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| codec_ckpt: ./models/vampnet/codec.pth | |
| save_path: ckpt | |
| num_iters: 1000000000 | |
| save_iters: [10000, 50000, 100000, 300000, 500000] | |
| val_idx: [0,1,2,3,4,5,6,7,8,9] | |
| sample_freq: 10000 | |
| val_freq: 1000 | |
| batch_size: 8 | |
| num_workers: 10 | |
| # Optimization | |
| amp: false | |
| CrossEntropyLoss.label_smoothing: 0.1 | |
| AdamW.lr: 0.001 | |
| NoamScheduler.factor: 2.0 | |
| NoamScheduler.warmup: 10000 | |
| 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: | |
| - /media/CHONK/hugo/spotdl/audio-train | |
| val/AudioDataset.n_examples: 2000 | |
| val/AudioLoader.sources: | |
| - /media/CHONK/hugo/spotdl/audio-val | |