Flood Monitoring Org / Flood Monitor +8Hr Public
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

Test

Cortex-M4F 80MHz

100 ms

128 kB

1024 kB

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General

F1-score

Precision

Recall

89%
spectr-dense-e0e
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
2 kB of 128 kB
ROM
51 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 100 | 89%

Type Filters Kernel Rate
dense 200 - -
dense 100 - -
dense 50 - -
dense 25 - -
dropout - - 0.5

10/15/2024, 12:45:18 PM

88%
spectr-dense-16d
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
15 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.002 | 200 | 88%

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

10/15/2024, 1:28:37 PM

88%
spectr-dense-75c
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
12 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 100 | 88%

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

10/15/2024, 1:19:34 PM

87%
spectr-dense-610
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
15 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 200 | 87%

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

10/15/2024, 1:08:50 PM

87%
spectr-dense-6d9
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
2 kB of 128 kB
ROM
51 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 200 | 87%

Type Filters Kernel Rate
dense 200 - -
dense 100 - -
dense 50 - -
dense 25 - -
dropout - - 0.5

10/15/2024, 1:01:20 PM

87%
spectr-dense-6e7
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
14 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 100 | 87%

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

10/15/2024, 12:58:35 PM

87%
spectr-dense-da7
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 200 | 87%

Type Filters Kernel Rate
dense 60 - -
dense 30 - -
dense 15 - -
dropout - - 0.5

10/15/2024, 1:08:37 PM

87%
spectr-dense-e58
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
1 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.002 | 300 | 87%

Type Filters Kernel Rate
dense 200 - -
dense 100 - -
dropout - - 0.5

10/15/2024, 1:26:16 PM

87%
spectr-dense-103
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
24 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 300 | 87%

Type Filters Kernel Rate
dense 100 - -
dense 50 - -
dense 25 - -
dense 12 - -
dropout - - 0.5

10/15/2024, 1:14:50 PM

87%
spectr-dense-8c3
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
24 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 100 | 87%

Type Filters Kernel Rate
dense 100 - -
dense 50 - -
dense 25 - -
dropout - - 0.5

10/15/2024, 1:06:23 PM

86%
spectr-dense-219
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
24 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 100 | 86%

Type Filters Kernel Rate
dense 100 - -
dense 50 - -
dense 25 - -
dropout - - 0.5

10/15/2024, 12:43:44 PM

86%
spectr-dense-74b
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
2 kB of 128 kB
ROM
24 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.002 | 200 | 86%

Type Filters Kernel Rate
dense 100 - -
dense 50 - -
dense 25 - -
dense 12 - -
dropout - - 0.25

10/15/2024, 12:52:11 PM

86%
spectr-dense-9fd
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.002 | 200 | 86%

Type Filters Kernel Rate
dense 60 - -
dense 30 - -
dense 15 - -
dropout - - 0.25

10/15/2024, 1:15:06 PM

86%
spectr-dense-f7c
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
1 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 300 | 86%

Type Filters Kernel Rate
dense 200 - -
dense 100 - -
dropout - - 0.25

10/15/2024, 12:54:02 PM

86%
spectr-dense-d94
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
24 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

SPECTRAL-ANALYSIS

16

REGRESSION

0.001 | 200 | 86%

Type Filters Kernel Rate
dense 100 - -
dense 50 - -
dense 25 - -
dense 12 - -
dropout - - 0.5

10/15/2024, 1:02:29 PM