The EON Tuner helps you find the most optimal architecture for your embedded machine-learning application. Clone this project to use the EON Tuner.
Target
No name set
Cortex-M4F 80MHz
100 ms
128 kB
1024 kB
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F1-score
Precision
Recall
Run #1 (Oct 15 2024, 13:28:34, finished)
84%
raw-dense-55e
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
10800000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.002 | 100 | 84%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 100 | - | - |
| dense | 50 | - | - |
| dropout | - | - | 0.25 |
10/15/2024, 2:13:51 PM
83%
raw-dense-83a
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
22 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
10800000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.002 | 300 | 83%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 100 | - | - |
| dense | 50 | - | - |
| dropout | - | - | 0.25 |
10/15/2024, 1:56:40 PM
83%
raw-dense-0e9
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
37 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.002 | 300 | 83%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 200 | - | - |
| dense | 100 | - | - |
| dropout | - | - | 0.25 |
10/15/2024, 2:41:02 PM
82%
raw-dense-420
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.001 | 100 | 82%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 100 | - | - |
| dense | 50 | - | - |
| dense | 25 | - | - |
| dropout | - | - | 0.5 |
10/15/2024, 2:19:26 PM
82%
raw-dense-0e3
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.002 | 300 | 82%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 100 | - | - |
| dense | 50 | - | - |
| dropout | - | - | 0.25 |
10/15/2024, 2:49:28 PM
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
37 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.001 | 100 | 81%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 200 | - | - |
| dense | 100 | - | - |
| dropout | - | - | 0.5 |
10/15/2024, 1:53:44 PM
80%
raw-dense-658
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
15 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.001 | 300 | 80%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 60 | - | - |
| dense | 30 | - | - |
| dense | 15 | - | - |
| dense | 7 | - | - |
| dropout | - | - | 0.5 |
10/15/2024, 2:03:40 PM
80%
raw-dense-41d
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
15 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.001 | 100 | 80%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 60 | - | - |
| dense | 30 | - | - |
| dense | 15 | - | - |
| dropout | - | - | 0.25 |
10/15/2024, 1:54:12 PM
80%
raw-dense-fb5
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.001 | 200 | 80%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 100 | - | - |
| dense | 50 | - | - |
| dense | 25 | - | - |
| dense | 12 | - | - |
| dropout | - | - | 0.5 |
10/15/2024, 2:31:50 PM
80%
raw-dense-2c0
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
15 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.002 | 100 | 80%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 60 | - | - |
| dense | 30 | - | - |
| dense | 15 | - | - |
| dense | 7 | - | - |
| dropout | - | - | 0.5 |
10/15/2024, 1:43:36 PM
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
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.002 | 300 | 79%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 40 | - | - |
| dense | 20 | - | - |
| dense | 10 | - | - |
| dense | 5 | - | - |
| dropout | - | - | 0.25 |
10/15/2024, 2:03:16 PM
79%
raw-dense-cc6
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
50 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
10800000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.001 | 300 | 79%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 200 | - | - |
| dense | 100 | - | - |
| dense | 50 | - | - |
| dense | 25 | - | - |
| dropout | - | - | 0.5 |
10/15/2024, 1:47:29 PM
79%
raw-dense-ece
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
2 kB of 128 kB
ROM
21 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
5400000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.001 | 300 | 79%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 100 | - | - |
| dense | 50 | - | - |
| dense | 25 | - | - |
| dense | 12 | - | - |
| dropout | - | - | 0.5 |
10/15/2024, 2:13:54 PM
79%
raw-dense-9fa
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 |
900000 ms |
Disabled
RAW
1
REGRESSION
0.001 | 200 | 79%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 20 | - | - |
| dense | 10 | - | - |
| dropout | - | - | 0.25 |
10/15/2024, 2:07:45 PM
78%
raw-dense-7f4
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
1 kB of 128 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT
10800000 ms |
900000 ms |
Disabled
RAW
1
REGRESSION
0.002 | 200 | 78%
| Type | Filters | Kernel | Rate |
|---|---|---|---|
| dense | 60 | - | - |
| dense | 30 | - | - |
| dense | 15 | - | - |
| dropout | - | - | 0.5 |
10/15/2024, 2:22:58 PM
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