title: CreateModel operation: Could not find model data at s3://my-bucket/testing/model/output/model.tar.gz
body: <p><strong>I am Able to train my model</strong></p>
  <p><strong>Below is the code</strong></p>
  <pre><code>from sagemaker.estimator import Estimator
  estimator_new = Estimator(image_name=ecrimage,
                            role=role,
                            train_instance_count=1,
                            train_instance_type='ml.c4.xlarge',
                            output_path=&quot;s3://my-bucket/testing&quot;,
                            sagemaker_session = sagemaker_session)
  </code></pre>
  <p><strong>Model Fitting</strong></p>
  <pre><code>estimator_new.fit()
  </code></pre>
  <p><strong>But when i am trying to deploy model getting this below error</strong></p>
  <p><strong>Deploy code is:</strong></p>
  <pre><code>Multiple_linear_regressor_tens=estimator_new.deploy(initial_instance_count=1,
                                 instance_type='ml.m4.xlarge')
  </code></pre>
  <p><strong>Error message is</strong></p>
  <p>ClientError: An error occurred (ValidationException) when calling the CreateModel operation: Could not find model data at s3://my-bucket/testing/model/output/model.tar.gz.</p>
  <p><strong>Please help me to resolve this issue</strong></p>