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Dedicated online video decoders for every MIG instance supply secure, superior-throughput smart online video analytics (IVA) on shared infrastructure. With Hopper's concurrent MIG profiling directors can check correct-sized GPU acceleration and improve resource allocation for consumers. For researchers with smaller workloads, rather then renting a