NVIDIA NeMo is used to compose a simple text classification system. NeMo makes state of the art natural language understanding accessible and fast for data scientists. NeMo can automatically download pre-trained BERT models, use single-GPU or multi-GPU training, and leverages powerful optimization techniques like automatic mixed-precision (AMP).