Edge Impulse Experts / ei-brickml-demo-3d-printing Public
Target: Renesas RA6M5 (Cortex-M33 200MHz) Clone this project
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Target

No name set

Renesas RA6M5 (Cortex-M33 200MHz)

100 ms

512 kB

2048 kB

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General

F1-score

Precision

Recall

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

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
1002010950.97001001030idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 99%

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

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

99%
spectr-dense-750
PERFORMANCE
LATENCY
37 ms of 100 ms
RAM
12 kB of 512 kB
ROM
18 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
10070.980930.96001001000idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 99%

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

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

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

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
9990.970900.95001001120idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 99%

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

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

98%
spectr-dense-c48
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
12 kB of 512 kB
ROM
24 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
9500.972930.95001001370idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 98%

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

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

97%
spectr-dense-f15
PERFORMANCE
LATENCY
37 ms of 100 ms
RAM
12 kB of 512 kB
ROM
18 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
9230.950900.95001001870idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 97%

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

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

97%
spectr-dense-b82
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
13 kB of 512 kB
ROM
24 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
8500.9221000.980010011400idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 97%

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

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

95%
spectr-dense-012
PERFORMANCE
LATENCY
37 ms of 100 ms
RAM
12 kB of 512 kB
ROM
18 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
9570.960690.820010015240idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 95%

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

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

95%
spectr-dense-520
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
93140.931710.820010016160idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 95%

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

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

95%
spectr-dense-21e
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
90140.915760.810010015100idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 95%

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

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

95%
spectr-dense-8bf
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
92190.923690.790010015120idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 95%

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

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

92%
spectr-dense-d35
PERFORMANCE
LATENCY
11 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
80140.857720.7800100114140idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 92%

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

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

91%
spectr-dense-6d6
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
16 kB of 512 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
91400.870380.550010019220idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 91%

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

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

90%
spectr-dense-2a6
PERFORMANCE
LATENCY
10 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
88170.92380.5400100110450idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 90%

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

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

90%
spectr-dense-5ec
PERFORMANCE
LATENCY
10 ms of 100 ms
RAM
15 kB of 512 kB
ROM
22 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
8370.893470.6100100113470idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 90%

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

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

90%
spectr-dense-e39
PERFORMANCE
LATENCY
12 ms of 100 ms
RAM
16 kB of 512 kB
ROM
19 kB of 2048 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
93480.860210.340010017310idloffpriuncidloffpriF1
CLASSIFICATION

0.0005 | 30 | 90%

Type Filters Kernel Rate
dense 20 - -
dense 10 - -
dense 5 - -
dropout - - 0.5

9/17/2023, 4:50:05 PM

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