Michael Darby / Ammo Counter Public
Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) 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

Raspberry Pi RP2040 (Cortex-M0+ 133MHz)

100 ms

264 kB

2048 kB

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F1-score

Precision

Recall

99%
spectr-dense-cac
Show logs
PERFORMANCE
LATENCY
551 ms of 100 ms
Exceeds target by 451 ms
RAM
42 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

6000 ms |
6000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 99%

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

1/11/2023, 8:26:18 PM

98%
spectr-dense-c93
Show logs
PERFORMANCE
LATENCY
451 ms of 100 ms
Exceeds target by 351 ms
RAM
35 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

5000 ms |
5000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 98%

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

1/11/2023, 8:27:33 PM

97%
spectr-dense-baa
Show logs
PERFORMANCE
LATENCY
551 ms of 100 ms
Exceeds target by 451 ms
RAM
42 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

6000 ms |
6000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 97%

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

1/11/2023, 8:22:22 PM

96%
spectr-dense-eae
Show logs
PERFORMANCE
LATENCY
1530 ms of 100 ms
Exceeds target by 1430 ms
RAM
34 kB of 264 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

5000 ms |
5000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 96%

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

1/11/2023, 8:26:48 PM

96%
spectr-dense-584
Show logs
PERFORMANCE
LATENCY
459 ms of 100 ms
Exceeds target by 359 ms
RAM
35 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

5000 ms |
5000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 96%

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

1/11/2023, 8:25:51 PM

95%
spectr-dense-06e
Show logs
PERFORMANCE
LATENCY
1845 ms of 100 ms
Exceeds target by 1745 ms
RAM
41 kB of 264 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

6000 ms |
6000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 95%

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

1/11/2023, 8:23:16 PM

90%
spectr-dense-567
Show logs
PERFORMANCE
LATENCY
547 ms of 100 ms
Exceeds target by 447 ms
RAM
42 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

6000 ms |
6000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 90%

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

1/11/2023, 8:22:24 PM

88%
spectr-dense-26f
Show logs
PERFORMANCE
LATENCY
447 ms of 100 ms
Exceeds target by 347 ms
RAM
35 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

5000 ms |
5000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 88%

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

1/11/2023, 8:26:39 PM

88%
spectr-dense-e6a
Show logs
PERFORMANCE
LATENCY
1846 ms of 100 ms
Exceeds target by 1746 ms
RAM
41 kB of 264 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

6000 ms |
6000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 88%

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

1/11/2023, 8:23:53 PM

87%
spectr-dense-d0c
Show logs
PERFORMANCE
LATENCY
550 ms of 100 ms
Exceeds target by 450 ms
RAM
42 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

6000 ms |
6000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 87%

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

1/11/2023, 8:24:11 PM

87%
spectr-dense-cd4
Show logs
PERFORMANCE
LATENCY
547 ms of 100 ms
Exceeds target by 447 ms
RAM
42 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

6000 ms |
6000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 87%

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

1/11/2023, 8:23:01 PM

85%
spectr-dense-337
Show logs
PERFORMANCE
LATENCY
1529 ms of 100 ms
Exceeds target by 1429 ms
RAM
34 kB of 264 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

5000 ms |
5000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 85%

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

1/11/2023, 8:27:45 PM

83%
spectr-dense-e97
Show logs
PERFORMANCE
LATENCY
446 ms of 100 ms
Exceeds target by 346 ms
RAM
35 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

5000 ms |
5000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 83%

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

1/11/2023, 8:28:33 PM

74%
spectr-dense-b88
Show logs
PERFORMANCE
LATENCY
1527 ms of 100 ms
Exceeds target by 1427 ms
RAM
34 kB of 264 kB
ROM
17 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

5000 ms |
5000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 74%

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

1/11/2023, 8:29:09 PM

72%
spectr-dense-32d
Show logs
PERFORMANCE
LATENCY
1844 ms of 100 ms
Exceeds target by 1744 ms
RAM
41 kB of 264 kB
ROM
17 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

6000 ms |
6000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 72%

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

1/11/2023, 8:29:36 PM

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