^jM2dZddlZddlZddlZddeddfdZy)z4Reproducibility helpers: seed all RNGs consistently.Nseedreturnctj|tjj|tj|tj j r^tj j|dtjj_ dtjj_ yy)aSeed all random number generators for reproducibility. Sets seeds for Python's ``random`` module, NumPy, and PyTorch (CPU and all CUDA devices). Also configures cuDNN to use deterministic algorithms and disables its auto-tuner so that results are reproducible across runs at the cost of a possible slight performance decrease. Args: seed: Integer seed value. Defaults to ``7``. TFN) randomrnptorch manual_seedcuda is_availablemanual_seed_allbackendscudnn deterministic benchmark)rs k/var/www/ramen.bs-engineer-server.com/venv/lib/python3.12/site-packages/rfdetr/utilities/reproducibility.pyseed_allrsy KKIINN4 d zz  ""4(-1*).&!))__doc__rnumpyrrintrrrrs& ;  /3/t/r