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64 行
2.9 KiB
64 行
2.9 KiB
apiVersion: kubeflow.org/v1alpha2
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kind: MPIJob
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metadata:
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name: mlagents-horovod-test
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spec:
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slotsPerWorker: 1
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cleanPodPolicy: Running
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mpiReplicaSpecs:
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Launcher:
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replicas: 1
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template:
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spec:
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containers:
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- image: gcr.io/unity-ml-agents-expts-test/mlagents-horovod:latest
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name: mlagents-horovod-test
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resources:
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limits:
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cpu: 4
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command: ["/bin/sh", "-c"]
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args: ["
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mpirun --allow-run-as-root -np 16 -bind-to none -map-by slot -x NCCL_DEBUG=INFO -x LD_LIBRARY_PATH -x HOROVOD_AUTOTUNE=1 -x PATH -mca pml ob1 -mca btl ^openib mlagents-learn /unity-volume/trainer_config.yaml --run-id=snoopydist15-ppo --train --env=/unity-volume/Walker --num-envs=6;
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mpirun --allow-run-as-root -np 16 -bind-to none -map-by slot -x NCCL_DEBUG=INFO -x LD_LIBRARY_PATH -x HOROVOD_AUTOTUNE=1 -x PATH -mca pml ob1 -mca btl ^openib gsutil cp -r models gs://ray-volume/horovod/;
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mpirun --allow-run-as-root -np 16 -bind-to none -map-by slot -x NCCL_DEBUG=INFO -x LD_LIBRARY_PATH -x HOROVOD_AUTOTUNE=1 -x PATH -mca pml ob1 -mca btl ^openib gsutil cp -r summaries gs://ray-volume/horovod/;
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"]
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Worker:
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replicas: 16
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template:
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spec:
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containers:
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- image: gcr.io/unity-ml-agents-expts-test/mlagents-horovod:latest
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name: mlagents-horovod-test
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resources:
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limits:
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cpu: 2
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nvidia.com/gpu: 1
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memory: 8G
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- image: gcr.io/unity-ml-agents-expts-test/mlagents-horovod-env:latest
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name: mlagents-horovod-test-env
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resources:
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requests:
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cpu: 12
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memory: 48G
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limits:
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cpu: 12
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memory: 48G
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command: ["/bin/sh", "-c"]
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args: ["
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sleep 95s;
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cd /unity-volume;
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(xvfb-run --auto-servernum --server-args='-screen 0 640x480x24' /unity-volume/SnoopyPop15Levels_10.x86_64 --port 5005 &);
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(xvfb-run --auto-servernum --server-args='-screen 0 640x480x24' /unity-volume/SnoopyPop15Levels_10.x86_64 --port 5006 &);
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(xvfb-run --auto-servernum --server-args='-screen 0 640x480x24' /unity-volume/SnoopyPop15Levels_10.x86_64 --port 5007 &);
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(xvfb-run --auto-servernum --server-args='-screen 0 640x480x24' /unity-volume/SnoopyPop15Levels_10.x86_64 --port 5008 &);
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(xvfb-run --auto-servernum --server-args='-screen 0 640x480x24' /unity-volume/SnoopyPop15Levels_10.x86_64 --port 5009 &);
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xvfb-run --auto-servernum --server-args='-screen 0 640x480x24' /unity-volume/SnoopyPop15Levels_10.x86_64 --port 5010
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"]
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stdin: true
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tty: true
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securityContext:
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privileged: true
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capabilities:
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add:
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- SYS_ADMIN
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