laskentaintensiivisiä

Laskentaintensiivisiä is a Finnish term that translates to "computationally intensive" in English. It describes tasks, algorithms, or processes that require a significant amount of computing power and time to complete. These types of computations often involve complex mathematical operations, large datasets, or intricate simulations.

Examples of computationally intensive tasks include scientific simulations such as weather forecasting, molecular modeling, and astrophysical calculations. In the field of artificial intelligence and machine learning, training deep neural networks is a prime example, demanding vast computational resources for processing and learning from enormous datasets. Rendering complex 3D graphics for movies or video games also falls into this category.

The demand for computationally intensive processing has driven advancements in hardware, leading to the development of powerful processors, specialized graphics processing units (GPUs), and distributed computing systems like supercomputers and cloud computing platforms. Efficient algorithms and optimized code are crucial for managing and reducing the computational burden of these tasks. The ability to perform these intensive calculations quickly and effectively is vital for scientific discovery, technological innovation, and the development of advanced applications.