Building an Intelligent World. Zhexuan Song, Chief Strategy Officer, Huawei
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1 Building an Intelligent World Zhexuan Song, Chief Strategy Officer, Huawei
2 AI, as a general purpose technology, changed Huawei Manufacture Logistics Retail Yield increase Information driven Risk management Manual fault detection: 5 min/unit vs. AOI Yield 99.20% 99.55% Cost 48% Route planning Cost 30% Packing Fill rate 15% OCR Import speed10x Risk detection Detection rate99% Warehousing Efficiency 10% Accuracy Efficiency 99.5% 66X Collision possibility Latency of AI engine 2000X less 20ms 2
3 Insufficient computing power becomes a challenge for companies to adopt AI 3
4 Huawei Ascend chips provide cost-effective AI computing power Da Vinci Core N Unified architecture Scalable computing Scalable memory Scalable on-chip interconnection Smooth migration across device, edge, cloud LSU Cube Vector Scalar Cache/Buffer ARM System Cache/ Buffer Public Cloud Three scenarios Cloud Edge Device Private Cloud Edge Computing Industrial IoT Device Consumer Device FHC Video Image Codec Peripherals/IO DDR/HBM Ascend chips Max Mini Lite Tiny Nano 4
5 Ascend 910: greatest computing density in a single chip Ascend Max FLOPS 256T Half precision (FP16): 256 Tera FLOPS Integer precision(int8): 512 Tera FLOPS 128 Channel FHD video encoder H.264/265 90T 125T Max Power 350W 7nm FFC 45T 2019Q2 Google TPU V2 Google TPU v3 Nvidia V100 Ascend 910 5
6 Ascend 310: efficient AI SoC for low-power computing Ascend Mini Half precision (FP16): 8 Tera FLOPS Integer precision(int8): 16 Tera FLOPS 16 Channel FHD video encoder H.264/265 Max Power 8W 12nm FFC Available now Available in 2019 Ascend Lite Ascend Tiny Ascend Nano Smartphone Smart accessories Smart watches 6
7 Ascend 310/910-based cloud AI services to geared up for AI era INSIDE ECS Heterogeneous inference ECS/CCI BMS Heterogeneous training ECS H6 Ai1 Physical At1 At1 Universal Inference: Inference: Training: Training: 16x improvement up to 512 TFLOPS up to 2 PFLOPS up to 2 PFLOPS 7
8 HUAWEI CLOUD integrates AI capabilities into an Enterprise Intelligence(EI) platform 45 services 142 functions 15 Vision services 8 Language services 4 Decision-making services 36 Platform functions 98 APIs 8 Pre-integrated solutions General APIs Advanced APIs Pre-integrated Solutions ASR TTS Image NLP CBS ImageSearch VCM VCT City Internet Home Vehicle OCR Face Moderation AIS IDS VGS VCC VAR Logistics Healthcare Campus Manufacturing Basic Platforms ModelArts MindSpore GES DLS MLS Batch UPredict RLS Ascend H6 Ai1 Physical At1 At1 GPU HUAWEI CLOUD EI 8
9 How AI modernizes industries Efficiency improvement Expertise transfer Beyond human intelligence Repetitive, high-volume work Expert experience Multi-domain collaboration 9
10 Repetitive, high-volume work AI allows people to focus on high-value tasks Added text Changed color Added images Reshot images Trimmed images Modified images Copyrighted images 100m+ images from the Internet 10
11 Expert experience AI assistants possess expertise Healthcare Few pathologists in China 10k pathologists For 1.3 billion people Sensitivity: 99% Specificity: 80% Cervical cancer screening project 11
12 Multi-domain collaboration Beyond human capabilities for an intelligent world Increasingly complex cities As cities grow, traffic jams are common, the environment is deteriorating, how should we allocate and use resources? 12
13 Activating intelligent twins for cities Transport 17.7% Average vehicle wait time Water treatment >10% Power consumption of sewage pools Emergency 24/7 Risk alerts and interactive platform Water conservation >8 types River regulation & water environment monitoring Environment 70% Pollutant concentration forecast accuracy Gas >10% Less wasted gas 13
14 Working with partners to build an intelligent world City Manufacturing Campus Logistics Internet Vehicle Home Healthcare HUAWEI CLOUD EI 14
15 Affordable, effective, and reliable AI for every company 15
16 Thank You. Copyright 2018 Huawei Technologies Co., Ltd. All Rights Reserved. The information in this document may contain predictive statements including, without limitation, statements regarding the future financial and operating results, future product portfolio, new technology, etc. There are a number of factors that could cause actual results and developments to differ materially from those expressed or implied in the predictive statements. Therefore, such information is provided for reference purpose only and constitutes neither an offer nor an acceptance. Huawei may change the information at any time without notice.
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