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
No name set
Sony Spresense (Cortex-M4F 156MHz)
100 ms
1536 kB
8096 kB
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General
F1-score
Precision
Recall
96%
conv2d-6d6
PERFORMANCE
LATENCY
448 ms of
100 ms
Exceeds target by 348 ms
RAM
30 kB of
1536 kB
ROM
122 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
32
|
32
12/15/2021, 2:39:58 PM
96%
mobilenetv2-368
PERFORMANCE
LATENCY
6291 ms of
100 ms
Exceeds target by 6191 ms
RAM
351 kB of
1536 kB
ROM
585 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 1:01:57 PM
96%
mobilenetv2-c78
PERFORMANCE
LATENCY
1825 ms of
100 ms
Exceeds target by 1725 ms
RAM
64 kB of
1536 kB
ROM
109 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 1:37:45 PM
96%
mobilenetv2-4b9
PERFORMANCE
LATENCY
1825 ms of
100 ms
Exceeds target by 1725 ms
RAM
287 kB of
1536 kB
ROM
173 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 1:47:34 PM
96%
mobilenetv1-9b3
PERFORMANCE
LATENCY
2345 ms of
100 ms
Exceeds target by 2245 ms
RAM
99 kB of
1536 kB
ROM
328 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 2:36:14 PM
95%
mobilenetv2-0de
PERFORMANCE
LATENCY
17551 ms of
100 ms
Exceeds target by 17451 ms
RAM
738 kB of
1536 kB
ROM
586 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
160
|
160
12/15/2021, 1:11:56 PM
95%
mobilenetv2-204
PERFORMANCE
LATENCY
1838 ms of
100 ms
Exceeds target by 1738 ms
RAM
287 kB of
1536 kB
ROM
173 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 2:24:41 PM
95%
mobilenetv1-380
PERFORMANCE
LATENCY
2345 ms of
100 ms
Exceeds target by 2245 ms
RAM
135 kB of
1536 kB
ROM
312 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 12:55:28 PM
95%
mobilenetv2-946
PERFORMANCE
LATENCY
1838 ms of
100 ms
Exceeds target by 1738 ms
RAM
287 kB of
1536 kB
ROM
173 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 1:30:42 PM
95%
conv2d-325
PERFORMANCE
LATENCY
133 ms of
100 ms
Exceeds target by 33 ms
RAM
20 kB of
1536 kB
ROM
72 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
32
|
32
12/15/2021, 2:29:17 PM
95%
mobilenetv2-838
PERFORMANCE
LATENCY
6291 ms of
100 ms
Exceeds target by 6191 ms
RAM
351 kB of
1536 kB
ROM
585 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 3:39:04 PM
94%
mobilenetv1-26b
PERFORMANCE
LATENCY
1472 ms of
100 ms
Exceeds target by 1372 ms
RAM
111 kB of
1536 kB
ROM
228 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 1:20:36 PM
94%
mobilenetv1-a98
PERFORMANCE
LATENCY
1472 ms of
100 ms
Exceeds target by 1372 ms
RAM
111 kB of
1536 kB
ROM
228 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 1:29:51 PM
94%
mobilenetv2-9d5
PERFORMANCE
LATENCY
2143 ms of
100 ms
Exceeds target by 2043 ms
RAM
368 kB of
1536 kB
ROM
1208 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 2:35:00 PM
94%
mobilenetv1-af9
PERFORMANCE
LATENCY
1472 ms of
100 ms
Exceeds target by 1372 ms
RAM
111 kB of
1536 kB
ROM
228 kB of
8096 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
12/15/2021, 12:49:28 PM
Training output
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