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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

Continuous motion

MacBook Pro 16" 2020 (Intel Core i9 2.4GHz)

100 ms

4096 kB

4096 kB

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General

F1-score

Precision

Recall

84%
spectr-dense-c3b
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 4194304 kB
ROM
15 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 2000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:58:45 AM

76%
spectr-dense-9af
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 4194304 kB
ROM
17 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 1000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 8:00:44 AM

72%
spectr-dense-087
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 4194304 kB
ROM
20 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 500 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:40:21 AM

72%
spectr-dense-c5e
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 4194304 kB
ROM
20 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 2000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:45:12 AM

72%
spectr-dense-099
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 4194304 kB
ROM
17 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 1000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:46:16 AM

68%
spectr-dense-0d6
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 4194304 kB
ROM
17 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 2000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:57:13 AM

66%
raw-dense-185
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
6 kB of 4194304 kB
ROM
54 kB of 536870912 kB
DSP NN Unused
INPUT

1000 ms | 500 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:54:44 AM

65%
spectr-dense-4e4
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
6 kB of 4194304 kB
ROM
15 kB of 536870912 kB
DSP NN Unused
INPUT

1000 ms | 1000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:54:51 AM

63%
spectr-dense-de4
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
7 kB of 4194304 kB
ROM
17 kB of 536870912 kB
DSP NN Unused
INPUT

1000 ms | 1000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:59:11 AM

61%
spectr-dense-f62
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
6 kB of 4194304 kB
ROM
15 kB of 536870912 kB
DSP NN Unused
INPUT

1000 ms | 250 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:53:24 AM

60%
raw-dense-0ff
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
11 kB of 4194304 kB
ROM
93 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 2000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:48:10 AM

60%
spectr-dense-7ff
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
11 kB of 4194304 kB
ROM
17 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 2000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:50:48 AM

60%
spectr-dense-0e3
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
11 kB of 4194304 kB
ROM
17 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 500 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:47:42 AM

60%
spectr-dense-d5c
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
11 kB of 4194304 kB
ROM
17 kB of 536870912 kB
DSP NN Unused
INPUT

2000 ms | 1000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:52:20 AM

54%
raw-dense-a06
Show logs
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
6 kB of 4194304 kB
ROM
33 kB of 536870912 kB
DSP NN Unused
INPUT

1000 ms | 500 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

6/11/2023, 7:44:31 AM

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