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checkpoint_callback: null + enable_checkpointing: true + callbacks: + - class_path: lightning.callbacks.saver.learnable_prune_pipeline.LearnablePruneSaver + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + log_dir: null + result_dir: null + - class_path: pytorch_lightning.callbacks.ModelCheckpoint + init_args: + dirpath: null + filename: null + monitor: null + verbose: false + save_last: null + save_top_k: -1 + save_weights_only: true + mode: min + auto_insert_metric_name: true + every_n_train_steps: null + train_time_interval: null + every_n_epochs: null + save_on_train_epoch_end: null + - class_path: pytorch_lightning.callbacks.DeviceStatsMonitor + init_args: {} + - class_path: pytorch_lightning.callbacks.LearningRateMonitor + init_args: + logging_interval: null + log_momentum: true + default_root_dir: output/learnable_structured_pipeline/s5/FT-mask + gradient_clip_val: null + gradient_clip_algorithm: null + process_position: 0 + num_nodes: 1 + num_processes: null + devices: + - 0 + gpus: null + auto_select_gpus: true + tpu_cores: null + ipus: null + log_gpu_memory: null + progress_bar_refresh_rate: null + enable_progress_bar: true + overfit_batches: 0.0 + track_grad_norm: -1 + check_val_every_n_epoch: 1 + fast_dev_run: false + accumulate_grad_batches: 1 + max_epochs: 100 + min_epochs: null + max_steps: -1 + min_steps: null + max_time: null + limit_train_batches: null + limit_val_batches: null + limit_test_batches: null + limit_predict_batches: null + val_check_interval: null + flush_logs_every_n_steps: null + log_every_n_steps: 50 + accelerator: gpu + strategy: null + sync_batchnorm: false + precision: 32 + enable_model_summary: true + weights_summary: top + weights_save_path: null + num_sanity_val_steps: -1 + resume_from_checkpoint: null + profiler: simple + benchmark: null + deterministic: null + reload_dataloaders_every_n_epochs: 1 + auto_lr_find: false + replace_sampler_ddp: true + detect_anomaly: false + auto_scale_batch_size: false + prepare_data_per_node: null + plugins: null + amp_backend: native + amp_level: null + move_metrics_to_cpu: false + multiple_trainloader_mode: max_size_cycle + stochastic_weight_avg: false + terminate_on_nan: null +ckpt_path: null +model: + class_path: lightning.systems.prune.learnable_structured_pipeline.LearnableStructuredPruneSystem + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + model_config: config/model/base.yaml + algorithm_config: config/algorithm/pretrain/pretrain_LibriTTS.2.yaml + ckpt_path: output/ckpt/LibriTTS/meta-tts-accent-dev/1d34914e07244f87ad10c580ab85656c/checkpoints/epoch=39-step=39999.ckpt + qry_patience: 0 + log_dir: null + result_dir: null + accent_ckpt: output/xvec/lightning_logs/version_88/checkpoints/epoch=199-step=164200.ckpt + speaker_ckpt: output/xvec/lightning_logs/version_99/checkpoints/epoch=49-step=377950.ckpt + target_sparsity: 0.0 + verbose: 1 + lam_mask: + mask_hidden: false + mask_mha: true + mask_pos_ffn: true + mask_duration: true + mask_pitch: true + mask_energy: true + mask_mel_linear: true + mask_postnet: true + mask_mode: soft + pipeline: + - ft + - mask + spk_emb_subset_weight_avg: true +data: + class_path: lightning.datamodules.prune_accent_datamodule.PruneAccentDataModule + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + train_config: + - config/train/LibriTTS.yaml + - config/train/base.yaml + steps_per_epoch: 200 + target: speaker + mask_steps_per_epoch: 20 + m: 0 + k: 8 + q: 8 + key: s5 + batch_size: 32 + libri_mask: false diff --git a/s5/FT-mask/lightning_logs/version_0/events.out.tfevents.1665430977.j1s2uyp-ft-mask-5zx9m.18931.0 b/s5/FT-mask/lightning_logs/version_0/events.out.tfevents.1665430977.j1s2uyp-ft-mask-5zx9m.18931.0 new file mode 100644 index 0000000000000000000000000000000000000000..7351c8da019286f9076afa8e4ea086175e2acdda --- /dev/null +++ b/s5/FT-mask/lightning_logs/version_0/events.out.tfevents.1665430977.j1s2uyp-ft-mask-5zx9m.18931.0 @@ -0,0 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every_n_train_steps: null + train_time_interval: null + every_n_epochs: null + save_on_train_epoch_end: null + - class_path: pytorch_lightning.callbacks.DeviceStatsMonitor + init_args: {} + - class_path: pytorch_lightning.callbacks.LearningRateMonitor + init_args: + logging_interval: null + log_momentum: true + default_root_dir: output/learnable_structured_pipeline/s5/joint + gradient_clip_val: null + gradient_clip_algorithm: null + process_position: 0 + num_nodes: 1 + num_processes: null + devices: + - 0 + gpus: null + auto_select_gpus: true + tpu_cores: null + ipus: null + log_gpu_memory: null + progress_bar_refresh_rate: null + enable_progress_bar: true + overfit_batches: 0.0 + track_grad_norm: -1 + check_val_every_n_epoch: 1 + fast_dev_run: false + accumulate_grad_batches: 1 + max_epochs: 100 + min_epochs: null + max_steps: -1 + min_steps: null + max_time: null + limit_train_batches: null + limit_val_batches: null + limit_test_batches: null + limit_predict_batches: null + val_check_interval: null + flush_logs_every_n_steps: null + log_every_n_steps: 50 + accelerator: gpu + strategy: null + sync_batchnorm: false + precision: 32 + enable_model_summary: true + weights_summary: top + weights_save_path: null + num_sanity_val_steps: -1 + resume_from_checkpoint: null + profiler: simple + benchmark: null + deterministic: null + reload_dataloaders_every_n_epochs: 1 + auto_lr_find: false + replace_sampler_ddp: true + detect_anomaly: false + auto_scale_batch_size: false + prepare_data_per_node: null + plugins: null + amp_backend: native + amp_level: null + move_metrics_to_cpu: false + multiple_trainloader_mode: max_size_cycle + stochastic_weight_avg: false + terminate_on_nan: null +ckpt_path: null +model: + class_path: lightning.systems.prune.learnable_structured_pipeline.LearnableStructuredPruneSystem + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + model_config: config/model/base.yaml + algorithm_config: config/algorithm/pretrain/pretrain_LibriTTS.2.yaml + ckpt_path: output/ckpt/LibriTTS/meta-tts-accent-dev/1d34914e07244f87ad10c580ab85656c/checkpoints/epoch=39-step=39999.ckpt + qry_patience: 0 + log_dir: null + result_dir: null + accent_ckpt: output/xvec/lightning_logs/version_88/checkpoints/epoch=199-step=164200.ckpt + speaker_ckpt: output/xvec/lightning_logs/version_99/checkpoints/epoch=49-step=377950.ckpt + target_sparsity: 0.0 + verbose: 1 + lam_mask: + mask_hidden: false + mask_mha: true + mask_pos_ffn: true + mask_duration: true + mask_pitch: true + mask_energy: true + mask_mel_linear: true + mask_postnet: true + mask_mode: soft + pipeline: + - joint + spk_emb_subset_weight_avg: true +data: + class_path: lightning.datamodules.prune_accent_datamodule.PruneAccentDataModule + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + train_config: + - config/train/LibriTTS.yaml + - config/train/base.yaml + steps_per_epoch: 200 + target: speaker + mask_steps_per_epoch: 20 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mask_pitch: true + mask_pos_ffn: true + mask_postnet: true +libri_mask: false +log_dir: null +mask_mode: soft +mask_steps_per_epoch: 20 +model_config: config/model/base.yaml +pipeline: +- joint +preprocess_config: config/preprocess/LibriTTS_VCTK.yaml +qry_patience: 0 +result_dir: null +speaker_ckpt: output/xvec/lightning_logs/version_99/checkpoints/epoch=49-step=377950.ckpt +spk_emb_subset_weight_avg: true +target_sparsity: 0.0 +verbose: 1 diff --git a/s5/libri_mask-FT/lightning_logs/version_0/checkpoints/epoch=0-step=200.ckpt b/s5/libri_mask-FT/lightning_logs/version_0/checkpoints/epoch=0-step=200.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..21c407ecc9ca23c7ebea7cc3de48dc1deb9e89e1 --- /dev/null +++ b/s5/libri_mask-FT/lightning_logs/version_0/checkpoints/epoch=0-step=200.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:388bb0151291e42ef80700ba8ffb1f17c9e6fcd132a23a1e463fe937f93c8783 +size 179680235 diff --git 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/dev/null +++ b/s5/libri_mask-FT/lightning_logs/version_0/config.yaml @@ -0,0 +1,134 @@ +seed_everything: 531 +trainer: + logger: true + checkpoint_callback: null + enable_checkpointing: true + callbacks: + - class_path: lightning.callbacks.saver.learnable_prune_pipeline.LearnablePruneSaver + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + log_dir: null + result_dir: null + - class_path: pytorch_lightning.callbacks.ModelCheckpoint + init_args: + dirpath: null + filename: null + monitor: null + verbose: false + save_last: null + save_top_k: -1 + save_weights_only: true + mode: min + auto_insert_metric_name: true + every_n_train_steps: null + train_time_interval: null + every_n_epochs: null + save_on_train_epoch_end: null + - class_path: pytorch_lightning.callbacks.DeviceStatsMonitor + init_args: {} + - class_path: pytorch_lightning.callbacks.LearningRateMonitor + init_args: + logging_interval: null + log_momentum: true + default_root_dir: output/learnable_structured_pipeline/s5/libri_mask-FT + gradient_clip_val: null + gradient_clip_algorithm: null + process_position: 0 + num_nodes: 1 + num_processes: null + devices: + - 0 + gpus: null + auto_select_gpus: true + tpu_cores: null + ipus: null + log_gpu_memory: null + progress_bar_refresh_rate: null + enable_progress_bar: true + overfit_batches: 0.0 + track_grad_norm: -1 + check_val_every_n_epoch: 1 + fast_dev_run: false + accumulate_grad_batches: 1 + max_epochs: 100 + min_epochs: null + max_steps: -1 + min_steps: null + max_time: null + limit_train_batches: null + limit_val_batches: null + limit_test_batches: null + limit_predict_batches: null + val_check_interval: null + flush_logs_every_n_steps: null + log_every_n_steps: 50 + accelerator: gpu + strategy: null + sync_batchnorm: false + precision: 32 + enable_model_summary: true + weights_summary: top + weights_save_path: null + num_sanity_val_steps: -1 + resume_from_checkpoint: null + profiler: simple + benchmark: null + deterministic: null + reload_dataloaders_every_n_epochs: 1 + auto_lr_find: false + replace_sampler_ddp: true + detect_anomaly: false + auto_scale_batch_size: false + prepare_data_per_node: null + plugins: null + amp_backend: native + amp_level: null + move_metrics_to_cpu: false + multiple_trainloader_mode: max_size_cycle + stochastic_weight_avg: false + terminate_on_nan: null +ckpt_path: null +model: + class_path: lightning.systems.prune.learnable_structured_pipeline.LearnableStructuredPruneSystem + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + model_config: config/model/base.yaml + algorithm_config: config/algorithm/pretrain/pretrain_LibriTTS.2.yaml + ckpt_path: output/ckpt/LibriTTS/meta-tts-accent-dev/1d34914e07244f87ad10c580ab85656c/checkpoints/epoch=39-step=39999.ckpt + qry_patience: 0 + log_dir: null + result_dir: null + accent_ckpt: output/xvec/lightning_logs/version_88/checkpoints/epoch=199-step=164200.ckpt + speaker_ckpt: output/xvec/lightning_logs/version_99/checkpoints/epoch=49-step=377950.ckpt + target_sparsity: 0.0 + verbose: 1 + lam_mask: + mask_hidden: false + mask_mha: true + mask_pos_ffn: true + mask_duration: true + mask_pitch: true + mask_energy: true + mask_mel_linear: true + mask_postnet: true + mask_mode: soft + pipeline: + - mask + - ft + spk_emb_subset_weight_avg: false +data: + class_path: lightning.datamodules.prune_accent_datamodule.PruneAccentDataModule + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + train_config: + - config/train/LibriTTS.yaml + - config/train/base.yaml + steps_per_epoch: 200 + target: speaker + mask_steps_per_epoch: 20 + m: 0 + k: 8 + q: 8 + key: s5 + batch_size: 16 + libri_mask: true diff --git a/s5/libri_mask-FT/lightning_logs/version_0/events.out.tfevents.1665511091.hwi5i0p-librimask-ft-g98vx.17757.0 b/s5/libri_mask-FT/lightning_logs/version_0/events.out.tfevents.1665511091.hwi5i0p-librimask-ft-g98vx.17757.0 new file mode 100644 index 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config/algorithm/pretrain/pretrain_LibriTTS.2.yaml +ckpt_path: output/ckpt/LibriTTS/meta-tts-accent-dev/1d34914e07244f87ad10c580ab85656c/checkpoints/epoch=39-step=39999.ckpt +lam_mask: + mask_duration: true + mask_energy: true + mask_hidden: false + mask_mel_linear: true + mask_mha: true + mask_pitch: true + mask_pos_ffn: true + mask_postnet: true +libri_mask: true +log_dir: null +mask_mode: soft +mask_steps_per_epoch: 20 +model_config: config/model/base.yaml +pipeline: +- mask +- ft +preprocess_config: config/preprocess/LibriTTS_VCTK.yaml +qry_patience: 0 +result_dir: null +speaker_ckpt: output/xvec/lightning_logs/version_99/checkpoints/epoch=49-step=377950.ckpt +spk_emb_subset_weight_avg: false +target_sparsity: 0.0 +verbose: 1 diff --git a/s5/mask-FT/lightning_logs/version_0/checkpoints/epoch=0-step=200.ckpt b/s5/mask-FT/lightning_logs/version_0/checkpoints/epoch=0-step=200.ckpt new file mode 100644 index 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a/s5/mask-FT/lightning_logs/version_0/checkpoints/epoch=6-step=1268.ckpt b/s5/mask-FT/lightning_logs/version_0/checkpoints/epoch=6-step=1268.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..0e3e3ed1d59ca10f6537118f79eeca2bc62ecef0 --- /dev/null +++ b/s5/mask-FT/lightning_logs/version_0/checkpoints/epoch=6-step=1268.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5a2e968219f1ece43d31e4601133f03af97402516b74fa00336000d8a3624b2 +size 179699559 diff --git a/s5/mask-FT/lightning_logs/version_0/config.yaml b/s5/mask-FT/lightning_logs/version_0/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3004e53d5c0be8399995577a6c08d1068595e84c --- /dev/null +++ b/s5/mask-FT/lightning_logs/version_0/config.yaml @@ -0,0 +1,134 @@ +seed_everything: 531 +trainer: + logger: true + checkpoint_callback: null + enable_checkpointing: true + callbacks: + - class_path: lightning.callbacks.saver.learnable_prune_pipeline.LearnablePruneSaver + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + log_dir: null + result_dir: null + - class_path: pytorch_lightning.callbacks.ModelCheckpoint + init_args: + dirpath: null + filename: null + monitor: null + verbose: false + save_last: null + save_top_k: -1 + save_weights_only: true + mode: min + auto_insert_metric_name: true + every_n_train_steps: null + train_time_interval: null + every_n_epochs: null + save_on_train_epoch_end: null + - class_path: pytorch_lightning.callbacks.DeviceStatsMonitor + init_args: {} + - class_path: pytorch_lightning.callbacks.LearningRateMonitor + init_args: + logging_interval: null + log_momentum: true + default_root_dir: output/learnable_structured_pipeline/s5/mask-FT + gradient_clip_val: null + gradient_clip_algorithm: null + process_position: 0 + num_nodes: 1 + num_processes: null + devices: + - 0 + gpus: null + auto_select_gpus: true + tpu_cores: null + ipus: null + log_gpu_memory: null + progress_bar_refresh_rate: null + enable_progress_bar: true + overfit_batches: 0.0 + track_grad_norm: -1 + check_val_every_n_epoch: 1 + fast_dev_run: false + accumulate_grad_batches: 1 + max_epochs: 100 + min_epochs: null + max_steps: -1 + min_steps: null + max_time: null + limit_train_batches: null + limit_val_batches: null + limit_test_batches: null + limit_predict_batches: null + val_check_interval: null + flush_logs_every_n_steps: null + log_every_n_steps: 50 + accelerator: gpu + strategy: null + sync_batchnorm: false + precision: 32 + enable_model_summary: true + weights_summary: top + weights_save_path: null + num_sanity_val_steps: -1 + resume_from_checkpoint: null + profiler: simple + benchmark: null + deterministic: null + reload_dataloaders_every_n_epochs: 1 + auto_lr_find: false + replace_sampler_ddp: true + detect_anomaly: false + auto_scale_batch_size: false + prepare_data_per_node: null + plugins: null + amp_backend: native + amp_level: null + move_metrics_to_cpu: false + multiple_trainloader_mode: max_size_cycle + stochastic_weight_avg: false + terminate_on_nan: null +ckpt_path: null +model: + class_path: lightning.systems.prune.learnable_structured_pipeline.LearnableStructuredPruneSystem + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + model_config: config/model/base.yaml + algorithm_config: config/algorithm/pretrain/pretrain_LibriTTS.2.yaml + ckpt_path: output/ckpt/LibriTTS/meta-tts-accent-dev/1d34914e07244f87ad10c580ab85656c/checkpoints/epoch=39-step=39999.ckpt + qry_patience: 0 + log_dir: null + result_dir: null + accent_ckpt: output/xvec/lightning_logs/version_88/checkpoints/epoch=199-step=164200.ckpt + speaker_ckpt: output/xvec/lightning_logs/version_99/checkpoints/epoch=49-step=377950.ckpt + target_sparsity: 0.0 + verbose: 1 + lam_mask: + mask_hidden: false + mask_mha: true + mask_pos_ffn: true + mask_duration: true + mask_pitch: true + mask_energy: true + mask_mel_linear: true + mask_postnet: true + mask_mode: soft + pipeline: + - mask + - ft + spk_emb_subset_weight_avg: true +data: + class_path: lightning.datamodules.prune_accent_datamodule.PruneAccentDataModule + init_args: + preprocess_config: config/preprocess/LibriTTS_VCTK.yaml + train_config: + - config/train/LibriTTS.yaml + - config/train/base.yaml + steps_per_epoch: 200 + target: speaker + mask_steps_per_epoch: 20 + m: 0 + k: 8 + q: 8 + key: s5 + batch_size: 32 + libri_mask: false diff --git a/s5/mask-FT/lightning_logs/version_0/events.out.tfevents.1665430484.v13wigp-mask-ft-v5rf9.31218.0 b/s5/mask-FT/lightning_logs/version_0/events.out.tfevents.1665430484.v13wigp-mask-ft-v5rf9.31218.0 new file mode 100644 index 0000000000000000000000000000000000000000..48075113c5c78b812d7971c830314ffcacffaee7 --- /dev/null +++ b/s5/mask-FT/lightning_logs/version_0/events.out.tfevents.1665430484.v13wigp-mask-ft-v5rf9.31218.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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+6,0.8258836269378662,s5_371,1.0,True,1.0,True +6,0.8258836269378662,s5_288,0.9999998807907104,True,1.0,True +6,0.8258836269378662,s5_066,1.0,True,1.0,True +6,0.8258836269378662,s5_254,1.0,True,1.0,True +6,0.8258836269378662,s5_026,1.0,True,1.0,True +6,0.8258836269378662,s5_251,1.0,True,1.0,True +6,0.8258836269378662,s5_200,1.0,True,1.0,True +6,0.8258836269378662,s5_350,0.9999998807907104,True,1.0,True +6,0.8258836269378662,s5_340,1.0,True,1.0,True diff --git a/s5/mask-FT/lightning_logs/version_0/hparams.yaml b/s5/mask-FT/lightning_logs/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..cce62cf00c95663f68583494b9678a8d24bca002 --- /dev/null +++ b/s5/mask-FT/lightning_logs/version_0/hparams.yaml @@ -0,0 +1,27 @@ +accent_ckpt: output/xvec/lightning_logs/version_88/checkpoints/epoch=199-step=164200.ckpt +algorithm_config: config/algorithm/pretrain/pretrain_LibriTTS.2.yaml +ckpt_path: output/ckpt/LibriTTS/meta-tts-accent-dev/1d34914e07244f87ad10c580ab85656c/checkpoints/epoch=39-step=39999.ckpt +lam_mask: + mask_duration: true + mask_energy: true + mask_hidden: false + mask_mel_linear: true + mask_mha: true + mask_pitch: true + mask_pos_ffn: true + mask_postnet: true +libri_mask: false +log_dir: null +mask_mode: soft +mask_steps_per_epoch: 20 +model_config: config/model/base.yaml +pipeline: +- mask +- ft +preprocess_config: config/preprocess/LibriTTS_VCTK.yaml +qry_patience: 0 +result_dir: null +speaker_ckpt: output/xvec/lightning_logs/version_99/checkpoints/epoch=49-step=377950.ckpt +spk_emb_subset_weight_avg: true +target_sparsity: 0.0 +verbose: 1