Tensordyne Revives Logarithmic Math In A Bid To Cut AI Power Use

Tensordyne says logarithmic computing could reduce AI inference costs and power demands, offering an alternative to conventional chip designs.
GitHub

Arbitrary precision decimal arithmetic.

Decimal represents values internally using three integers: a sign, a coefficient, and an exponent. In this way, numbers of any size and with any number of decimal places can be represented exactly.
www.cs.cmu.edu

Jonathan's papers

Guaranteed-Quality Anisotropic Mesh Generation. If you're in Soda Hall, you'll find copies of most of my papers hanging outside my office (625). Take the ones you want. FAR AND AWAY MY MOST POPULAR ...
IEEE

Arb: Efficient Arbitrary-Precision Midpoint-Radius Interval Arithmetic

Abstract: Arb is a C library for arbitrary-precision interval arithmetic using the midpoint-radius representation, also known as ball arithmetic. It supports real and complex numbers, polynomials, ...
GitHub

An arbitrary-precision arithmetic library for Rust.

Parts of Malachite are derived from GMP, FLINT, and MPFR. The documentation for Malachite is here, and its crate is here. Floats (arbitrary-precision floating-point numbers) are in development and are ...
C&EN

Accelerating Correlated Quantum Chemistry Calculations Using Graphical Processing Units and a Mixed Precision Matrix Multiplication Library

§Contributed equally to this work. Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These ...
IEEE

Acceleration of Complex Matrix Multiplication Using Arbitrary Precision Floating-Point Arithmetic

Abstract: Efficient multiple precision linear numerical computation libraries such as MPLAPACK are critical in dealing with ill-conditioned problems. Specifically, there are optimization methods for ...