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Kubernetes\n\n[![PyPI](https://img.shields.io/pypi/v/ncs2-device-plugin.svg)](https://pypi.python.org/pypi/ncs2-device-plugin)\n[![PyPI](https://img.shields.io/pypi/pyversions/ncs2-device-plugin.svg)](https://pypi.python.org/pypi/ncs2-device-plugin)\n[![Docker Pulls](https://img.shields.io/docker/pulls/adaptant/ncs2-device-plugin.svg)](https://hub.docker.com/repository/docker/adaptant/ncs2-device-plugin)\n[![Quality Gate Status](https://sonarcloud.io/api/project_badges/measure?project=adaptant-labs_ncs2-device-plugin\u0026metric=alert_status)](https://sonarcloud.io/dashboard?id=adaptant-labs_ncs2-device-plugin)\n\nA Kubernetes device plugin for the Intel Neural Compute Stick 2 (NCS2) / Intel Movidius MyriadX\n\n## Quick Start\n\nTo directly install `ncs2-device-plugin` as a `DaemonSet` into the Kubernetes cluster:\n\n```\n$ kubectl apply -f https://raw.githubusercontent.com/adaptant-labs/ncs2-device-plugin/ncs2-device-plugin.yaml\n```\n\nPods will be scheduled on any node with a `feature.node.kubernetes.io/usb-ff_03e7_2485.present` (provided by [NFD]) or\n`accelerators/ncs2` (provided by [k8s-auto-labeller], in combination with NFD-based discovery) label set. These labels\ncan also be set manually on NCS2-capable nodes for simple deployments in order to enqueue the Pod.\n\n[NFD]: https://github.com/kubernetes-sigs/node-feature-discovery\n[k8s-auto-labeller]: https://github.com/adaptant-labs/k8s-auto-labeller\n\n## Annotations\n\nAnnotations are produced for the per-device full device name, allowing for different device types to be explicitly\ntargeted, regardless of their insertion order into the system:\n\n```\n# For a single device\nncs2.intel.com/MYRIAD.name: Intel Movidius Myriad X VPU\n\n# For multiple devices\nncs2.intel.com/MYRIAD.0.name: Intel Movidius Myriad X VPU\n...\n```\n## Node Labels\n\nNode labels are produced for the number of devices and per-device optimization capabilities:\n\n```\nintel.com/ncs2=\u003cnumber of NCS2 devices\u003e\n\n# For a single device\nncs2.intel.com/MYRIAD.FP16=true\n\n# For multiple devices\nncs2.intel.com/MYRIAD.0.FP16=true\n...\n```\n\n## USB Hotplug Event Reconciliation\n\nNode labels and annotations are reconciled on the node each time a USB device is added or removed from the system. This\ncan be seen below:\n\n```\n2020-11-16 00:16:52 INFO     Discovered 1 NCS2 device(s):\n2020-11-16 00:16:52 INFO     \tMYRIAD: Intel Movidius Myriad X VPU, Optimizations: ['FP16']\n2020-11-16 00:16:52 INFO     Applying initial labels and annotations to current node...\n2020-11-16 00:16:52 INFO     Reconciling node sgx-celsius-w550power\n2020-11-16 00:16:52 INFO     Starting USB monitor...\n2020-11-16 00:17:04 INFO     Received a USB remove event for Device('/sys/devices/pci0000:00/0000:00:14.0/usb1/1-4')\n2020-11-16 00:17:04 INFO     Reconciling node sgx-celsius-w550power\n2020-11-16 00:17:26 INFO     Received a USB add event for Device('/sys/devices/pci0000:00/0000:00:14.0/usb1/1-4')\n2020-11-16 00:17:26 INFO     Reconciling node sgx-celsius-w550power\n```\n\n## Features and bugs\n\nPlease file feature requests and bugs in the [issue tracker][tracker].\n\n## Acknowledgements\n\nThis project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant\nagreement No 825480 ([SODALITE]).\n\n## License\n\n`ncs2-device-plugin` is licensed under the terms of the Apache 2.0 license, the full\nversion of which can be found in the LICENSE file included in the distribution.\n\n[tracker]: https://github.com/adaptant-labs/ncs2-device-plugin/issues\n[SODALITE]: https://sodalite.eu\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadaptant-labs%2Fncs2-device-plugin","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadaptant-labs%2Fncs2-device-plugin","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadaptant-labs%2Fncs2-device-plugin/lists"}