Spin up an instance of g4dn.xlarge with Deep Learning Base OSS Nvidia Driver GPU AMI (Amazon Linux 2023). Log in to the instance via Session Manager.
Make sure the GPU is available.
nvidia-smi
Install https://github.com/SYSTRAN/faster-whisper and cuDNN.