train-mnist-fashioon-model.py

model_dir = '/opt/ml/model'
train_instance_type = 'ml.c5.2xlarge'
hyperparameters = {'epochs': 10, 'batch_size': 256, 'learning_rate': 0.001}

estimator = TensorFlow(
    entry_point='model.py',
    train_instance_type=train_instance_type,
    train_instance_count=1,
    model_dir=model_dir,
    hyperparameters=hyperparameters,
    role=sagemaker.get_execution_role(),
    base_job_name='tf-fashion-mnist',
    framework_version='1.15',
    py_version='py3',
    script_mode=True
)

estimator.fit(inputs)