Eoin / AI Mechanic Public
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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F1-score

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Recall

conv1d-42d
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
24 kB of 256 kB
ROM
38 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:34:00 PM

conv1d-20f
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
19 kB of 256 kB
ROM
0 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:49:23 PM

conv1d-8f3
PERFORMANCE
LATENCY
3 ms of 100 ms
RAM
20 kB of 256 kB
ROM
36 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:41:57 PM

conv1d-1e7
PERFORMANCE
LATENCY
17 ms of 100 ms
RAM
22 kB of 256 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:49:40 PM

conv2d-439
PERFORMANCE
LATENCY
124 ms of 100 ms
Exceeds target by 24 ms
RAM
24 kB of 256 kB
ROM
35 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:50:25 PM

conv1d-5e2
PERFORMANCE
LATENCY
6 ms of 100 ms
RAM
23 kB of 256 kB
ROM
46 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:41:02 PM

conv2d-469
PERFORMANCE
LATENCY
44 ms of 100 ms
RAM
21 kB of 256 kB
ROM
35 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:34:54 PM

50%
conv1d-606
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
21 kB of 256 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:49:38 PM

conv1d-1ff
PERFORMANCE
LATENCY
5 ms of 100 ms
RAM
21 kB of 256 kB
ROM
34 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:42:15 PM

conv2d-bf4
PERFORMANCE
LATENCY
140 ms of 100 ms
Exceeds target by 40 ms
RAM
25 kB of 256 kB
ROM
47 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:35:47 PM

conv1d-996
PERFORMANCE
LATENCY
20 ms of 100 ms
RAM
22 kB of 256 kB
ROM
35 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:50:31 PM

conv1d-594
PERFORMANCE
LATENCY
47 ms of 100 ms
RAM
24 kB of 256 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:35:39 PM

50%
conv1d-2db
PERFORMANCE
LATENCY
16 ms of 100 ms
RAM
22 kB of 256 kB
ROM
77 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:50:44 PM

conv1d-c26
PERFORMANCE
LATENCY
58 ms of 100 ms
RAM
26 kB of 256 kB
ROM
47 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:35:56 PM

conv2d-590
PERFORMANCE
LATENCY
140 ms of 100 ms
Exceeds target by 40 ms
RAM
20 kB of 256 kB
ROM
56 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

12/17/2021, 12:37:12 PM