o pia @sjdZddlZddlZddlZddlmZmZddlmZee Z dZ dZ dde d ed ed e fd d ZdS)zASeed utilities for reproducibility. Authors * Adel Moumen 2024 N)get_rankrank_prefixed_message) get_loggerlTFseedverbose deterministicreturncCstdurdnt}t|krtks%nt|dtdt|}n||7}|r7tjtd|ddt|tjd<t |z ddl }|j |Wn t yXYnwt |t j||rkt d |S) aFunction that sets the seed for pseudo-random number generators in: torch, numpy, and Python's random module. Arguments --------- seed: int the integer value seed for global random state. verbose: bool Whether to print a message on each rank with the seed being set. deterministic: bool Whether to set the seed for deterministic operations. Returns ------- int The seed that was set. Nrz& is not in bounds, numpy accepts from z to zSetting seed to F)main_process_onlySB_GLOBAL_SEEDT)rmin_seed_valuemax_seed_valueloggerinforstrosenvironrandomrnumpy ImportErrortorch manual_seedcudamanual_seed_alluse_deterministic_algorithms)rrr seed_offsetnprT/home/ubuntu/SoloSpeech/.venv/lib/python3.10/site-packages/speechbrain/utils/seed.pyseed_everythings2      r)rTF)__doc__rrrspeechbrain.utils.distributedrrspeechbrain.utils.loggerr__name__r r r intboolrrrrrs&