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 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

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

Enabled

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

100%
conv2d-949
PERFORMANCE
LATENCY
267 ms of 100 ms
Exceeds target by 167 ms
RAM
37 kB of 128 kB
ROM
59 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

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

Enabled

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

100%
conv1d-4f5
PERFORMANCE
LATENCY
121 ms of 100 ms
Exceeds target by 21 ms
RAM
40 kB of 128 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

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

Enabled

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

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

Enabled

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

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

Enabled

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

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

Enabled

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

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

Enabled

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

99%
conv2d-737
PERFORMANCE
LATENCY
97 ms of 100 ms
RAM
30 kB of 128 kB
ROM
113 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

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

Enabled

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

98%
conv1d-81a
PERFORMANCE
LATENCY
129 ms of 100 ms
Exceeds target by 29 ms
RAM
44 kB of 128 kB
ROM
169 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

96%
conv2d-6f8
PERFORMANCE
LATENCY
164 ms of 100 ms
Exceeds target by 64 ms
RAM
35 kB of 128 kB
ROM
74 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

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

Enabled

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

94%
conv2d-2bf
PERFORMANCE
LATENCY
174 ms of 100 ms
Exceeds target by 74 ms
RAM
25 kB of 128 kB
ROM
101 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

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

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