PYNQ-2.7-MNIST

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Compiled version is targeting "Custom Board" XC7Z010-CLG484

MNIST Network

Baseline of the above network

Test loss: 0.204

Test accuracy: 97.64

Quantized MNIST network

Test loss: 0.206

Test accuracy: 96.73

Vivado Resource usage

XC7Z010-CLG484

LUT	6415	17600	36.448864
LUTRAM	934	6000	15.566667
FF	6125	35200	17.400568
BRAM	27	60	45.0
DSP	47	80	58.749996
BUFG	1	32	3.125