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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=32.json.1u42lain

ID: 1013217797

Label: 32

Sample length: 2s

freezertemprampup.t=18.json.1u42lan2

ID: 1013217787

Label: 18

Sample length: 2s

freezertemprampup.t=49.json.1u42lanf

ID: 1013217781

Label: 49

Sample length: 2s

freezertemprampup.t=19.json.1u42lanb

ID: 1013217777

Label: 19

Sample length: 2s

freezertemprampup.t=15.json.1u42las3

ID: 1013217759

Label: 15

Sample length: 2s

freezertemprampup.t=54.json.1u42lanb

ID: 1013217788

Label: 54

Sample length: 2s

freezertemprampup.t=22.json.1u42las3

ID: 1013217750

Label: 22

Sample length: 2s

freezertemprampup.t=2.json.1u42las4

ID: 1013217753

Label: 2

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	37,916
No. of clones	150