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EI Intelligent Twins: A New Engine for Industry Upgrading
EI intelligent twins can help upgrade industries in three ways: 1) They improve efficiency by handling repetitive, high-volume work. 2) They transfer expertise from experts to assist less experienced workers. 3) They can collaborate across domains to solve problems beyond human intelligence alone.
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EI Intelligent Twins: A New Engine for Industry Upgrading
- 1. EI智能体，行业升级新引擎 EI Intelligent Twins:A New Engine for Industry Upgrading
- 2. 8industries 大行业 200projects 项目 City 城市 Traffic optimization 交通流量优化 Safety/trafficanalysis 交通安全/流量态势分析 Manufacturing 制造 Quality monitoring 生产质量监控 Sales forecasts & manufacturing plans 销售预测、生产计划 Campus 园区 Crowd flow 客流密度分析 Incident monitoring 异常事件监控 Logistics 物流 Inventory/route management 库存、路线管理 Intelligent customs declarations 单据识别、智能报关 Healthcare 医疗 Diagnostic analysis 病理分析 Gene analysis 基因分析 Home 家庭 Home safety 家庭安全防护 Nursing for seniors/children 老人、儿童看护 Vehicle 汽车 Fleet management 车队管理，智能运营 Driver behavior controls 驾驶员行为规范 Internet 互联网 Content review 内容审核 Intelligent video recommendations 智能视频推荐 HUAWEI CLOUD: Make it happen! 华为云以行践言！
- 3. Three important findings 3个重要发现 Value价值 Combining industry insight with AI is challenging 行业智慧与AI结合是难点 AI enables IT to evolve from support systems to production systems AI 让IT由信息支撑走向生产 Computing power is a major barrier to AI application AI推广的最大障碍是算力 Productivity 生产力Talent 人才
- 4. HUAWEI CLOUD EI华为云 EI New Services Full stack, all scenarios 全栈全场景，从“芯”出发
- 5. Geared up forthe AI era with HUAWEI CLOUD 华为云进入AI新时代 ECS H6 Ascend 310 inside Inference: 16TOPS 推理算力:16TOPS Heterogeneous inference ECS/CCI 异构推理ECS/CCI Ai1 Ascend 310 inside Inference: up to 512 TOPS 最大推理算力512TOPS BMS Physical. At1 Ascend 910 inside Training: up to 2 PFLOPS 最大训练算力2PFLOPS Heterogeneous training ECS 异构训练ECS At1 Ascend 910 inside Training: up to 2 PFLOPS 最大训练算力2PFLOPS Inside
- 6. MindSpore GPU ModelArts General APIs AdvancedAPIs ASR TTS CBS Moderation Image FaceOCR ImageSearch VCM VCT VGS VCC VCRIDS Pre-integrated Solutions GES NLP AIS Basic Platform Services City Internet Home Vehicle MLSDLS Batch Logistics Healthcare Campus Manufacturing UPredict RLS HUAWEI CLOUD EI 华为云 EI 45 services 服务 18 platform services 平台类 15 vision services 视觉 8 language services 语言 decision-making services 决策 4 142 36 platform functions 平台 98 APIs 8 pre-integrated solutions 预集成方案 functions 功能 As of Sep 30, 2018 / 截至2018年9月30日 Available on huaweicloud.com ExeML
- 7. Hybrid & parallel,network optimization, self-adaptive chips 混合并行、网络优化、芯片自适应 Training ResNet50 on millions of ImageNet images with 128 nodes ImageNet 百万级图片，用 128 节点Resnet50算法训练 Ultra-fast 极快 Ultra-simple 致简 18 mins 12 mins Fast.ai on AWS HUAWEI CLOUD EI coding 编码 AI experience AI 基础0 0 EI Semi-automatic tagging, automatic parameter optimization, automatic network design 半自动标注、自动参数优化、自动网络设计
- 8. HUAWEI CLOUD EI IEFService Deployment & Mgmt Device Mgmt Data Ingestion ModelArts General APIs Advanced APIs Pre-integrated Solutions GES Basic Platforms MLSDLS Batch Camera Robot Mobile Echo IoT Equipment Edge Edge EI Services 3rd-party Applications Customer Applications Hardware and Chipsets IEF Edge Container/Function Deployment, Message, Security, … 5x Performance 性能提升 30x Less bandwidth 带宽节省 6MB Tiny container engine 极致容器引擎 10M Connections 联接数 Pervasive AI with cloud-edge-device synergy 云边端协同，AI无所不及
- 9. Efficiency improvement 效率提升 Repetitive, high-volumework 海量重复场景 Expertise transfer 专业传承 Expert experience 专家经验场景 Beyond human intelligence 突破极限 Multi-domain collaboration 多域协同场景 How AI modernizes industries AI助力产业升级的三种境界
- 10. 50m copyrighted images 5000万正版图片 Addedtext 加文字 Changed color 改颜色 Added images 加图片 Reshot images 翻拍图 Trimmed images 裁剪图 Modified images 修改图 100m+ images from the Internet 来自1亿互联网图片 AI allows people to focus on high-value tasks 量变到质变，AI让你聚焦高价值 Repetitive, high-volume work 海量重复场景
- 11. Few pathologists 病理专家稀缺 10k pathologistsfor 1.3 billion people 1万病理专家 vs 13亿人口 Sensitivity: 99% Specificity: 80% 敏感度（真阳性率）:99% 特异度（真阴性率）:80% AI Cervical cancer screening project 宫颈癌检测项目 Healthcare 医疗 AI assistants possess expertise AI助手达到专家水平, 让专家更专 Expert experience 专家经验场景
- 12. Beyond human intelligencefor a fully connected, intelligent world 让人类突破脑力的极限，实现万物互联的智能 Multi-domain collaboration 多域协同场景 Increasingly complex cities 越来越复杂的城市 As cities grow, traffic jams are common, and the environment is deteriorating, how should we allocate and use resources? 人口聚集、交通堵塞、环境恶化 如何合理配置、高效利用资源？ Increasingly demanding processes 工艺要求越来越高 As quality standards rise and product choices expand, how can we achieve flexible manufacturing? 质量要求越来越高，品类要求越来越细 如何做到柔性生产？
- 13. EI intelligent twinsfor cities 华为云 EI 城市智能体 Transport 交通 17.7% Average vehicle wait time 车辆平均等待时间 Water treatment 水务 >10% Power consumption of sewage pools 污水耗氧池能耗 Emergency 应急 24/7 Risk alerts and interactive platform 主动预警、智能对话平台 Water conservation 水利 >8 types >8 大类 River regulation & water environment monitoring 河道治理，水环境监测 Environment 环保 70% Pollutant concentration forecast accuracy 污染物浓度隔天预测准确率 Gas 燃气 >10% Less wasted gas 减少燃气浪费
- 14. Inclusive AI: Affordable,effective, and reliable for every company 普惠AI，要让每个企业用得起、用得好、用得放心 ！ HUAWEI CLOUD EI 华为云 EI