Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
is greater than the available GPU memory. We reduce the memory complexity of $\mat{A}^T\mat{A}$ by using a batching strategy where the intermediate factors are computed block by block. We also suppress I/O latency associated with both host-to-device (H2D) and device-to-host (D2H) batch copies by