 From: Yoann Cosse Date: Mon, 8 Sep 2025 17:48:23 +0200 Subject: [PATCH 5/5] Proofreading & duplication --- .../gi_03_remote_connection/guide.de-de.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.en-asia.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.en-au.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.en-ca.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.en-gb.md | 32 ++-- .../gi_03_remote_connection/guide.en-ie.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.en-sg.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.en-us.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.es-es.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.es-us.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.fr-ca.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.fr-fr.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.it-it.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.pl-pl.md | 148 ++++++++++++++---- .../gi_03_remote_connection/guide.pt-pt.md | 148 ++++++++++++++---- 15 files changed, 1669 insertions(+), 435 deletions(-) diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.de-de.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.de-de.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.de-de.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.de-de.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-asia.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-asia.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-asia.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-asia.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-au.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-au.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-au.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-au.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-ca.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-ca.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-ca.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-ca.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-gb.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-gb.md index 67bd8415e81..3891cdfae75 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-gb.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-gb.md @@ -1,7 +1,7 @@ --- title: AI Tools - Remote SSH Connection -excerpt: Tutorial to configure Remote SSH Connection with AI Notebooks and AI Training -updated: 2025-09-08 +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -15,13 +15,15 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re - An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) - [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -## Installation +## Instructions + +### Installation 1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. 2. Install [Visual Studio Code](https://code.visualstudio.com/). 3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Generate SSH Keypair +### Generate an SSH Keypair If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: @@ -30,22 +32,22 @@ ssh-keygen -t ed25519 -C "your_email@example.com" ``` > [!primary] -> - `-t ed25519` creates a modern, secure key (recommended). > +> - `-t ed25519` creates a modern, secure key (recommended). > - `-C` lets you add a label (usually your email) to identify the key. -This will create a private key (e.g., `id_ed25519`, to not share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. -## Specify SSH Key during AI Notebook or AI Training Job Creation +### Specify the SSH Key during AI Notebook or AI Training Job Creation -Here is how to add your SSH key to your AI Solution if you are using the UI [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: > [!tabs] > **Using the Control Panel (UI)** >> >> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). >> ->> Select your desired Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. >> >> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. >> @@ -94,7 +96,7 @@ Once your job is created, regardless of the method chosen, you will be able to c > [!warning] > In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Verify you can connect to the SSH host +### Verify you can connect to the SSH host Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): @@ -102,16 +104,16 @@ Before continuing, you can verify you can access your job by running the followi ssh @.ai.cloud.ovh.net ``` -If SSH key is well configured, you should see the following: +If the SSH key is well configured, you should see the following: ``` Welcome to OVHcloud! ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ ``` -## Configure VSCode Remote Connection +### Configure VSCode Remote Connection -On Visual Studio Code, click on the `Remote Explorer`{.action} icon. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} @@ -136,11 +138,11 @@ Your resource should now appear in the SSH menu on the left. Connect to it by cl ![image](images/vscode-4.png){.thumbnail} -If connection is well established, you should see this message in the bottom-left corner of VSCode: +If the connection is well established, you should see this message in the bottom-left corner of VSCode: ![image](images/vscode-5.png){.thumbnail} -## Develop and Run Your Code +### Develop and Run Your Code Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-ie.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-ie.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-ie.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-ie.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-sg.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-sg.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-sg.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-sg.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-us.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-us.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-us.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.en-us.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.es-es.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.es-es.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.es-es.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.es-es.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.es-us.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.es-us.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.es-us.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.es-us.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.fr-ca.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.fr-ca.md index 21efeed106c..8bbc37a86ba 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.fr-ca.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.fr-ca.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutoriel - Se connecter à VS Code à distance (EN) -excerpt: Comment configurer VS Code pour utiliser AI Training à distance -updated: 2022-09-01 +title: AI Tools - Connexion SSH à distance (EN) +excerpt: Apprenez à configurer une connexion SSH à distance avec AI Notebooks et AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.fr-fr.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.fr-fr.md index 21efeed106c..8bbc37a86ba 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.fr-fr.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.fr-fr.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutoriel - Se connecter à VS Code à distance (EN) -excerpt: Comment configurer VS Code pour utiliser AI Training à distance -updated: 2022-09-01 +title: AI Tools - Connexion SSH à distance (EN) +excerpt: Apprenez à configurer une connexion SSH à distance avec AI Notebooks et AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.it-it.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.it-it.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.it-it.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.it-it.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.pl-pl.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.pl-pl.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.pl-pl.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.pl-pl.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases). diff --git a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.pt-pt.md b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.pt-pt.md index dce2991585f..b0d4fb456a5 100644 --- a/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.pt-pt.md +++ b/pages/public_cloud/ai_machine_learning/gi_03_remote_connection/guide.pt-pt.md @@ -1,7 +1,7 @@ --- -title: AI Training - Tutorial - Connect to VSCode via remote -excerpt: Tutorial to configure Remote Visual Studio with AI Training -updated: 2022-09-01 +title: AI Tools - Remote SSH Connection +excerpt: Learn how to configure a remote SSH connection with AI Notebooks and AI Training +updated: 2025-09-09 --- ## Objective @@ -10,60 +10,148 @@ This tutorial covers the process of starting a job using a Visual Studio Code Re ## Requirements -- an **AI Training project** created inside a **Public Cloud** project -- a [user for AI Training](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) -- installing the [OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) +- Access to the [OVHcloud Control Panel](/links/manager) +- An AI Notebook or AI Training Project created inside a [Public Cloud project](/links/public-cloud/public-cloud) in your OVHcloud account +- An [AI user](/pages/public_cloud/ai_machine_learning/gi_01_manage_users) +- [The OVHcloud AI CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) installed on your computer -> [!warning] -> The deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian) +## Instructions -## Installation +### Installation -1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. -2. Install [Visual Studio Code](https://code.visualstudio.com/). -3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). +1. Install an [OpenSSH compatible SSH client](https://code.visualstudio.com/docs/remote/troubleshooting#_installing-a-supported-ssh-client) if one is not already present. +2. Install [Visual Studio Code](https://code.visualstudio.com/). +3. Install the [Remote Development extension pack](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.vscode-remote-extensionpack). -## Start a job with the SSH feature +### Generate an SSH Keypair -We will launch a job with the CLI, just choose the number of GPUs (``) to use on your job and use the following command: +If you don’t already have an SSH key, you will need to create one. To do so, open a Terminal / PowerShell, and run the key generation command: -``` {.bash} -ovhai job run --gpu -s ~/.ssh/id_ed25519.pub ovhcom/ai-training-tensorflow:2.3.0 +```bash +ssh-keygen -t ed25519 -C "your_email@example.com" ``` -Once the job is `Running`, you can see the `sshUrl` with *job get*: +> [!primary] +> +> - `-t ed25519` creates a modern, secure key (recommended). +> - `-C` lets you add a label (usually your email) to identify the key. + +This will create a private key (e.g., `id_ed25519`, not to share) and a public key (e.g., `id_ed25519.pub`) in your `~/.ssh/` directory. + +### Specify the SSH Key during AI Notebook or AI Training Job Creation + +Here is how to add your SSH key to your AI Solution if you are using the [OVHcloud Control Panel](/links/manager) or the `ovhai` CLI: + +> [!tabs] +> **Using the Control Panel (UI)** +>> +>> First, go to the `Public Cloud`{.action} section of the [OVHcloud Control Panel](/links/manager). +>> +>> Select your Public Cloud project, then go to the `AI & Machine Learning`{.action} category in the left menu and choose `AI Notebooks`{.action} or `AI Training`{.action} section. +>> +>> From there, click on the `+ Create a notebook`{.action} or `+ Launch a job`{.action} button to configure and create your AI Solution. +>> +>> ![image](images/manager-1.png){.thumbnail} +>> +>> Fill in the various details required until you find the `Advanced configuration`{.action} section. Open it. +>> +>> ![image](images/manager-2.png){.thumbnail} +>> +>> From there you will find a `SSH Public Keys` sub-section where you can add and configure new SSH keys by clicking on the `+ Configure an SSH Key`{.action} button: +>> +>> ![image](images/manager-3.png){.thumbnail} +>> +>> This will open a window where you can put the content of your public key file (e.g., `id_ed25519.pub`): +>> +>> ![image](images/manager-4.png){.thumbnail} +>> +>> Click on `Confirm`{.action}. Once your key is added, you can select it from your SSH Keys list: +>> +>> ![image](images/manager-5.png){.thumbnail} +>> +>> Once selected, make sure to click on the `+`{.action} to confirm the addition of your key. You should see the following message: `1 of 10 SSH key configured`. +>> +>> ![image](images/manager-6.png){.thumbnail} +>> +> **Using ovhai CLI** +>> +>> To follow this part, make sure you have installed the [ovhai CLI](/pages/public_cloud/ai_machine_learning/cli_10_howto_install_cli) on your computer or on an instance. +>> +>> When creating your AI resource using the `ovhai` CLI, specify the SSH public key using the `--ssh-public-keys` option, or `-s` shortcut: +>> +>> ```bash +>> ovhai job run \ +>> --gpu \ +>> --ssh-public-keys ~/.ssh/id_ed25519.pub +>> ``` +>> +>> Once the job is `Running`, you can see the `sshUrl` by getting your job information: +>> +>> ```bash +>> ovhai job get +>> ``` + +Once your job is created, regardless of the method chosen, you will be able to copy your job id (e.g., `bfa1d77a-9746-4128-9974-f94139937927`), which will be needed in the following steps. -``` {.bash} -ovhai job get -``` +> [!warning] +> In order to work, the deployed image needs to contain the `bash` binary and a glibc-based Linux (Ubuntu / Debian). -## Configure VSCode Remote Development +### Verify you can connect to the SSH host -Verify you can connect to the SSH host by running the following command from a terminal / PowerShell window replacing user\@hostname accordingly: +Before continuing, you can verify you can access your job by running the following command from a terminal / PowerShell window, replacing `` with the ID of your job and `` with your resource location (e.g., `gra`, `bhs`): + +```bash +ssh @.ai.cloud.ovh.net +``` -``` {.bash} -ssh @gra.ai.cloud.ovh.net +If the SSH key is well configured, you should see the following: -Welcome to OVHcloud AI Training Jobs SSH -job-0d916855-1cd4-4b66-8803-b4782bc13902:~$ ``` +Welcome to OVHcloud! +ovh@job-36ed1f18-626b-42f7-b15f-0ed844e65d20:~$ +``` + +### Configure VSCode Remote Connection -Click on the Remote Explorer Button. +In Visual Studio Code, click on the `Remote Explorer`{.action} icon. ![image](images/vscode-1.png){.thumbnail} -Then click on the `+` button to add a SSH server. +From there, click the gear icon on the SSH feature to access the SSH configuration file for VSCode, typically located at `~/.ssh/config`, and open it. ![image](images/vscode-2.png){.thumbnail} -Then click on the window icon near your server in the list. +Add the following section for your new host: + +``` +Host my_ai_training_job +HostName .ai.cloud.ovh.net # Adapt to your resource location (gra, bhs) +User bfa1d77a-9746-4128-9974-f94139937927 # ID of your AI Training Job or AI Notebook +IdentityFile C:\Path\To\id_ed25519 # Path to your private key file (not .pub) +``` + +Save the `config` file. Then refresh remotes by clicking on this icon: ![image](images/vscode-3.png){.thumbnail} -Enjoy. +Your resource should now appear in the SSH menu on the left. Connect to it by clicking the arrow next to your resource. VSCode will restart to connect to your remote resource: ![image](images/vscode-4.png){.thumbnail} +If the connection is well established, you should see this message in the bottom-left corner of VSCode: + +![image](images/vscode-5.png){.thumbnail} + +### Develop and Run Your Code + +Once connected, you can start developing and running your code in the default `/workspace` folder, by clicking on the `Open folder`{.action} blue button, and select `/workspace`. + +![image](images/vscode-6.png){.thumbnail} + +You can also open a terminal and run commands from it. Enjoy! + +![image](images/vscode-7.png){.thumbnail} + ## Go further You can compare AI models based on resource consumption, accuracy and training time. Refer to this [tutorial](/pages/public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases).

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