Using both Learning Rate Warmup and Learning Rate Decay Schedule in PyTorch

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  • pytorch_warmup

    Learning Rate Warmup in PyTorch

  • I’m currently using this for learning rate warmup, specifically the LinearWarmup(). So this simply ramps up from 0 to max_lr over a given number of steps.

  • iamusica_training

    ONSETS&VELOCITIES real-time piano detection - PyTorch training [EUSIPCO2023]

  • Here is an implementation i made to allow for that kind of flexibility, hope it helps! https://github.com/andres-fr/iamusica_training/blob/master/ov_piano/optimizers.py

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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