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EON Tuner

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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

Nordic nRF9160 DK (Cortex-M33 64MHz)

500 ms

256 kB

1024 kB

Filters

Status

DSP type

Network type

View

Data set

Precision

Sort

General

F1-score

Precision

Recall

64%
spectr-dense-1eb
Show logs
PERFORMANCE
LATENCY
5 ms of 500 ms
RAM
3 kB of 256 kB
ROM
18 kB of 1024 kB
DSP NN Unused
INPUT

1000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/20/2024, 5:31:02 AM

63%
spectr-dense-8f7
Show logs
PERFORMANCE
LATENCY
6 ms of 500 ms
RAM
3 kB of 256 kB
ROM
18 kB of 1024 kB
DSP NN Unused
INPUT

1000 ms | 1000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/20/2024, 5:33:53 AM

61%
spectr-dense-6c9
Show logs
PERFORMANCE
LATENCY
4 ms of 500 ms
RAM
2 kB of 256 kB
ROM
17 kB of 1024 kB
DSP NN Unused
INPUT

1000 ms | 1000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/20/2024, 5:31:49 AM

55%
spectr-dense-4af
Show logs
PERFORMANCE
LATENCY
5 ms of 500 ms
RAM
3 kB of 256 kB
ROM
21 kB of 1024 kB
DSP NN Unused
INPUT

1000 ms | 1000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/20/2024, 5:31:37 AM

53%
spectr-dense-376
Show logs
PERFORMANCE
LATENCY
4 ms of 500 ms
RAM
2 kB of 256 kB
ROM
16 kB of 1024 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 - - 0.25

3/20/2024, 5:29:51 AM

48%
spectr-dense-b21
Show logs
PERFORMANCE
LATENCY
5 ms of 500 ms
RAM
3 kB of 256 kB
ROM
18 kB of 1024 kB
DSP NN Unused
INPUT

1000 ms | 500 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/20/2024, 5:33:03 AM

48%
spectr-dense-f62
Show logs
PERFORMANCE
LATENCY
4 ms of 500 ms
RAM
3 kB of 256 kB
ROM
18 kB of 1024 kB
DSP NN Unused
INPUT

1000 ms | 250 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/20/2024, 5:31:20 AM

raw-dense-bcd
Show logs
PERFORMANCE
LATENCY
500 ms
RAM
256 kB
ROM
1024 kB
Unused
INPUT

1000 ms | 1000 ms

RAW

Parameter Value
dspBlockId 4305208
scale-axes 1

ACCURACY
CLASSIFICATION

0.0005 | 30

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

spectr-dense-3be
Show logs
PERFORMANCE
LATENCY
500 ms
RAM
256 kB
ROM
1024 kB
Unused
INPUT

1000 ms | 250 ms

SPECTRAL-ANALYSIS

Parameter Value
wavelet bior1.3
wavelet-level 2

ACCURACY
CLASSIFICATION

0.0005 | 30

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

spectr-dense-0d1
Show logs
PERFORMANCE
LATENCY
500 ms
RAM
256 kB
ROM
1024 kB
Unused
INPUT

1000 ms | 500 ms

SPECTRAL-ANALYSIS

Parameter Value
wavelet haar
wavelet-level 2

ACCURACY
CLASSIFICATION

0.0005 | 30

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

raw-dense-179
Show logs
PERFORMANCE
LATENCY
500 ms
RAM
256 kB
ROM
1024 kB
Unused
INPUT

1000 ms | 1000 ms

RAW

Parameter Value
dspBlockId 4305208
scale-axes 1

ACCURACY
CLASSIFICATION

0.0005 | 30

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

raw-dense-54e
Show logs
PERFORMANCE
LATENCY
500 ms
RAM
256 kB
ROM
1024 kB
Unused
INPUT

1000 ms | 500 ms

RAW

Parameter Value
dspBlockId 4305244
scale-axes 1

ACCURACY
CLASSIFICATION

0.0005 | 30

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

spectr-dense-43d
Show logs
PERFORMANCE
LATENCY
500 ms
RAM
256 kB
ROM
1024 kB
Unused
INPUT

1000 ms | 1000 ms

SPECTRAL-ANALYSIS

Parameter Value
wavelet haar
wavelet-level 1

ACCURACY
CLASSIFICATION

0.0005 | 30

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

raw-dense-921
Show logs
PERFORMANCE
LATENCY
500 ms
RAM
256 kB
ROM
1024 kB
Unused
INPUT

1000 ms | 250 ms

RAW

Parameter Value
dspBlockId 4305221
scale-axes 1

ACCURACY
CLASSIFICATION

0.0005 | 30

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

spectr-dense-84d
Show logs
PERFORMANCE
LATENCY
500 ms
RAM
256 kB
ROM
1024 kB
Unused
INPUT

1000 ms | 250 ms

SPECTRAL-ANALYSIS

Parameter Value
wavelet bior1.3
wavelet-level 2

ACCURACY
CLASSIFICATION

0.0005 | 30

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

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