Edge Impulse Inc. / LGBM Random Forest Classification Public
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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

Motion events

Cortex-M7 216MHz

100 ms

340 kB

1024 kB

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Network type

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General

F1-score

Precision

Recall

99%
spectr-organization-1721-cc6
Show logs
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
6 kB of 340 kB
ROM
54 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 16

2/29/2024, 3:15:20 PM

99%
spectr-organization-1721-673
Show logs
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
6 kB of 340 kB
ROM
33 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 8

2/29/2024, 3:32:08 PM

98%
spectr-organization-1721-d62
Show logs
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
6 kB of 340 kB
ROM
22 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 4

2/29/2024, 3:18:09 PM

97%
spectr-organization-1721-e0b
Show logs
PERFORMANCE
LATENCY
20 ms of 100 ms
RAM
6 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 2

2/29/2024, 3:12:01 PM

80%
spectr-organization-1721-16a
Show logs
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
6 kB of 340 kB
ROM
14 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 1721
Parameter Value
max-depth -1
num-iterations 1

2/29/2024, 3:11:41 PM

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