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Scaling of accelerated inference in ThetaGPU. TensorRT AI ensembles accelerate gravitational wave detection by 3fold when compared to traditional AI ensembles (labeled as TensorFlow). TensorRT AI ensembles process an entire month of advanced LIGO data, including both Hanford and Livingstone strain data, within 50 s when AI inference is distributed over 160 NVIDIA A100 Tensor Core GPUs in the ThetaGPU supercomputer.
