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numPYNQ
an efficient implementation

of the NumPy library for PYNQ
Riccardo Pressiani riccardo.pressiani@mail.polimi.it
Luca Stornaiuolo luca.stornaiuolo@mail.polimi.it
Filippo Carloni filippo.carloni@mail.polimi.it
numPYNQ
Context Definition
2
Hour Day Week Month
0.25
1
Year
4
16
64
256
Initial Design
Parallelisation
Clock Rate
Relative
Performance
Design-time
CPU
GPU
FPGA
numPYNQ 3
Data Mining
(e.g. K-means)
Image Analysis
(e.g. Vessel segmentation)
Signal Processing
(e.g. Autocorrelation)
numPYNQ 5
numPYNQ 6
numPYNQ
=
+
Proposed Solution
numPYNQ 7
Target users
Individual users
Open source
Companies
Commercial licenses
numPYNQ
numPYNQ 8
Luca Stornaiuolo
luca.stornaiuolo@mail.polimi.it
Riccardo Pressiani
riccardo.pressiani@mail.polimi.it
Filippo Carloni
filippo.carloni@mail.polimi.it
Thanks for the attention!
numPYNQ
an efficient implementation

of the NumPy library for PYNQ
https://twitter.com/numPYNQ_NECST
https://www.facebook.com/numPYNQ
https://www.slideshare.net/numPYNQ_at_NECST

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1. numPYNQ - Project Presentation