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

Run #4

samd51

500 ms

192 kB

512 kB

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raw-dense-08a
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.001 | 200

Type Filters Kernel Rate
dropout - - 0.1
dense 20 - -
dense 40 - -
dropout - - 0.05

3

raw-dense-6a5
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 - - 0.1
dense 40 - -
dense 10 - -
dropout - - 0.1

3

raw-dense-aa1
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0015 | 300

Type Filters Kernel Rate
dropout - - 0.3
dense 10 - -
dense 40 - -
dropout - - 0.3

3

raw-dense-62d
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 80 - -
dense 20 - -
dropout - - 0.05

2

raw-dense-e0f
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 - - 0.05
dense 30 - -
dense 30 - -
dropout - - 0.2

2

raw-dense-5f7
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 - - 0.05
dense 60 - -
dense 40 - -
dropout - - 0.2

2

raw-dense-095
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.001 | 200

Type Filters Kernel Rate
dropout - - 0.2
dense 30 - -
dense 10 - -
dropout - - 0.05

1

raw-dense-d0f
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 - - 0.3
dense 60 - -
dense 30 - -
dropout - - 0.3

1

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

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0007 | 300

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

1

raw-dense-df0
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0007 | 200

Type Filters Kernel Rate
dropout - - 0.3
dense 10 - -
dense 40 - -
dropout - - 0.1

0

raw-dense-9c8
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 - - 0.1
dense 60 - -
dense 20 - -
dropout - - 0.2

0

raw-dense-a20
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 10 - -
dense 40 - -
dropout - - 0.05

0

raw-dense-da8
PERFORMANCE
LATENCY
500 ms
RAM
192 kB
ROM
512 kB
Unused
FEATURES INPUT

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.001 | 100

Type Filters Kernel Rate
dropout - - 0.2
dense 30 - -
dense 20 - -
dropout - - 0.1

0

raw-dense-838
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 - - 0.1
dense 80 - -
dense 40 - -
dropout - - 0.3

0

raw-dense-7d2
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 20 - -
dense 10 - -
dropout - - 0.1

0