| accumulate_grad_batches: 1 | |
| audio_sample_rate: 44100 | |
| binarization_args: | |
| num_workers: 0 | |
| shuffle: true | |
| binarizer_cls: preprocessing.MIDIExtractionBinarizer | |
| binary_data_dir: data/some_ds_fixmel_spk3_aug8/binary | |
| clip_grad_norm: 1 | |
| dataloader_prefetch_factor: 2 | |
| ddp_backend: nccl | |
| ds_workers: 4 | |
| finetune_ckpt_path: null | |
| finetune_enabled: false | |
| finetune_ignored_params: [] | |
| finetune_strict_shapes: true | |
| fmax: 8000 | |
| fmin: 40 | |
| freezing_enabled: false | |
| frozen_params: [] | |
| hop_size: 512 | |
| log_interval: 100 | |
| lr_scheduler_args: | |
| min_lr: 1.0e-05 | |
| scheduler_cls: lr_scheduler.scheduler.WarmupLR | |
| warmup_steps: 5000 | |
| max_batch_frames: 80000 | |
| max_batch_size: 8 | |
| max_updates: 10000000 | |
| max_val_batch_frames: 10000 | |
| max_val_batch_size: 1 | |
| midi_extractor_args: | |
| attention_drop: 0.1 | |
| attention_heads: 8 | |
| attention_heads_dim: 64 | |
| conv_drop: 0.1 | |
| dim: 512 | |
| ffn_latent_drop: 0.1 | |
| ffn_out_drop: 0.1 | |
| kernel_size: 31 | |
| lay: 8 | |
| use_lay_skip: true | |
| midi_max: 128 | |
| midi_min: 0 | |
| midi_num_bins: 256 | |
| midi_prob_deviation: 0.5 | |
| midi_shift_proportion: 0.0 | |
| midi_shift_range: | |
| - -6 | |
| - 6 | |
| model_cls: modules.model.Gmidi_conform.midi_conforms | |
| num_ckpt_keep: 5 | |
| num_sanity_val_steps: 1 | |
| num_valid_plots: 300 | |
| optimizer_args: | |
| beta1: 0.9 | |
| beta2: 0.98 | |
| lr: 0.0001 | |
| optimizer_cls: torch.optim.AdamW | |
| weight_decay: 0 | |
| pe: rmvpe | |
| pe_ckpt: pretrained/rmvpe/model.pt | |
| permanent_ckpt_interval: 40000 | |
| permanent_ckpt_start: 200000 | |
| pl_trainer_accelerator: auto | |
| pl_trainer_devices: auto | |
| pl_trainer_num_nodes: 1 | |
| pl_trainer_precision: 32-true | |
| pl_trainer_strategy: auto | |
| raw_data_dir: [] | |
| rest_threshold: 0.1 | |
| sampler_frame_count_grid: 6 | |
| seed: 114514 | |
| sort_by_len: true | |
| task_cls: training.MIDIExtractionTask | |
| test_prefixes: null | |
| train_set_name: train | |
| units_dim: 80 | |
| units_encoder: mel | |
| units_encoder_ckpt: pretrained/contentvec/checkpoint_best_legacy_500.pt | |
| use_buond_loss: true | |
| use_midi_loss: true | |
| val_check_interval: 4000 | |
| valid_set_name: valid | |
| win_size: 2048 | |