Ilias Katsanis / robot_fank 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

99%
conv1d-64e
PERFORMANCE
LATENCY
64 ms of 100 ms
RAM
25 kB of 256 kB
ROM
89 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:25:23 AM

98%
conv1d-59c
PERFORMANCE
LATENCY
18 ms of 100 ms
RAM
24 kB of 256 kB
ROM
46 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:16:30 AM

98%
conv1d-200
PERFORMANCE
LATENCY
6 ms of 100 ms
RAM
21 kB of 256 kB
ROM
38 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:29:36 AM

98%
conv1d-41d
PERFORMANCE
LATENCY
154 ms of 100 ms
Exceeds target by 54 ms
RAM
21 kB of 256 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:31:02 AM

98%
conv2d-6ba
PERFORMANCE
LATENCY
192 ms of 100 ms
Exceeds target by 92 ms
RAM
25 kB of 256 kB
ROM
39 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:38:17 AM

98%
conv1d-ef3
PERFORMANCE
LATENCY
92 ms of 100 ms
RAM
26 kB of 256 kB
ROM
74 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:45:37 AM

97%
conv1d-fcd
PERFORMANCE
LATENCY
10 ms of 100 ms
RAM
19 kB of 256 kB
ROM
35 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:37:40 AM

97%
conv1d-499
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
20 kB of 256 kB
ROM
38 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:41:50 AM

96%
conv1d-80a
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
25 kB of 256 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:16:36 AM

96%
conv1d-d92
PERFORMANCE
LATENCY
28 ms of 100 ms
RAM
23 kB of 256 kB
ROM
38 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:27:51 AM

96%
conv1d-490
PERFORMANCE
LATENCY
8 ms of 100 ms
RAM
20 kB of 256 kB
ROM
47 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:21:26 AM

96%
conv1d-17a
PERFORMANCE
LATENCY
2 ms of 100 ms
RAM
21 kB of 256 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:32:22 AM

96%
conv1d-15b
PERFORMANCE
LATENCY
100 ms of 100 ms
RAM
24 kB of 256 kB
ROM
71 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:47:05 AM

96%
conv1d-239
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
20 kB of 256 kB
ROM
37 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:38:29 AM

96%
conv1d-eed
PERFORMANCE
LATENCY
20 ms of 100 ms
RAM
22 kB of 256 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

3/19/2022, 9:35:05 AM

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