Balaji M / rasynboard_activity_tracker Public
Target: Espressif ESP-EYE (ESP32 240MHz) 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

tuning for esp32

Espressif ESP-EYE (ESP32 240MHz)

100 ms

4096 kB

4096 kB

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Run #1 - tuning for esp32 (Jan 09 2024, 15:04:55, running)
spectr-dense-2ad
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

Parameter Value
wavelet haar
analysis-type Wavelet
wavelet-level 2

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

raw-dense-4d5
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

spectr-dense-282
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

spectr-dense-356
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

spectr-dense-bc8
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

Parameter Value
wavelet haar
analysis-type Wavelet
wavelet-level 1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.5

spectr-dense-2b7
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

Parameter Value
wavelet bior1.3
analysis-type Wavelet
wavelet-level 2

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.5

spectr-dense-0b0
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

raw-dense-ff3
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.25

spectr-dense-62e
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

spectr-dense-211
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

Parameter Value
wavelet bior1.3
analysis-type Wavelet
wavelet-level 1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

spectr-dense-120
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

raw-dense-1d9
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.25

spectr-dense-f0e
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

Parameter Value
wavelet haar
analysis-type Wavelet
wavelet-level 2

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.25

spectr-dense-66f
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

spectr-dense-579
PERFORMANCE
LATENCY
100 ms
RAM
4096 kB
ROM
4096 kB
Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

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