Edge Impulse Experts / Muse-EEG-Robot BLINKS Public
Target: MacBook Pro 16" 2020 (Intel Core i9 2.4GHz) 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

No name set

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

100 ms

264 kB

2048 kB

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General

F1-score

Precision

Recall

21%
raw-dense-f2c
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
11 kB of 264 kB
ROM
93 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 21%

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

6/11/2023, 7:39:19 AM

spectr-dense-24b
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
15 kB of 264 kB
ROM
24 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 0%

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

6/11/2023, 7:39:08 AM

85%
spectr-dense-118
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
14 kB of 264 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 85%

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

6/11/2023, 7:46:22 AM

76%
spectr-dense-520
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
14 kB of 264 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 76%

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

6/11/2023, 7:42:27 AM

53%
spectr-dense-087
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 53%

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

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

53%
spectr-dense-c5e
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 264 kB
ROM
20 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 53%

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

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

48%
spectr-dense-4bc
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
8 kB of 264 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 48%

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

6/11/2023, 7:43:33 AM

41%
spectr-dense-9af
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 264 kB
ROM
17 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 41%

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

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

41%
spectr-dense-e7b
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
8 kB of 264 kB
ROM
21 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 41%

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

6/11/2023, 7:52:17 AM

41%
raw-dense-185
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
6 kB of 264 kB
ROM
54 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 41%

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

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

35%
spectr-dense-c3b
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 264 kB
ROM
15 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 35%

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

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

32%
spectr-dense-121
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
14 kB of 264 kB
ROM
22 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 32%

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

6/11/2023, 7:48:07 AM

32%
spectr-dense-5bd
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
14 kB of 264 kB
ROM
16 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 32%

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

6/11/2023, 7:55:54 AM

32%
spectr-dense-610
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
8 kB of 264 kB
ROM
17 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 32%

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

6/11/2023, 7:41:28 AM

29%
spectr-dense-099
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
10 kB of 264 kB
ROM
17 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 29%

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

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

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