Solo Githu / Responding to your voice - Solo Githu Public
Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) 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

Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz)

100 ms

256 kB

1024 kB

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General

F1-score

Precision

Recall

95%
conv1d-76b
PERFORMANCE
LATENCY
67 ms of 100 ms
RAM
25 kB of 256 kB
ROM
105 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:14:58 PM

95%
conv1d-1e9
PERFORMANCE
LATENCY
155 ms of 100 ms
Exceeds target by 55 ms
RAM
41 kB of 256 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:12:51 PM

94%
conv1d-ec2
PERFORMANCE
LATENCY
211 ms of 100 ms
Exceeds target by 111 ms
RAM
33 kB of 256 kB
ROM
174 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:08:01 PM

93%
conv1d-897
PERFORMANCE
LATENCY
185 ms of 100 ms
Exceeds target by 85 ms
RAM
32 kB of 256 kB
ROM
135 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:19:08 PM

93%
conv1d-bad
PERFORMANCE
LATENCY
175 ms of 100 ms
Exceeds target by 75 ms
RAM
26 kB of 256 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:13:17 PM

93%
conv1d-743
PERFORMANCE
LATENCY
46 ms of 100 ms
RAM
24 kB of 256 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:07:16 PM

93%
conv1d-2cb
PERFORMANCE
LATENCY
46 ms of 100 ms
RAM
43 kB of 256 kB
ROM
172 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:03:18 PM

93%
conv1d-015
PERFORMANCE
LATENCY
67 ms of 100 ms
RAM
25 kB of 256 kB
ROM
84 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:15:53 PM

92%
conv1d-fd3
PERFORMANCE
LATENCY
58 ms of 100 ms
RAM
25 kB of 256 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:17:31 PM

92%
conv1d-3e4
PERFORMANCE
LATENCY
139 ms of 100 ms
Exceeds target by 39 ms
RAM
28 kB of 256 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:13:23 PM

92%
conv1d-fd8
PERFORMANCE
LATENCY
17 ms of 100 ms
RAM
44 kB of 256 kB
ROM
424 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:18:38 PM

92%
conv1d-cdc
PERFORMANCE
LATENCY
166 ms of 100 ms
Exceeds target by 66 ms
RAM
42 kB of 256 kB
ROM
127 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:14:43 PM

92%
conv1d-e9e
PERFORMANCE
LATENCY
166 ms of 100 ms
Exceeds target by 66 ms
RAM
42 kB of 256 kB
ROM
127 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:05:54 PM

91%
conv1d-59c
PERFORMANCE
LATENCY
57 ms of 100 ms
RAM
31 kB of 256 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:18:03 PM

91%
conv1d-1e1
PERFORMANCE
LATENCY
96 ms of 100 ms
RAM
28 kB of 256 kB
ROM
108 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

10/4/2021, 8:11:45 PM

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