models/musicnet/args.json

{
  "args": {
    "epochs": 10000,
    "seed": 1,
    "expName": "new_datasets_ddp_parallel",
    "data": [
      "\\private\\home\\adampolyak\\datasets\\musicnet\\preprocessed\\Bach_Solo_Cello",
      "\\private\\home\\adampolyak\\datasets\\musicnet\\preprocessed\\Beethoven_Solo_Piano",
      "\\private\\home\\adampolyak\\datasets\\musicnet\\preprocessed\\Cambini_Wind_Quintet",
      "\\private\\home\\adampolyak\\datasets\\musicnet\\preprocessed\\Bach_Solo_Piano",
      "\\private\\home\\adampolyak\\datasets\\musicnet\\preprocessed\\Beethoven_Accompanied_Violin",
      "\\private\\home\\adampolyak\\datasets\\musicnet\\preprocessed\\Beethoven_String_Quartet"
    ],
    "checkpoint": "",
    "load_optimizer": false,
    "per_epoch": false,
    "world_size": 6,
    "dist_url": "env://",
    "dist_backend": "nccl",
    "seq_len": 12000,
    "epoch_len": 1000,
    "batch_size": 32,
    "num_workers": 5,
    "data_aug": true,
    "magnitude": 0.5,
    "lr": 0.001,
    "lr_decay": 0.995,
    "short": false,
    "h5_dataset_name": "wav",
    "latent_d": 64,
    "repeat_num": 6,
    "encoder_channels": 128,
    "encoder_blocks": 3,
    "encoder_pool": 800,
    "encoder_final_kernel_size": 1,
    "encoder_layers": 10,
    "encoder_func": "relu",
    "blocks": 4,
    "layers": 14,
    "kernel_size": 2,
    "residual_channels": 128,
    "skip_channels": 128,
    "d_layers": 3,
    "d_channels": 100,
    "d_cond": 1024,
    "d_lambda": 0.01,
    "p_dropout_discriminator": 0.0,
    "grad_clip": 1.0,
    "distributed": true,
    "is_master": true,
    "rank": 0,
    "n_datasets": 6
  },
  "epoch": 263
}