neural-amp-modeler

Neural network emulator for guitar amplifiers
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convnet.json (732B)

      1 {
      2     "_notes": [
      3         "Dev note: Ensure that tests/test_bin/test_train/test_main.py's data is ",
      4         "representative of this!"
      5     ],
      6     "net": {
      7         "name": "ConvNet",
      8         "config": {
      9             "channels": 16,
     10             "dilations": [1,2,4,8,16,32,64,128,256,512,1024,2048,1,2,4,8,16,32,64,128,256,512,1024,2048],
     11             "batchnorm": true,
     12             "activation": "Tanh"
     13         }
     14     },
     15     "optimizer": {
     16         "lr": 0.003
     17     },
     18     "lr_scheduler": {
     19         "class": "ReduceLROnPlateau",
     20         "kwargs": {
     21             "factor": 0.5,
     22             "patience": 50,
     23             "cooldown": 50,
     24             "min_lr": 1.0e-5,
     25             "verbose": true
     26         },
     27         "monitor": "val_loss"
     28     }
     29 }