25 lines
1.1 KiB
Bash
Executable File
25 lines
1.1 KiB
Bash
Executable File
#!/bin/bash
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job_name=$1
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if [[ -z ${job_name} ]]
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then
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echo 'Provide model name'
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exit 0
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fi
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echo 'Creating training job '$1
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training_image="117617958416.dkr.ecr.eu-west-1.amazonaws.com/robocars:tensorflow"
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iam_role_arn="arn:aws:iam::117617958416:role/robocar-training"
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DATA_BUCKET="s3://robocars-cyrilix-learning/input"
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DATA_OUTPUT="s3://robocars-cyrilix-learning/output"
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aws sagemaker create-training-job \
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--training-job-name ${job_name} \
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--hyper-parameters '{ "sagemaker_region": "\"eu-west-1\"", "with_slide": "true", "img_height": "120", "img_width": "160" }' \
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--algorithm-specification TrainingImage="${training_image}",TrainingInputMode=File \
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--role-arn ${iam_role_arn} \
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--input-data-config "[{ \"ChannelName\": \"train\", \"DataSource\": { \"S3DataSource\": { \"S3DataType\": \"S3Prefix\", \"S3Uri\": \"${DATA_BUCKET}\", \"S3DataDistributionType\": \"FullyReplicated\" }} }]" \
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--output-data-config S3OutputPath=${DATA_OUTPUT} \
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--resource-config InstanceType=ml.p2.xlarge,InstanceCount=1,VolumeSizeInGB=1 \
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--stopping-condition MaxRuntimeInSeconds=1800
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