Flood Monitoring Org / Flood Monitor +24Hr 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

No name set

Cortex-M4F 80MHz

100 ms

128 kB

1024 kB

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General

F1-score

Precision

Recall

84%
raw-dense-55e
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.002 | 100 | 84%

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

10/15/2024, 2:13:51 PM

83%
raw-dense-83a
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.002 | 300 | 83%

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

10/15/2024, 1:56:40 PM

83%
raw-dense-0e9
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
37 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.002 | 300 | 83%

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

10/15/2024, 2:41:02 PM

82%
raw-dense-420
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

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.001 | 100 | 82%

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

10/15/2024, 2:19:26 PM

82%
raw-dense-0e3
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.002 | 300 | 82%

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

10/15/2024, 2:49:28 PM

81%
raw-dense-b17
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
37 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.001 | 100 | 81%

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

10/15/2024, 1:53:44 PM

80%
raw-dense-658
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
15 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.001 | 300 | 80%

Type Filters Kernel Rate
dense 60 - -
dense 30 - -
dense 15 - -
dense 7 - -
dropout - - 0.5

10/15/2024, 2:03:40 PM

80%
raw-dense-41d
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

RAW

1

REGRESSION

0.001 | 100 | 80%

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

10/15/2024, 1:54:12 PM

80%
raw-dense-fb5
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

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.001 | 200 | 80%

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

10/15/2024, 2:31:50 PM

80%
raw-dense-2c0
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
15 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.002 | 100 | 80%

Type Filters Kernel Rate
dense 60 - -
dense 30 - -
dense 15 - -
dense 7 - -
dropout - - 0.5

10/15/2024, 1:43:36 PM

79%
raw-dense-04d
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
13 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.002 | 300 | 79%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.25

10/15/2024, 2:03:16 PM

79%
raw-dense-cc6
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
50 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.001 | 300 | 79%

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

10/15/2024, 1:47:29 PM

79%
raw-dense-ece
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

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.001 | 300 | 79%

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

10/15/2024, 2:13:54 PM

79%
raw-dense-9fa
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

RAW

1

REGRESSION

0.001 | 200 | 79%

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

10/15/2024, 2:07:45 PM

78%
raw-dense-7f4
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

10800000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.002 | 200 | 78%

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

10/15/2024, 2:22:58 PM