{"id":26048595,"url":"https://github.com/jackkweyunga/docker-tensorflow","last_synced_at":"2026-01-31T14:32:36.871Z","repository":{"id":217792127,"uuid":"744813120","full_name":"jackkweyunga/docker-tensorflow","owner":"jackkweyunga","description":"Experimenting faster and effecient docker builds for projects using tensorflow.","archived":false,"fork":false,"pushed_at":"2024-01-19T15:31:15.000Z","size":19,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-11T22:49:39.041Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Dockerfile","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jackkweyunga.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-01-18T03:48:17.000Z","updated_at":"2024-01-21T13:56:18.000Z","dependencies_parsed_at":"2025-03-08T00:37:12.413Z","dependency_job_id":null,"html_url":"https://github.com/jackkweyunga/docker-tensorflow","commit_stats":null,"previous_names":["jackkweyunga/docker-tensorflow"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jackkweyunga/docker-tensorflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jackkweyunga%2Fdocker-tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jackkweyunga%2Fdocker-tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jackkweyunga%2Fdocker-tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jackkweyunga%2Fdocker-tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jackkweyunga","download_url":"https://codeload.github.com/jackkweyunga/docker-tensorflow/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jackkweyunga%2Fdocker-tensorflow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28945650,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-31T14:26:55.697Z","status":"ssl_error","status_checked_at":"2026-01-31T14:26:52.545Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":[],"created_at":"2025-03-08T00:27:04.891Z","updated_at":"2026-01-31T14:32:36.849Z","avatar_url":"https://github.com/jackkweyunga.png","language":"Dockerfile","funding_links":[],"categories":[],"sub_categories":[],"readme":"Experimenting faster and effecient docker builds for projects including tensorflow ( which is large ).\n\n## Using Tensorflow Docker Image with GPU\nREF: https://www.tensorflow.org/install/docker\n\n## Method 1 (Not recommended)\nManual installation of tensorflow as a python package.\n- Not implemented\n\n## Method 2 (Recommended)\n\nUsing docker hub tensorflow docker images as base images.\n\nExample:\n```dockerfile\n\nFROM tensorflow/tensorflow:latest-gpu\n\n# Add your application here\n\n```\n\nREF: https://hub.docker.com/r/tensorflow/tensorflow/\n\nTested tags:\n\n- [latest tag](./tensor-flow-base-images/latest/)\n- [latest gpu tag](./tensor-flow-base-images/latest-gpu/)\n- [nightly tag](./tensor-flow-base-images/nightly/)\n- [nightly gpu tag](./tensor-flow-base-images/nightly-gpu/)\n\n# Limitations\n- The base images are large. So, the final image size will be large.\n- The base images are large. So, the builds will take reasonable time.\n- The base images are large. So, the docker hub pulls will take reasonable time.\n- No application is added to the base images. So, build time may vary depending on the application.\n\n# Observations\n- Using docker hub tensorflow images as base images is fast ( Not tested Manual installation of tensorflow as a python package. ). Since the base images are already built and available in docker hub. Builds take reasonable time.\n  - [latest tag](./tensor-flow-base-images/latest/)\n    - 37s\n  - [latest gpu tag](./tensor-flow-base-images/latest-gpu/)\n    - 1m 0s\n  - [nightly tag](./tensor-flow-base-images/nightly/)\n    - 24s\n  - [nightly gpu tag](./tensor-flow-base-images/nightly-gpu/)\n    - 1m 7s\n\n# Disclaimer\n- All runs are done in Github Actions.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjackkweyunga%2Fdocker-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjackkweyunga%2Fdocker-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjackkweyunga%2Fdocker-tensorflow/lists"}