Alert button
Picture for Tom Neckermann

Tom Neckermann

Alert button

Marian: Fast Neural Machine Translation in C++

Add code
Bookmark button
Alert button
Apr 04, 2018
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch

Figure 1 for Marian: Fast Neural Machine Translation in C++
Figure 2 for Marian: Fast Neural Machine Translation in C++
Figure 3 for Marian: Fast Neural Machine Translation in C++
Figure 4 for Marian: Fast Neural Machine Translation in C++

We present Marian, an efficient and self-contained Neural Machine Translation framework with an integrated automatic differentiation engine based on dynamic computation graphs. Marian is written entirely in C++. We describe the design of the encoder-decoder framework and demonstrate that a research-friendly toolkit can achieve high training and translation speed.

* Demonstration paper 
Viaarxiv icon
Github IconAccess Paper or Ask Questions
Twitter IconFacebook IconLinkedin IconWhatsapp IconMessenger Icon