We present a modern, lightweight and self-contained class for parallelizing high-@xmath0 scientific computation.
The class does not require any other high-level multithreading protocols, and thus gives the programmer precise low-level control over the details of the parallelization, which permits more robust optimizations.
In this work, we present a well-optimized graphics card (gpc) implementation of dilithium, one of the post-quantum standard digital signature algorithms.
We focus on warp-level design and exploit several strategies to improve performance, including memory pool, kernel fusing, batching, streaming, etc.
Many currently available universal approximation theorems affirm that deep
feedforward networks defined using any suitable activation function can
approximate any integrable function locally in $L^1$-
Proof-of-Stake (PoS) blockchain systems, especially those that allow
stakeholders to organize themselves in ``stake-pools'', have emerged as a
compelling paradigm for the deployment of large scale dis
Most online message threads inherently will be cluttered and any new user or
an existing user visiting after a hiatus will have a difficult time
understanding whats being discussed in the thread. Simi
Recent years have brought about an interest in the challenging task of
summarizing conversation threads (meetings, online discussions, etc.). Such
summaries help analysis of the long text to quickly c
Search systems often employ a re-ranking pipeline, wherein documents (or
passages) from an initial pool of candidates are assigned new ranking scores.
The process enables the use of highly-effective b
A multilayer network approach combines different network layers, which are
connected by interlayer edges, to create a single mathematical object. These
networks can contain a variety of information ty
Electric fields can thread a classical Einstein-Rosen bridge. Maldacena and
Susskind have recently suggested that in a theory of dynamical gravity the
entanglement of ordinary perturbative quanta shou
Automating the process of manipulating and delivering sutures during robotic
surgery is a prominent problem at the frontier of surgical robotics, as
automating this task can significantly reduce surge
Particle Swarm Optimization (PSO) is a stochastic technique for solving the
optimization problem. Attempts have been made to shorten the computation times
of PSO based algorithms with massive threads
This paper investigates the impact of dark pools on price discovery (the
efficiency of prices on stock exchanges to aggregate information). Assets are
traded in either an exchange or a dark pool, with
We propose and experimentally demonstrate a reactive planning system for
bipedal robots on unexplored, challenging terrains. The system consists of a
low-frequency planning thread (5 Hz) to find an as
One of the exciting recent developments in decentralized finance (DeFi) has
been the development of decentralized cryptocurrency exchanges that can
autonomously handle conversion between different cry
We address the problem of ensemble selection in transfer learning: Given a
large pool of source models we want to select an ensemble of models which,
after fine-tuning on the target training set, yiel
Robustness to adversarial examples of machine learning models remains an open
topic of research. Attacks often succeed by repeatedly probing a fixed target
model with adversarial examples purposely cr
We give a bit thread prescription that is equivalent to the quantum extremalsurface prescription for holographic entanglement entropy.
Our proposal is inspired by considerations of bit threads in doubly holographic models, and is established by proving a generalisation of the riemannian max-flow min-cut theorem.
Computers used for data analytics are often NUMA systems with multiple
sockets per machine, multiple cores per socket, and multiple thread contexts
per core. To get the peak performance out of these m
It is generally taken to be established that no local hidden-variable theory
is possible. That conclusion applies if our world is a thread, where a thread
is a world where particles follow trajectorie