| 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: tools/SOME_weights/rmvpe.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 |
|
|
