INTERESTED IN BECOMING A DDN GLOBAL SOLUTION PARTNER? Lab #1: Image Classification with Digits (120mins). Croatian / Hrvatski With over a decade of performance and supporting the majority of the world’s largest Spectrum Scale implementations, DDN expertise system design, installation and support is unmatched. You’ll learn how to: • Understand the basics of convolutional neural networks (CNNs) and how they work Learn to interpret deep learning models to discover predictive genome sequence patterns using the DragoNN toolkit on simulated and real regulatory genomic data. DDN GRIDScaler solutions include a wide range of value-add features unique to DDN that expand on core IBM Spectrum Scale functionality, including in-storage processing that can reduce application latency by more than 50 percent and tiering to DDN WOS Object Storage . Spectrum Scale stores data as standard blocks and provides multiple built-in data protection features including Spectrum Scale RAID (similar to storage system RAID) that virtualizes volumes for redundancy and parallel access. Two Spectrum Scale parallel file systems offer a total storage capacity of more than 15 petabytes.” ... Cray XC40, DDN, DDN User Group, IBM Spectrum Scale, IME, infinite memory engine, SC17. Co-design recognizes that the CPU has reached the limits of its scalability, and offers In-Network-Computing to share the responsibility for handling and accelerating application workloads, offload CPU. German / Deutsch Spanish / Español Available only for existing GRIDScaler/Spectrum Scale sites. Opening & Welcome– Simon Thompson (UG), Michael Daubman (IBM) 2. For enquiries, please contact [email protected]. YIN Jianxiong currently is a Deep Learning Solutions Architect with NVIDIA AI Technology Center. COPYRIGHT © 2019 NATIONAL SUPERCOMPUTING CENTRE SINGAPORE - ALL RIGHTS RESERVED. Additionally, make sure that “Data Receive”, “Data Send” and “Echo Test” all check Yes under “WebSockets”. Spectrum Scale NYC User Meeting 2019 » GPFS Days are free of charge, but you still need to register. PBS User Group meetings are a regular feature in USA. AMD speeds up the HW/SW platforms for virtualization,  HPC and machine intelligence with 7nm CPU ROME  and 7nm GPU MI60&MI50. GS stands for GRIDScaler and it is a scale-up/scale-out storage system for HPC workloads which uses GPFS (General Parallel File System), now called Spectrum Scale by IBM.. A companion EXAScaler product line uses Lustre instead of GPFS. E8 Storage will demo shared NVMe for GPU cluster and its impact on the performance of machine learning. DDN GRIDScaler solutions include a wide of value-add features unique to DDN that expand on core IBM Spectrum Scale functionality, including in-storage processing that can reduce application latency by more than 50% and tiering to DDN WOS Object Storage. DDN GRIDScaler with Spectrum Scale fit that requirement," Ramjan said. Attendee Set Up Requirements Lab #2: Deep Learning for Genomics using DragoNN with Keras and Theano (120 mins), Lab #3: Radiomics 1p19q Chromosome Image Classification with TensorFlow (120 mins). Upon completion, you’ll be able to understand how CNNs work, evaluate MRI images using CNNs, and use real regulatory genomic data to research new motifs. ASIA with its rapidly growing user base more than qualifies to have its own event with many organisations now adopting this technology of choice. DDN: Spectrum Scale: 10: 100: 11.31: 3.62: 35.37: 44: EPCC: Archer 2 (test system) Cray: Lustre: 10: 80: 10.68: 2.63: 43.43: 45: Stanford: Sherlock/Regal: Dell: Lustre: 10: 160: 7.05: 1.64: 30.28: 46: IST Austria: IST Austria HPC: Homemade@IST: BeeGFS: 10: 100: 6.63: 1.39: 31.62: 47: Janelia Research Campus, HHMI: dm11: Scale-out NAS: 10: 760: 6.42: 2.61: 15.82: 48: Janelia Research Campus, … A workshop was also coordinated by the Spectrum Scale user group in the UK in October 2016 and content from that workshop is drawn upon for this report. Click the “Create account” link to create a new account. Dr. Laadan holds a Ph.D. in Computer Science from Columbia University as well as an M.Sc. DISQUS’ privacy policy. A single training cycle can take weeks on a single GPU, or even years for the larger datasets like those used in self-driving car research. Search in IBM Knowledge Center. IBM Spectrum Scale is a cluster file system that provides concurrent access to a single file system or set of file systems from multiple nodes. Macedonian / македонски Bulgarian / Български Spectrum Scale Update– Ulf Troppens (IBM) 3. Before founding E8 Storage, Mr. Ori held the position of IBM XIV R&D Manager, being responsible for developing the IBM XIV high-end, grid-scale storage system, and served as Chief Architect at Stratoscale, a provider of hyper-converged infrastructure. Please bring your laptop and its charger. Thai / ภาษาไทย This talk will cover the requirements for GPU accelerators and present best practices for designing and deploying GPU-based HPC solutions to deliver the optimal results. We will start with analysing the latest “in-network computing” architecture of Mellanox network ASICs and software layers. AMD is working with many partners to promote ROCm for  computing marketing. To conclude, we will also dwell upon few offloading technologies built into the network components that can be applied to accelerate HPC and cloud native workloads as well as storage systems, Mr. Zivan Ori (CEO and Co-Founder, E8 Storage), Mr. Zivan Ori is the co-founder and CEO of E8 Storage. Learn how to apply convolutional neural networks (CNNs) to detect chromosome co-deletion and search for motifs in genomic sequences. Dutch / Nederlands Ensure your laptop will run smoothly by going to http://websocketstest.com/. Experience with Stochastic Gradient Descent, Network Architecture, and Parallel Computing. IMPORTANT: Please follow these pre-workshop instructions. Leveraging DDN GRIDScaler® parallel file system appliances integrated with IBM Spectrum Scale™ (built upon GPFS), the Australian research university has rolled out an innovative new data storage fabric that spans both the main campus and its off-site data center, known as MeDiCI (the metropolitan data caching infrastructure), and allows users to access data regardless of where it resides quickly and … If you are asked to link your “NVIDIA Account” with your “Developer Account”, just follow the on-screen directions. The product news – mostly enhancements of EXAScaler 5 (v 5.2), DataFlow, and IntelliFlash – all emphasize enterprise, cloud, and AI features. DISQUS terms of service. If you are told your account already exists, please try logging in instead. Understand the aspects of data input pipeline, communication, reference architecture and take a deeper dive into the concepts of job scheduling. Create an account at http://courses.nvidia.com/join. Using multiple GPUs for deep learning can significantly shorten the time required to train lots of data, making solving complex problems with deep learning feasible. Before co-founding Cellrox, he was a researcher at Columbia University with a focus on computer systems, virtualization, operating systems, cloud systems, security, and mobile computing. For enquiries, please contact Chris at [email protected]. If you have any questions, please contact [email protected]. Dr Yang has built up a strong team on performance verification, analysis and optimization of modern GPUs. Beginner): Beginner; Introduction to Deep Learning, Lab 1: Introduction to Multi-GPU Training. Turkish / Türkçe Dr. Richard Graham is Senior Director, HPC Technology at Mellanox Technologies, Inc. His primary focus is on HPC network software and hardware capabilities for current and future HPC technologies. Custom… (DDN had already begun winding down its GPFS-based (IBM Spectrum Scale) GRIDScaler offerings.) 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