Using the Vector Engine

Technical Articles

Using the Vector Engine

The SX-Aurora TSUBASA is supported by many hardware and software technologies. In this section, we wanted to show you technical details and some examples for implementing and using the vector engine with little effort.

Frovedis Machine Learning: Unsupervised Learning Dimensionality reduction using clustering and t-SNE Reduced learning time

Frovedis M/L: Unsupervised Learning: faster learning time for Clustering and t-SNE

S. YOKOTANI
NEC Corporation

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SOL: Reducing the Maintenance Overhead for Integrating Hardware Support into AI Frameworks

SOL: Reducing the Maintenance Overhead for Integrating Hardware Support into AI Frameworks

NICOLAS WEBER
NEC Laboratories Europe

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Example of training time reduction for a classifier

Example of training time reduction for a classifier (decision tree, gradient boosting decision tree)

S. YOKOTANI
NEC Corporation

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Performance Benchmarking for Vector Version Spark SQL

Performance Benchmarking for Vector Version Spark SQL

M. ABE, S.N. RAAGUL, NEC
E. GONZALEZ, Xpress AI GK

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Operations with Frovedis DataFrame

Operations with Frovedis DataFrame

S. YOKOTANI
NEC AI Platform Div

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AVEO-VEDA: Hybrid Programming for the NEC Vector Engine

AVEO-VEDA: Hybrid Programming for the NEC Vector Engine

N. WEBER
NEC Laboratories Europe

E. FOCHT
NEC Deutschland HPCE

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How vector computer contributes to seismic applications

How vector computer contributes to seismic applications

M. IKUTA
NEC AI Platform Div

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Frovedis, a development platform for AI / ML

Frovedis, a development platform for AI / ML

S. YOKOTANI
NEC AI Platform Div

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What kind of value will Vector Engine provide for the Oil & Gas market?

What kind of value will Vector Engine provide for the Oil & Gas market?

K. IGUCHI
NEC AI Platform Div

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NQSV scheduler

NQSV scheduler

T. OHMURA
NEC AI Platform Div

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SX-Aurora TSUBASA Offloading Frameworks

SX-Aurora TSUBASA Offloading Frameworks

T. NAKASONE
NEC AI Platform Div

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Docker support on SX-Aurora TSUBASA

Docker support on SX-Aurora TSUBASA

A. KAWAHARA and S. KAWAMOTO
NEC AI Platform Div

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Hybrid MPI

Hybrid MPI

R. ISHIHARA and K. KANEMURA
NEC AI Platform Div

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SCA: A Library to Accelerate Stencil Codes on Vector Engine

SCA: A Library to Accelerate Stencil Codes on Vector Engine

A. YOSHIDA and R. OGATA
NEC AI Platform Div

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NLCPy: NumPy-like Python Library Accelerated with Vector Engine

NLCPy: NumPy-like Python Library Accelerated with Vector Engine

S. KURIHARA and R. OGATA
NEC AI Platform Div

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Vector Engine Type20 micro-architecture overview

Vector Engine Type20 micro-architecture overview

T. SAITO and S. NAGASE
NEC AI Platform Div

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