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 #1
Sony Spresense (Cortex-M4F 156MHz)
100 ms
1536 kB
8192 kB
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F1-score
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Run #1 (Jul 01 2025, 08:15:36, finished)
65%
spectr-conv1d-4d0
PERFORMANCE
LATENCY
38 ms of
100 ms
RAM
30 kB of
1536 kB
ROM
71 kB of
8192 kB
DSP
NN
Unused
TIME-SERIES INPUT
1000 ms
|
500 ms
|
Enabled
SPECTROGRAM
0.05 | 0.025 | -32
ACCURACY (OVERALL)
CLASSIFICATION
0.005 | 100 | 65%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| conv1d | 32 | 3 | - |
| conv1d | 64 | 3 | - |
| conv1d | 128 | 3 | - |
| dropout | - | - | 0.25 |
0 7/1/2025, 8:26:48 AM
Training output
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