├── .dockerignore ├── .editorconfig ├── .github └── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── .gitignore ├── .travis.yml ├── AUTHORS.rst ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.rst ├── CREDITS.rst ├── DEVGUIDE.rst ├── LICENSE ├── Makefile ├── PULL_REQUEST_TEMPLATE.md ├── README.rst ├── charts └── mlbench │ ├── .helmignore │ ├── Chart.yaml │ ├── requirements.lock │ ├── requirements.yaml │ ├── templates │ ├── NOTES.txt │ ├── _helpers.tpl │ ├── master-clusterrole.yaml │ ├── master-clusterrolebinding.yaml │ ├── master-deployment.yaml │ ├── master-service.yaml │ ├── master-serviceaccount.yaml │ ├── nfs-deployment.yaml │ ├── nfs-pv.yaml │ ├── nfs-pvc.yaml │ ├── nfs-server.yaml │ ├── nvidia-device-plugin.yaml │ ├── weave-clusterrole.yaml │ ├── weave-clusterrolebinding.yaml │ ├── weave-daemonset.yaml │ ├── weave-role.yaml │ ├── weave-rolebinding.yaml │ ├── weave-serviceaccount.yaml │ ├── worker-role.yaml │ ├── worker-rolebinding.yaml │ ├── worker-secret.yaml │ ├── worker-service.yaml │ ├── worker-serviceaccount.yaml │ └── worker-statefulset.yaml │ └── values.yaml ├── compose ├── master │ ├── Dockerfile │ ├── nginx-app.conf │ ├── requirements.txt │ ├── setup-postgres.sh │ ├── supervisord.conf │ ├── uwsgi.ini │ └── uwsgi_params └── worker │ ├── Dockerfile │ ├── Dockerfile.builder │ ├── Dockerfile.slim │ ├── entrypoint.sh │ └── requirements.txt ├── dind-proxy.sh ├── docs ├── Makefile ├── api.rst ├── authors.rst ├── benchmark-tasks.rst ├── changelog.rst ├── conf.py ├── contributing.rst ├── credits.rst ├── dashboard.rst ├── devguide.rst ├── docs_requirements.txt ├── images │ ├── Dashboard_Index.png │ ├── Dashboard_Run.png │ ├── Dashboard_Test.png │ ├── DeploymentArchitecture.png │ ├── DeploymentArchitecture.xml │ ├── km2016deep.png │ ├── scaling-epoch-prec1.png │ ├── scaling-throughput.png │ ├── scaling-time-cost.png │ └── scaling-time-prec1.png ├── index.rst ├── installation.rst ├── make.bat ├── overview.rst ├── prerequisites.rst ├── readme.rst └── refimpls.rst ├── gcloud.sh ├── mlbench ├── __init__.py ├── master │ ├── api │ │ ├── __init__.py │ │ ├── admin.py │ │ ├── apps.py │ │ ├── fixtures │ │ │ └── scheduled_tasks.json │ │ ├── migrations │ │ │ ├── 0001_initial.py │ │ │ ├── 0002_auto_20180731_1428.py │ │ │ ├── 0003_auto_20180802_1601.py │ │ │ ├── 0004_auto_20180803_1550.py │ │ │ ├── 0005_kubemetric_cumulative.py │ │ │ ├── 0006_auto_20180820_0846.py │ │ │ ├── 0007_kubepod_model_run.py │ │ │ ├── 0008_modelrun_finished_at.py │ │ │ ├── 0009_auto_20180910_1311.py │ │ │ └── __init__.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── kubemetric.py │ │ │ ├── kubepod.py │ │ │ └── modelrun.py │ │ ├── renderers.py │ │ ├── serializers.py │ │ ├── tests │ │ │ ├── __init__.py │ │ │ └── test_api.py │ │ ├── urls.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── pod_monitor.py │ │ │ ├── run_utils.py │ │ │ └── utils.py │ │ └── views.py │ ├── db.sqlite3 │ ├── main │ │ ├── __init__.py │ │ ├── admin.py │ │ ├── apps.py │ │ ├── migrations │ │ │ └── __init__.py │ │ ├── models.py │ │ ├── static │ │ │ ├── css │ │ │ │ ├── bootstrap-grid.css │ │ │ │ ├── bootstrap-grid.css.map │ │ │ │ ├── bootstrap-grid.min.css │ │ │ │ ├── bootstrap-grid.min.css.map │ │ │ │ ├── bootstrap-reboot.css │ │ │ │ ├── bootstrap-reboot.css.map │ │ │ │ ├── bootstrap-reboot.min.css │ │ │ │ ├── bootstrap-reboot.min.css.map │ │ │ │ ├── bootstrap-slider.min.css │ │ │ │ ├── bootstrap.css │ │ │ │ ├── bootstrap.css.map │ │ │ │ ├── bootstrap.min.css │ │ │ │ ├── bootstrap.min.css.map │ │ │ │ └── main.css │ │ │ └── js │ │ │ │ ├── bootstrap-slider.min.js │ │ │ │ ├── bootstrap.bundle.js │ │ │ │ ├── bootstrap.bundle.js.map │ │ │ │ ├── bootstrap.bundle.min.js │ │ │ │ ├── bootstrap.bundle.min.js.map │ │ │ │ ├── bootstrap.js │ │ │ │ ├── bootstrap.js.map │ │ │ │ ├── bootstrap.min.js │ │ │ │ ├── bootstrap.min.js.map │ │ │ │ ├── d3.min.js │ │ │ │ ├── feather.min.js │ │ │ │ ├── jquery-3.3.1.min.js │ │ │ │ ├── jsrender.min.js │ │ │ │ ├── podmonitor.js │ │ │ │ └── popper.min.js │ │ ├── templates │ │ │ └── main │ │ │ │ ├── base.html │ │ │ │ ├── index.html │ │ │ │ ├── run_detail.html │ │ │ │ ├── runs.html │ │ │ │ └── worker_detail.html │ │ ├── tests │ │ │ ├── __init__.py │ │ │ └── test_views.py │ │ ├── urls.py │ │ └── views.py │ ├── manage.py │ └── master │ │ ├── __init__.py │ │ ├── middleware.py │ │ ├── settings.py │ │ ├── settings_production.py │ │ ├── urls.py │ │ └── wsgi.py ├── refimpls │ ├── README.md │ ├── pytorch │ │ ├── .DS_Store │ │ ├── config.py │ │ ├── configs │ │ │ ├── cifar10-resnet20-linear-scaling-gpu │ │ │ ├── cifar10-resnet20-non-scaling-gpu │ │ │ ├── cifar10-resnet20-non-scaling-gpu-no-nesterov │ │ │ ├── debug │ │ │ ├── debug-resume-1 │ │ │ └── debug-resume-2 │ │ ├── controlflow │ │ │ ├── __init__.py │ │ │ └── controlflow.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── libsvm_dataloader.py │ │ │ ├── load_dataset.py │ │ │ ├── load_libsvm_dataset.py │ │ │ └── partition_data.py │ │ ├── main.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── linear_models.py │ │ │ ├── resnet.py │ │ │ └── testnet.py │ │ ├── optim │ │ │ ├── __init__.py │ │ │ ├── lr.py │ │ │ ├── optimizer.py │ │ │ └── tests │ │ │ │ └── lr_test.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── checkpoint.py │ │ │ ├── communication.py │ │ │ ├── criterions.py │ │ │ ├── helper.py │ │ │ ├── log.py │ │ │ ├── metrics.py │ │ │ ├── parser.py │ │ │ ├── topology.py │ │ │ └── utils.py │ └── tools │ │ └── build_sequential_data.py └── worker │ └── main.py ├── requirements_dev.txt ├── setup.cfg ├── tests └── test_mlbench.py └── tox.ini /.dockerignore: -------------------------------------------------------------------------------- 1 | Dockerfile 2 | charts/ 3 | -------------------------------------------------------------------------------- /.editorconfig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/.editorconfig -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/.github/ISSUE_TEMPLATE/bug_report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature_request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/.github/ISSUE_TEMPLATE/feature_request.md -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/.travis.yml -------------------------------------------------------------------------------- /AUTHORS.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/AUTHORS.rst -------------------------------------------------------------------------------- /CHANGELOG.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/CHANGELOG.md -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/CONTRIBUTING.rst -------------------------------------------------------------------------------- /CREDITS.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/CREDITS.rst -------------------------------------------------------------------------------- /DEVGUIDE.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/DEVGUIDE.rst -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/LICENSE -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/Makefile -------------------------------------------------------------------------------- /PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/PULL_REQUEST_TEMPLATE.md -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/README.rst -------------------------------------------------------------------------------- /charts/mlbench/.helmignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/.helmignore -------------------------------------------------------------------------------- /charts/mlbench/Chart.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/Chart.yaml -------------------------------------------------------------------------------- /charts/mlbench/requirements.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/requirements.lock -------------------------------------------------------------------------------- /charts/mlbench/requirements.yaml: -------------------------------------------------------------------------------- 1 | dependencies: [] -------------------------------------------------------------------------------- /charts/mlbench/templates/NOTES.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/NOTES.txt -------------------------------------------------------------------------------- /charts/mlbench/templates/_helpers.tpl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/_helpers.tpl -------------------------------------------------------------------------------- /charts/mlbench/templates/master-clusterrole.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/master-clusterrole.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/master-clusterrolebinding.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/master-clusterrolebinding.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/master-deployment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/master-deployment.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/master-service.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/master-service.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/master-serviceaccount.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/master-serviceaccount.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/nfs-deployment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/nfs-deployment.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/nfs-pv.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/nfs-pv.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/nfs-pvc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/nfs-pvc.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/nfs-server.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/nfs-server.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/nvidia-device-plugin.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/nvidia-device-plugin.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/weave-clusterrole.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/weave-clusterrole.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/weave-clusterrolebinding.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/weave-clusterrolebinding.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/weave-daemonset.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/weave-daemonset.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/weave-role.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/weave-role.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/weave-rolebinding.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/weave-rolebinding.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/weave-serviceaccount.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/weave-serviceaccount.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/worker-role.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/worker-role.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/worker-rolebinding.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/worker-rolebinding.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/worker-secret.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/worker-secret.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/worker-service.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/worker-service.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/worker-serviceaccount.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/worker-serviceaccount.yaml -------------------------------------------------------------------------------- /charts/mlbench/templates/worker-statefulset.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/templates/worker-statefulset.yaml -------------------------------------------------------------------------------- /charts/mlbench/values.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/charts/mlbench/values.yaml -------------------------------------------------------------------------------- /compose/master/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/master/Dockerfile -------------------------------------------------------------------------------- /compose/master/nginx-app.conf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/master/nginx-app.conf -------------------------------------------------------------------------------- /compose/master/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/master/requirements.txt -------------------------------------------------------------------------------- /compose/master/setup-postgres.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/master/setup-postgres.sh -------------------------------------------------------------------------------- /compose/master/supervisord.conf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/master/supervisord.conf -------------------------------------------------------------------------------- /compose/master/uwsgi.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/master/uwsgi.ini -------------------------------------------------------------------------------- /compose/master/uwsgi_params: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/master/uwsgi_params -------------------------------------------------------------------------------- /compose/worker/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/worker/Dockerfile -------------------------------------------------------------------------------- /compose/worker/Dockerfile.builder: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/worker/Dockerfile.builder -------------------------------------------------------------------------------- /compose/worker/Dockerfile.slim: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/worker/Dockerfile.slim -------------------------------------------------------------------------------- /compose/worker/entrypoint.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/compose/worker/entrypoint.sh -------------------------------------------------------------------------------- /compose/worker/requirements.txt: -------------------------------------------------------------------------------- 1 | kubernetes==6.0.0 -------------------------------------------------------------------------------- /dind-proxy.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/dind-proxy.sh -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/api.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/api.rst -------------------------------------------------------------------------------- /docs/authors.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../AUTHORS.rst 2 | -------------------------------------------------------------------------------- /docs/benchmark-tasks.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/benchmark-tasks.rst -------------------------------------------------------------------------------- /docs/changelog.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/changelog.rst -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/contributing.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../CONTRIBUTING.rst 2 | -------------------------------------------------------------------------------- /docs/credits.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../CREDITS.rst 2 | -------------------------------------------------------------------------------- /docs/dashboard.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/dashboard.rst -------------------------------------------------------------------------------- /docs/devguide.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../DEVGUIDE.rst -------------------------------------------------------------------------------- /docs/docs_requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/docs_requirements.txt -------------------------------------------------------------------------------- /docs/images/Dashboard_Index.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/Dashboard_Index.png -------------------------------------------------------------------------------- /docs/images/Dashboard_Run.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/Dashboard_Run.png -------------------------------------------------------------------------------- /docs/images/Dashboard_Test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/Dashboard_Test.png -------------------------------------------------------------------------------- /docs/images/DeploymentArchitecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/DeploymentArchitecture.png -------------------------------------------------------------------------------- /docs/images/DeploymentArchitecture.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/DeploymentArchitecture.xml -------------------------------------------------------------------------------- /docs/images/km2016deep.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/km2016deep.png -------------------------------------------------------------------------------- /docs/images/scaling-epoch-prec1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/scaling-epoch-prec1.png -------------------------------------------------------------------------------- /docs/images/scaling-throughput.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/scaling-throughput.png -------------------------------------------------------------------------------- /docs/images/scaling-time-cost.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/scaling-time-cost.png -------------------------------------------------------------------------------- /docs/images/scaling-time-prec1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/images/scaling-time-prec1.png -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/installation.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/installation.rst -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/overview.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/overview.rst -------------------------------------------------------------------------------- /docs/prerequisites.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/prerequisites.rst -------------------------------------------------------------------------------- /docs/readme.rst: -------------------------------------------------------------------------------- 1 | .. include:: ../README.rst 2 | -------------------------------------------------------------------------------- /docs/refimpls.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/docs/refimpls.rst -------------------------------------------------------------------------------- /gcloud.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/gcloud.sh -------------------------------------------------------------------------------- /mlbench/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/__init__.py -------------------------------------------------------------------------------- /mlbench/master/api/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/__init__.py -------------------------------------------------------------------------------- /mlbench/master/api/admin.py: -------------------------------------------------------------------------------- 1 | # Register your models here. 2 | -------------------------------------------------------------------------------- /mlbench/master/api/apps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/apps.py -------------------------------------------------------------------------------- /mlbench/master/api/fixtures/scheduled_tasks.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/fixtures/scheduled_tasks.json -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0001_initial.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0001_initial.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0002_auto_20180731_1428.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0002_auto_20180731_1428.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0003_auto_20180802_1601.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0003_auto_20180802_1601.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0004_auto_20180803_1550.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0004_auto_20180803_1550.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0005_kubemetric_cumulative.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0005_kubemetric_cumulative.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0006_auto_20180820_0846.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0006_auto_20180820_0846.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0007_kubepod_model_run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0007_kubepod_model_run.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0008_modelrun_finished_at.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0008_modelrun_finished_at.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/0009_auto_20180910_1311.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/migrations/0009_auto_20180910_1311.py -------------------------------------------------------------------------------- /mlbench/master/api/migrations/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/master/api/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/models/__init__.py -------------------------------------------------------------------------------- /mlbench/master/api/models/kubemetric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/models/kubemetric.py -------------------------------------------------------------------------------- /mlbench/master/api/models/kubepod.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/models/kubepod.py -------------------------------------------------------------------------------- /mlbench/master/api/models/modelrun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/models/modelrun.py -------------------------------------------------------------------------------- /mlbench/master/api/renderers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/renderers.py -------------------------------------------------------------------------------- /mlbench/master/api/serializers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/serializers.py -------------------------------------------------------------------------------- /mlbench/master/api/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/master/api/tests/test_api.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/tests/test_api.py -------------------------------------------------------------------------------- /mlbench/master/api/urls.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/urls.py -------------------------------------------------------------------------------- /mlbench/master/api/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/master/api/utils/pod_monitor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/utils/pod_monitor.py -------------------------------------------------------------------------------- /mlbench/master/api/utils/run_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/utils/run_utils.py -------------------------------------------------------------------------------- /mlbench/master/api/utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/utils/utils.py -------------------------------------------------------------------------------- /mlbench/master/api/views.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/api/views.py -------------------------------------------------------------------------------- /mlbench/master/db.sqlite3: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/db.sqlite3 -------------------------------------------------------------------------------- /mlbench/master/main/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/master/main/admin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/admin.py -------------------------------------------------------------------------------- /mlbench/master/main/apps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/apps.py -------------------------------------------------------------------------------- /mlbench/master/main/migrations/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/master/main/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/models.py -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-grid.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-grid.css -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-grid.css.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-grid.css.map -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-grid.min.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-grid.min.css -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-grid.min.css.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-grid.min.css.map -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-reboot.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-reboot.css -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-reboot.css.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-reboot.css.map -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-reboot.min.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-reboot.min.css -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-reboot.min.css.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-reboot.min.css.map -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap-slider.min.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap-slider.min.css -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap.css -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap.css.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap.css.map -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap.min.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap.min.css -------------------------------------------------------------------------------- /mlbench/master/main/static/css/bootstrap.min.css.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/bootstrap.min.css.map -------------------------------------------------------------------------------- /mlbench/master/main/static/css/main.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/css/main.css -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap-slider.min.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap-slider.min.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap.bundle.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap.bundle.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap.bundle.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap.bundle.js.map -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap.bundle.min.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap.bundle.min.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap.bundle.min.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap.bundle.min.js.map -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap.js.map -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap.min.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap.min.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/bootstrap.min.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/bootstrap.min.js.map -------------------------------------------------------------------------------- /mlbench/master/main/static/js/d3.min.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/d3.min.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/feather.min.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/feather.min.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/jquery-3.3.1.min.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/jquery-3.3.1.min.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/jsrender.min.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/jsrender.min.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/podmonitor.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/podmonitor.js -------------------------------------------------------------------------------- /mlbench/master/main/static/js/popper.min.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/static/js/popper.min.js -------------------------------------------------------------------------------- /mlbench/master/main/templates/main/base.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/templates/main/base.html -------------------------------------------------------------------------------- /mlbench/master/main/templates/main/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/templates/main/index.html -------------------------------------------------------------------------------- /mlbench/master/main/templates/main/run_detail.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/templates/main/run_detail.html -------------------------------------------------------------------------------- /mlbench/master/main/templates/main/runs.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/templates/main/runs.html -------------------------------------------------------------------------------- /mlbench/master/main/templates/main/worker_detail.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/templates/main/worker_detail.html -------------------------------------------------------------------------------- /mlbench/master/main/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/master/main/tests/test_views.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/tests/test_views.py -------------------------------------------------------------------------------- /mlbench/master/main/urls.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/urls.py -------------------------------------------------------------------------------- /mlbench/master/main/views.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/main/views.py -------------------------------------------------------------------------------- /mlbench/master/manage.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/manage.py -------------------------------------------------------------------------------- /mlbench/master/master/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/master/master/middleware.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/master/middleware.py -------------------------------------------------------------------------------- /mlbench/master/master/settings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/master/settings.py -------------------------------------------------------------------------------- /mlbench/master/master/settings_production.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/master/settings_production.py -------------------------------------------------------------------------------- /mlbench/master/master/urls.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/master/urls.py -------------------------------------------------------------------------------- /mlbench/master/master/wsgi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/master/master/wsgi.py -------------------------------------------------------------------------------- /mlbench/refimpls/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/README.md -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/.DS_Store -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/config.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/configs/cifar10-resnet20-linear-scaling-gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/configs/cifar10-resnet20-linear-scaling-gpu -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/configs/cifar10-resnet20-non-scaling-gpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/configs/cifar10-resnet20-non-scaling-gpu -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/configs/cifar10-resnet20-non-scaling-gpu-no-nesterov: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/configs/cifar10-resnet20-non-scaling-gpu-no-nesterov -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/configs/debug: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/configs/debug-resume-1: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/configs/debug-resume-1 -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/configs/debug-resume-2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/configs/debug-resume-2 -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/controlflow/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/controlflow/__init__.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/controlflow/controlflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/controlflow/controlflow.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/datasets/__init__.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/datasets/libsvm_dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/datasets/libsvm_dataloader.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/datasets/load_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/datasets/load_dataset.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/datasets/load_libsvm_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/datasets/load_libsvm_dataset.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/datasets/partition_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/datasets/partition_data.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/main.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/models/__init__.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/models/linear_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/models/linear_models.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/models/resnet.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/models/testnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/models/testnet.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/optim/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/optim/lr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/optim/lr.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/optim/optimizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/optim/optimizer.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/optim/tests/lr_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/optim/tests/lr_test.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/checkpoint.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/checkpoint.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/communication.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/communication.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/criterions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/criterions.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/helper.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/log.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/log.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/metrics.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/parser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/parser.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/topology.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/topology.py -------------------------------------------------------------------------------- /mlbench/refimpls/pytorch/utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/pytorch/utils/utils.py -------------------------------------------------------------------------------- /mlbench/refimpls/tools/build_sequential_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/refimpls/tools/build_sequential_data.py -------------------------------------------------------------------------------- /mlbench/worker/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/mlbench/worker/main.py -------------------------------------------------------------------------------- /requirements_dev.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/requirements_dev.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/setup.cfg -------------------------------------------------------------------------------- /tests/test_mlbench.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/tests/test_mlbench.py -------------------------------------------------------------------------------- /tox.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlbench/mlbench-old/HEAD/tox.ini --------------------------------------------------------------------------------