Environment Configuration

Initialize Bluemist-AI’s environment

initialize(log_level='DEBUG', enable_acceleration_extensions=False, cleanup_resources=True)

log_level{‘CRITICAL’, ‘FATAL’, ‘ERROR’, ‘WARNING’, ‘WARN’, ‘INFO’, ‘DEBUG’}, default=’DEBUG’

Controls the logging level for bluemist.log

enable_acceleration_extensions{True, False}, default=False

• Enables NVIDIA GPU acceleration/Intel CPU acceleration based on the underlying GPU/CPU infrastructure

• NVIDIA GPU acceleration is provided by RAPIDS cuML. For the list of supported algorithms, please refer https://docs.rapids.ai/api/cuml/stable/api/#regression-and-classification

• Intel CPU acceleration is provided by Intel® Extension for Scikit-learn. For the list of supported algorithms, please refer https://intel.github.io/scikit-learn-intelex/algorithms.html#on-cpu

cleanup_resources{True, False}, default=True

Cleanup artifacts from previous runs