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runs/2024-09-13_22-38-35/.hydra/config.yaml

@@ -0,0 +1,127 @@
+task_name: train
+run_name: merged_ja004_ja005
+tags:
+- merged_ja004_ja005
+train: true
+test: true
+ckpt_path: /root/.local/share/matcha_tts/matcha_ljspeech.ckpt
+seed: 1234
+data:
+ _target_: matcha.data.text_mel_datamodule.TextMelDataModule
+ name: ja006
+ train_filelist_path: datas/merged_ja004_ja005/train.txt
+ valid_filelist_path: datas/merged_ja004_ja005/valid.txt
+ batch_size: 80
+ num_workers: 1
+ pin_memory: true
+ cleaners:
+ - basic_cleaners2
+ add_blank: true
+ n_spks: 1
+ n_fft: 1024
+ n_feats: 80
+ sample_rate: 22050
+ hop_length: 256
+ win_length: 1024
+ f_min: 0
+ f_max: 8000
+ data_statistics:
+ mel_mean: -5.794878959655762
+ mel_std: 2.2488205432891846
+ seed: 3000
+model:
+ _target_: matcha.models.matcha_tts.MatchaTTS
+ n_vocab: 178
+ n_spks: ${data.n_spks}
+ spk_emb_dim: 64
+ n_feats: 80
+ data_statistics: ${data.data_statistics}
+ out_size: null
+ prior_loss: true
+ encoder:
+ encoder_type: RoPE Encoder
+ encoder_params:
+ n_feats: ${model.n_feats}
+ n_channels: 192
+ filter_channels: 768
+ filter_channels_dp: 256
+ n_heads: 2
+ n_layers: 6
+ kernel_size: 3
+ p_dropout: 0.1
+ spk_emb_dim: 64
+ n_spks: 1
+ prenet: true
+ duration_predictor_params:
+ filter_channels_dp: ${model.encoder.encoder_params.filter_channels_dp}
+ kernel_size: 3
+ p_dropout: ${model.encoder.encoder_params.p_dropout}
+ decoder:
+ channels:
+ - 256
+ - 256
+ dropout: 0.05
+ attention_head_dim: 64
+ n_blocks: 1
+ num_mid_blocks: 2
+ num_heads: 2
+ act_fn: snakebeta
+ cfm:
+ name: CFM
+ solver: euler
+ sigma_min: 0.0001
+ optimizer:
+ _target_: torch.optim.Adam
+ _partial_: true
+ lr: 0.0001
+ weight_decay: 0.0
+callbacks:
+ model_checkpoint:
+ _target_: lightning.pytorch.callbacks.ModelCheckpoint
+ dirpath: ${paths.output_dir}/checkpoints
+ filename: checkpoint_{epoch:03d}
+ monitor: epoch
+ verbose: false
+ save_last: true
+ save_top_k: 25
+ mode: max
+ auto_insert_metric_name: true
+ save_weights_only: false
+ every_n_train_steps: null
+ train_time_interval: null
+ every_n_epochs: 10
+ save_on_train_epoch_end: null
+ model_summary:
+ _target_: lightning.pytorch.callbacks.RichModelSummary
+ max_depth: 3
+ rich_progress_bar:
+ _target_: lightning.pytorch.callbacks.RichProgressBar
+logger:
+ tensorboard:
+ _target_: lightning.pytorch.loggers.tensorboard.TensorBoardLogger
+ save_dir: ${paths.output_dir}/tensorboard/
+ name: null
+ log_graph: false
+ default_hp_metric: true
+ prefix: ''
+trainer:
+ _target_: lightning.pytorch.trainer.Trainer
+ default_root_dir: ${paths.output_dir}
+ max_epochs: -1
+ accelerator: gpu
+ devices:
+ - 0
+ precision: 16-mixed
+ check_val_every_n_epoch: 1
+ deterministic: false
+ gradient_clip_val: 5.0
+paths:
+ root_dir: ${oc.env:PROJECT_ROOT}
+ data_dir: ${paths.root_dir}/data/
+ log_dir: ${paths.root_dir}/logs/
+ output_dir: ${hydra:runtime.output_dir}
+ work_dir: ${hydra:runtime.cwd}
+extras:
+ ignore_warnings: false
+ enforce_tags: true
+ print_config: true

runs/2024-09-13_22-38-35/.hydra/hydra.yaml

@@ -0,0 +1,182 @@
+hydra:
+ run:
+ dir: ${paths.log_dir}/${task_name}/${run_name}/runs/${now:%Y-%m-%d}_${now:%H-%M-%S}
+ sweep:
+ dir: ${paths.log_dir}/${task_name}/${run_name}/multiruns/${now:%Y-%m-%d}_${now:%H-%M-%S}
+ subdir: ${hydra.job.num}
+ launcher:
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+ sweeper:
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+ max_batch_size: null
+ params: null
+ help:
+ app_name: ${hydra.job.name}
+ header: '${hydra.help.app_name} is powered by Hydra.
+
+ '
+ footer: 'Powered by Hydra (https://hydra.cc)
+
+ Use --hydra-help to view Hydra specific help
+
+ '
+ template: '${hydra.help.header}
+
+ == Configuration groups ==
+
+ Compose your configuration from those groups (group=option)
+
+
+ $APP_CONFIG_GROUPS
+
+
+ == Config ==
+
+ Override anything in the config (foo.bar=value)
+
+
+ $CONFIG
+
+
+ ${hydra.help.footer}
+
+ '
+ hydra_help:
+ template: 'Hydra (${hydra.runtime.version})
+
+ See https://hydra.cc for more info.
+
+
+ == Flags ==
+
+ $FLAGS_HELP
+
+
+ == Configuration groups ==
+
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+ to command line)
+
+
+ $HYDRA_CONFIG_GROUPS
+
+
+ Use ''--cfg hydra'' to Show the Hydra config.
+
+ '
+ hydra_help: ???
+ hydra_logging:
+ version: 1
+ formatters:
+ colorlog:
+ (): colorlog.ColoredFormatter
+ format: '[%(cyan)s%(asctime)s%(reset)s][%(purple)sHYDRA%(reset)s] %(message)s'
+ handlers:
+ console:
+ class: logging.StreamHandler
+ formatter: colorlog
+ stream: ext://sys.stdout
+ root:
+ level: INFO
+ handlers:
+ - console
+ disable_existing_loggers: false
+ job_logging:
+ version: 1
+ formatters:
+ simple:
+ format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+ colorlog:
+ (): colorlog.ColoredFormatter
+ format: '[%(cyan)s%(asctime)s%(reset)s][%(blue)s%(name)s%(reset)s][%(log_color)s%(levelname)s%(reset)s]
+ - %(message)s'
+ log_colors:
+ DEBUG: purple
+ INFO: green
+ WARNING: yellow
+ ERROR: red
+ CRITICAL: red
+ handlers:
+ console:
+ class: logging.StreamHandler
+ formatter: colorlog
+ stream: ext://sys.stdout
+ file:
+ class: logging.FileHandler
+ formatter: simple
+ filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+ root:
+ level: INFO
+ handlers:
+ - console
+ - file
+ disable_existing_loggers: false
+ env: {}
+ mode: RUN
+ searchpath: []
+ callbacks: {}
+ output_subdir: .hydra
+ overrides:
+ hydra:
+ - hydra.mode=RUN
+ task:
+ - experiment=merged_ja004_ja005
+ job:
+ name: train
+ chdir: null
+ override_dirname: experiment=merged_ja004_ja005
+ id: ???
+ num: ???
+ config_name: train.yaml
+ env_set: {}
+ env_copy: []
+ config:
+ override_dirname:
+ kv_sep: '='
+ item_sep: ','
+ exclude_keys: []
+ runtime:
+ version: 1.3.2
+ version_base: '1.3'
+ cwd: /notebooks/Matcha-TTS
+ config_sources:
+ - path: hydra.conf
+ schema: pkg
+ provider: hydra
+ - path: /notebooks/Matcha-TTS/configs
+ schema: file
+ provider: main
+ - path: hydra_plugins.hydra_colorlog.conf
+ schema: pkg
+ provider: hydra-colorlog
+ - path: ''
+ schema: structured
+ provider: schema
+ output_dir: /notebooks/Matcha-TTS/logs/train/merged_ja004_ja005/runs/2024-09-13_22-38-35
+ choices:
+ debug: null
+ local: default
+ hparams_search: null
+ experiment: merged_ja004_ja005
+ hydra: default
+ extras: default
+ paths: default
+ trainer: default
+ logger: tensorboard
+ callbacks: default
+ model: matcha
+ model/optimizer: adam.yaml
+ model/cfm: default.yaml
+ model/decoder: default.yaml
+ model/encoder: default.yaml
+ data: merged_ja004_ja005.yaml
+ hydra/env: default
+ hydra/callbacks: null
+ hydra/job_logging: colorlog
+ hydra/hydra_logging: colorlog
+ hydra/hydra_help: default
+ hydra/help: default
+ hydra/sweeper: basic
+ hydra/launcher: basic
+ hydra/output: default
+ verbose: false

runs/2024-09-13_22-38-35/.hydra/overrides.yaml

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+- experiment=merged_ja004_ja005

runs/2024-09-13_22-38-35/checkpoints/checkpoint_epoch=2559.ckpt

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runs/2024-09-13_22-38-35/checkpoints/last.ckpt

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runs/2024-09-13_22-38-35/config_tree.log

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+CONFIG
+├── data
+│ └── _target_: matcha.data.text_mel_datamodule.TextMelDataModule 
+│ name: ja006 
+│ train_filelist_path: datas/merged_ja004_ja005/train.txt 
+│ valid_filelist_path: datas/merged_ja004_ja005/valid.txt 
+│ batch_size: 80 
+│ num_workers: 1 
+│ pin_memory: true 
+│ cleaners: 
+│ - basic_cleaners2 
+│ add_blank: true 
+│ n_spks: 1 
+│ n_fft: 1024 
+│ n_feats: 80 
+│ sample_rate: 22050 
+│ hop_length: 256 
+│ win_length: 1024 
+│ f_min: 0 
+│ f_max: 8000 
+│ data_statistics: 
+│ mel_mean: -5.794878959655762 
+│ mel_std: 2.2488205432891846 
+│ seed: 3000 
+│ 
+├── model
+│ └── _target_: matcha.models.matcha_tts.MatchaTTS 
+│ n_vocab: 178 
+│ n_spks: 1 
+│ spk_emb_dim: 64 
+│ n_feats: 80 
+│ data_statistics: 
+�� mel_mean: -5.794878959655762 
+│ mel_std: 2.2488205432891846 
+│ out_size: null 
+│ prior_loss: true 
+│ encoder: 
+│ encoder_type: RoPE Encoder 
+│ encoder_params: 
+│ n_feats: 80 
+│ n_channels: 192 
+│ filter_channels: 768 
+│ filter_channels_dp: 256 
+│ n_heads: 2 
+│ n_layers: 6 
+│ kernel_size: 3 
+│ p_dropout: 0.1 
+│ spk_emb_dim: 64 
+│ n_spks: 1 
+│ prenet: true 
+│ duration_predictor_params: 
+│ filter_channels_dp: 256 
+│ kernel_size: 3 
+│ p_dropout: 0.1 
+│ decoder: 
+│ channels: 
+│ - 256 
+│ - 256 
+│ dropout: 0.05 
+│ attention_head_dim: 64 
+│ n_blocks: 1 
+│ num_mid_blocks: 2 
+│ num_heads: 2 
+│ act_fn: snakebeta 
+│ cfm: 
+│ name: CFM 
+│ solver: euler 
+│ sigma_min: 0.0001 
+│ optimizer: 
+│ _target_: torch.optim.Adam 
+│ _partial_: true 
+│ lr: 0.0001 
+│ weight_decay: 0.0 
+│ 
+├── callbacks
+│ └── model_checkpoint: 
+│ _target_: lightning.pytorch.callbacks.ModelCheckpoint 
+│ dirpath: /notebooks/Matcha-TTS/logs/train/merged_ja004_ja005/runs/2024-09-13_22-38-35/checkpoints 
+│ filename: checkpoint_{epoch:03d} 
+│ monitor: epoch 
+│ verbose: false 
+│ save_last: true 
+│ save_top_k: 25 
+│ mode: max 
+│ auto_insert_metric_name: true 
+│ save_weights_only: false 
+│ every_n_train_steps: null 
+│ train_time_interval: null 
+│ every_n_epochs: 10 
+│ save_on_train_epoch_end: null 
+│ model_summary: 
+│ _target_: lightning.pytorch.callbacks.RichModelSummary 
+│ max_depth: 3 
+│ rich_progress_bar: 
+│ _target_: lightning.pytorch.callbacks.RichProgressBar 
+│ 
+├── logger
+│ └── tensorboard: 
+│ _target_: lightning.pytorch.loggers.tensorboard.TensorBoardLogger 
+│ save_dir: /notebooks/Matcha-TTS/logs/train/merged_ja004_ja005/runs/2024-09-13_22-38-35/tensorboard/ 
+│ name: null 
+│ log_graph: false 
+│ default_hp_metric: true 
+│ prefix: '' 
+│ 
+├── trainer
+│ └── _target_: lightning.pytorch.trainer.Trainer 
+│ default_root_dir: /notebooks/Matcha-TTS/logs/train/merged_ja004_ja005/runs/2024-09-13_22-38-35 
+│ max_epochs: -1 
+│ accelerator: gpu 
+│ devices: 
+│ - 0 
+│ precision: 16-mixed 
+│ check_val_every_n_epoch: 1 
+│ deterministic: false 
+│ gradient_clip_val: 5.0 
+│ 
+├── paths
+│ └── root_dir: /notebooks/Matcha-TTS 
+│ data_dir: /notebooks/Matcha-TTS/data/ 
+│ log_dir: /notebooks/Matcha-TTS/logs/ 
+│ output_dir: /notebooks/Matcha-TTS/logs/train/merged_ja004_ja005/runs/2024-09-13_22-38-35 
+│ work_dir: /notebooks/Matcha-TTS 
+│ 
+├── extras
+│ └── ignore_warnings: false 
+│ enforce_tags: true 
+│ print_config: true 
+│ 
+├── task_name
+│ └── train 
+├── run_name
+│ └── merged_ja004_ja005 
+├── tags
+│ └── ['merged_ja004_ja005'] 
+├── train
+│ └── True 
+├── test
+│ └── True 
+├── ckpt_path
+│ └── /root/.local/share/matcha_tts/matcha_ljspeech.ckpt 
+└── seed
+ └── 1234 

runs/2024-09-13_22-38-35/tags.log

@@ -0,0 +1 @@
+['merged_ja004_ja005']

runs/2024-09-13_22-38-35/tensorboard/version_0/events.out.tfevents.1726267117.nfg0j1igkq.4252.0

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+oid sha256:6fc013c449e8d06217f955d7c564d77f24206a9a1317459bd24a7bfee1ce9463
+size 40894726

runs/2024-09-13_22-38-35/tensorboard/version_0/hparams.yaml

@@ -0,0 +1,113 @@
+model:
+ _target_: matcha.models.matcha_tts.MatchaTTS
+ n_vocab: 178
+ n_spks: ${data.n_spks}
+ spk_emb_dim: 64
+ n_feats: 80
+ data_statistics: ${data.data_statistics}
+ out_size: null
+ prior_loss: true
+ encoder:
+ encoder_type: RoPE Encoder
+ encoder_params:
+ n_feats: ${model.n_feats}
+ n_channels: 192
+ filter_channels: 768
+ filter_channels_dp: 256
+ n_heads: 2
+ n_layers: 6
+ kernel_size: 3
+ p_dropout: 0.1
+ spk_emb_dim: 64
+ n_spks: 1
+ prenet: true
+ duration_predictor_params:
+ filter_channels_dp: ${model.encoder.encoder_params.filter_channels_dp}
+ kernel_size: 3
+ p_dropout: ${model.encoder.encoder_params.p_dropout}
+ decoder:
+ channels:
+ - 256
+ - 256
+ dropout: 0.05
+ attention_head_dim: 64
+ n_blocks: 1
+ num_mid_blocks: 2
+ num_heads: 2
+ act_fn: snakebeta
+ cfm:
+ name: CFM
+ solver: euler
+ sigma_min: 0.0001
+ optimizer:
+ _target_: torch.optim.Adam
+ _partial_: true
+ lr: 0.0001
+ weight_decay: 0.0
+model/params/total: 18204193
+model/params/trainable: 18204193
+model/params/non_trainable: 0
+data:
+ _target_: matcha.data.text_mel_datamodule.TextMelDataModule
+ name: ja006
+ train_filelist_path: datas/merged_ja004_ja005/train.txt
+ valid_filelist_path: datas/merged_ja004_ja005/valid.txt
+ batch_size: 80
+ num_workers: 1
+ pin_memory: true
+ cleaners:
+ - basic_cleaners2
+ add_blank: true
+ n_spks: 1
+ n_fft: 1024
+ n_feats: 80
+ sample_rate: 22050
+ hop_length: 256
+ win_length: 1024
+ f_min: 0
+ f_max: 8000
+ data_statistics:
+ mel_mean: -5.794878959655762
+ mel_std: 2.2488205432891846
+ seed: 3000
+trainer:
+ _target_: lightning.pytorch.trainer.Trainer
+ default_root_dir: ${paths.output_dir}
+ max_epochs: -1
+ accelerator: gpu
+ devices:
+ - 0
+ precision: 16-mixed
+ check_val_every_n_epoch: 1
+ deterministic: false
+ gradient_clip_val: 5.0
+callbacks:
+ model_checkpoint:
+ _target_: lightning.pytorch.callbacks.ModelCheckpoint
+ dirpath: ${paths.output_dir}/checkpoints
+ filename: checkpoint_{epoch:03d}
+ monitor: epoch
+ verbose: false
+ save_last: true
+ save_top_k: 25
+ mode: max
+ auto_insert_metric_name: true
+ save_weights_only: false
+ every_n_train_steps: null
+ train_time_interval: null
+ every_n_epochs: 10
+ save_on_train_epoch_end: null
+ model_summary:
+ _target_: lightning.pytorch.callbacks.RichModelSummary
+ max_depth: 3
+ rich_progress_bar:
+ _target_: lightning.pytorch.callbacks.RichProgressBar
+extras:
+ ignore_warnings: false
+ enforce_tags: true
+ print_config: true
+task_name: train
+tags:
+- merged_ja004_ja005
+ckpt_path: /root/.local/share/matcha_tts/matcha_ljspeech.ckpt
+seed: 1234

runs/2024-09-13_22-38-35/train.log

@@ -0,0 +1,14 @@
+[2024-09-13 22:38:35,724][matcha.utils.utils][INFO] - Enforcing tags! <cfg.extras.enforce_tags=True>
+[2024-09-13 22:38:35,729][matcha.utils.utils][INFO] - Printing config tree with Rich! <cfg.extras.print_config=True>
+[2024-09-13 22:38:35,783][__main__][INFO] - Instantiating datamodule <matcha.data.text_mel_datamodule.TextMelDataModule>
+[2024-09-13 22:38:36,337][__main__][INFO] - Instantiating model <matcha.models.matcha_tts.MatchaTTS>
+[2024-09-13 22:38:37,080][__main__][INFO] - Instantiating callbacks...
+[2024-09-13 22:38:37,081][matcha.utils.instantiators][INFO] - Instantiating callback <lightning.pytorch.callbacks.ModelCheckpoint>
+[2024-09-13 22:38:37,085][matcha.utils.instantiators][INFO] - Instantiating callback <lightning.pytorch.callbacks.RichModelSummary>
+[2024-09-13 22:38:37,086][matcha.utils.instantiators][INFO] - Instantiating callback <lightning.pytorch.callbacks.RichProgressBar>
+[2024-09-13 22:38:37,086][__main__][INFO] - Instantiating loggers...
+[2024-09-13 22:38:37,087][matcha.utils.instantiators][INFO] - Instantiating logger <lightning.pytorch.loggers.tensorboard.TensorBoardLogger>
+[2024-09-13 22:38:37,090][__main__][INFO] - Instantiating trainer <lightning.pytorch.trainer.Trainer>
+[2024-09-13 22:38:37,106][__main__][INFO] - Logging hyperparameters!
+[2024-09-13 22:38:37,152][__main__][INFO] - Starting training!
+[2024-09-14 03:35:32,080][matcha.utils.utils][INFO] - Output dir: /notebooks/Matcha-TTS/logs/train/merged_ja004_ja005/runs/2024-09-13_22-38-35