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 |