README.md

Examples

Example notebooks

Please refer to the example notebooks in Amazon SageMaker Examples repository

Example scripts

The above notebooks come with example scripts which can be used through SageMaker. Some more example scripts are here in scripts/

Example configurations for saving tensors through SageMaker Python SDK

Example configurations for saving tensors through the hook are available at docs/sagemaker.md

Example configurations for running rules through SageMaker Python SDK

Example configurations for saving tensors through the hook are available at docs/sagemaker.md

Example for running rule locally

from smdebug.rules import invoke_rule
from smdebug.trials import create_trial
trial = create_trial('s3://bucket/prefix')
rule_obj = CustomRule(trial, param=value)
invoke_rule(rule_obj, start_step=0, end_step=10)