Edge Impulse Inc. / PhysioNet ECG Dataset - FFT Public
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Target

No name set

Continuous motion

MacBook Pro 16" 2020 (Intel Core i9 2.4GHz)

1000 ms

4096 kB

4096 kB

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General

F1-score

Precision

Recall

87%
spectr-dense-7f5
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
10 kB of 4194304 kB
ROM
16 kB of 536870912 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 - - 0.25

3/29/2023, 9:51:28 AM

85%
spectr-dense-237
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
11 kB of 4194304 kB
ROM
16 kB of 536870912 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 - -
dense 10 - -
dropout - - 0.5

3/29/2023, 9:53:39 AM

83%
spectr-dense-993
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
11 kB of 4194304 kB
ROM
15 kB of 536870912 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

3/29/2023, 9:56:17 AM

83%
spectr-dense-4b4
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
11 kB of 4194304 kB
ROM
16 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 4000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 10:02:09 AM

80%
raw-dense-eb4
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
12 kB of 4194304 kB
ROM
92 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 9:43:27 AM

79%
raw-dense-229
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
11 kB of 4194304 kB
ROM
53 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 9:45:54 AM

78%
raw-dense-504
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
12 kB of 4194304 kB
ROM
93 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 9:49:48 AM

78%
raw-dense-6c0
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
12 kB of 4194304 kB
ROM
93 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 10:03:51 AM

78%
spectr-dense-eb3
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
10 kB of 4194304 kB
ROM
14 kB of 536870912 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

3/29/2023, 9:58:47 AM

78%
raw-dense-d8a
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
11 kB of 4194304 kB
ROM
53 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 9:53:40 AM

78%
spectr-dense-b23
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
11 kB of 4194304 kB
ROM
15 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 4000 ms

SPECTRAL-ANALYSIS

64

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 9:42:59 AM

76%
raw-dense-f7b
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
12 kB of 4194304 kB
ROM
53 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 1000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 9:40:12 AM

74%
spectr-dense-991
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
26 kB of 4194304 kB
ROM
15 kB of 536870912 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 - -
dense 5 - -
dropout - - 0.5

3/29/2023, 10:02:45 AM

74%
raw-dense-e60
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
11 kB of 4194304 kB
ROM
53 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 4000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 9:59:22 AM

73%
raw-dense-5d0
Show logs
PERFORMANCE
LATENCY
1 ms of 1000 ms
RAM
12 kB of 4194304 kB
ROM
93 kB of 536870912 kB
DSP NN Unused
INPUT

4000 ms | 4000 ms

RAW

ACCURACY
CLASSIFICATION

0.0005 | 30

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

3/29/2023, 9:47:03 AM

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