Mateusz / CBM Fault Classifier Public
Target: Nordic nRF9160 DK (Cortex-M33 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

Nordic nRF9160 DK (Cortex-M33 64MHz)

100 ms

256 kB

1024 kB

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General

F1-score

Precision

Recall

80%
dense-f2e
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
31 kB of 256 kB
ROM
82 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/28/2022, 11:53:36 PM

80%
dense-6e1
PERFORMANCE
LATENCY
29 ms of 100 ms
RAM
32 kB of 256 kB
ROM
83 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/29/2022, 12:05:58 AM

80%
dense-0cd
PERFORMANCE
LATENCY
25 ms of 100 ms
RAM
33 kB of 256 kB
ROM
79 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/29/2022, 12:04:07 AM

80%
dense-029
PERFORMANCE
LATENCY
21 ms of 100 ms
RAM
31 kB of 256 kB
ROM
82 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/29/2022, 12:04:19 AM

79%
dense-3db
PERFORMANCE
LATENCY
30 ms of 100 ms
RAM
16 kB of 256 kB
ROM
82 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/28/2022, 11:57:17 PM

78%
dense-b30
PERFORMANCE
LATENCY
26 ms of 100 ms
RAM
32 kB of 256 kB
ROM
83 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/29/2022, 12:00:20 AM

78%
dense-837
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
32 kB of 256 kB
ROM
83 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/29/2022, 12:01:22 AM

78%
dense-d7a
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
31 kB of 256 kB
ROM
82 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/28/2022, 11:54:57 PM

78%
dense-8e9
PERFORMANCE
LATENCY
16 ms of 100 ms
RAM
31 kB of 256 kB
ROM
82 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/29/2022, 12:05:33 AM

76%
dense-10c
PERFORMANCE
LATENCY
21 ms of 100 ms
RAM
16 kB of 256 kB
ROM
50 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/28/2022, 11:54:38 PM

76%
dense-e19
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
16 kB of 256 kB
ROM
50 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/28/2022, 11:56:15 PM

76%
dense-753
PERFORMANCE
LATENCY
19 ms of 100 ms
RAM
16 kB of 256 kB
ROM
50 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/29/2022, 12:02:54 AM

73%
dense-f92
PERFORMANCE
LATENCY
7 ms of 100 ms
RAM
16 kB of 256 kB
ROM
34 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/29/2022, 12:04:27 AM

70%
dense-11b
PERFORMANCE
LATENCY
13 ms of 100 ms
RAM
31 kB of 256 kB
ROM
34 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/28/2022, 11:57:31 PM

68%
dense-4b3
PERFORMANCE
LATENCY
22 ms of 100 ms
RAM
16 kB of 256 kB
ROM
82 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

4/28/2022, 11:54:54 PM

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