Microchip Technology Inc / Array of Gas Sensors Dec 8 Public
Target: samd51 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

brennan2

samd51

500 ms

192 kB

512 kB

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F1-score

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Run #7 (Dec 08 2025, 11:31:20, finished) Run #6 (Dec 08 2025, 05:04:07, finished) Run #5 (Dec 08 2025, 04:31:01, cancelled) Run #4 (Dec 07 2025, 10:17:54, finished) Run #3 - brennan2 (Apr 22 2025, 13:23:05, finished) Run #2 - brennan (Apr 22 2025, 13:18:23, failed) Run #1 (Apr 01 2025, 19:03:04, finished)
96%
raw-dense-8ed
View
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
2 kB of 192 kB
ROM
18 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.0007 | 190 | 96%

Type Filters Kernel Rate
dropout - - 0.05
dense 40 - -
dense 30 - -
dropout - - 0.3

0 4/22/2025, 1:42:54 PM

95%
raw-dense-fa2
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
2 kB of 192 kB
ROM
17 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.001 | 178 | 95%

Type Filters Kernel Rate
dropout - - 0.05
dense 30 - -
dense 40 - -
dropout - - 0.1

0 4/22/2025, 1:31:06 PM

91%
raw-dense-3e0
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
2 kB of 192 kB
ROM
18 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.0005 | 292 | 91%

Type Filters Kernel Rate
dropout - - 0.3
dense 40 - -
dense 30 - -
dropout - - 0.05

0 4/22/2025, 1:37:03 PM

90%
raw-dense-c26
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
2 kB of 192 kB
ROM
19 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.0015 | 96 | 90%

Type Filters Kernel Rate
dropout - - 0.1
dense 60 - -
dense 40 - -
dropout - - 0.3

0 4/22/2025, 1:37:11 PM

86%
raw-dense-a27
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
1 kB of 192 kB
ROM
16 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.0015 | 227 | 86%

Type Filters Kernel Rate
dropout - - 0.1
dense 20 - -
dense 20 - -
dropout - - 0.3

0 4/22/2025, 1:30:11 PM

82%
raw-dense-837
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
1 kB of 192 kB
ROM
17 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.0007 | 174 | 82%

Type Filters Kernel Rate
dropout - - 0.2
dense 20 - -
dense 40 - -
dropout - - 0.3

0 4/22/2025, 1:49:19 PM

82%
raw-dense-b89
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
1 kB of 192 kB
ROM
16 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.001 | 220 | 82%

Type Filters Kernel Rate
dropout - - 0.05
dense 10 - -
dense 10 - -
dropout - - 0.05

0 4/22/2025, 1:43:26 PM

79%
raw-dense-55f
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
2 kB of 192 kB
ROM
19 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.001 | 240 | 79%

Type Filters Kernel Rate
dropout - - 0.1
dense 80 - -
dense 20 - -
dropout - - 0.3

0 4/22/2025, 1:29:23 PM

55%
raw-dense-63c
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
2 kB of 192 kB
ROM
18 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.0009 | 130 | 55%

Type Filters Kernel Rate
dropout - - 0.05
dense 80 - -
dense 10 - -
dropout - - 0.05

0 4/22/2025, 1:36:07 PM

28%
raw-dense-df8
PERFORMANCE
LATENCY
1 ms of 500 ms
RAM
1 kB of 192 kB
ROM
16 kB of 512 kB
DSP NN Unused
FEATURES INPUT

RAW

1

ACCURACY (OVERALL)
CLASSIFICATION

0.0015 | 291 | 28%

Type Filters Kernel Rate
dropout - - 0.3
dense 30 - -
dense 10 - -
dropout - - 0.3

0 4/22/2025, 1:42:59 PM

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