Neutron: An Implementation of the Transformer Translation Model and its Variants

Hongfei Xu; Qiuhui Liu

REVIEW

Neutron: An Implementation of the Transformer Translation Model and its Variants

Not yet reviewed by Pith; the record is open.

Re-run · record.json Download PDF Read on arXiv ↗

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 1903.07402 v2 pith:PM3MMOYA submitted 2019-03-18 cs.CL

Neutron: An Implementation of the Transformer Translation Model and its Variants

Hongfei Xu , Qiuhui Liu This is my paper

classification cs.CL

keywords modeltransformerneutronperformanceprovidestranslationvariantsbetter

verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved

0 comments

read the original abstract

The Transformer translation model is easier to parallelize and provides better performance compared to recurrent seq2seq models, which makes it popular among industry and research community. We implement the Neutron in this work, including the Transformer model and its several variants from most recent researches. It is highly optimized, easy to modify and provides comparable performance with interesting features while keeping readability.

Neutron: An Implementation of the Transformer Translation Model and its Variants

discussion (0)