Thomas Vikström / Alphabet Public
The EON Tuner helps you quickly run hyper-parameter sweeps that explore different pre-processing + model architectures optimized for your defined objectives. Clone this project to use the EON Tuner.

Target

No name set

Nordic nRF52840 DK (Cortex-M4F 64MHz)

100 ms

256 kB

1024 kB

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General

F1-score

Precision

Recall

66%
dense-577
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
25 kB of 256 kB
ROM
25 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:23:37 PM

63%
dense-71f
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
25 kB of 256 kB
ROM
25 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:15:11 PM

63%
dense-b71
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
25 kB of 256 kB
ROM
21 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:19:14 PM

63%
dense-877
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
25 kB of 256 kB
ROM
21 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:24:11 PM

60%
dense-035
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
10 kB of 256 kB
ROM
25 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:17:04 PM

60%
dense-97e
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
25 kB of 256 kB
ROM
22 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:22:30 PM

60%
dense-4b6
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
25 kB of 256 kB
ROM
22 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:22:32 PM

56%
dense-ef9
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
26 kB of 256 kB
ROM
21 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:16:42 PM

52%
dense-6cc
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
26 kB of 256 kB
ROM
26 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:14:55 PM

52%
dense-a5d
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
25 kB of 256 kB
ROM
25 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:20:20 PM

50%
dense-e6a
PERFORMANCE
LATENCY
4 ms of 100 ms
RAM
26 kB of 256 kB
ROM
21 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:13:49 PM

50%
dense-f4a
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
26 kB of 256 kB
ROM
28 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:23:46 PM

48%
dense-837
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
10 kB of 256 kB
ROM
21 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:14:08 PM

48%
dense-d89
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
10 kB of 256 kB
ROM
21 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:16:25 PM

48%
dense-034
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
10 kB of 256 kB
ROM
21 kB of 1024 kB
DSP NN Unused

1/26/2022, 3:21:26 PM