Edge Impulse Inc. / Tutorial: Recognize sounds from audio - TI LaunchXL Public
Target: Cortex-M4F 80MHz Clone this project
Experiments EON Tuner
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

Filters

Status

DSP type

Model type

View

Data set

Variant

Sort

General

F1-score

Precision

Recall

100%
mfe-conv1d-1ca
Show logs
PERFORMANCE
LATENCY
17 ms of 100 ms
RAM
24 kB of 128 kB
ROM
52 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

7/28/2021, 1:55:57 PM

100%
mfe-conv2d-949
Show logs
PERFORMANCE
LATENCY
311 ms of 100 ms
Exceeds target by 211 ms
RAM
37 kB of 128 kB
ROM
59 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.025 | 40

ACCURACY (KERAS)

7/28/2021, 1:53:58 PM

100%
mfe-conv1d-489
Show logs
PERFORMANCE
LATENCY
35 ms of 100 ms
RAM
25 kB of 128 kB
ROM
62 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.02 | 0.02 | 40

ACCURACY (KERAS)

7/28/2021, 1:50:53 PM

100%
spectr-conv1d-4f5
Show logs
PERFORMANCE
LATENCY
141 ms of 100 ms
Exceeds target by 41 ms
RAM
40 kB of 128 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTROGRAM

0.025 | 0.0125 | -72

ACCURACY (KERAS)

7/28/2021, 1:50:23 PM

100%
mfe-conv1d-222
Show logs
PERFORMANCE
LATENCY
50 ms of 100 ms
RAM
24 kB of 128 kB
ROM
71 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

7/28/2021, 1:48:40 PM

100%
mfe-conv2d-5aa
Show logs
PERFORMANCE
LATENCY
97 ms of 100 ms
RAM
27 kB of 128 kB
ROM
57 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

7/28/2021, 1:49:30 PM

100%
mfe-conv1d-523
Show logs
PERFORMANCE
LATENCY
16 ms of 100 ms
RAM
28 kB of 128 kB
ROM
34 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.032 | 0.016 | 40

ACCURACY (KERAS)

7/28/2021, 1:46:13 PM

100%
spectr-conv1d-99c
Show logs
PERFORMANCE
LATENCY
99 ms of 100 ms
RAM
33 kB of 128 kB
ROM
34 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -52

ACCURACY (KERAS)

7/28/2021, 1:46:08 PM

100%
mfe-conv1d-d51
Show logs
PERFORMANCE
LATENCY
22 ms of 100 ms
RAM
34 kB of 128 kB
ROM
169 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

7/28/2021, 1:44:59 PM

99%
mfe-conv2d-737
Show logs
PERFORMANCE
LATENCY
113 ms of 100 ms
Exceeds target by 13 ms
RAM
30 kB of 128 kB
ROM
113 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFE

0.032 | 0.032 | 40

ACCURACY (KERAS)

7/28/2021, 1:51:44 PM

99%
mfe-conv1d-01b
Show logs
PERFORMANCE
LATENCY
62 ms of 100 ms
RAM
27 kB of 128 kB
ROM
72 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

MFE

0.05 | 0.05 | 40

ACCURACY (KERAS)

7/28/2021, 1:45:17 PM

98%
spectr-conv1d-81a
Show logs
PERFORMANCE
LATENCY
151 ms of 100 ms
Exceeds target by 51 ms
RAM
44 kB of 128 kB
ROM
169 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTROGRAM

0.05 | 0.025 | -32

ACCURACY (KERAS)

7/28/2021, 1:44:56 PM

96%
mfcc-conv2d-6f8
Show logs
PERFORMANCE
LATENCY
191 ms of 100 ms
Exceeds target by 91 ms
RAM
35 kB of 128 kB
ROM
74 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

MFCC

0.032 | 0.016 | 40

ACCURACY (KERAS)

7/28/2021, 1:52:43 PM

95%
mfcc-conv2d-2eb
Show logs
PERFORMANCE
LATENCY
151 ms of 100 ms
Exceeds target by 51 ms
RAM
29 kB of 128 kB
ROM
67 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
500 ms |
Enabled

MFCC

0.05 | 0.025 | 40

ACCURACY (KERAS)

7/28/2021, 1:54:46 PM

94%
spectr-conv2d-2bf
Show logs
PERFORMANCE
LATENCY
203 ms of 100 ms
Exceeds target by 103 ms
RAM
25 kB of 128 kB
ROM
101 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

SPECTROGRAM

0.075 | 0.075 | -32

ACCURACY (KERAS)

7/28/2021, 1:55:38 PM

Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy