CNTK (Computational Network Toolkit ) e le nuove Azure N-Series VMs (GPU)

NC6 NC12 NC24 NC24r

Cores 6 12 24 24

GPU 1 x K80 GPU 2 x K80 GPUs 4 x K80 GPUs 4 x K80 GPUs

Memory 56 GB 112 GB 224 GB 224 GB

Disk 380 GB SSD 680 GB SSD 1.44 TB SSD 1.44TB SSD

Network Azure Network Azure Network Azure Network InfiniBand & Azure Network

NV6 NV12 NV24

Cores 6 12 24

GPU 1 x M60 GPU 2 x M60 GPUs 4 x M60 GPUs

Memory 56 GB 112 GB 224 GB

Disk 380 GB SSD 680 GB SSD 1.44 TB SSD

Network Azure Network Azure Network Azure Network

NVIDIA GRID Yes Yes Yes

Cortana Intelligence Suite – dal dato all’azione

Action

People

Automated Systems

Apps

Web

Mobile

Bots

Intelligence

Dashboards &

Visualizations

Cortana

Information

Management

Event Hubs

Data Catalog

Data Factory

Machine Learning

and Analytics

HDInsight

(Hadoop and

Spark)

Stream Analytics

Intelligence

Data Lake

Analytics

Machine

Learning

Big Data Stores

SQL Data

Warehouse

Data Lake Store

Data Sources

Apps

Sensors and devices

Data

Power BI

Cognitive

Services

Bot

Framework

Build applications that understand people

• Faces, images, emotion recognition and video intelligence

• Spoken language processing, speaker recognition, custom speech recognition

• Natural language processing, sentiment and topics analysis, spelling errors

• Complex tasks processing, knowledge exploration, intelligent recommendations

• Bing engine capabilities for Web, Autosuggest, Image, Video and News

Intelligence

Cortana

Bot

Framework

Cognitive

Services

JSON:{"language": "en","orientation": "Up","regions": [{"boundingBox": "41,77,918,440","lines": [{"boundingBox": "41,77,723,89","words": [{"boundingBox": "41,102,225,64","text": "LIFE"},{"boundingBox": "356,89,94,62","text": "IS"},{"boundingBox": "539,77,225,64","text": "LIKE"}

. . .

"faceRectangle": {"width": 193, "height": 193, "left": 326, "top": 204}

“scores": { "anger": 5.182241e-8,

"contempt": 0.0000242813,

"disgust": 5.621025e-7,

"fear": 0.00115027453,

"happiness": 1.06114619e-8,

"neutral": 0.003540177,

"sadness": 9.30888746e-7,

"surprise": 0.9952837}

"faceRectangle": {"width": 193, "height": 193, "left": 326, "top": 204}

…

"attributes": { "age": 42, "gender": "male", "headPose": { "roll": "8.2", "yaw": "-37.8", "pitch": "0.0" }}

Your bots – wherever your users converse

Intelligence

Cortana

Bot

Framework

Cognitive

Services

• Bot Connector Service: A service to register your bot, configure channels and publish to the Bot Directory. Connect your bot(s) seamlessly to text/sms, Office 365 mail, Skype, Slack, Twitter, and more.

• Bot Builder SDK: An open source SDK hosted on GitHub. Everything you need to build great dialogs within your Node.js or C# bot

• Bot Directory: A public directory of bots registered through the Bot Connector Service. Discover, try, and add bots to conversation experiences

BOT FRAMEWORKGIANLUCA BERTELLI

ESCALATION ENGINEER

GIANLUCB@MICROSOFT.COM

WHAT?

BUILD AND CONNECT INTELLIGENT BOTS TO INTERACT

WITH YOUR USERS NATURALLY WHEREVER THEY ARE —

FROM YOUR WEBSITE OR APP TO TEXT/SMS, SKYPE,

SLACK, FACEBOOK MESSENGER, OFFICE 365 MAIL,

TEAMS AND OTHER POPULAR SERVICES.

https://dev.botframework.com/

B

O

T

F

R

A

M

E

W

O

R

K

HOW?

WEBSITE REST API

+=YOUR CODE

+

COGNITIVE SERVICES

3°-PARTY RESOURCES

AZURE FUNCTIONS

HOW?

• C# OR NODE.JS (SDK)

• RICH DIALOGS

• FORM DIALOGS

• ATTACHMENTS

• SPEECH RECOGNITION (LUISS)

HOW?

public async Task<HttpResponseMessage> Post([FromBody]Activity activity)

{

ConnectorClient connector = new ConnectorClient(new Uri(activity.ServiceUrl));

Activity reply;

if (activity.Type == ActivityTypes.Message)

{

reply = activity.CreateReply("HELLO WORLD!");

}

await connector.Conversations.ReplyToActivityAsync(reply);

var response = Request.CreateResponse(HttpStatusCode.OK);

return response;

}

WHERE?

WEBSITE AZURE BOT SERVICE

DEMOFANTACALCIO BOT

FANTACALCIO BOT

SOURCE

WEBSITESEMANTIC

VIEW

HTML

PLAIN LIST

??

?

- Jürgen Ambrosi <ambrosi@crui.it>

- Francesco Umiliaco <Francesco.Umiliaco@microsoft.com>

- Riccardo Trubiani <ritrubia@microsoft.com>- Gianluca Bertelli <gianlucb@microsoft.com>

GRAZIE PER AVERCI SEGUITO

Linkshttp://www.nextbigfuture.com/2016/12/cray-and-microsoft-accelerate-deep.html

https://www.microsoft.com/cognitive-services/en-us/apis

www.botframework.com

notebooks.azure.com/library/cntkbeta2

LinksCNTK hands-on tutorial: https://youtu.be/pl-kbFJ1KzU

https://dev.botframework.com

www.luis.ai

www.botframework.com

Your Bot Framework Bot

Bot Connector Bot DirectoryBot Builder SDKsConnect your bot(s) to text/sms, Office 365 mail, Skype, Slack, Twitter, and other services.

Build great dialogs within

your Node.js- or C#-based

bot

COMING SOON - Try, use, and add published bots to the world’s top conversation experiences

• Register, connect, publish and manage your bot through the bot dashboard

• Message routing

• Automatic translation to 30+ languages

• User and state management

• Embeddable web chat control

• Debugging tools

• Open source SDK on Github

• From simple built-in prompts and command dialogs to simple to use yet sophisticated ‘FormFlow’ dialogs

• Libraries, samples and tools to make a great conversationalist

• Chat emulator

• Leverage related services available in Cognitive Services

• Public directory of bots registered and approved with Bot Framework

• Users can try your bot from the directory via the web chat control

• Users can discover and add your bot to the channels on which it is configured