Michael Darby / Ammo Counter Public
Clone this project

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

Motion events

Raspberry Pi RP2040 (Cortex-M0+ 133MHz)

3000 ms

264 kB

2048 kB

Filters

Status

DSP type

Network type

View

Data set

Precision

Sort

General

F1-score

Precision

Recall

80%
spectr-dense-584
Show logs
PERFORMANCE
LATENCY
459 ms of 3000 ms
RAM
35 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

76%
spectr-dense-26f
Show logs
PERFORMANCE
LATENCY
447 ms of 3000 ms
RAM
35 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

67%
spectr-dense-420
Show logs
PERFORMANCE
LATENCY
1527 ms of 3000 ms
RAM
34 kB of 264 kB
ROM
17 kB of 2048 kB
DSP NN Unused
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:30:11 PM

65%
spectr-dense-cd4
Show logs
PERFORMANCE
LATENCY
547 ms of 3000 ms
RAM
42 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

65%
spectr-dense-b06
Show logs
PERFORMANCE
LATENCY
1844 ms of 3000 ms
RAM
41 kB of 264 kB
ROM
17 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:24:57 PM

65%
spectr-dense-2d2
Show logs
PERFORMANCE
LATENCY
1529 ms of 3000 ms
RAM
35 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

1/11/2023, 8:30:03 PM

63%
spectr-dense-8ea
Show logs
PERFORMANCE
LATENCY
547 ms of 3000 ms
RAM
42 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

1/11/2023, 8:24:09 PM

61%
spectr-dense-cac
Show logs
PERFORMANCE
LATENCY
551 ms of 3000 ms
RAM
42 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

61%
spectr-dense-baa
Show logs
PERFORMANCE
LATENCY
551 ms of 3000 ms
RAM
42 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

60%
spectr-dense-eae
Show logs
PERFORMANCE
LATENCY
1530 ms of 3000 ms
RAM
34 kB of 264 kB
ROM
19 kB of 2048 kB
DSP NN Unused
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

60%
spectr-dense-d0c
Show logs
PERFORMANCE
LATENCY
550 ms of 3000 ms
RAM
42 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

59%
spectr-dense-32d
Show logs
PERFORMANCE
LATENCY
1844 ms of 3000 ms
RAM
41 kB of 264 kB
ROM
17 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

58%
spectr-dense-c93
Show logs
PERFORMANCE
LATENCY
451 ms of 3000 ms
RAM
35 kB of 264 kB
ROM
25 kB of 2048 kB
DSP NN Unused
INPUT

5000 ms | 5000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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

56%
spectr-dense-6b2
Show logs
PERFORMANCE
LATENCY
1844 ms of 3000 ms
RAM
41 kB of 264 kB
ROM
18 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

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

55%
spectr-dense-8b4
Show logs
PERFORMANCE
LATENCY
1844 ms of 3000 ms
RAM
41 kB of 264 kB
ROM
18 kB of 2048 kB
DSP NN Unused
INPUT

6000 ms | 6000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

1/11/2023, 8:23:22 PM

Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy