Batched

is a to Optimizing Data Transfer in AI/ML Workloads where we demonstrated using NVIDIA Nsight™ Systems (nsys) in studying and solving the common data-loading bottleneck — occurrences where the GPU idles while it waits for input...

Multi-Armed Bandits with delayed rewards in successive trialsThis trend nonetheless doesn't generalize to grids with smaller batch numbers. For the case where M=2 the variety of samples in the primary batch of the geometric...