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Tutorial: temperature regression

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Data (77 samples)

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freezertemprampup.t=9.json.1u42laip

ID: 1013217796

Label: 9

Sample length: 2s

freezertemprampup.t=15.json.1u42las3

ID: 1013217759

Label: 15

Sample length: 2s

freezertemprampup.t=48.json.1u42las4

ID: 1013217757

Label: 48

Sample length: 2s

freezertemprampup.t=46.json.1u42las3

ID: 1013217747

Label: 46

Sample length: 2s

freezertemprampup.t=25.json.1u42las3

ID: 1013217749

Label: 25

Sample length: 2s

freezertemprampup.t=60.json.1u42las4

ID: 1013217765

Label: 60

Sample length: 2s

freezertemprampup.t=56.json.1u42laip

ID: 1013217798

Label: 56

Sample length: 2s

freezertemprampup.t=19.json.1u42lanb

ID: 1013217777

Label: 19

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

Test set

94.1%

On-device performance (Synaptics KA10000, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.2K

Flash usage

10.9K

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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	46,360
No. of clones	175