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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=59.json.1u42laio

ID: 1013217801

Label: 59

Sample length: 2s

freezertemprampup.t=10.json.1u42lan3

ID: 1013217789

Label: 10

Sample length: 2s

freezertemprampup.t=56.json.1u42laip

ID: 1013217798

Label: 56

Sample length: 2s

freezertemprampup.t=53.json.1u42lan3

ID: 1013217793

Label: 53

Sample length: 2s

freezertemprampup.t=39.json.1u42laio

ID: 1013217795

Label: 39

Sample length: 2s

freezertemprampup.t=34.json.1u42lanl

ID: 1013217774

Label: 34

Sample length: 2s

freezertemprampup.t=26.json.1u42lanb

ID: 1013217783

Label: 26

Sample length: 2s

freezertemprampup.t=20.json.1u42lanh

ID: 1013217768

Label: 20

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	34,555
No. of clones	149