{"id":21518216,"url":"https://github.com/ucloud/uai-sdk","last_synced_at":"2025-04-09T21:45:25.402Z","repository":{"id":17039857,"uuid":"89311508","full_name":"ucloud/uai-sdk","owner":"ucloud","description":"UCloud AI SDK ","archived":false,"fork":false,"pushed_at":"2022-11-21T22:18:31.000Z","size":96668,"stargazers_count":33,"open_issues_count":4,"forks_count":27,"subscribers_count":11,"default_branch":"master","last_synced_at":"2025-03-23T23:36:09.442Z","etag":null,"topics":["caffe","tensorflow","uai-sdk","ucloud"],"latest_commit_sha":null,"homepage":null,"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/ucloud.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":"2017-04-25T03:06:07.000Z","updated_at":"2022-07-27T09:11:32.000Z","dependencies_parsed_at":"2023-01-11T20:25:50.323Z","dependency_job_id":null,"html_url":"https://github.com/ucloud/uai-sdk","commit_stats":null,"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ucloud%2Fuai-sdk","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ucloud%2Fuai-sdk/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ucloud%2Fuai-sdk/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ucloud%2Fuai-sdk/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ucloud","download_url":"https://codeload.github.com/ucloud/uai-sdk/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248119439,"owners_count":21050754,"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":["caffe","tensorflow","uai-sdk","ucloud"],"created_at":"2024-11-24T00:50:50.277Z","updated_at":"2025-04-09T21:45:25.377Z","avatar_url":"https://github.com/ucloud.png","language":"Python","readme":"# uai-sdk\n## What is UCloud AI SDK\n\n1. This SDK include **pack tool** to pack local AI inference program into UCloud web service image which could run on UCloud **UAI Inference** Platform.\n2. This SDK include whole **APIs** which could interactive with UCloud **UAI Inference** Platform.\n3. This SDK include **pack tool** to help pack local AI trainning program into UCloud Docker image which could run on UCloud **UAI Train** Platform.\n4. This SDK include whole **APIs** which could interactive with UCloud **UAI Train** Platforms\n\n\n\n## Supported AI Platform\n\n### UAI Inference\n\n**CHECK ON**：[UAI Inference Base Docker Images](https://docs.ucloud.cn/ai/uai-inference/guide/general/docker)\n\n#### 1. GPU\n- Tensorflow (1.6.0 tested)\n- Tensorflow (1.7.0 tested)\n- Caffe (1.0.0 tested)\n\n#### 2. CPU\n- Tensorflow (1.1.0 tested）\n- Tensorflow (1.2.0 tested）\n- Tensorflow (1.3.0 tested)\n- Tensorflow (1.4.0 tested)\n- Tensorflow (1.6.0 tested)\n- Tensorflow (1.7.0 tested)\n- Tensorflow (1.8.0, cuda9 tested)\n- Tensorflow (1.9.0, cuda9 tested)\n- Tensorflow (1.10.0, cuda9 tested)\n- Tensorflow (1.11.0, cuda9 tested)\n- Tensorflow (1.12.0, cuda9 tested)\n- Tensorflow (2.0.0a, cuda10 tested)\n- MXNet (0.9.5 tested)\n- MXNet (1.0.0 tested)\n- Keras (1.2.0 tested)\n- Keras (2.0.8 tested)\n- Caffe (1.0.0 tested)\n- Intel-Caffe\n- XGBoost (0.7 tested, python interface only)\n\n### UAI Train\n\n**CHECK ON**：[UAI Train Base Docker Images](https://docs.ucloud.cn/ai/uai-train/guide/general/docker)\n\n- Tensorflow (0.11.0 tested)\n- Tensorflow（1.1.0 tested）\n- Tensorflow（1.2.0 tested）\n- Tensorflow（1.3.0 tested)\n- Tensorflow（1.4.0 tested）\n- Tensorflow（1.5.0, cuda9 tested)\n- Tensorflow（1.6.0, cuda9 tested）\n- Tensorflow (1.7.0, cuda9 tested)\n- Tensorflow (1.8.0, cuda9 tested)\n- Tensorflow (1.9.0, cuda9 tested)\n- Tensorflow (1.10.0, cuda9 tested)\n- Tensorflow (1.11.0, cuda9 tested)\n- Tensorflow (1.12.0, cuda9 tested)\n- Tensorflow (2.0.0a, cuda10 tested)\n- MXNet (0.9.5 tested)\n- MXNet (1.0.0, cuda9 tested)\n- Keras (2.0.8 tested)\n- Keras (2.1.6, tf-1.8 testes)\n- Caffe (1.0.0 tested)\n- Caffe2 (Detection)\n- PyTorch (0.2.0)\n- PyTorch (0.4)\n\n### UAI Train Supporting Distributed Training\n- Tensorflow Distributed Training (examples include slim/cifar/wide-deep)\n- MXNet Distributed Training\n\n## How to install\n1. Install your deep learning python package, such as Tensorflow, MXNet, Keras, Caffe (tested version preferred)\n2. Install uai-sdk\n\n        $ sudo python setup.py install\n\n3. Install all other lib your inference code required\n\n\n## How to interactive with UCloud UAI Platform\n### UAI Inference Docs\nhttps://docs.ucloud.cn/ai/uai-inference/index\n### UAI Train Docs\nhttps://docs.ucloud.cn/ai/uai-train/use\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fucloud%2Fuai-sdk","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fucloud%2Fuai-sdk","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fucloud%2Fuai-sdk/lists"}