Memory swizzling is the quiet tax that every hierarchical-memory accelerator pays. It is fundamental to how GPUs, TPUs, NPUs, ...
The code is built on PyTorch and tested on Ubuntu 16.04/18.04 and Windows 10 environment (Python3.x, PyTorch>=0.4) with 1080Ti GPU. With the aim of developing a fast yet accurate algorithm for ...
Mammoth is built to streamline the development and benchmark of continual learning research. With more than 70 methods and 20 datasets, it includes the most complete list competitors and benchmarks ...