syne_tune.constants module
Collects constants to be shared between core code and tuning scripts or benchmarks.
- syne_tune.constants.SYNE_TUNE_ENV_FOLDER = 'SYNETUNE_FOLDER'
Environment variable that allows to overides default library folder
- syne_tune.constants.SYNE_TUNE_DEFAULT_FOLDER = 'syne-tune'
Name of default library folder used if the env variable is not defined
- syne_tune.constants.ST_WORKER_ITER = 'st_worker_iter'
Number of times reporter was called
- syne_tune.constants.ST_WORKER_TIMESTAMP = 'st_worker_timestamp'
Time stamp when worker was called
- syne_tune.constants.ST_WORKER_TIME = 'st_worker_time'
Time since creation of reporter
- syne_tune.constants.ST_WORKER_COST = 'st_worker_cost'
Estimate of dollar cost spent so far
- syne_tune.constants.ST_INSTANCE_TYPE = 'st_instance_type'
Instance type to be used for job execution (SageMaker backend)
- syne_tune.constants.ST_INSTANCE_COUNT = 'st_instance_count'
Number of instances o be used for job execution (SageMaker backend)
- syne_tune.constants.ST_CHECKPOINT_DIR = 'st_checkpoint_dir'
Name of config key for checkpoint directory
- syne_tune.constants.ST_CONFIG_JSON_FNAME_ARG = 'st_config_json_filename'
Name of config key for config JSON file
- syne_tune.constants.ST_REMOTE_UPLOAD_DIR_NAME = 'tuner'
Name for
upload_dir
inRemoteTuner
- syne_tune.constants.ST_RESULTS_DATAFRAME_FILENAME = 'results.csv.zip'
Name for results dataframe stored in
StoreResultsCallback
- syne_tune.constants.ST_METADATA_FILENAME = 'metadata.json'
Name for metadata file stored in
Tuner
- syne_tune.constants.ST_TUNER_DILL_FILENAME = 'tuner.dill'
Name for final tuner object file stored in
Tuner
- syne_tune.constants.ST_DATETIME_FORMAT = '%Y-%m-%d-%H-%M-%S'
Datetime format used in result path names
- syne_tune.constants.MAX_METRICS_SUPPORTED_BY_SAGEMAKER = 40
Max number of metrics allowed for estimator
- syne_tune.constants.TUNER_DEFAULT_SLEEP_TIME = 5.0
Default value for
sleep_time