Developer Relations / Coffee Machine Stages - Multi-label data - VeLO Public
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

Cortex-M7 216MHz

100 ms

340 kB

1024 kB

Filters

Status

DSP type

Model type

View

Data set

Variant

Sort

General

F1-score

Precision

Recall

66%
spectr-dense-faf
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
10 kB of 340 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
23310.3626530.73250796.8300574.850321220extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 66%

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

12/5/2023, 9:58:37 AM

62%
spectr-dense-086
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
10 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
4010.0707330.78103766.8303671.7687221323extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 62%

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

12/5/2023, 9:58:31 AM

61%
spectr-dense-e42
PERFORMANCE
LATENCY
7 ms of 100 ms
RAM
10 kB of 340 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
15010.2605120.6465779.8300266.7779431825extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 61%

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

12/5/2023, 9:56:20 AM

60%
spectr-dense-b60
PERFORMANCE
LATENCY
7 ms of 100 ms
RAM
10 kB of 340 kB
ROM
19 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
6310.125730.6785799.8400265.7685351526extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 60%

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

12/5/2023, 10:00:44 AM

60%
spectr-dense-bc8
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
7 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
2803.0327830.81607211.800269.890142217extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 60%

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

12/5/2023, 9:57:10 AM

58%
spectr-dense-c96
PERFORMANCE
LATENCY
13 ms of 100 ms
RAM
18 kB of 340 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
12710.1900001908112.8400173.8369931615extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 58%

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

12/5/2023, 10:00:46 AM

58%
spectr-dense-06c
PERFORMANCE
LATENCY
13 ms of 100 ms
RAM
18 kB of 340 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
4000.070000420806.8100179.87541001915extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 58%

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

12/5/2023, 9:50:37 AM

47%
spectr-dense-5d2
PERFORMANCE
LATENCY
13 ms of 100 ms
RAM
17 kB of 340 kB
ROM
18 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
81306.1343333.422706612.7200345.662532933extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 47%

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

12/5/2023, 9:47:37 AM

44%
spectr-dense-993
PERFORMANCE
LATENCY
8 ms of 100 ms
RAM
7 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

64

ACCURACY (KERAS)
000024130.5320695.800325.3796592471extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 44%

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

12/5/2023, 10:04:05 AM

41%
spectr-dense-ca3
PERFORMANCE
LATENCY
15 ms of 100 ms
RAM
18 kB of 340 kB
ROM
17 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
000000001513536.64413767.781734027extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 41%

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

12/5/2023, 9:57:12 AM

40%
spectr-dense-771
PERFORMANCE
LATENCY
8 ms of 100 ms
RAM
10 kB of 340 kB
ROM
16 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
500 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
2000.0400001908331.810000791001769extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 40%

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

12/5/2023, 10:00:45 AM

38%
spectr-dense-5fc
PERFORMANCE
LATENCY
9 ms of 100 ms
RAM
10 kB of 340 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
00000000190646.7400033.5811003661extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 38%

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

12/5/2023, 10:00:31 AM

38%
spectr-dense-34e
PERFORMANCE
LATENCY
13 ms of 100 ms
RAM
17 kB of 340 kB
ROM
16 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
1000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
12030.190003413519.6400345.685874342extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 38%

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

12/5/2023, 9:47:57 AM

34%
spectr-dense-bf7
PERFORMANCE
LATENCY
24 ms of 100 ms
RAM
7 kB of 340 kB
ROM
15 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

2000 ms |
2000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
0000000023116720.72000077893380extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 34%

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

12/5/2023, 10:00:59 AM

34%
spectr-dense-c17
PERFORMANCE
LATENCY
15 ms of 100 ms
RAM
18 kB of 340 kB
ROM
20 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

4000 ms |
4000 ms |
Enabled

SPECTRAL-ANALYSIS

16

ACCURACY (KERAS)
000002060.2943204413.52001150.5757603938extgriidlpumuncextgriidlpumF1
CLASSIFICATION

0.0005 | 30 | 34%

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

12/5/2023, 9:50:15 AM