Edge Impulse Inc. / XGBoost Random Forest Regression 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

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General

F1-score

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Recall

24
raw-organization-2350-6ce
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 340 kB
ROM
13 kB of 1024 kB
DSP NN Unused
INPUT

2000 ms | 10000 ms

RAW

Parameter Value
dspBlockId 4169682
scale-axes 1
implementationVersion 1

ACCURACY
ORGANIZATION BLOCK 2350
Parameter Value
num-boost-round 8

2/29/2024, 4:36:55 PM

16
raw-organization-2350-efc
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 340 kB
ROM
14 kB of 1024 kB
DSP NN Unused
INPUT

2000 ms | 10000 ms

RAW

Parameter Value
dspBlockId 4169682
scale-axes 1
implementationVersion 1

ACCURACY
ORGANIZATION BLOCK 2350
Parameter Value
num-boost-round 16

2/29/2024, 4:36:52 PM

308
raw-organization-2350-031
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 340 kB
ROM
12 kB of 1024 kB
DSP NN Unused
INPUT

2000 ms | 10000 ms

RAW

Parameter Value
dspBlockId 4169682
scale-axes 1
implementationVersion 1

ACCURACY
ORGANIZATION BLOCK 2350
Parameter Value
num-boost-round 2

2/29/2024, 4:38:56 PM

575
raw-organization-2350-e6b
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 340 kB
ROM
12 kB of 1024 kB
DSP NN Unused
INPUT

2000 ms | 10000 ms

RAW

Parameter Value
dspBlockId 4169682
scale-axes 1
implementationVersion 1

ACCURACY
ORGANIZATION BLOCK 2350
Parameter Value
num-boost-round 1

2/29/2024, 4:39:00 PM

98
raw-organization-2350-e19
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 340 kB
ROM
12 kB of 1024 kB
DSP NN Unused
INPUT

2000 ms | 10000 ms

RAW

Parameter Value
dspBlockId 4169682
scale-axes 1
implementationVersion 1

ACCURACY
ORGANIZATION BLOCK 2350
Parameter Value
num-boost-round 4

2/29/2024, 4:41:07 PM