Top GPUs For Deep Learning and Machine Learning in 2022

As we walk into the age of AI, there is an exponential rise in the demand for GPU. The not-so-old method of parallel computing is applied to process computations in GPUs. Moreover, with the availability of very high numbers of ALUs or processing units, GPUs have become very suitable for powerful computations in AI. Furthermore, with the recent advent of Deep Learning in the current decade, most of the Deep Learning frameworks, including vastly popular TensorFlow, Pytorch, Theano, etc., enable advanced optimization of computations with GPU. Currently, a vast number of GPUs are available, with many differences in their features, like no. of processing units, memory capacity, clock frequency, etc.