DLMHS-18: The First International Workshop on Large-Scale Deep Learning on Modern Heterogeneous Supercomputers

June 12, 2018, Beijing, China.


Held in conjunction with the 32nd ACM International Conference on Supercomputing(ACM ICS-2018), June 12-15, 2018, Beijing, China.

Submission deadline for abstract is May 1st, 2018 (AOE)


The last decade has seen blooming emergence in deep learning. With ever-increased problem size to resolve and data size to process, deep learning becomes extremely computation demanding. As a result, migrating deep learning algorithms and applications on modern supercomputers, especially heterogeneous supercomputers that incorporate special accelerators such as GPUs, Xeon-Phi, FPGA, TPU, ASIC, etc. becomes a trend.

 Download the DLMHS 18 CFP


This workshop will emphasize novel, disruptive research ideas over incremental advances. We will solicit papers on topics including, but not limited to, the following areas:

In this workshop, we invite novel and recent works including, but not limited to, the following topics:


As a brand new workshop, we decide to make it discussion oriented this year. We invite 2-page double-column submission on novel and recent published works. We also welcome unfinished novel ideas. Please follow the ACM proceeding sigconf template (https://www.acm.org/publications/proceedings-template) using 10-point font for submission. Kindly note that the submission will not appear in proceedings so it can be further developed and submitted to a formal conference or journals. Finished or published works will be given 25 minutes to fully describe their contributions while unfinished work and novel ideas will be given 10 minutes to motivate the audience.

Submission will be accepted through the EasyChair System through this link: (https://easychair.org/conferences/?conf=dlmhs18)

Important Dates

All dates are Anywhere on Earth (AOE)

General Chairs

Program Committee

Workshop Program