Question: how are gpus faster than cpus?
Answer: The power cost of GPU is higher than CPU. Concluding, The High bandwidth, hiding the latency under thread parallelism and easily programmable registers makes GPU a lot faster than a CPU. Owing to the above factors, CPU can be used to train the model where data is relatively small.