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
Input Window Sizing
Cortex-M4F 80MHz
100 ms
128 kB
1024 kB
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F1-score
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Run #2 - Input Window Sizing (Oct 11 2024, 09:31:58, finished)
100%
raw-dense-4ce
PERFORMANCE
LATENCY
1 ms of
100 ms
RAM
1 kB of
128 kB
ROM
12 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
5400000 ms
|
2700000 ms
|
Enabled
RAW
1
REGRESSION
0.005 | 100 | 100%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 20 | - | - |
| dense | 10 | - | - |
10/11/2024, 9:41:26 AM
100%
raw-dense-1a0
PERFORMANCE
LATENCY
1 ms of
100 ms
RAM
2 kB of
128 kB
ROM
13 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
21600000 ms
|
10800000 ms
|
Enabled
RAW
1
REGRESSION
0.005 | 100 | 100%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 20 | - | - |
| dense | 10 | - | - |
10/11/2024, 9:38:16 AM
100%
raw-dense-a60
PERFORMANCE
LATENCY
1 ms of
100 ms
RAM
1 kB of
128 kB
ROM
12 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
10800000 ms
|
10800000 ms
|
Enabled
RAW
1
REGRESSION
0.005 | 100 | 100%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 20 | - | - |
| dense | 10 | - | - |
10/11/2024, 9:38:07 AM
100%
raw-dense-531
PERFORMANCE
LATENCY
1 ms of
100 ms
RAM
2 kB of
128 kB
ROM
16 kB of
1024 kB
DSP
NN
Unused
TIME-SERIES INPUT
43200000 ms
|
10800000 ms
|
Enabled
RAW
1
REGRESSION
0.005 | 100 | 100%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 20 | - | - |
| dense | 10 | - | - |
10/11/2024, 9:37:52 AM
Training output
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