Mukesh Sankhla / Overall Production Line Model Public
Target: Arduino UNO Q (Qualcomm QRB2210) 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

Run #1

Arduino UNO Q (Qualcomm QRB2210)

100 ms

4194304 kB

8388608 kB

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Anomaly accuracy

F1-score

Precision

Recall

Run #1 (Aug 13 2026, 15:05:22, finished)
37%
raw-dense-anomaly-gmm-764
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 4194304 kB
ROM
16 kB of 8388608 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

RAW

Parameter Value
scale-axes 1
normalizeData none

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 75%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.5
ANOMALY DETECTION (GMM)
6 | 0%

- | - | - | -

0 8/13/2026, 3:26:28 PM

34%
raw-dense-anomaly-gmm-207
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 4194304 kB
ROM
16 kB of 8388608 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

Parameter Value
scale-axes 1
normalizeData none

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 84%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.25
ANOMALY DETECTION (GMM)
6 | 0%

- | - | - | -

0 8/13/2026, 3:25:17 PM

33%
raw-dense-anomaly-gmm-3c8
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 4194304 kB
ROM
16 kB of 8388608 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

RAW

Parameter Value
scale-axes 1
normalizeData none

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 84%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.5
ANOMALY DETECTION (GMM)
6 | 0%

- | - | - | -

1 8/13/2026, 3:37:48 PM

32%
raw-dense-anomaly-gmm-b1e
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 4194304 kB
ROM
18 kB of 8388608 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

RAW

Parameter Value
scale-axes 1
normalizeData none

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 83%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5
ANOMALY DETECTION (GMM)
6 | 0%

- | - | - | -

0 8/13/2026, 3:17:00 PM

0%
raw-dense-anomaly-gmm-929
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 4194304 kB
ROM
21 kB of 8388608 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

RAW

Parameter Value
scale-axes 1
normalizeData none

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 84%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25
ANOMALY DETECTION (GMM)
6 | 0%

- | - | - | -

0 8/13/2026, 3:15:34 PM

0%
raw-dense-anomaly-gmm-79a
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 4194304 kB
ROM
21 kB of 8388608 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

RAW

Parameter Value
scale-axes 1
normalizeData none

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 30 | 85%

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25
ANOMALY DETECTION (GMM)
6 | 0%

- | - | - | -

0 8/13/2026, 3:19:51 PM

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