Missing data in your test dataset. To generate test accuracy, upload test data, or perform train/test split on your existing dataset from your project dashboard
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
Cortex-M4F 80MHz
100 ms
128 kB
1024 kB
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F1-score
Precision
Recall
mobilenetv2-815
PERFORMANCE
LATENCY
4852 ms of
100 ms
Exceeds target by 4752 ms
RAM
369 kB of
128 kB
Exceeds target by 241 kB
ROM
2358 kB of
1024 kB
Exceeds target by 1334 kB
DSP
NN
Unused
IMAGE INPUT
160
|
160
1/13/2022, 1:44:45 PM
mobilenetv1-2d5
PERFORMANCE
LATENCY
927 ms of
100 ms
Exceeds target by 827 ms
RAM
135 kB of
128 kB
Exceeds target by 7 kB
ROM
312 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 1:38:49 PM
conv2d-907
PERFORMANCE
LATENCY
24553 ms of
100 ms
Exceeds target by 24453 ms
RAM
351 kB of
128 kB
Exceeds target by 223 kB
ROM
586 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 1:51:00 PM
conv2d-f45
PERFORMANCE
LATENCY
212 ms of
100 ms
Exceeds target by 112 ms
RAM
30 kB of
128 kB
ROM
122 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
32
|
32
1/13/2022, 1:34:31 PM
conv2d-42a
PERFORMANCE
LATENCY
6854 ms of
100 ms
Exceeds target by 6754 ms
RAM
369 kB of
128 kB
Exceeds target by 241 kB
ROM
2358 kB of
1024 kB
Exceeds target by 1334 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 1:45:00 PM
mobilenetv2-f76
PERFORMANCE
LATENCY
2755 ms of
100 ms
Exceeds target by 2655 ms
RAM
351 kB of
128 kB
Exceeds target by 223 kB
ROM
586 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:19:58 PM
conv2d-0f4
PERFORMANCE
LATENCY
23147 ms of
100 ms
Exceeds target by 23047 ms
RAM
369 kB of
128 kB
Exceeds target by 241 kB
ROM
2357 kB of
1024 kB
Exceeds target by 1333 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:41:13 PM
mobilenetv1-658
PERFORMANCE
LATENCY
527 ms of
100 ms
Exceeds target by 427 ms
RAM
64 kB of
128 kB
ROM
110 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:14:48 PM
mobilenetv1-448
PERFORMANCE
LATENCY
1013 ms of
100 ms
Exceeds target by 913 ms
RAM
111 kB of
128 kB
ROM
228 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:13:26 PM
mobilenetv1-73a
PERFORMANCE
LATENCY
1071 ms of
100 ms
Exceeds target by 971 ms
RAM
287 kB of
128 kB
Exceeds target by 159 kB
ROM
173 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:12:21 PM
mobilenetv2-aa6
PERFORMANCE
LATENCY
2624 ms of
100 ms
Exceeds target by 2524 ms
RAM
351 kB of
128 kB
Exceeds target by 223 kB
ROM
586 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:14:11 PM
mobilenetv2-0e9
PERFORMANCE
LATENCY
816 ms of
100 ms
Exceeds target by 716 ms
RAM
287 kB of
128 kB
Exceeds target by 159 kB
ROM
173 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:12:24 PM
mobilenetv1-2a1
PERFORMANCE
LATENCY
1020 ms of
100 ms
Exceeds target by 920 ms
RAM
111 kB of
128 kB
ROM
228 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:11:02 PM
mobilenetv2-ec7
PERFORMANCE
LATENCY
1013 ms of
100 ms
Exceeds target by 913 ms
RAM
287 kB of
128 kB
Exceeds target by 159 kB
ROM
173 kB of
1024 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:29:48 PM
conv2d-40a
PERFORMANCE
LATENCY
2117 ms of
100 ms
Exceeds target by 2017 ms
RAM
2513 kB of
128 kB
Exceeds target by 2385 kB
ROM
1655 kB of
1024 kB
Exceeds target by 631 kB
DSP
NN
Unused
IMAGE INPUT
96
|
96
1/13/2022, 2:35:38 PM
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