Kosmas Deligkaris / FrogAI-FirstTest 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 #3

Alif HE (Cortex-M55 160MHz + U55-128MACC)

100 ms

13824 kB

5632 kB

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General

F1-score

Precision

Recall

83%
spectr-conv2d-f45
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
19 kB of 13824 kB
ROM
0 kB of 5632 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -52

ACCURACY (OVERALL)
CLASSIFICATION

0.005 | 100 | 83%

Type Filters Kernel Rate
conv2d 16 3 -
conv2d 32 3 -
conv2d 64 3 -
dropout - - 0.25

0 7/9/2025, 6:56:51 AM

82%
spectr-conv2d-df9
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
19 kB of 13824 kB
ROM
0 kB of 5632 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -52

ACCURACY (OVERALL)
CLASSIFICATION

0.005 | 100 | 82%

Type Filters Kernel Rate
conv2d 16 3 -
conv2d 32 3 -
conv2d 64 3 -
dropout - - 0.25

0 7/9/2025, 7:31:02 AM

70%
spectr-conv1d-7ea
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
19 kB of 13824 kB
ROM
0 kB of 5632 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -72

ACCURACY (OVERALL)
CLASSIFICATION

0.005 | 100 | 70%

Type Filters Kernel Rate
Data augmentation
conv1d 16 3 -
conv1d 32 3 -
conv1d 64 3 -
dropout - - 0.25

0 7/9/2025, 6:38:38 AM

65%
spectr-conv2d-4d3
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
19 kB of 13824 kB
ROM
0 kB of 5632 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -32

ACCURACY (OVERALL)
CLASSIFICATION

0.005 | 100 | 65%

Type Filters Kernel Rate
Data augmentation
conv2d 16 3 -
conv2d 32 3 -
conv2d 64 3 -
dropout - - 0.25

0 7/9/2025, 8:08:40 AM

49%
spectr-conv2d-366
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
19 kB of 13824 kB
ROM
0 kB of 5632 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -52

ACCURACY (OVERALL)
CLASSIFICATION

0.005 | 100 | 49%

Type Filters Kernel Rate
Data augmentation
conv2d 8 3 -
conv2d 16 3 -
conv2d 32 3 -
dropout - - 0.25

0 7/9/2025, 6:57:56 AM