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Use AWS accelerated AMIs (#46)
* use aws accelerated amis * update eks accelerated ami ref link
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charts/deepgram-self-hosted/CHANGELOG.md

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## [Unreleased]
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- AWS samples updated to take advantage of new [EKS accelerated AMIs](https://aws.amazon.com/about-aws/whats-new/2024/10/amazon-eks-nvidia-aws-neuron-instance-types-al2023/), which bundle the required NVIDIA driver and toolkit instead of being installed by the NVIDIA GPU operator
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## [0.6.0] - 2024-09-27
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charts/deepgram-self-hosted/samples/01-basic-setup-aws.cluster-config.yaml

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desiredCapacity: 0
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maxSize: 8
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instanceType: g6.2xlarge
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amiFamily: Ubuntu2204
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amiFamily: AmazonLinux2023
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labels:
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k8s.deepgram.com/node-type: engine
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k8s.amazonaws.com/accelerator: nvidia-l4
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desiredCapacity: 0
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maxSize: 2
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instanceType: c5n.xlarge
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amiFamily: Ubuntu2204
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amiFamily: AmazonLinux2023
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labels:
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k8s.deepgram.com/node-type: api
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iam:
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desiredCapacity: 0
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maxSize: 2
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instanceType: t3.large
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amiFamily: Ubuntu2204
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amiFamily: AmazonLinux2023
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labels:
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k8s.deepgram.com/node-type: license-proxy
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iam:

charts/deepgram-self-hosted/samples/01-basic-setup-aws.values.yaml

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autoDiscovery:
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clusterName: "deepgram-self-hosted-cluster"
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awsRegion: "us-west-2"
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gpu-operator:
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enabled: true
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# If using EKS accelerated AMIs based on Amazon Linux 2023 (default with Deepgram guides as of Oct 2024),
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# driver and toolkit come bundled with the AMI.
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#
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# If using other AMIs, such as Ubuntu, you should re-enable the driver and toolkit below.
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driver:
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enabled: false
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toolkit:
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enabled: false

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