WITH INTEL TECHNOLOGIES

Transcription

1 WITH INTEL TECHNOLOGIES

2 Commitment Is to Enable The Best Democratize technologies Advance solutions Unleash innovations

3 Intel Xeon Scalable Processor Family Delivers Ideal Enterprise Solutions NEW Intel Xeon Scalable Processor Family runs more complex data analytics & AI faster and supports more customers and users. NEW Intel Xeon Scalable Processor Family provides the ideal foundation for hybrid cloud. NEW Intel Xeon Scalable Processor Family integrates and extends Intel Run Sure missioncritical reliability features for the enterprise

4 Democratizing Technologies for data Analytics Intel Xeon Scalable processor Software optimization Software Optimization Up to 2.7X BIG DATA DECISION SUPPORT WORKLOAD + Up to 5.6X HBASE OFF-HEAP READ Up to 4.3X MLLIB* THRU INTEL MATH KERNEL LIBRARY See optimization notice & configurations on legal notices in the backup slides *Other names and brands may be claimed as the property of others

5 Democratizing Technologies for AI experiences toolkits Intel DL Training & Deployment Intel Nervana DL Software & Cloud Intel Computer Vision SDK Intel GO Automotive SDK Movidius Fathom Frameworks Mllib BigDL libraries Intel Distribution Intel DAAL Intel Nervana Graph* Intel MKL MKL-DNN Intel MLSL hardware *Future * Compute Memory/Storage Networking Computer Vision AI ON INTEL: UNLEASHING THE NEXT WAVE

6 ADVANCE Solutions for New NEEDS (DEEP LEARNING) Distributed data Efficient Scalability Lower TCO High Performance

7 BigDL ANSWERING THE NEW NEEDS Data Frame SQL SparkR Streaming Spark Core ML Pipeline MLlib GraphX BigDL Working with Xeon clusters Feature Parity with Caffe* and Torch* Drives Spark/Hadoop as Unified Data Analytics Platform, Giving Easy Experience and Lower TCO Deep Learning on Big Data Platform, Enabling Efficient Scale-Out High Performance at Single-Node *Other names and brands may be claimed as the property of others

8 Bigdl: What s New? FEATURES RELEASED EOQ1: Python Support Notebook Integration Tensorboard Support Better RNN Support Improved Robustness COMING OUT EOQ2: 3D Convolutions Tensorflow Model Read/Write Recursive Net Support Spark 2.1 Support Python 3.5 Support Functional API support Developer Centric Zone: software.intel.com/bigdl

9 UNLEASH Innovation for New Use cases FRAUD DETECTION DEFECT RECOGNITION FINANCIAL SERVICES MANUFACTURING

10 BigDL READY FOR WIDE ADOPTION

11 We know the future Because We re building it Software.intel.com/BigDL Software.intel.com/AI INTEL BOOTH: 11

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13 Legal notices & Disclaimers Intel technologies features and benefits depend on system configuration and may require enabled hardware, software or service activation. Learn more at intel.com, or from the OEM or retailer. No computer system can be absolutely secure. Tests document performance of components on a particular test, in specific systems. Differences in hardware, software, or configuration will affect actual performance. Consult other sources of information to evaluate performance as you consider your purchase. For more complete information about performance and benchmark results, visit Configurations: Up to 4.3X for Spark MLlib thru Intel Math Kernel Library (MKL) Spark-Perf (same for before and after): 9 nodes each with Intel Xeon processor E5-2697A 2.60GHz * 2 (16 cores, 32 threads); 256 GB ; 10x SSDs; 10Gbps NIC Up to 5.6x for HBase off heaping read in micro workload (PE) same for before and after: Intel Xeon Processor 2.93Hz *2 (6 cores, 12 threads); RAM: 150 GB; 1Gbps NIC Up to 2.7x in Big Data Decision Support Workload Before: Intel Xeon Processor E Hz *2 (22 cores, 44 threads); 384 GB; 8x SSDs; 10Gbps NIC; Apahce Hive 2.0.0; Apache Spark 1.6.3; Apache Hadoop After: : Intel Xeon Platinum 2.10Hz *2 (24 cores, 48 threads); 384 GB; 8x SSDs; 10Gbps NIC; Apahce Hive SNAPSHOT commit id a7dea206c85828dfd5319a7ae0d9bcef5; Apache Spark 2.0.2; Apache Hadoop Intel, the Intel logo, Xeon, Xeon phi, Atom, Core, Nervana, Iris, RealSense, GO, etc. are trademarks of Intel Corporation in the U.S. and/or other countries. *Other names and brands may be claimed as the property of others Intel Corporation