Emmanuel Angarita / RockPaperScissors_Demo Public
Target: Cortex-M7 216MHz 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

Test

Cortex-M7 216MHz

100 ms

340 kB

1024 kB

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F1-score

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Run #1 - Test (Jul 14 2024, 23:36:43, finished)
raw-dense-d77
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
20 kB of 340 kB
ROM
89 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 3%

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

7/14/2024, 11:58:11 PM

35%
raw-dense-26e
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
20 kB of 340 kB
ROM
163 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 35%

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

7/14/2024, 11:52:21 PM

35%
raw-dense-23e
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
20 kB of 340 kB
ROM
163 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 35%

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

7/14/2024, 11:52:23 PM

29%
raw-dense-0bf
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
20 kB of 340 kB
ROM
88 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 29%

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

7/14/2024, 11:58:13 PM

29%
raw-dense-fcf
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
20 kB of 340 kB
ROM
162 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 29%

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

7/14/2024, 11:49:17 PM

26%
raw-dense-81d
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
20 kB of 340 kB
ROM
162 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 26%

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

7/14/2024, 11:49:32 PM

24%
raw-dense-0e7
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
20 kB of 340 kB
ROM
88 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 24%

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

7/14/2024, 11:55:19 PM

6%
raw-dense-b95
PERFORMANCE
LATENCY
1 ms of 100 ms
RAM
20 kB of 340 kB
ROM
89 kB of 1024 kB
DSP NN Unused
TIME-SERIES INPUT

1000 ms |
1000 ms |
Enabled

RAW

1

ACCURACY (KERAS)
CLASSIFICATION

0.0005 | 30 | 6%

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

7/14/2024, 11:55:17 PM

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