{"id":13586271,"url":"https://github.com/floydhub/dockerfiles","last_synced_at":"2025-04-07T15:31:25.363Z","repository":{"id":52703790,"uuid":"77873475","full_name":"floydhub/dockerfiles","owner":"floydhub","description":"Deep Learning Dockerfiles","archived":false,"fork":false,"pushed_at":"2021-04-20T17:51:45.000Z","size":546,"stargazers_count":156,"open_issues_count":9,"forks_count":57,"subscribers_count":7,"default_branch":"master","last_synced_at":"2024-11-06T04:41:11.626Z","etag":null,"topics":["deep-learning","docker","pytorch","tensorflow","torch"],"latest_commit_sha":null,"homepage":"https://docs.floydhub.com/guides/environments/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/floydhub.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-01-03T01:23:55.000Z","updated_at":"2024-07-07T02:33:40.000Z","dependencies_parsed_at":"2022-08-22T10:21:21.444Z","dependency_job_id":null,"html_url":"https://github.com/floydhub/dockerfiles","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/floydhub%2Fdockerfiles","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/floydhub%2Fdockerfiles/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/floydhub%2Fdockerfiles/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/floydhub%2Fdockerfiles/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/floydhub","download_url":"https://codeload.github.com/floydhub/dockerfiles/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247679426,"owners_count":20978047,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","docker","pytorch","tensorflow","torch"],"created_at":"2024-08-01T15:05:26.431Z","updated_at":"2025-04-07T15:31:24.745Z","avatar_url":"https://github.com/floydhub.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# Dockerfiles\n\nCollection of Dockerfiles useful for NLP and Deep Learning. To download the docker images\nvisit: [floydhub's Docker Hub](https://hub.docker.com/r/floydhub/).\n\n\n## How to update framework\n\n1. Dockerfiles are generated using two inputs: `matrix.yml` and jinja template file inside `./dl/FRAMEWORK` directory. `matrix.yml` provides variable values for jinja template files.\n  * The `$render` list in `matrix.yml` controls what version of the framework to render.\n  * For each version config in `matrix.yml`, any key starts with `_` are global keys, which will get automatically injected into each variant config for that version.\n\n2. Most of the cases, you only need to update `./dl/FRAMEWORK/matrix.yml` to generate a set of dockerfiles for a new version of a framework. If not, you will need to update the jinja file to account for build step changes.\n\n3. Install floydker: `cd floydker \u0026\u0026 pipenv shell \u0026\u0026 pipenv install`.\n\n4. Render dockerfiles: `cd .. \u0026\u0026 floydker render .`.\n\n5. Commit new docker images to git and push: `git commit -a`.\n\n\n## Naming conventions\n\nDockerfiles are organized into the following directory structure:\n\n```\nCATEGORY/PROJECT_NAME/VERSION/Dockerfile-ENV\nCATEGORY/PROJECT_NAME/VERSION/Dockerfile-ENV.gpu\n```\n\nAutomated build scripts will generate the following tags for images based on\nthe above dockerfile paths:\n\n```\nfloydhub/PROJECT_NAME:VERSION-ENV\nfloydhub/PROJECT_NAME:VERSION-ENV-gpu\n```\n\nContains docker images for popular deep learning frameworks including: Tensorflow, PyTorch and Torch.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffloydhub%2Fdockerfiles","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffloydhub%2Fdockerfiles","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffloydhub%2Fdockerfiles/lists"}