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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=19.json.1u42lanb

ID: 1013217777

Label: 19

Sample length: 2s

freezertemprampup.t=48.json.1u42las4

ID: 1013217757

Label: 48

Sample length: 2s

freezertemprampup.t=3.json.1u42las3

ID: 1013217766

Label: 3

Sample length: 2s

freezertemprampup.t=47.json.1u42lanh

ID: 1013217771

Label: 47

Sample length: 2s

freezertemprampup.t=10.json.1u42lan3

ID: 1013217789

Label: 10

Sample length: 2s

freezertemprampup.t=33.json.1u42lan2

ID: 1013217794

Label: 33

Sample length: 2s

freezertemprampup.t=23.json.1u42lan3

ID: 1013217780

Label: 23

Sample length: 2s

freezertemprampup.t=40.json.1u42lanb

ID: 1013217786

Label: 40

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	26,790
No. of clones	139