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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=30.json.1u42las3

ID: 1013217763

Label: 30

Sample length: 2s

freezertemprampup.t=20.json.1u42lanh

ID: 1013217768

Label: 20

Sample length: 2s

freezertemprampup.t=3.json.1u42las3

ID: 1013217766

Label: 3

Sample length: 2s

freezertemprampup.t=60.json.1u42las4

ID: 1013217765

Label: 60

Sample length: 2s

freezertemprampup.t=51.json.1u42lanj

ID: 1013217782

Label: 51

Sample length: 2s

freezertemprampup.t=15.json.1u42las3

ID: 1013217759

Label: 15

Sample length: 2s

freezertemprampup.t=46.json.1u42las3

ID: 1013217747

Label: 46

Sample length: 2s

freezertemprampup.t=27.json.1u42lain

ID: 1013217742

Label: 27

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	36,401
No. of clones	149