Edge Impulse Inc. / sklearn SVM Classification Public

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

Filters

Status

DSP type

Network type

View

Data set

Precision

Sort

General

F1-score

Precision

Recall

100%
spectr-organization-2871-a92
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
7 kB of 340 kB
ROM
15 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 2871
Parameter Value
num-estimators 8

2/29/2024, 5:49:09 PM

100%
spectr-organization-2871-999
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
7 kB of 340 kB
ROM
16 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 2871
Parameter Value
num-estimators 16

2/29/2024, 5:45:22 PM

100%
spectr-organization-2871-419
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
7 kB of 340 kB
ROM
15 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 2871
Parameter Value
num-estimators 4

2/29/2024, 5:45:08 PM

99%
spectr-organization-2871-b10
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
7 kB of 340 kB
ROM
14 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 2871
Parameter Value
num-estimators 2

2/29/2024, 5:41:27 PM

99%
spectr-organization-2871-9bc
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
7 kB of 340 kB
ROM
14 kB of 1024 kB
DSP NN Unused
INPUT

4000 ms | 500 ms

SPECTRAL-ANALYSIS

16

ACCURACY
ORGANIZATION BLOCK 2871
Parameter Value
num-estimators 1

2/29/2024, 5:41:36 PM