smdeploy-1.py

smdeploy-1.py

job_name_prefix = 'DEMO-imageclassification'

timestamp = time.strftime('-%Y-%m-%d-%H-%M-%S', time.gmtime())
endpoint_config_name = job_name_prefix + '-epc-' + timestamp

endpoint_config_response = sagemaker.create_endpoint_config(
    EndpointConfigName = endpoint_config_name,
    ProductionVariants=[
        {
        'InstanceType':'ml.m4.xlarge',
        'InitialInstanceCount':1,
        'ModelName':job_name_modela,
        'VariantName':'Model-A',
        'InitialVariantWeight':1
        },
        {
        'InstanceType':'ml.m4.xlarge',
        'InitialInstanceCount':1,
        'ModelName':job_name_modelb,
        'VariantName':'Model-B',
        'InitialVariantWeight':1
        }
    ])