Edge Impulse Experts / Bangle Activities 2 Public
Target: Cortex-M4F 80MHz Clone this project
Experiments EON Tuner
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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F1-score

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Recall

Run #2 (Nov 05 2024, 19:49:58, finished) Run #1 (Oct 31 2024, 18:22:30, finished)
76%
raw-dense-d77
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

3000 ms |
3000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
8800000.94010000150.870065000.790008040.866007560.6800100088.8860251326123-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 76%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

11/5/2024, 7:53:19 PM

72%
raw-dense-f48
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
8200000.9010000150.870055000.710008040.8612000480.6200100088.8860352033123-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 72%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

11/5/2024, 8:00:34 PM

61%
raw-dense-528
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
7600000.87010000150.870025000.40008040.866000440.60000065.79180752037353-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 61%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

11/5/2024, 7:56:17 PM

54%
raw-dense-6b2
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
1 kB of 128 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

3000 ms |
3000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
7100000.83010000150.870010000.180007340.816000440.60000053.69240902737473-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 54%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

11/5/2024, 7:55:47 PM

52%
raw-dense-72e
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
0000000000000070000.820007340.8118057590.670000494.948210025203363-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 52%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

11/5/2024, 7:55:21 PM

51%
raw-dense-cc6
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
6500000.790920070.890040000.570007340.816000480.63000006.11298602741943-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 51%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.25

11/5/2024, 7:55:43 PM

50%
raw-dense-543
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

3000 ms |
3000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
0000000000000065000.790006740.7712007590.70000088.9488100352737123-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 50%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

11/5/2024, 7:58:14 PM

44%
raw-dense-dde
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

3000 ms |
3000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
5900000.740920070.890040000.570005340.676000370.530000003586047521003-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 44%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.25

11/5/2024, 7:55:45 PM

43%
spectr-dense-546
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
3 kB of 128 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
5300040.670000000020000.330004700.64120013810.830000029.4535100804015713-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 43%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

11/5/2024, 7:53:58 PM

41%
raw-dense-14c
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

RAW

1

ACCURACY (OVERALL)
0000000000000045000.620006040.7212007560.670000071.8388100553341293-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 41%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

11/5/2024, 7:58:19 PM

27%
spectr-dense-61f
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
3 kB of 128 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

3000 ms |
3000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
1800000.3080000.146040000.550000006000560.70000412.271926010041883-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 27%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

11/5/2024, 7:52:49 PM

21%
spectr-dense-6a9
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

3000 ms |
3000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
0000000000000000000000006007676.750000029.45941001009333653-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 21%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

11/5/2024, 7:53:43 PM

20%
spectr-dense-51c
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
0000000000000000000000006000780.86000006.119410010010022943-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 20%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

11/5/2024, 7:57:09 PM

19%
spectr-dense-ac7
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
0000000000000000000000006007780.840000009410010093221003-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 19%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

11/5/2024, 7:56:12 PM

18%
spectr-dense-c07
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
0000000000000000000000006000740.8300000094100100100261003-r4-p5-prunsitwalunc3-r4-p5-prunsitwalF1
CLASSIFICATION

0.0005 | 30 | 18%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

11/5/2024, 7:53:56 PM

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