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| codec_ckpt: ./models/spotdl/codec.pth | |
| save_path: ckpt | |
| max_epochs: 1000 | |
| epoch_length: 1000 | |
| save_audio_epochs: 2 | |
| val_idx: [0,1,2,3,4,5,6,7,8,9] | |
| prefix_amt: 0.0 | |
| suffix_amt: 0.0 | |
| prefix_dropout: 0.1 | |
| suffix_dropout: 0.1 | |
| batch_size: 8 | |
| num_workers: 10 | |
| # Optimization | |
| detect_anomaly: false | |
| amp: false | |
| CrossEntropyLoss.label_smoothing: 0.1 | |
| AdamW.lr: 0.001 | |
| NoamScheduler.factor: 2.0 | |
| NoamScheduler.warmup: 10000 | |
| PitchShift.shift_amount: [const, 0] | |
| PitchShift.prob: 0.0 | |
| VampNet.vocab_size: 1024 | |
| VampNet.n_codebooks: 4 | |
| VampNet.n_conditioning_codebooks: 0 | |
| VampNet.r_cond_dim: 0 | |
| VampNet.noise_mode: mask | |
| VampNet.embedding_dim: 1280 | |
| VampNet.n_layers: 20 | |
| VampNet.n_heads: 20 | |
| VampNet.flash_attn: false | |
| VampNet.dropout: 0.1 | |
| AudioLoader.relative_path: /data/ | |
| AudioDataset.loudness_cutoff: -30.0 | |
| AudioDataset.without_replacement: true | |
| AudioLoader.shuffle: true | |
| AudioDataset.duration: 10.0 | |
| train/AudioDataset.n_examples: 10000000 | |
| train/AudioLoader.sources: | |
| - /data/spotdl/audio/train | |
| val/AudioDataset.n_examples: 2000 | |
| val/AudioLoader.sources: | |
| - /data/spotdl/audio/val | |
| test/AudioDataset.n_examples: 1000 | |
| test/AudioLoader.sources: | |
| - /data/spotdl/audio/test | |