Flood Monitoring Org / Flood Monitor +1Hr 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

Input Window Sizing

Cortex-M4F 80MHz

100 ms

128 kB

1024 kB

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DSP type

Model type

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General

F1-score

Precision

Recall

Run #4 - Input Window Sizing (Oct 15 2024, 13:28:50, finished) Run #3 - Input Window Sizing 2 (Oct 11 2024, 09:45:38, finished) Run #2 - Input Window Sizing (Oct 11 2024, 09:31:58, finished) Run #1 - Test (Oct 09 2024, 14:54:47, running)
100%
raw-dense-610
Show logs
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 | 100%

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

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

100%
raw-dense-483
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

5400000 ms |
900000 ms |
Disabled

RAW

1

REGRESSION

0.001 | 100 | 100%

Type Filters Kernel Rate
dense 200 - -
dense 100 - -
dense 50 - -
dense 25 - -
dropout - - 0.25

10/15/2024, 2:43:33 PM

100%
raw-dense-b03
Show logs
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 | 100%

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

10/15/2024, 2:37:37 PM

100%
raw-dense-b1b
Show logs
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 | 100%

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

10/15/2024, 1:51:25 PM

100%
raw-dense-4e5
Show logs
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 | 100%

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

10/15/2024, 2:46:29 PM

100%
raw-dense-ee8
Show logs
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 | 100%

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

10/15/2024, 2:38:21 PM

100%
raw-dense-21f
Show logs
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 | 100%

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

10/15/2024, 2:29:10 PM

100%
raw-dense-6bb
Show logs
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 | 100%

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

10/15/2024, 2:20:30 PM

100%
raw-dense-73f
Show logs
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

0.002 | 300 | 100%

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

10/15/2024, 2:11:52 PM

100%
raw-dense-6df
Show logs
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 | 100%

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

10/15/2024, 2:11:24 PM

100%
raw-dense-cd9
Show logs
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 | 100%

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

10/15/2024, 1:53:13 PM

100%
raw-dense-dc1
Show logs
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 | 100%

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

10/15/2024, 1:52:16 PM

100%
raw-dense-484
View
Show logs
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 | 100%

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

10/15/2024, 1:52:53 PM

100%
raw-dense-639
Show logs
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 | 100%

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

10/15/2024, 2:17:26 PM

100%
raw-dense-51c
Show logs
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 | 100%

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

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

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