Upload
nervana-systems
View
209
Download
1
Embed Size (px)
Citation preview
Catalyzing Deep Learning'sImpact in the Enterprise
Andres Rodriguez, PhDJanuary 11, 2017
AIFrontiers[adapted from a talk by Arjun Bansal, Intel Nervana]
MAKING MACHINES SMARTER.™
1. Use an existing model
4
SegNet
AIICNN
bAbI Q&A
GoogLeNetAlexnet
Deep Speech 2
VGG
Sentiment Analysis
2. Train with your data
5
http://vision.stanford.edu/Datasets/collage_s.png
https://www.kaggle.com/c/dogs-vs-cats
2. Train with your data
6
http://vision.stanford.edu/Datasets/collage_s.png
http://adas.cvc.uab.es/task-cv2016/papers/0026.pdf
6. If your org requires it - have an on premise plan
11
Buys and provisions
enterprise brands piecemeal
Managed with VMware
Organized and managed with
vblocks
Commodity hardware + OpenStack
Uses Public Cloud
6. …or go straight to a cloud service
12
Buys and provisions
enterprise brands piecemeal
Managed with VMware
Organized and managed with
vblocks
Commodity hardware + OpenStack
Uses Public Cloud
SKIP UNNECESSARY SPENDING
Intel Nervana in action
19
Healthcare: Tumor detection
Automotive: Speech interfaces Finance: Time-series search engine
Positive:
Negative:
Agricultural Robotics Oil & Gas
Positive:
Negative:
Proteomics: Sequence analysis
Query:
Results: