{"id":13870138,"url":"https://github.com/jjangsangy/MacOS-TensorflowBuilds","last_synced_at":"2025-07-15T20:31:34.398Z","repository":{"id":73105274,"uuid":"107125444","full_name":"jjangsangy/MacOS-TensorflowBuilds","owner":"jjangsangy","description":"Optimized tensorflow wheels binaries build for macos","archived":false,"fork":false,"pushed_at":"2018-07-19T23:57:04.000Z","size":192542,"stargazers_count":13,"open_issues_count":1,"forks_count":5,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-08-06T21:23:27.211Z","etag":null,"topics":["mkl","python","tensorflow","wheels"],"latest_commit_sha":null,"homepage":"","language":"Shell","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/jjangsangy.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,"governance":null,"roadmap":null,"authors":null}},"created_at":"2017-10-16T12:38:27.000Z","updated_at":"2024-03-08T17:57:19.000Z","dependencies_parsed_at":null,"dependency_job_id":"b5ad3a18-fd92-41ab-b52d-d32de1a00cad","html_url":"https://github.com/jjangsangy/MacOS-TensorflowBuilds","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jjangsangy%2FMacOS-TensorflowBuilds","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jjangsangy%2FMacOS-TensorflowBuilds/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jjangsangy%2FMacOS-TensorflowBuilds/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jjangsangy%2FMacOS-TensorflowBuilds/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jjangsangy","download_url":"https://codeload.github.com/jjangsangy/MacOS-TensorflowBuilds/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":226068237,"owners_count":17568724,"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":["mkl","python","tensorflow","wheels"],"created_at":"2024-08-05T20:01:31.262Z","updated_at":"2024-11-23T16:31:12.293Z","avatar_url":"https://github.com/jjangsangy.png","language":"Shell","funding_links":[],"categories":["Shell"],"sub_categories":[],"readme":"MacOS TensorflowBuilds\n======================\n[![Apache License Version 2.0](https://img.shields.io/badge/license-Apache_2.0-green.svg)](LICENSE)\n![PyPI](https://img.shields.io/pypi/format/Django.svg)\n![v0.10 beta](https://img.shields.io/badge/v0.10-beta-orange.svg)\n\n# Optimized Tensorflow Binaries for MacOS\nServing the underserved\n\n## 1. (Intel MKL-DNN 2018)\n\n| Version                | Release                                        | Optimization               | OS          |\n| ---------------------- | ---------------------------------------------- | -------------------------- | ----------- |\n| [v1.3.1][v1.3.1]       | [2.7][py2.7 v1.3.1],    [3.6][py3.6 v1.3.1]    | MKL MSSE4.2 MAVX2 MAVX     | High Sierra |\n| [v1.4.0rc0][v1.4.0rc0] | [2.7][py2.7 v1.4.0rc0], [3.6][py3.6 v1.4.0rc0] | XLA MKL MSSE4.2 MAVX2 MAVX | High Sierra |\n| [v1.4.0][v1.4.0]       | [2.7][py2.7 v1.4.0],    [3.6][py3.6 v1.4.0]    | XLA MKL MSSE4.2 MAVX2 MAVX | High Sierra |\n| [v1.4.1][v1.4.1]       | [2.7][py2.7 v1.4.1],    [3.6][py3.6 v1.4.1]    | XLA MKL MSSE4.2 MAVX2 MAVX | High Sierra |\n| [v1.7.0rc1][v1.7.0rc1] | [2.7][py2.7 v1.7.0rc1], [3.6][py3.6 v1.7.0rc1] | XLA MKL MSSE4.2 MAVX2 MAVX | High Sierra |\n\n\n## Note `v1.7.0rc1` is slow\n\nThe suggested version to run currently running on MKL is `1.4.1`\n\n## Intel MKL-DNN\n\nIntel MKL-DNN includes functionality similar to \n[Intel(R) Math Kernel Library (Intel(R) MKL) 2017](https://software.intel.com/en-us/intel-mkl), but is not API compatible.\nWe are investigating how to unify the APIs in future Intel MKL releases.\n\nThis release contains a range of performance critical functions used in modern image recognition topologies including Cifar\\*, AlexNet\\*, VGG\\*,  GoogleNet\\* and ResNet\\* optimized for wide range of Intel processors.\n\n\n## Python 3 Install\n\n```sh\n    $ TF_URL='https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.4.1/tensorflow-1.4.1-cp36-cp36m-macosx_10_13_x86_64.whl'\n    $ pip3 installl --upgrade --force-upgrade \"$TF_URL\"\n```\n\n## Python 2 Install\n\n```sh\n    $ TF_URL='https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.4.1/tensorflow-1.4.1-cp27-cp27m-macosx_10_13_x86_64.whl'\n    $ pip2 installl --upgrade --force-upgrade \"$TF_URL\"\n```\n\n## Optimizations\n* MKL: Intel Math Kernel Library\n* XLA: Accelerated Linear Algebra\n* MSSE4 etc.: SIMD Vectorization Extensions\n\n\n## Build It Yourself\n\n```sh\n    $ ./install.sh -h\n\n        DESCRIPTION:\n        Installer script\n\n        USAGE:\n        ./install.sh --py ${py_version} --tf ${tf_version} --mkl ${mkl_dir}\n\n        OPTIONS:\n        -h| --help: Print this help message andn exit\n        -p| --py version: [default 3.6]\n            Spcify version of python\n        -t| --tf version: [default 1.4.0rc0]\n            Specify version of tensorflow\n        -m| --mkl path: [default /opt/intel]\n            Specify mkl library path\n        -i| --inplace [default off]\n            Install tensorflow inplace right after compilation\n```\n\n[v1.3.1]: https://github.com/tensorflow/tensorflow/releases/tag/v1.3.1\n[v1.4.0rc0]: https://github.com/tensorflow/tensorflow/releases/tag/v1.4.0-rc0\n[v1.4.0]: https://github.com/tensorflow/tensorflow/releases/tag/v1.4.0\n[v1.4.1]: https://github.com/tensorflow/tensorflow/releases/tag/v1.4.1\n[v1.7.0rc1]: https://github.com/tensorflow/tensorflow/releases/tag/v1.7.0-rc1\n\n[py2.7 v1.3.1]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/v1.3.1/tensorflow-1.3.1-cp27-cp27m-macosx_10_13_x86_64.whl\n[py3.6 v1.3.1]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/v1.3.1/tensorflow-1.3.1-cp36-cp36m-macosx_10_13_x86_64.whl\n[py2.7 v1.4.0rc0]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.4.0rc0/tensorflow-1.4.0rc0-cp27-cp27m-macosx_10_13_x86_64.whl\n[py3.6 v1.4.0rc0]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.4.0rc0/tensorflow-1.4.0rc0-cp36-cp36m-macosx_10_13_x86_64.whl\n[py2.7 v1.4.0]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.4.0/tensorflow-1.4.0-cp27-cp27m-macosx_10_13_x86_64.whl\n[py3.6 v1.4.0]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.4.0/tensorflow-1.4.0-cp36-cp36m-macosx_10_13_x86_64.whl\n[py2.7 v1.4.1]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.4.1/tensorflow-1.4.1-cp27-cp27m-macosx_10_13_x86_64.whl\n[py3.6 v1.4.1]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.4.1/tensorflow-1.4.1-cp36-cp36m-macosx_10_13_x86_64.whl\n[py2.7 v1.7.0rc1]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.7.0rc1/tensorflow-1.7.0rc1-cp27-cp27m-macosx_10_13_x86_64.whl\n[py3.6 v1.7.0rc1]: https://github.com/jjangsangy/MacOS-TensorflowBuilds/releases/download/1.7.0rc1/tensorflow-1.7.0rc1-cp36-cp36m-macosx_10_13_x86_64.whl","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjjangsangy%2FMacOS-TensorflowBuilds","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjjangsangy%2FMacOS-TensorflowBuilds","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjjangsangy%2FMacOS-TensorflowBuilds/lists"}