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GTC ON-DEMAND

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Abstract:

The talk will focus on the latest developments in MVAPICH2-GDR MPI library that helps HPC and Deep Learning applications to exploit maximum performance and scalability on GPU clusters. Multiple designs focusing on GPUDirect RDMA (GDR), Managed and Unified memory support, datatype processing, and support for OpenPOWER and NVLink will be highlighted for HPC applications. We will also present novel designs and enhancements to the MPI library to boost performance and scalability of Deep Learning frameworks on GPU clusters. Container-based solutions for GPU-based cloud environment will also be highlighted.

The talk will focus on the latest developments in MVAPICH2-GDR MPI library that helps HPC and Deep Learning applications to exploit maximum performance and scalability on GPU clusters. Multiple designs focusing on GPUDirect RDMA (GDR), Managed and Unified memory support, datatype processing, and support for OpenPOWER and NVLink will be highlighted for HPC applications. We will also present novel designs and enhancements to the MPI library to boost performance and scalability of Deep Learning frameworks on GPU clusters. Container-based solutions for GPU-based cloud environment will also be highlighted.

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Topics:
HPC and AI
Type:
Talk
Event:
Supercomputing
Year:
2018
Session ID:
SC1812
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