Dhruv Sheth / Wildlife Audio Threat Detection 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-8af
PERFORMANCE
LATENCY
65 ms of 100 ms
RAM
29 kB of 128 kB
ROM
36 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:09:33 AM

100%
conv2d-17c
PERFORMANCE
LATENCY
558 ms of 100 ms
Exceeds target by 458 ms
RAM
42 kB of 128 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:11:29 AM

100%
conv2d-3a8
PERFORMANCE
LATENCY
292 ms of 100 ms
Exceeds target by 192 ms
RAM
50 kB of 128 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:11:34 AM

100%
conv2d-9da
PERFORMANCE
LATENCY
340 ms of 100 ms
Exceeds target by 240 ms
RAM
50 kB of 128 kB
ROM
193 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:13:27 AM

100%
conv1d-480
PERFORMANCE
LATENCY
45 ms of 100 ms
RAM
52 kB of 128 kB
ROM
193 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:13:20 AM

100%
conv2d-eaa
PERFORMANCE
LATENCY
309 ms of 100 ms
Exceeds target by 209 ms
RAM
48 kB of 128 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:15:53 AM

100%
conv1d-104
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
51 kB of 128 kB
ROM
43 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:15:49 AM

100%
conv2d-931
PERFORMANCE
LATENCY
279 ms of 100 ms
Exceeds target by 179 ms
RAM
26 kB of 128 kB
ROM
63 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:16:53 AM

100%
conv1d-010
PERFORMANCE
LATENCY
63 ms of 100 ms
RAM
41 kB of 128 kB
ROM
63 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:16:50 AM

88%
conv1d-188
PERFORMANCE
LATENCY
58 ms of 100 ms
RAM
29 kB of 128 kB
ROM
71 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:12:17 AM

88%
conv1d-065
PERFORMANCE
LATENCY
47 ms of 100 ms
RAM
34 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:12:51 AM

88%
conv2d-c91
PERFORMANCE
LATENCY
218 ms of 100 ms
Exceeds target by 118 ms
RAM
30 kB of 128 kB
ROM
75 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:15:16 AM

80%
conv1d-7f2
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
52 kB of 128 kB
ROM
61 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:09:27 AM

80%
conv2d-44c
PERFORMANCE
LATENCY
314 ms of 100 ms
Exceeds target by 214 ms
RAM
122 kB of 128 kB
ROM
78 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:15:29 AM

80%
conv2d-6b0
PERFORMANCE
LATENCY
375 ms of 100 ms
Exceeds target by 275 ms
RAM
28 kB of 128 kB
ROM
63 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

7/26/2021, 9:16:57 AM

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