26 citations · 33 across the 6 of their papers we have counts for
6 papers
Microscaling Floating Point Formats for Large Language Models
Marco Cococcioni, Dario Pagani, Federico Rossi
The increasing computational and memory demands of large language models (LLMs) necessitate innovative approaches to optimize resource usage without compromising performance. This…
Solving Currency Arbitrage Problems using D-Wave Advantage2 Quantum Annealer
Lorenzo Mazzei, Giada Beccari, Mirko Laruina +1
Quantum annealing has emerged as a powerful tool for solving combinatorial optimization problems efficiently, making use of the principles of quantum mechanics. Companies are incre…
Compressed Real Numbers for AI: a case-study using a RISC-V CPU
Federico Rossi, Marco Cococcioni, Roger Ferrer Ibàñez +5
As recently demonstrated, Deep Neural Networks (DNN), usually trained using single precision IEEE 754 floating point numbers (binary32), can also work using lower precision. Theref…
PPU: Design and Implementation of a Pipelined Full Posit Processing Unit
Federico Rossi, Francesco Urbani, Marco Cococcioni +2
By exploiting the modular RISC-V ISA this paper presents the customization of instruction set with posit\textsuperscript{\texttrademark} arithmetic instructions to provide improved…
A Non-Archimedean Interior Point Method for Solving Lexicographic Multi-Objective Quadratic Programming Problems
Lorenzo Fiaschi, Marco Cococcioni
This work presents a generalized implementation of the infeasible primal-dual Interior Point Method (IPM) achieved by the use of non-Archimedean values, i.e., infinite and infinite…
Numerical Asymptotic Results in Game Theory Using Sergeyev's Infinity Computing
Lorenzo Fiaschi, Marco Cococcioni
Prisoner's Dilemma (PD) is a widely studied game that plays an important role in Game Theory. This paper aims at extending PD Tournaments to the case of infinite, finite or infinit…