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EON Tuner

Run #2 (, finished) Run #1 (, finished)
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

Continuous motion

Renesas RA6M5 (Cortex-M33 200MHz)

100 ms

80 kB

2048 kB

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DSP type

Network type

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Data set

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General

F1-score

Precision

Recall

100%
spectr-dense-750
Show logs
PERFORMANCE
LATENCY
37 ms of 100 ms
RAM
12 kB of 512 kB
ROM
18 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

9/17/2023, 4:52:02 PM

100%
spectr-dense-b82
Show logs
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
13 kB of 512 kB
ROM
24 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 2000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

9/17/2023, 4:50:49 PM

100%
spectr-dense-c48
Show logs
PERFORMANCE
LATENCY
13 ms of 100 ms
RAM
12 kB of 512 kB
ROM
24 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 2000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

9/17/2023, 4:49:36 PM

99%
spectr-dense-f15
Show logs
PERFORMANCE
LATENCY
37 ms of 100 ms
RAM
12 kB of 512 kB
ROM
18 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 2000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

9/17/2023, 4:52:33 PM

99%
spectr-dense-130
Show logs
PERFORMANCE
LATENCY
37 ms of 100 ms
RAM
12 kB of 512 kB
ROM
16 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dropout - - 0.5

9/17/2023, 4:50:30 PM

99%
spectr-dense-d88
Show logs
PERFORMANCE
LATENCY
13 ms of 100 ms
RAM
12 kB of 512 kB
ROM
24 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

9/17/2023, 4:53:01 PM

99%
spectr-dense-cd3
Show logs
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
13 kB of 512 kB
ROM
19 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.25

9/17/2023, 4:51:49 PM

98%
spectr-dense-21e
Show logs
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

9/17/2023, 4:51:23 PM

98%
spectr-dense-012
Show logs
PERFORMANCE
LATENCY
37 ms of 100 ms
RAM
12 kB of 512 kB
ROM
18 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 2000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.5

9/17/2023, 4:50:19 PM

98%
spectr-dense-d35
Show logs
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 2000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.25

9/17/2023, 4:49:00 PM

98%
spectr-dense-8bf
Show logs
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

9/17/2023, 4:50:13 PM

98%
spectr-dense-520
Show logs
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

9/17/2023, 4:52:39 PM

97%
spectr-dense-33f
Show logs
PERFORMANCE
LATENCY
37 ms of 100 ms
RAM
12 kB of 512 kB
ROM
18 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 4000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

9/17/2023, 4:49:28 PM

96%
spectr-dense-2a6
Show logs
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 2000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dense 10 - -
dropout - - 0.5

9/17/2023, 4:49:47 PM

96%
spectr-dense-5ec
Show logs
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
INPUT

4000 ms | 4000 ms

SPECTRAL-ANALYSIS

16

ACCURACY
CLASSIFICATION

0.0005 | 30

Type Filters Kernel Rate
dense 40 - -
dense 20 - -
dropout - - 0.25

9/17/2023, 4:51:29 PM

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