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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=28.json.1u42las3

ID: 1013217746

Label: 28

Sample length: 2s

freezertemprampup.t=21.json.1u42lan2

ID: 1013217790

Label: 21

Sample length: 2s

freezertemprampup.t=1.json.1u42lail

ID: 1013217799

Label: 1

Sample length: 2s

freezertemprampup.t=12.json.1u42las7

ID: 1013217743

Label: 12

Sample length: 2s

freezertemprampup.t=36.json.1u42lang

ID: 1013217784

Label: 36

Sample length: 2s

freezertemprampup.t=22.json.1u42las3

ID: 1013217750

Label: 22

Sample length: 2s

freezertemprampup.t=15.json.1u42las3

ID: 1013217759

Label: 15

Sample length: 2s

freezertemprampup.t=24.json.1u42lan2

ID: 1013217792

Label: 24

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

Test set

On-device performance (Synaptics KA10000, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.2K

Flash usage

10.9K

Run this model

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Dataset summary

Data collected

2m 35s

Sensor

temp @ 4Hz

Labels

1 .. 60

Project info

Project ID	17972
Project version	4
License	BSD 3-Clause Clear
No. of views	37,155
No. of clones	149