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from sagemaker.debugger import Rule, rule_configs
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,
debugger_hook_config=debugger_hook_config,
rules=[
Rule.sagemaker(rule_configs.overfit()),
Rule.sagemaker(rule_configs.loss_not_decreasing())
],
)
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