{
    "info": {
        "author": "Jason Ansel",
        "author_email": "jansel@jansel.net",
        "bugtrack_url": null,
        "classifiers": [],
        "description": "OpenTuner\n=========\n\nProgram autotuning has been demonstrated in many domains to achieve\nbetter or more portable performance. However, autotuners themselves are\noften not very portable between projects because using a domain informed\nsearch space representation is critical to achieving good results and\nbecause no single search technique performs best for all problems.\n\nOpenTuner is a new framework for building domain-specific\nmulti-objective program autotuners. OpenTuner supports fully\ncustomizable configuration representations, an extensible technique\nrepresentation to allow for domain-specific techniques, and an easy to\nuse interface for communicating with the tuned program. A key capability\ninside OpenTuner is the use of ensembles of disparate search techniques\nsimultaneously, techniques which perform well will receive larger\ntesting budgets and techniques which perform poorly will be disabled.\n\nInstallation\n------------\n\nOpenTuner requires python 3.7+ and sqlite3 (or your\n`supported <http://docs.sqlalchemy.org/en/rel_0_8/dialects/index.html>`__\ndatabase backend of choice). Install with:\n\n::\n\n   sudo pip install opentuner\n\nor\n\n::\n\n   pip install --user opentuner\n\nDevelopment installation\n------------------------\n\nFor development or running examples out of a git checkout, we recommend\nusing `miniconda3 <https://docs.conda.io/en/latest/miniconda.html>`__.\n\n::\n\n   conda create --name=opentuner python=3.8\n   conda activate opentuner\n   pip install -r requirements.txt -r optional-requirements.txt\n   python setup.py develop\n\nChecking Installation\n---------------------\n\nTo check an installation you can run tests:\n\n::\n\n   pytest tests/*\n\nOr run an example program:\n\n::\n\n   ./examples/rosenbrock/rosenbrock.py\n\nTutorials\n---------\n\n-  `Optimizing Block Matrix\n   Multiplication <http://opentuner.org/tutorial/gettingstarted/>`__\n-  `Creating OpenTuner\n   Techniques <http://opentuner.org/tutorial/techniques/>`__.\n\nPapers\n------\n\n-  `OpenTuner: An Extensible Framework for Program\n   Autotuning <http://groups.csail.mit.edu/commit/papers/2014/ansel-pact14-opentuner.pdf>`__.\n   Jason Ansel, Shoaib Kamil, Kalyan Veeramachaneni, Jonathan\n   Ragan-Kelley, Jeffrey Bosboom, Una-May O\u2019Reilly, Saman Amarasinghe.\n   International Conference on Parallel Architectures and Compilation\n   Techniques. Edmonton, Canada. August, 2014.\n   `Slides <http://groups.csail.mit.edu/commit/papers/2014/ansel-pact14-opentuner-slides.pdf>`__.\n   `Bibtex <http://groups.csail.mit.edu/commit/bibtex.cgi?key=ansel:pact:2014>`__.\n\nContributing Code\n-----------------\n\nThe preferred way to contribute code to OpenTuner is to fork the project\non github and `submit a pull\nrequest <https://www.openshift.com/wiki/github-workflow-for-submitting-pull-requests>`__.\n\nSupport\n-------\n\nOpenTuner is supported in part by the United States Department of Energy\n`X-Stack <http://science.energy.gov/ascr/research/computer-science/ascr-x-stack-portfolio/>`__\nprogram as part of `D-TEC <http://www.dtec-xstack.org/>`__.\n",
        "description_content_type": null,
        "docs_url": null,
        "download_url": null,
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "http://opentuner.org/",
        "keywords": null,
        "license": "MIT",
        "maintainer": null,
        "maintainer_email": null,
        "name": "opentuner",
        "package_url": "https://pypi.org/project/opentuner/",
        "platform": null,
        "project_url": "https://pypi.org/project/opentuner/",
        "project_urls": {
            "Homepage": "http://opentuner.org/"
        },
        "release_url": "https://pypi.org/project/opentuner/0.8.8/",
        "requires_dist": null,
        "requires_python": null,
        "summary": "An extensible framework for program autotuning",
        "version": "0.8.8",
        "yanked": false,
        "yanked_reason": null
    },
    "last_serial": 13473039,
    "releases": {
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9aa72fb8503b2bfb753fbe841b90ef33",
                    "sha256": "dc6aeade670e7b0b63abfb3d0e607616c383bd64a353053865657be5c8195fe1"
                },
                "downloads": -1,
                "filename": "opentuner-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "9aa72fb8503b2bfb753fbe841b90ef33",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5768,
                "upload_time": "2014-08-12T03:03:12",
                "upload_time_iso_8601": "2014-08-12T03:03:12.835929Z",
                "url": "https://files.pythonhosted.org/packages/ac/82/434e4ccb74168a03e55e30c01f8657437aa0ed3d4b704c202a2c9064b770/opentuner-0.1.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0df6806f6aa2805b11997f19a73b7fd0",
                    "sha256": "8d23e70ee2ed8b2e1a7d20cf400b3350d6d9832726848e63ccbb801643306b1f"
                },
                "downloads": -1,
                "filename": "opentuner-0.2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "0df6806f6aa2805b11997f19a73b7fd0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 52031,
                "upload_time": "2014-08-12T03:06:30",
                "upload_time_iso_8601": "2014-08-12T03:06:30.271642Z",
                "url": "https://files.pythonhosted.org/packages/4c/ca/06459122ef58601f79d7d2b471539df2bb68ec53b726d5be56129db0ac21/opentuner-0.2.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.3.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7f87f32f00698ecde67b98c3fd2887a3",
                    "sha256": "abb044c78655ee6e0c703bff745be7b0b1ba643d1ff66da0aa30e192e91daeac"
                },
                "downloads": -1,
                "filename": "opentuner-0.3.0.tar.gz",
                "has_sig": false,
                "md5_digest": "7f87f32f00698ecde67b98c3fd2887a3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 52686,
                "upload_time": "2014-08-12T03:30:43",
                "upload_time_iso_8601": "2014-08-12T03:30:43.353566Z",
                "url": "https://files.pythonhosted.org/packages/0a/1e/071c3cf9dc649c0ebe2b45c90583f9a02c8c9ded461fa6a318d8bad8dd18/opentuner-0.3.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.4.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c178cdae561814b37851a40aa783632f",
                    "sha256": "9e66debd97aa888ba0fbbc2ed23e1f3fa452693febb6c1655818f3d1715b2355"
                },
                "downloads": -1,
                "filename": "opentuner-0.4.0.tar.gz",
                "has_sig": false,
                "md5_digest": "c178cdae561814b37851a40aa783632f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 53437,
                "upload_time": "2014-10-26T08:54:32",
                "upload_time_iso_8601": "2014-10-26T08:54:32.059722Z",
                "url": "https://files.pythonhosted.org/packages/39/42/2effd76b6458f9f870e8498769c7fbfffca1628d76628293d92a6a897211/opentuner-0.4.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.5.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a18d309a52c79bf8383eb57e97954093",
                    "sha256": "2d5ac23058411fdc0fd6ef6a2626490b7b0f019a3ad09a2e151bd3dfe68282f0"
                },
                "downloads": -1,
                "filename": "opentuner-0.5.0.tar.gz",
                "has_sig": false,
                "md5_digest": "a18d309a52c79bf8383eb57e97954093",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 61625,
                "upload_time": "2015-02-10T18:33:16",
                "upload_time_iso_8601": "2015-02-10T18:33:16.946607Z",
                "url": "https://files.pythonhosted.org/packages/24/13/7b036ff6a29bf6ec7a5e150c22887558f8155aa002da011723a5c4310000/opentuner-0.5.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.6.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "bcc8ac951bc5aec109c1941d52dba09a",
                    "sha256": "4ab9e159f9958dfd7564a86b270ea8c96de5630f2cc12b13c97dde67deb45bc4"
                },
                "downloads": -1,
                "filename": "opentuner-0.6.0.tar.gz",
                "has_sig": false,
                "md5_digest": "bcc8ac951bc5aec109c1941d52dba09a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 63920,
                "upload_time": "2016-10-16T21:07:52",
                "upload_time_iso_8601": "2016-10-16T21:07:52.451579Z",
                "url": "https://files.pythonhosted.org/packages/05/43/65f3ff42eabf19fd5800015058cb27706d1cec67f9d77037c5188e42aa8a/opentuner-0.6.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.7.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e6ccfd386cc487c5654bb91af71dd620",
                    "sha256": "b88297e4df378b056cc98de2e0e2a1b932803dfcc3fd01290ed4dd1501bd7c91"
                },
                "downloads": -1,
                "filename": "opentuner-0.7.0.tar.gz",
                "has_sig": false,
                "md5_digest": "e6ccfd386cc487c5654bb91af71dd620",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 64266,
                "upload_time": "2017-06-01T01:48:49",
                "upload_time_iso_8601": "2017-06-01T01:48:49.693244Z",
                "url": "https://files.pythonhosted.org/packages/9d/10/3122cefe1d929c5b5a4ed240295b1b2dc4a912eaac55b08fe3f4b5af0487/opentuner-0.7.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "849cdc7c53fb18a0a46fd868e06e7d8d",
                    "sha256": "e645bc498867cda0949c561b519e6b8a34c00bf43c7adab22d3891a67c8924c4"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.0.tar.gz",
                "has_sig": false,
                "md5_digest": "849cdc7c53fb18a0a46fd868e06e7d8d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 64428,
                "upload_time": "2017-10-17T03:35:37",
                "upload_time_iso_8601": "2017-10-17T03:35:37.896055Z",
                "url": "https://files.pythonhosted.org/packages/b4/d4/6bf642976470d7b0db3405a7137baea2c703e9e99a41528baed0002f9eed/opentuner-0.8.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7333de27ee7bde48f09f0bac931d546b",
                    "sha256": "da56c70d2248b882e18c951595f18ef73744bb162c83ad85f242ea08c12e4b71"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.1.tar.gz",
                "has_sig": false,
                "md5_digest": "7333de27ee7bde48f09f0bac931d546b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 64906,
                "upload_time": "2019-02-28T22:36:46",
                "upload_time_iso_8601": "2019-02-28T22:36:46.438044Z",
                "url": "https://files.pythonhosted.org/packages/2f/c8/35bb53cd5a1c14199707a3c8b44afeca41c0632849179270e903d59f0047/opentuner-0.8.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8a53409202dac77ee1f9095368be6c39",
                    "sha256": "897866905a3116314e1580d21acba6d8cdbe9c3539be89cfd460319ba120460b"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.2.tar.gz",
                "has_sig": false,
                "md5_digest": "8a53409202dac77ee1f9095368be6c39",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 65132,
                "upload_time": "2019-10-27T02:53:46",
                "upload_time_iso_8601": "2019-10-27T02:53:46.900808Z",
                "url": "https://files.pythonhosted.org/packages/f3/8b/3c3af8a2ee2b2ee70f98067c3e39d09179c6c6765347169e8fafe43ee165/opentuner-0.8.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "712f849ad0c6f6dadbaa6ce0aa551e81",
                    "sha256": "4701fe5c32975eb944c4a09c3bae61ae96f7c1f71d375df0180b2d39625f8d6b"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.3.tar.gz",
                "has_sig": false,
                "md5_digest": "712f849ad0c6f6dadbaa6ce0aa551e81",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 65126,
                "upload_time": "2020-12-05T05:38:57",
                "upload_time_iso_8601": "2020-12-05T05:38:57.130564Z",
                "url": "https://files.pythonhosted.org/packages/b9/37/a6e6aa0b388eb46fd4b183a0c5a8007524a54b7167c06e7b66885742632f/opentuner-0.8.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3af4639cba2ab9cb9354c826ac309267",
                    "sha256": "5231fb44746712b0127c97eb5ff12f0fc5592966ac5a9401586a2f81bf9750cf"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.4.tar.gz",
                "has_sig": false,
                "md5_digest": "3af4639cba2ab9cb9354c826ac309267",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 65106,
                "upload_time": "2021-06-25T03:57:22",
                "upload_time_iso_8601": "2021-06-25T03:57:22.314715Z",
                "url": "https://files.pythonhosted.org/packages/d6/8c/f341668000ab1cd673dea1b8f05f5ef8bcd4db6aaa3e8f0f6605a6527c05/opentuner-0.8.4.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f136978cc1fed8a9b039436632b346d4",
                    "sha256": "7db3eea66f0308e585075cb4f2cceb7456a45d94badd03c17d76c3b3f2d790e3"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.5.tar.gz",
                "has_sig": false,
                "md5_digest": "f136978cc1fed8a9b039436632b346d4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68917,
                "upload_time": "2021-07-18T01:40:05",
                "upload_time_iso_8601": "2021-07-18T01:40:05.964892Z",
                "url": "https://files.pythonhosted.org/packages/2a/10/a9ca349561c2576db644da561a6ad3eed299258b239ba94eb3c28279a99e/opentuner-0.8.5.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d178257f897284904c41af99d3c67358",
                    "sha256": "6636acf4b6f4c567f22fb250782a24bf1790cfff899fecd1098482537754126a"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.6.tar.gz",
                "has_sig": false,
                "md5_digest": "d178257f897284904c41af99d3c67358",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69023,
                "upload_time": "2021-07-20T03:46:22",
                "upload_time_iso_8601": "2021-07-20T03:46:22.665750Z",
                "url": "https://files.pythonhosted.org/packages/64/09/5626a379dad9e9c3d97b7d4afc1f4246304fbf52c29ced528192a1f99f48/opentuner-0.8.6.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "46c009a068ec6ddfb54db3376954a193",
                    "sha256": "18c0f7c92d0d268189b040f92f353b29f0a3b5530bfab29cfc840c14628f325f"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.7.tar.gz",
                "has_sig": false,
                "md5_digest": "46c009a068ec6ddfb54db3376954a193",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 69089,
                "upload_time": "2021-09-03T17:40:46",
                "upload_time_iso_8601": "2021-09-03T17:40:46.335487Z",
                "url": "https://files.pythonhosted.org/packages/f5/8e/399302be1b9f55fae0c4cf63a6eb83de5f7b00ed6cbeed8fdd93bee3504a/opentuner-0.8.7.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.8.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "96bfa7068c75a8b285fb5b1bf5389996",
                    "sha256": "904c58628906297b068562530070b0d2e22897cf7e1c579d97212a2530437a18"
                },
                "downloads": -1,
                "filename": "opentuner-0.8.8.tar.gz",
                "has_sig": false,
                "md5_digest": "96bfa7068c75a8b285fb5b1bf5389996",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68922,
                "upload_time": "2022-04-11T01:54:09",
                "upload_time_iso_8601": "2022-04-11T01:54:09.590021Z",
                "url": "https://files.pythonhosted.org/packages/1a/b5/365c30018c633744e9463aed96752d5433b7b41f201622bd2b9eb5ff6762/opentuner-0.8.8.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "96bfa7068c75a8b285fb5b1bf5389996",
                "sha256": "904c58628906297b068562530070b0d2e22897cf7e1c579d97212a2530437a18"
            },
            "downloads": -1,
            "filename": "opentuner-0.8.8.tar.gz",
            "has_sig": false,
            "md5_digest": "96bfa7068c75a8b285fb5b1bf5389996",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 68922,
            "upload_time": "2022-04-11T01:54:09",
            "upload_time_iso_8601": "2022-04-11T01:54:09.590021Z",
            "url": "https://files.pythonhosted.org/packages/1a/b5/365c30018c633744e9463aed96752d5433b7b41f201622bd2b9eb5ff6762/opentuner-0.8.8.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "vulnerabilities": []
}