Flood Monitoring Org / Flood Monitor +8Hr Public
Target: Cortex-M4F 80MHz Clone this project
Experiments EON Tuner
The EON Tuner helps you quickly run hyper-parameter sweeps that explore different pre-processing + model architectures optimized for your defined objectives. Clone this project to use the EON Tuner.

Target

Test

Cortex-M4F 80MHz

100 ms

128 kB

1024 kB

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F1-score

Precision

Recall

Run #3 - Test (Oct 18 2024, 10:14:06, finished) Run #2 - Test (Oct 15 2024, 12:31:02, finished) Run #1 - Test (Oct 15 2024, 07:57:02, finished)
98%
raw-dense-f0c
View
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 | 98%

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

10/15/2024, 9:13:19 AM

98%
raw-dense-829
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 | 98%

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

10/15/2024, 8:38:48 AM

98%
raw-dense-a29
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
16 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

10800000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.001 | 100 | 98%

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

10/15/2024, 8:06:27 AM

98%
raw-dense-373
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 | 98%

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

10/15/2024, 8:18:43 AM

97%
raw-dense-e3a
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 | 97%

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

10/15/2024, 8:18:40 AM

97%
raw-dense-c47
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 | 97%

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

10/15/2024, 8:15:10 AM

97%
raw-dense-d72
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 | 97%

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

10/15/2024, 8:14:59 AM

97%
raw-dense-41e
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 | 97%

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

10/15/2024, 8:46:57 AM

97%
raw-dense-7c4
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 | 97%

Type Filters Kernel Rate
dense 60 - -
dense 30 - -
dense 15 - -
dense 7 - -
dropout - - 0.25

10/15/2024, 8:46:37 AM

97%
raw-dense-efd
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 | 97%

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

10/15/2024, 8:55:28 AM

97%
raw-dense-3a3
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

0.001 | 300 | 97%

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

10/15/2024, 9:04:30 AM

97%
raw-dense-394
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 | 97%

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

10/15/2024, 8:37:59 AM

97%
raw-dense-1d0
PERFORMANCE
LATENCY
2 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 | 97%

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

10/15/2024, 8:10:23 AM

97%
raw-dense-e79
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 | 200 | 97%

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

10/15/2024, 8:49:26 AM

96%
raw-dense-5a4
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 | 300 | 96%

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

10/15/2024, 8:55:44 AM

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