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Test if we should reduce learning rate #548

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Karlo-Emilo opened this issue Nov 1, 2024 · 2 comments
Open

Test if we should reduce learning rate #548

Karlo-Emilo opened this issue Nov 1, 2024 · 2 comments
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@Karlo-Emilo
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From micro:bit: "We have reduced the learning rate and that’s resolved an issue we saw when going above 5 classes where models got rapidly worse. This has given us some really great results with ~8 data samples for each class"

@r59q
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r59q commented Jan 21, 2025

The learning rate is adjustable. I believe we can easily reduce the default learning rate, given how quickly the value converges.

Which version should these apply to, is a new feature? I.e features.json value

@r59q r59q added this to the v3.4.0 milestone Feb 4, 2025
@r59q r59q removed the needs input label Feb 4, 2025
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r59q commented Feb 4, 2025

Make 0.1 the default learning rate

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