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Target: Cortex-M4F 80MHz 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

Cortex-M4F 80MHz

100 ms

128 kB

1024 kB

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General

F1-score

Precision

Recall

100%
spectr-dense-3d5
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
5 kB of 128 kB
ROM
24 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 12:55:05 AM

100%
spectr-dense-26a
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
5 kB of 128 kB
ROM
24 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 12:55:13 AM

100%
spectr-dense-35c
PERFORMANCE
LATENCY
42 ms of 100 ms
RAM
7 kB of 128 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:00:06 AM

100%
spectr-dense-42a
PERFORMANCE
LATENCY
22 ms of 100 ms
RAM
5 kB of 128 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:00:32 AM

100%
spectr-dense-8e6
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:01:03 AM

100%
spectr-dense-ff9
PERFORMANCE
LATENCY
27 ms of 100 ms
RAM
13 kB of 128 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:01:33 AM

100%
spectr-dense-850
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:04:33 AM

100%
spectr-dense-2a9
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

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:03:41 AM

100%
spectr-dense-48b
PERFORMANCE
LATENCY
15 ms of 100 ms
RAM
8 kB of 128 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:03:14 AM

100%
spectr-dense-2cb
PERFORMANCE
LATENCY
42 ms of 100 ms
RAM
7 kB of 128 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:04:08 AM

100%
spectr-dense-984
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
25 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:03:47 AM

100%
spectr-dense-641
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:06:48 AM

100%
spectr-dense-73f
PERFORMANCE
LATENCY
15 ms of 100 ms
RAM
8 kB of 128 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 100%

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

9/28/2024, 1:05:21 AM

88%
spectr-dense-c2b
PERFORMANCE
LATENCY
85 ms of 100 ms
RAM
12 kB of 128 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 88%

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

9/28/2024, 12:58:39 AM

78%
spectr-dense-c40
PERFORMANCE
LATENCY
25 ms of 100 ms
RAM
15 kB of 128 kB
ROM
23 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

Parameter Value
wavelet bior1.3
analysis-type Wavelet
wavelet-level 1

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 78%

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

9/28/2024, 1:03:42 AM

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