Results 101 to 110 of about 75,650 (220)

Model Parallelism With Subnetwork Data Parallelism

open access: yesCoRR
Pre-training large neural networks at scale imposes heavy memory demands on accelerators and often requires costly communication. We introduce Subnetwork Data Parallelism (SDP), a distributed training framework that partitions a model into structured subnetworks trained across workers without exchanging activations.
Vaibhav Singh   +3 more
openaire   +2 more sources

SYNTACTIC STRUCTURES IN IRISH-LANGUAGE PROVERBS

open access: yesProverbium, 2012
In recent years, linguistic studies into the concept of ‘proverbiality’ have provided paremiologists with a more comprehensive under-standing of the form and function of proverbial markers in a wide range of languages.
Marcas Mac Coinnigh
doaj  

Parallel combinator reduction : some performance bounds [PDF]

open access: yes
A parallel graph reduction machine simulator is described. This performs combinator reduction and can simulate various different parallel reduction strategies. A number of functional programs are examined, and experimental results presented comparing the
Joy, Mike, Axford, Tom
core  

Complementing user-level coarse-grain parallelism with implicit speculative parallelism [PDF]

open access: yes, 2012
Multi-core and many-core systems are the norm in contemporary processor technology and are expected to remain so for the foreseeable future. Parallel programming is, thus, here to stay and programmers have to endorse it if they are to exploit such ...
Ioannou, Nikolas
core  

Detection of Functionlevel Parallelism [PDF]

open access: yes, 2007
While the chip multiprocessor (CMP) has quickly become the predominant processor architecture, its continuing success largely depends on the parallelizability of complex programs. We present a framework that is able to extract coarse-grain function-level
Sean Rul   +5 more
core  

Parallelism viewpoint: An architecture viewpoint to model parallelism behaviour of parallelism-intensive software systems

open access: yes, 2010
The use of parallelism enhances the performance of a software system. However, its excessive use can degrade the system performance. In this report we propose a parallelism viewpoint to optimize the use of parallelism by eliminating unnecessarily used ...
Muhammad, Naeem   +2 more
core  

Constructs and evaluation strategies for intelligent speculative parallelism - armageddon revisited

open access: yes, 1988
This report addresses speculative parallelism (the assignment of spare processing resources to tasks which are not known to be strictly required for the successful completion of a computation) at the user and application level.
Hermenegildo, Manuel V., Guzman, Adolfo
core  

Memory performance of and-parallel prolog on shared-memory architectures

open access: yes, 1988
The goal of the RAP-WAM AND-parallel Prolog abstract architecture is to provide inference speeds significantly beyond those of sequential systems, while supporting Prolog semantics and preserving sequential performance and storage efficiency.
Hermenegildo, Manuel V., Tick, Evan
core  

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