a reproducible pipeline. However, you should be aware that deterministic algorithms may be slower than nondeterministic ones and you may observe a decrease in performance. But if reproducibility is important to you, then this is the way to go! Nondeterministic behavior occurs when operations are launched in more than one CUDA stream. To avoid this, set the environment variable CUBLAS_WORKSPACE_CONFIG to :16:8 to only use one buffer size during 