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Support intermediate insights and controls for synthesizer training #2402

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srinify opened this issue Feb 28, 2025 · 0 comments
Open

Support intermediate insights and controls for synthesizer training #2402

srinify opened this issue Feb 28, 2025 · 0 comments
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feature: modeling Related to training the model itself feature request Request for a new feature

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@srinify
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srinify commented Feb 28, 2025

Problem Description

SDV users want to be able to interact more with the synthesizer training process. Additional controls include being able to:

  • track and analyze model metrics they care about
  • export intermediate model state at different intervals during training
  • stop model training early if desirable metrics are achieved

These can help users compare and identify the best models and reduce model training time.

Additional context

Related issues have been combined into this one:
@srinify srinify added feature request Request for a new feature feature: modeling Related to training the model itself labels Feb 28, 2025
This was referenced Feb 28, 2025
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feature: modeling Related to training the model itself feature request Request for a new feature
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