Hugo Celle / Tutorial: Responding to your voice Public
Target: ST IoT Discovery Kit (Cortex-M4F 80MHz) 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

ST IoT Discovery Kit (Cortex-M4F 80MHz)

100 ms

128 kB

1024 kB

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F1-score

Precision

Recall

95%
conv1d-427
PERFORMANCE
LATENCY
57 ms of 100 ms
RAM
25 kB of 128 kB
ROM
105 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

95%
conv1d-452
PERFORMANCE
LATENCY
134 ms of 100 ms
Exceeds target by 34 ms
RAM
41 kB of 128 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

94%
conv1d-254
PERFORMANCE
LATENCY
181 ms of 100 ms
Exceeds target by 81 ms
RAM
33 kB of 128 kB
ROM
174 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

93%
conv1d-bac
PERFORMANCE
LATENCY
40 ms of 100 ms
RAM
43 kB of 128 kB
ROM
172 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

93%
conv1d-27a
PERFORMANCE
LATENCY
40 ms of 100 ms
RAM
24 kB of 128 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

93%
conv1d-9c9
PERFORMANCE
LATENCY
151 ms of 100 ms
Exceeds target by 51 ms
RAM
26 kB of 128 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

93%
conv1d-133
PERFORMANCE
LATENCY
159 ms of 100 ms
Exceeds target by 59 ms
RAM
32 kB of 128 kB
ROM
135 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

93%
conv1d-50d
PERFORMANCE
LATENCY
57 ms of 100 ms
RAM
25 kB of 128 kB
ROM
84 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

92%
conv1d-50b
PERFORMANCE
LATENCY
120 ms of 100 ms
Exceeds target by 20 ms
RAM
28 kB of 128 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

92%
conv1d-8a6
PERFORMANCE
LATENCY
50 ms of 100 ms
RAM
25 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

92%
conv1d-636
PERFORMANCE
LATENCY
142 ms of 100 ms
Exceeds target by 42 ms
RAM
42 kB of 128 kB
ROM
127 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

92%
conv1d-59c
PERFORMANCE
LATENCY
142 ms of 100 ms
Exceeds target by 42 ms
RAM
42 kB of 128 kB
ROM
127 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

92%
conv1d-25d
PERFORMANCE
LATENCY
14 ms of 100 ms
RAM
44 kB of 128 kB
ROM
424 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

91%
conv1d-f22
PERFORMANCE
LATENCY
83 ms of 100 ms
RAM
28 kB of 128 kB
ROM
108 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

91%
conv1d-5a2
PERFORMANCE
LATENCY
49 ms of 100 ms
RAM
31 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

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