Why are GPU's better than CPU's for AI and mining bitcoins
GPUs (Graphics Processing Units) excel at AI and Bitcoin mining due to their parallel processing architecture. Artificial Intelligence (AI) Parallel Processing: AI tasks often involve massive amounts of data and complex calculations. GPUs, with their thousands of cores, can perform these operations simultaneously, drastically speeding up training times for deep learning models. Matrix Operations: Many AI algorithms heavily rely on matrix multiplications and other linear algebra operations. GPUs are optimized for these types of calculations. Bitcoin Mining Hashing Power: Mining Bitcoins and other crypto coins involves solving complex cryptographic puzzles. GPUs, with their high number of cores and fast clock speeds, can perform many more hashes per second than CPUs, increasing the chances of finding a solution and earning rewards. Difference between a GPU and a CPU GPU (Graphics Processing Unit) A GPU is specialized in parallel processing, making it ideal for tasks involving lar...