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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=20.json.1u42lanh

ID: 1013217768

Label: 20

Sample length: 2s

freezertemprampup.t=2.json.1u42las4

ID: 1013217753

Label: 2

Sample length: 2s

freezertemprampup.t=49.json.1u42lanf

ID: 1013217781

Label: 49

Sample length: 2s

freezertemprampup.t=53.json.1u42lan3

ID: 1013217793

Label: 53

Sample length: 2s

freezertemprampup.t=23.json.1u42lan3

ID: 1013217780

Label: 23

Sample length: 2s

freezertemprampup.t=24.json.1u42lan2

ID: 1013217792

Label: 24

Sample length: 2s

freezertemprampup.t=6.json.1u42lanl

ID: 1013217778

Label: 6

Sample length: 2s

freezertemprampup.t=1.json.1u42lail

ID: 1013217799

Label: 1

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	29,857
No. of clones	144