The Tesla A100 server has been benchmarked against the Tesla V100 server, with mixed results. The A100 is found to be significantly faster than the V100 in terms of training speed for convolutional neural networks (CNNs), with 2.2x and 3.4x speedups using 32-bit precision and 1.6x and 3.4x speedups using mixed precision, respectively. In contrast, the A100 is not found to be significantly faster than the V100 in terms of training speed for language models, with only a 3.39x speedup on average. The benchmarking was conducted using PyTorch 20.10 and the same software versions were used for both servers, although results are expected soon for the A100.