Thomas Garcia / keywordspotter_demo Public
Target: Cortex-M4F 80MHz Clone this project
Experiments EON Tuner
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Target

No name set

Cortex-M4F 80MHz

100 ms

128 kB

1024 kB

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F1-score

Precision

Recall

93%
mfe-conv1d-380
Show logs
PERFORMANCE
LATENCY
50 ms of 100 ms
RAM
25 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

9/28/2021, 5:01:33 PM

92%
mfe-conv1d-5ee
Show logs
PERFORMANCE
LATENCY
38 ms of 100 ms
RAM
24 kB of 128 kB
ROM
57 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

9/28/2021, 4:28:46 PM

92%
mfe-conv1d-2f2
Show logs
PERFORMANCE
LATENCY
38 ms of 100 ms
RAM
27 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

9/28/2021, 4:44:34 PM

92%
mfe-conv1d-de3
Show logs
PERFORMANCE
LATENCY
50 ms of 100 ms
RAM
25 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

9/28/2021, 4:18:48 PM

92%
mfe-conv1d-fcb
Show logs
PERFORMANCE
LATENCY
26 ms of 100 ms
RAM
21 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

9/28/2021, 4:38:47 PM

92%
mfe-conv1d-7bd
Show logs
PERFORMANCE
LATENCY
26 ms of 100 ms
RAM
21 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

9/28/2021, 4:23:16 PM

91%
mfe-conv1d-f35
Show logs
PERFORMANCE
LATENCY
80 ms of 100 ms
RAM
24 kB of 128 kB
ROM
46 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

9/28/2021, 5:04:50 PM

91%
mfe-conv1d-8a3
Show logs
PERFORMANCE
LATENCY
82 ms of 100 ms
RAM
22 kB of 128 kB
ROM
95 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

9/28/2021, 4:53:05 PM

91%
mfe-conv1d-20f
Show logs
PERFORMANCE
LATENCY
82 ms of 100 ms
RAM
22 kB of 128 kB
ROM
95 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

9/28/2021, 4:47:11 PM

91%
mfe-conv1d-af6
Show logs
PERFORMANCE
LATENCY
30 ms of 100 ms
RAM
23 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

9/28/2021, 4:18:37 PM

91%
mfe-conv1d-2b0
Show logs
PERFORMANCE
LATENCY
80 ms of 100 ms
RAM
29 kB of 128 kB
ROM
265 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

9/28/2021, 4:52:33 PM

91%
mfe-conv1d-50a
Show logs
PERFORMANCE
LATENCY
40 ms of 100 ms
RAM
28 kB of 128 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

9/28/2021, 4:33:51 PM

91%
mfe-conv1d-8b5
Show logs
PERFORMANCE
LATENCY
170 ms of 100 ms
Exceeds target by 70 ms
RAM
25 kB of 128 kB
ROM
205 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

9/28/2021, 5:07:03 PM

91%
mfe-conv1d-435
Show logs
PERFORMANCE
LATENCY
32 ms of 100 ms
RAM
24 kB of 128 kB
ROM
37 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

9/28/2021, 4:43:54 PM

91%
mfe-conv1d-f63
Show logs
PERFORMANCE
LATENCY
28 ms of 100 ms
RAM
21 kB of 128 kB
ROM
56 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

9/28/2021, 4:39:07 PM

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