neural-amp-modeler

Neural network emulator for guitar amplifiers
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demonet.json (1291B)

      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": "WaveNet",
      8         "config": {
      9             "layers_configs": [
     10                 {
     11                     "input_size": 1,
     12                     "condition_size": 1,
     13                     "channels": 8,
     14                     "head_size": 4,
     15                     "kernel_size": 3,
     16                     "dilations": [1, 2, 4, 8, 16, 32, 64],
     17                     "activation": "Tanh",
     18                     "gated": false,
     19                     "head_bias": false
     20                 },
     21                 {
     22                     "condition_size": 1,
     23                     "input_size": 8,
     24                     "channels": 4,
     25                     "head_size": 1,
     26                     "kernel_size": 3,
     27                     "dilations": [128, 256, 512, 1, 2, 4, 8, 16, 32, 64, 128, 256, 512],
     28                     "activation": "Tanh",
     29                     "gated": false,
     30                     "head_bias": true
     31                 }
     32             ],
     33             "head_scale": 0.02
     34         }
     35     },
     36     "optimizer": {
     37         "lr": 0.004
     38     },
     39     "lr_scheduler": {
     40         "class": "ExponentialLR",
     41         "kwargs": {
     42             "gamma": 0.993
     43         }
     44     }
     45 }