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.

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/traffic analysis
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 for the 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 Advanced APIs
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
IEF Service
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-volume work
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
Added text 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 pathologists for 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 intelligence for 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 twins for 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