The EON Tuner helps you find the most optimal architecture for your embedded machine-learning application. 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%
spectr-dense-577
PERFORMANCE
LATENCY
4 ms of
100 ms
RAM
25 kB of
256 kB
ROM
25 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
250 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:23:37 PM
63%
spectr-dense-71f
PERFORMANCE
LATENCY
4 ms of
100 ms
RAM
25 kB of
256 kB
ROM
25 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
500 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:15:11 PM
63%
spectr-dense-b71
PERFORMANCE
LATENCY
3 ms of
100 ms
RAM
25 kB of
256 kB
ROM
21 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
500 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:19:14 PM
63%
spectr-dense-877
PERFORMANCE
LATENCY
2 ms of
100 ms
RAM
25 kB of
256 kB
ROM
21 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
250 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:24:11 PM
60%
spectr-dense-035
PERFORMANCE
LATENCY
5 ms of
100 ms
RAM
10 kB of
256 kB
ROM
25 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
500 ms
|
Enabled
SPECTRAL-ANALYSIS
128
1/26/2022, 3:17:04 PM
60%
spectr-dense-97e
PERFORMANCE
LATENCY
3 ms of
100 ms
RAM
25 kB of
256 kB
ROM
22 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
500 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:22:30 PM
60%
spectr-dense-4b6
PERFORMANCE
LATENCY
4 ms of
100 ms
RAM
25 kB of
256 kB
ROM
22 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
1000 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:22:32 PM
56%
spectr-dense-ef9
PERFORMANCE
LATENCY
2 ms of
100 ms
RAM
26 kB of
256 kB
ROM
21 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
1000 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:16:42 PM
52%
spectr-dense-6cc
PERFORMANCE
LATENCY
5 ms of
100 ms
RAM
26 kB of
256 kB
ROM
26 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
500 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:14:55 PM
52%
spectr-dense-a5d
PERFORMANCE
LATENCY
5 ms of
100 ms
RAM
25 kB of
256 kB
ROM
25 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
1000 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:20:20 PM
50%
spectr-dense-e6a
PERFORMANCE
LATENCY
4 ms of
100 ms
RAM
26 kB of
256 kB
ROM
21 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
250 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:13:49 PM
50%
spectr-dense-f4a
PERFORMANCE
LATENCY
2 ms of
100 ms
RAM
26 kB of
256 kB
ROM
28 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
500 ms
|
Enabled
SPECTRAL-ANALYSIS
1024
1/26/2022, 3:23:46 PM
48%
spectr-dense-837
PERFORMANCE
LATENCY
2 ms of
100 ms
RAM
10 kB of
256 kB
ROM
21 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
500 ms
|
Enabled
SPECTRAL-ANALYSIS
128
1/26/2022, 3:14:08 PM
48%
spectr-dense-d89
PERFORMANCE
LATENCY
2 ms of
100 ms
RAM
10 kB of
256 kB
ROM
21 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
1000 ms
|
Enabled
SPECTRAL-ANALYSIS
128
1/26/2022, 3:16:25 PM
48%
spectr-dense-034
PERFORMANCE
LATENCY
3 ms of
100 ms
RAM
10 kB of
256 kB
ROM
21 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
250 ms
|
Enabled
SPECTRAL-ANALYSIS
128
1/26/2022, 3:21:26 PM
Training output
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