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
Cortex-M4F 80MHz
100 ms
128 kB
1024 kB
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DSP type
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General
F1-score
Precision
Recall
100%
spectr-conv1d-585
PERFORMANCE
LATENCY
144 ms of 100 ms
Exceeds target by 44 ms
RAM
16 kB of 128 kB
ROM
85 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
2000 ms |
2000 ms |
Enabled
SPECTROGRAM
0.05 | 0.025 | -52
ACCURACY (KERAS)
7/30/2021, 8:53:02 AM
100%
spectr-conv1d-977
PERFORMANCE
LATENCY
95 ms of 100 ms
RAM
14 kB of 128 kB
ROM
39 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
4000 ms |
2000 ms |
Enabled
SPECTROGRAM
0.05 | 0.05 | -52
ACCURACY (KERAS)
7/30/2021, 8:56:20 AM
100%
spectr-conv1d-4a2
PERFORMANCE
LATENCY
97 ms of 100 ms
RAM
24 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
4000 ms |
4000 ms |
Enabled
SPECTROGRAM
0.05 | 0.025 | -52
ACCURACY (KERAS)
7/30/2021, 8:58:32 AM
100%
spectr-conv1d-5c7
PERFORMANCE
LATENCY
218 ms of 100 ms
Exceeds target by 118 ms
RAM
20 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
2000 ms |
2000 ms |
Enabled
SPECTROGRAM
0.025 | 0.025 | -52
ACCURACY (KERAS)
7/30/2021, 9:11:09 AM
100%
spectr-conv1d-1a8
PERFORMANCE
LATENCY
104 ms of 100 ms
Exceeds target by 4 ms
RAM
35 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
2000 ms |
500 ms |
Enabled
SPECTROGRAM
0.025 | 0.0125 | -52
ACCURACY (KERAS)
7/30/2021, 9:08:14 AM
99%
spectr-conv1d-2e5
PERFORMANCE
LATENCY
144 ms of 100 ms
Exceeds target by 44 ms
RAM
16 kB of 128 kB
ROM
85 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
4000 ms |
4000 ms |
Enabled
SPECTROGRAM
0.05 | 0.05 | -72
ACCURACY (KERAS)
7/30/2021, 8:50:09 AM
99%
mfe-conv1d-8bf
PERFORMANCE
LATENCY
45 ms of 100 ms
RAM
25 kB of 128 kB
ROM
35 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
2000 ms |
2000 ms |
Enabled
MFE
0.032 | 0.032 | 40
ACCURACY (KERAS)
7/30/2021, 9:09:51 AM
98%
spectr-conv1d-b70
PERFORMANCE
LATENCY
78 ms of 100 ms
RAM
30 kB of 128 kB
ROM
65 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
2000 ms |
500 ms |
Enabled
SPECTROGRAM
0.025 | 0.025 | -72
ACCURACY (KERAS)
7/30/2021, 8:52:26 AM
98%
spectr-conv2d-48f
PERFORMANCE
LATENCY
121 ms of 100 ms
Exceeds target by 21 ms
RAM
21 kB of 128 kB
ROM
101 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
1000 ms |
500 ms |
Enabled
SPECTROGRAM
0.075 | 0.075 | -72
ACCURACY (KERAS)
7/30/2021, 8:54:58 AM
98%
spectr-conv1d-0e6
PERFORMANCE
LATENCY
218 ms of 100 ms
Exceeds target by 118 ms
RAM
32 kB of 128 kB
ROM
113 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
2000 ms |
1000 ms |
Enabled
SPECTROGRAM
0.05 | 0.025 | -32
ACCURACY (KERAS)
7/30/2021, 8:51:49 AM
98%
spectr-conv1d-1a8
PERFORMANCE
LATENCY
90 ms of 100 ms
RAM
18 kB of 128 kB
ROM
58 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
4000 ms |
4000 ms |
Enabled
SPECTROGRAM
0.075 | 0.075 | -32
ACCURACY (KERAS)
7/30/2021, 9:07:47 AM
98%
spectr-conv2d-9d3
PERFORMANCE
LATENCY
205 ms of 100 ms
Exceeds target by 105 ms
RAM
21 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
1000 ms |
500 ms |
Enabled
SPECTROGRAM
0.075 | 0.075 | -52
ACCURACY (KERAS)
7/30/2021, 9:08:15 AM
97%
mfe-conv1d-c39
PERFORMANCE
LATENCY
72 ms of 100 ms
RAM
22 kB of 128 kB
ROM
52 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
1000 ms |
500 ms |
Enabled
MFE
0.032 | 0.032 | 40
ACCURACY (KERAS)
7/30/2021, 8:56:04 AM
97%
mfe-conv1d-c24
PERFORMANCE
LATENCY
23 ms of 100 ms
RAM
28 kB of 128 kB
ROM
34 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
1000 ms |
1000 ms |
Enabled
MFE
0.032 | 0.016 | 40
ACCURACY (KERAS)
7/30/2021, 8:54:02 AM
97%
mfe-conv2d-780
PERFORMANCE
LATENCY
89 ms of 100 ms
RAM
24 kB of 128 kB
ROM
35 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
1000 ms |
500 ms |
Enabled
MFE
0.05 | 0.05 | 40
ACCURACY (KERAS)
7/30/2021, 9:09:59 AM
Training output
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