David Schwarz / Acoustic Anomaly Detection - TI LaunchPad Public
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Target

No name set

Cortex-M4F 80MHz

100 ms

128 kB

1024 kB

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100%
mfe-conv1d-af0
Show logs
PERFORMANCE
LATENCY
93 ms of 100 ms
RAM
48 kB of 128 kB
ROM
683 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

10/21/2021, 2:40:04 PM

100%
mfe-conv1d-c1f
Show logs
PERFORMANCE
LATENCY
122 ms of 100 ms
Exceeds target by 22 ms
RAM
49 kB of 128 kB
ROM
156 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

10/21/2021, 2:40:09 PM

100%
mfe-conv1d-19a
Show logs
PERFORMANCE
LATENCY
139 ms of 100 ms
Exceeds target by 39 ms
RAM
36 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

10/21/2021, 2:45:47 PM

99%
mfe-conv1d-1e9
Show logs
PERFORMANCE
LATENCY
93 ms of 100 ms
RAM
40 kB of 128 kB
ROM
87 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

10/21/2021, 2:53:16 PM

97%
spectr-conv1d-c3f
Show logs
PERFORMANCE
LATENCY
101 ms of 100 ms
Exceeds target by 1 ms
RAM
28 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTROGRAM

0.075 | 0.0375 | -52

ACCURACY (KERAS)

10/21/2021, 2:46:03 PM

97%
spectr-conv1d-8cf
Show logs
PERFORMANCE
LATENCY
103 ms of 100 ms
Exceeds target by 3 ms
RAM
16 kB of 128 kB
ROM
44 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

SPECTROGRAM

0.025 | 0.025 | -72

ACCURACY (KERAS)

10/21/2021, 2:53:26 PM

96%
spectr-conv1d-42d
Show logs
PERFORMANCE
LATENCY
153 ms of 100 ms
Exceeds target by 53 ms
RAM
20 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

SPECTROGRAM

0.025 | 0.025 | -52

ACCURACY (KERAS)

10/21/2021, 2:45:56 PM

96%
mfe-conv1d-d5e
Show logs
PERFORMANCE
LATENCY
62 ms of 100 ms
RAM
27 kB of 128 kB
ROM
88 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

10/21/2021, 2:50:49 PM

95%
mfe-conv1d-c65
Show logs
PERFORMANCE
LATENCY
41 ms of 100 ms
RAM
28 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

10/21/2021, 2:49:03 PM

93%
mfe-conv1d-978
Show logs
PERFORMANCE
LATENCY
27 ms of 100 ms
RAM
26 kB of 128 kB
ROM
38 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

10/21/2021, 2:51:51 PM

93%
spectr-conv1d-fa5
Show logs
PERFORMANCE
LATENCY
150 ms of 100 ms
Exceeds target by 50 ms
RAM
20 kB of 128 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

SPECTROGRAM

0.05 | 0.05 | -52

ACCURACY (KERAS)

10/21/2021, 2:50:57 PM

93%
spectr-conv1d-b78
Show logs
PERFORMANCE
LATENCY
103 ms of 100 ms
Exceeds target by 3 ms
RAM
19 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTROGRAM

0.025 | 0.025 | -32

ACCURACY (KERAS)

10/21/2021, 2:49:00 PM

92%
spectr-conv1d-34d
Show logs
PERFORMANCE
LATENCY
103 ms of 100 ms
Exceeds target by 3 ms
RAM
19 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTROGRAM

0.025 | 0.025 | -32

ACCURACY (KERAS)

10/21/2021, 2:48:50 PM

92%
mfe-conv1d-5d6
Show logs
PERFORMANCE
LATENCY
122 ms of 100 ms
Exceeds target by 22 ms
RAM
36 kB of 128 kB
ROM
329 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.032 | 0.016 | 40

ACCURACY (KERAS)

10/21/2021, 2:45:17 PM

92%
spectr-conv1d-f8a
Show logs
PERFORMANCE
LATENCY
39 ms of 100 ms
RAM
19 kB of 128 kB
ROM
39 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
250 ms |
Enabled

SPECTROGRAM

0.025 | 0.025 | -32

ACCURACY (KERAS)

10/21/2021, 2:39:56 PM

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