The benchmark counts primes by trial division (a pure-Python, GIL-holding loop), runs the same two tasks with each technique, verifies all techniques compute the same answer, and prints a ...

Abstract: There is a growing need, for example in machine learning and analytics, to decompose applications into smaller schedulable units. Such decomposition can improve performance, reduce energy ...

Community driven content discussing all aspects of software development from DevOps to design patterns. When language architects designed Python, they couldn’t conceive of a world where computers had ...

Abstract: Modern Python programs in high-performance computing call into compiled libraries and kernels for performance-critical tasks. However, effectively parallelizing these finer-grained, and ...