Add hparams.yaml for training reproducibility

hparams.yaml

@@ -0,0 +1,122 @@
+accelerator: gpu
+accumulate_grad_batches: null
+amp_backend: null
+amp_level: null
+auto_lr_find: false
+auto_scale_batch_size: false
+auto_select_gpus: null
+batch_size: 8
+benchmark: null
+betas: !!python/tuple
+- 0.8
+- 0.99
+c_kl: 1.0
+c_mel: 45
+channels: 1
+check_val_every_n_epoch: 1
+checkpoint_epochs: 10
+dataset:
+- !!python/object/apply:pathlib.PosixPath
+  - /home/blacku/Projekt Orion/training/
+  - dataset.jsonl
+dataset_dir: &id001 !!python/object/apply:pathlib.PosixPath
+- /home/blacku/Projekt Orion/training/
+default_root_dir: *id001
+detect_anomaly: false
+devices: '1'
+enable_checkpointing: true
+enable_model_summary: true
+enable_progress_bar: true
+eps: 1.0e-09
+fast_dev_run: false
+filter_channels: 768
+filter_length: 1024
+gin_channels: 0
+gpus: null
+grad_clip: null
+gradient_clip_algorithm: null
+gradient_clip_val: null
+hidden_channels: 192
+hop_length: 256
+inference_mode: true
+init_lr_ratio: 1.0
+inter_channels: 192
+ipus: null
+kernel_size: 3
+learning_rate: 0.0002
+limit_predict_batches: null
+limit_test_batches: null
+limit_train_batches: 40
+limit_val_batches: null
+log_every_n_steps: 50
+logger: true
+lr_decay: 0.999875
+max_epochs: 6000
+max_phoneme_ids: null
+max_steps: -1
+max_time: null
+mel_channels: 80
+mel_fmax: null
+mel_fmin: 0.0
+min_epochs: null
+min_steps: null
+move_metrics_to_cpu: false
+multiple_trainloader_mode: max_size_cycle
+n_heads: 2
+n_layers: 6
+n_layers_q: 3
+num_nodes: 1
+num_processes: null
+num_sanity_val_steps: 2
+num_speakers: 1
+num_symbols: 256
+num_test_examples: 0
+num_workers: 1
+overfit_batches: 0.0
+p_dropout: 0.1
+plugins: null
+precision: 32
+profiler: null
+quality: medium
+reload_dataloaders_every_n_epochs: 0
+replace_sampler_ddp: true
+resblock: '2'
+resblock_dilation_sizes: !!python/tuple
+- !!python/tuple
+  - 1
+  - 2
+- !!python/tuple
+  - 2
+  - 6
+- !!python/tuple
+  - 3
+  - 12
+resblock_kernel_sizes: !!python/tuple
+- 3
+- 5
+- 7
+resume_from_checkpoint: /home/blacku/Projekt Orion/training/lightning_logs/diuna/checkpoints/epoch=5959-step=1538360.ckpt
+resume_from_single_speaker_checkpoint: null
+sample_bytes: 2
+sample_rate: 22050
+seed: 1234
+segment_size: 8192
+strategy: null
+sync_batchnorm: false
+tpu_cores: null
+track_grad_norm: -1
+upsample_initial_channel: 256
+upsample_kernel_sizes: !!python/tuple
+- 16
+- 16
+- 8
+upsample_rates: !!python/tuple
+- 8
+- 8
+- 4
+use_sdp: true
+use_spectral_norm: false
+val_check_interval: null
+validation_split: 0.0
+warmup_epochs: 0
+win_length: 1024