copies to try matxa-hf
Browse files- config.yaml +129 -0
- pytorch_model.bin +3 -0
config.yaml
ADDED
@@ -0,0 +1,129 @@
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task_name: train
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run_name: ljspeech
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tags:
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- ljspeech
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train: true
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test: true
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ckpt_path: null
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seed: 1234
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data:
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_target_: matcha.data.text_mel_datamodule.TextMelDataModule
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name: ljspeech
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train_filelist_path: data/LJSpeech-1.1/train.txt
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valid_filelist_path: data/LJSpeech-1.1/val.txt
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batch_size: 32
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num_workers: 20
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pin_memory: true
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cleaners:
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- english_cleaners2
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add_blank: true
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n_spks: 1
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n_fft: 1024
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n_feats: 80
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sample_rate: 22050
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hop_length: 256
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win_length: 1024
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f_min: 0
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f_max: 8000
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data_statistics:
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mel_mean: -5.536622
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mel_std: 2.116101
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seed: ${seed}
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load_durations: false
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model:
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_target_: matcha.models.matcha_tts.MatchaTTS
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n_vocab: 178
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n_spks: ${data.n_spks}
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spk_emb_dim: 64
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n_feats: 80
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data_statistics: ${data.data_statistics}
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out_size: null
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prior_loss: true
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use_precomputed_durations: ${data.load_durations}
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encoder:
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encoder_type: RoPE Encoder
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encoder_params:
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n_feats: ${model.n_feats}
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n_channels: 192
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filter_channels: 768
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filter_channels_dp: 256
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n_heads: 2
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n_layers: 6
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kernel_size: 3
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p_dropout: 0.1
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spk_emb_dim: 64
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n_spks: 1
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prenet: true
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duration_predictor_params:
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filter_channels_dp: ${model.encoder.encoder_params.filter_channels_dp}
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kernel_size: 3
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p_dropout: ${model.encoder.encoder_params.p_dropout}
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decoder:
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channels:
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- 256
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- 256
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dropout: 0.05
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attention_head_dim: 64
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n_blocks: 1
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num_mid_blocks: 2
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num_heads: 2
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act_fn: snakebeta
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cfm:
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name: CFM
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solver: euler
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sigma_min: 0.0001
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optimizer:
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_target_: torch.optim.Adam
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_partial_: true
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lr: 0.0001
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weight_decay: 0.0
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callbacks:
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model_checkpoint:
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_target_: lightning.pytorch.callbacks.ModelCheckpoint
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dirpath: ${paths.output_dir}/checkpoints
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filename: checkpoint_{epoch:03d}
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monitor: epoch
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verbose: false
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save_last: true
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save_top_k: 10
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mode: max
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auto_insert_metric_name: true
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save_weights_only: false
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every_n_train_steps: null
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train_time_interval: null
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every_n_epochs: 100
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save_on_train_epoch_end: null
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model_summary:
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_target_: lightning.pytorch.callbacks.RichModelSummary
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max_depth: 3
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rich_progress_bar:
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_target_: lightning.pytorch.callbacks.RichProgressBar
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logger:
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tensorboard:
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_target_: lightning.pytorch.loggers.tensorboard.TensorBoardLogger
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save_dir: ${paths.output_dir}/tensorboard/
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name: null
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log_graph: false
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default_hp_metric: true
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prefix: ''
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trainer:
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_target_: lightning.pytorch.trainer.Trainer
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default_root_dir: ${paths.output_dir}
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max_epochs: -1
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accelerator: gpu
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devices:
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- 0
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precision: 16-mixed
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check_val_every_n_epoch: 1
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deterministic: false
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gradient_clip_val: 5.0
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paths:
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root_dir: ${oc.env:PROJECT_ROOT}
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data_dir: ${paths.root_dir}/data/
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log_dir: ${paths.root_dir}/logs/
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output_dir: ${hydra:runtime.output_dir}
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work_dir: ${hydra:runtime.cwd}
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extras:
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ignore_warnings: false
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enforce_tags: true
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print_config: true
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pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:284eb05eb7e8339ede808586d0bf3befa6fa81e23f68ffcaeae71d4c9081fa23
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size 218839944
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