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autoscaler yaml for long running distributed
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@@ -5,11 +5,6 @@ max_workers: 3
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idle_timeout_minutes: 15
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docker:
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image: rayproject/ray-ml:1.2.0-gpu
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container_name: ray_container
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pull_before_run: True
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provider:
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type: aws
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region: us-west-2
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@@ -21,17 +16,16 @@ auth:
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head_node:
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InstanceType: g3.8xlarge
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ImageId: ami-0828a1066dc750737
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ImageId: ami-0b1a80ce62c464a55
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worker_nodes:
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InstanceType: g3.8xlarge
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ImageId: ami-0828a1066dc750737
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InstanceMarketOptions:
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MarketType: spot
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ImageId: ami-0b1a80ce62c464a55
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setup_commands:
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- sudo apt-get install -y libglib2.0-0 libcudnn7=7.6.5.32-1+cuda10.1
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# - sudo apt-get install -y libglib2.0-0 libcudnn7=7.6.5.32-1+cuda10.1
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- pip install -U https://ray-wheels.s3-us-west-2.amazonaws.com/releases/1.2.0/4c71f76b25bde02f208bfb21451347834994a72a/ray-1.2.0-cp37-cp37m-manylinux2014_x86_64.whl
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- pip install torch==1.4.0 torchvision==0.5.0 ray[all]
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# Command to start ray on the head node. You don't need to change this.
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head_start_ray_commands:
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