Evan / micromod-keywords 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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General

F1-score

Precision

Recall

93%
conv1d-9a6
PERFORMANCE
LATENCY
54 ms of 100 ms
RAM
39 kB of 128 kB
ROM
151 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:46:53 PM

93%
conv1d-245
PERFORMANCE
LATENCY
28 ms of 100 ms
RAM
24 kB of 128 kB
ROM
46 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:59:08 PM

92%
conv2d-e29
PERFORMANCE
LATENCY
405 ms of 100 ms
Exceeds target by 305 ms
RAM
51 kB of 128 kB
ROM
238 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:26:26 PM

92%
conv1d-e7d
PERFORMANCE
LATENCY
69 ms of 100 ms
RAM
32 kB of 128 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:47:49 PM

92%
conv2d-e05
PERFORMANCE
LATENCY
215 ms of 100 ms
Exceeds target by 115 ms
RAM
31 kB of 128 kB
ROM
60 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 11:25:51 PM

92%
conv1d-2d2
PERFORMANCE
LATENCY
40 ms of 100 ms
RAM
26 kB of 128 kB
ROM
47 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:56:04 PM

92%
conv1d-e3f
PERFORMANCE
LATENCY
28 ms of 100 ms
RAM
26 kB of 128 kB
ROM
46 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 9:43:15 PM

92%
conv1d-826
PERFORMANCE
LATENCY
25 ms of 100 ms
RAM
27 kB of 128 kB
ROM
61 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:32:45 PM

92%
conv1d-5ac
PERFORMANCE
LATENCY
30 ms of 100 ms
RAM
26 kB of 128 kB
ROM
73 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:47:43 PM

92%
conv2d-e0d
PERFORMANCE
LATENCY
155 ms of 100 ms
Exceeds target by 55 ms
RAM
31 kB of 128 kB
ROM
79 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 11:17:06 PM

91%
conv1d-ae1
PERFORMANCE
LATENCY
14 ms of 100 ms
RAM
26 kB of 128 kB
ROM
52 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:53:03 PM

91%
conv1d-583
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
25 kB of 128 kB
ROM
46 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:02:42 PM

91%
conv1d-d53
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
25 kB of 128 kB
ROM
46 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:11:22 PM

90%
conv1d-fe2
PERFORMANCE
LATENCY
17 ms of 100 ms
RAM
24 kB of 128 kB
ROM
45 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:21:09 PM

90%
conv1d-10c
PERFORMANCE
LATENCY
8 ms of 100 ms
RAM
25 kB of 128 kB
ROM
37 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

Enabled

8/24/2021, 10:56:58 PM

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