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5 changes: 5 additions & 0 deletions tests/integ/test_multidatamodel.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,6 +14,7 @@

import base64
import os
import time
import requests

import docker
Expand Down Expand Up @@ -138,6 +139,7 @@ def test_multi_data_model_deploy_pretrained_models(
multi_data_model.add_model(pretrained_model_data_local_path, PRETRAINED_MODEL_PATH_1)
# Deploy model to an endpoint
multi_data_model.deploy(1, cpu_instance_type, endpoint_name=endpoint_name)
time.sleep(30)
# Add models after deploy
multi_data_model.add_model(pretrained_model_data_local_path, PRETRAINED_MODEL_PATH_2)

Expand Down Expand Up @@ -266,6 +268,7 @@ def test_multi_data_model_deploy_trained_model_from_framework_estimator(
multi_data_model.add_model(mxnet_model_1.model_data, PRETRAINED_MODEL_PATH_1)
# Deploy model to an endpoint
multi_data_model.deploy(1, cpu_instance_type, endpoint_name=endpoint_name)
time.sleep(30)

# Train another model
mxnet_model_2 = _mxnet_training_job(
Expand Down Expand Up @@ -373,6 +376,7 @@ def test_multi_data_model_deploy_train_model_from_amazon_first_party_estimator(
multi_data_model.add_model(rcf_model_v1.model_data, PRETRAINED_MODEL_PATH_1)
# Deploy model to an endpoint
multi_data_model.deploy(1, cpu_instance_type, endpoint_name=endpoint_name)
time.sleep(30)
# Train another model
rcf_model_v2 = __rcf_training_job(
sagemaker_session, container_image, cpu_instance_type, 70, 20
Expand Down Expand Up @@ -470,6 +474,7 @@ def test_multi_data_model_deploy_pretrained_models_update_endpoint(
multi_data_model.add_model(pretrained_model_data_local_path, PRETRAINED_MODEL_PATH_1)
# Deploy model to an endpoint
multi_data_model.deploy(1, cpu_instance_type, endpoint_name=endpoint_name)
time.sleep(30)
# Add model after deploy
multi_data_model.add_model(pretrained_model_data_local_path, PRETRAINED_MODEL_PATH_2)

Expand Down