Hardware Architectures: From CPUs to GPUs
Hardware Architectures: From CPUs to GPUs Hardware shapes what we can do with a computer. Two broad families drive most choices: CPUs for general tasks, and GPUs for parallel work. CPUs are designed to be flexible and fast for many kinds of software. They feature a few powerful cores, smart cache hierarchies, and complex control logic that helps many tasks run smoothly. GPUs use many small cores grouped into parallel units and shine when a job can be split into thousands of threads, such as graphics, simulations, or neural network work. ...