Microchip Technology Inc / Array of Gas Sensors Dec 8 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

brennan

samd51

500 ms

192 kB

512 kB

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F1-score

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raw-dense-79a
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.001 | 50

Type Filters Kernel Rate
dropout - - 0.3
dense 60 - -
dense 30 - -
dropout - - 0.1

raw-dense-327
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0009 | 200

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

raw-dense-41a
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0007 | 50

Type Filters Kernel Rate
dropout - - 0.2
dense 60 - -
dense 30 - -
dropout - - 0.2

raw-dense-297
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0009 | 200

Type Filters Kernel Rate
dropout - - 0.1
dense 10 - -
dense 40 - -
dropout - - 0.05

raw-dense-90e
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0007 | 100

Type Filters Kernel Rate
dropout - - 0.05
dense 60 - -
dense 10 - -
dropout - - 0.05

raw-dense-55c
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0007 | 50

Type Filters Kernel Rate
dropout - - 0.05
dense 30 - -
dense 10 - -
dropout - - 0.3

raw-dense-e70
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0009 | 50

Type Filters Kernel Rate
dropout - - 0.2
dense 80 - -
dense 30 - -
dropout - - 0.05

raw-dense-387
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.001 | 50

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

raw-dense-a2a
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 200

Type Filters Kernel Rate
dropout - - 0.2
dense 10 - -
dense 20 - -
dropout - - 0.3

raw-dense-623
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0015 | 100

Type Filters Kernel Rate
dropout - - 0.2
dense 60 - -
dense 30 - -
dropout - - 0.2

raw-dense-699
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0009 | 100

Type Filters Kernel Rate
dropout - - 0.05
dense 80 - -
dense 40 - -
dropout - - 0.3

raw-dense-314
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0009 | 300

Type Filters Kernel Rate
dropout - - 0.2
dense 20 - -
dense 10 - -
dropout - - 0.1

raw-dense-422
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 100

Type Filters Kernel Rate
dropout - - 0.1
dense 20 - -
dense 30 - -
dropout - - 0.3

raw-dense-5e8
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 50

Type Filters Kernel Rate
dropout - - 0.2
dense 60 - -
dense 40 - -
dropout - - 0.1

raw-dense-e6f
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0009 | 300

Type Filters Kernel Rate
dropout - - 0.2
dense 80 - -
dense 20 - -
dropout - - 0.05