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    "run_name": "vits_multi",
    "project_name": null,
    "run_description": "\ud83d\udc38Coqui trainer run.",
    "print_step": 25,
    "plot_step": 100,
    "model_param_stats": false,
    "wandb_entity": null,
    "dashboard_logger": "tensorboard",
    "save_on_interrupt": true,
    "log_model_step": 5000,
    "save_step": 5000,
    "save_n_checkpoints": 5,
    "save_checkpoints": true,
    "save_all_best": true,
    "save_best_after": 0,
    "target_loss": null,
    "print_eval": true,
    "test_delay_epochs": -1,
    "run_eval": true,
    "run_eval_steps": null,
    "distributed_backend": "nccl",
    "distributed_url": "tcp://localhost:54321",
    "mixed_precision": true,
    "precision": "fp16",
    "epochs": 1000,
    "batch_size": 16,
    "eval_batch_size": 4,
    "grad_clip": [
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        1000.0
    ],
    "scheduler_after_epoch": true,
    "lr": 0.001,
    "optimizer": "AdamW",
    "optimizer_params": {
        "betas": [
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            0.99
        ],
        "eps": 1e-09,
        "weight_decay": 0.01
    },
    "lr_scheduler": null,
    "lr_scheduler_params": {},
    "use_grad_scaler": false,
    "allow_tf32": false,
    "cudnn_enable": true,
    "cudnn_deterministic": false,
    "cudnn_benchmark": false,
    "training_seed": 54321,
    "model": "vits",
    "num_loader_workers": 4,
    "num_eval_loader_workers": 4,
    "use_noise_augment": false,
    "audio": {
        "fft_size": 1024,
        "sample_rate": 22050,
        "win_length": 1024,
        "hop_length": 256,
        "num_mels": 80,
        "mel_fmin": 0,
        "mel_fmax": null
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    "use_phonemes": false,
    "phonemizer": null,
    "phoneme_language": null,
    "compute_input_seq_cache": true,
    "text_cleaner": "no_cleaners",
    "enable_eos_bos_chars": false,
    "test_sentences_file": "",
    "phoneme_cache_path": null,
    "characters": {
        "characters_class": "TTS.tts.models.vits.VitsCharacters",
        "vocab_dict": null,
        "pad": "<PAD>",
        "eos": "<EOS>",
        "bos": "<BOS>",
        "blank": "<BLNK>",
        "characters": "\u2d30\u2d31\u2d33\u2d37\u2d39\u2d3b\u2d3c\u2d3d\u2d40\u2d43\u2d44\u2d45\u2d47\u2d49\u2d4a\u2d4d\u2d4e\u2d4f\u2d53\u2d54\u2d55\u2d56\u2d59\u2d5a\u2d5b\u2d5c\u2d5f\u2d61\u2d62\u2d63\u2d65\u2d6f",
        "punctuations": " !,.:?",
        "phonemes": null,
        "is_unique": true,
        "is_sorted": true
    },
    "add_blank": true,
    "batch_group_size": 5,
    "loss_masking": null,
    "min_audio_len": 1,
    "max_audio_len": Infinity,
    "min_text_len": 1,
    "max_text_len": Infinity,
    "compute_f0": false,
    "compute_energy": false,
    "compute_linear_spec": true,
    "precompute_num_workers": 0,
    "start_by_longest": false,
    "shuffle": false,
    "drop_last": false,
    "datasets": [
        {
            "formatter": "nemo",
            "dataset_name": "",
            "path": "shi_tls/cut_22kHz_offset/manifests/",
            "meta_file_train": "tts_manifest.json",
            "ignored_speakers": null,
            "language": "shi",
            "phonemizer": "",
            "meta_file_val": "",
            "meta_file_attn_mask": ""
        },
        {
            "formatter": "nemo",
            "dataset_name": "",
            "path": "shi_tls_2/cut_22kHz_offset/manifests/",
            "meta_file_train": "tts_manifest.json",
            "ignored_speakers": null,
            "language": "shi",
            "phonemizer": "",
            "meta_file_val": "",
            "meta_file_attn_mask": ""
        },
        {
            "formatter": "nemo",
            "dataset_name": "",
            "path": "rif_tls/cut_22kHz_offset/manifests/",
            "meta_file_train": "tts_manifest.json",
            "ignored_speakers": null,
            "language": "rif",
            "phonemizer": "",
            "meta_file_val": "",
            "meta_file_attn_mask": ""
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    ],
    "test_sentences": [
        [
            "\u2d30\u2d63\u2d53\u2d4d. \u2d4e\u2d30\u2d4f\u2d63\u2d30\u2d3d\u2d49\u2d4f?",
            "yan",
            null,
            "shi"
        ],
        [
            "\u2d61\u2d30 \u2d5c\u2d30\u2d4e\u2d56\u2d30\u2d54\u2d5c \u2d4e\u2d30 \u2d37 \u2d53\u2d3d\u2d30\u2d4f \u2d5c\u2d59\u2d3d\u2d54\u2d5c?",
            "yan",
            null,
            "shi"
        ],
        [
            "\u2d33\u2d4f! \u2d30\u2d37 \u2d30\u2d3d \u2d49\u2d59\u2d59\u2d33\u2d4f \u2d55\u2d31\u2d31\u2d49 \u2d49\u2d5c\u2d5c\u2d53 \u2d3d.",
            "yan",
            null,
            "shi"
        ],
        [
            "\u2d30\u2d54\u2d54\u2d30\u2d61 \u2d4f \u2d4d\u2d40\u2d4e\u2d4e \u2d62\u2d53\u2d3d\u2d54 \u2d30\u2d56 \u2d49\u2d40\u2d37\u2d53\u2d4e\u2d4f \u2d4f\u2d4f\u2d56!",
            "yan",
            null,
            "shi"
        ],
        [
            "\u2d30\u2d63\u2d53\u2d4d. \u2d4e\u2d30\u2d4f\u2d63\u2d30\u2d3d\u2d49\u2d4f?",
            "sin",
            null,
            "shi"
        ],
        [
            "\u2d61\u2d30 \u2d5c\u2d30\u2d4e\u2d56\u2d30\u2d54\u2d5c \u2d4e\u2d30 \u2d37 \u2d53\u2d3d\u2d30\u2d4f \u2d5c\u2d59\u2d3d\u2d54\u2d5c?",
            "sin",
            null,
            "shi"
        ],
        [
            "\u2d33\u2d4f! \u2d30\u2d37 \u2d30\u2d3d \u2d49\u2d59\u2d59\u2d33\u2d4f \u2d55\u2d31\u2d31\u2d49 \u2d49\u2d5c\u2d5c\u2d53 \u2d3d.",
            "sin",
            null,
            "shi"
        ],
        [
            "\u2d30\u2d54\u2d54\u2d30\u2d61 \u2d4f \u2d4d\u2d40\u2d4e\u2d4e \u2d62\u2d53\u2d3d\u2d54 \u2d30\u2d56 \u2d49\u2d40\u2d37\u2d53\u2d4e\u2d4f \u2d4f\u2d4f\u2d56!",
            "sin",
            null,
            "shi"
        ],
        [
            "\u2d30\u2d63\u2d53\u2d4d. \u2d4e\u2d30\u2d4e\u2d5b \u2d5c\u2d37\u2d4a\u2d49\u2d5c?",
            "idj",
            null,
            "rif"
        ],
        [
            "\u2d30\u2d47\u2d4e\u2d4e\u2d53\u2d4e \u2d49\u2d47\u2d4f\u2d3b\u2d4f \u2d53\u2d54 \u2d5c \u2d5c\u2d5c\u2d49\u2d37\u2d3c\u2d4f \u2d49\u2d63\u2d30\u2d4f.",
            "idj",
            null,
            "rif"
        ],
        [
            "\u2d47\u2d47\u2d49\u2d4e \u2d45 \u2d5c\u2d30\u2d37\u2d37\u2d30\u2d54\u2d5c \u2d4f\u2d4f\u2d5b!",
            "idj",
            null,
            "rif"
        ],
        [
            "\u2d5c\u2d3b\u2d5c\u2d5c\u2d4f \u2d30\u2d33 \u2d61\u2d53\u2d5b\u2d5b\u2d4f, \u2d5c\u2d5c\u2d54\u2d53\u2d4f \u2d45 \u2d53\u2d4e\u2d3d\u2d59\u2d30.",
            "idj",
            null,
            "rif"
        ]
    ],
    "eval_split_max_size": null,
    "eval_split_size": 0.01,
    "use_speaker_weighted_sampler": false,
    "speaker_weighted_sampler_alpha": 1.0,
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    "language_weighted_sampler_alpha": 1.0,
    "use_length_weighted_sampler": false,
    "length_weighted_sampler_alpha": 1.0,
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        "kernel_size_text_encoder": 3,
        "dropout_p_text_encoder": 0.1,
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        "dilation_rate_posterior_encoder": 1,
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        "kernel_size_flow": 5,
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        "resblock_type_decoder": "1",
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        "resblock_dilation_sizes_decoder": [
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        "upsample_rates_decoder": [
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        "upsample_initial_channel_decoder": 512,
        "upsample_kernel_sizes_decoder": [
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        "periods_multi_period_discriminator": [
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        "use_sdp": false,
        "noise_scale": 1.0,
        "inference_noise_scale": 0.667,
        "length_scale": 1.0,
        "noise_scale_dp": 1.0,
        "inference_noise_scale_dp": 1.0,
        "max_inference_len": null,
        "init_discriminator": true,
        "use_spectral_norm_disriminator": false,
        "use_speaker_embedding": true,
        "num_speakers": 3,
        "speakers_file": "speakers.pth",
        "d_vector_file": null,
        "speaker_embedding_channels": 256,
        "use_d_vector_file": false,
        "d_vector_dim": 0,
        "detach_dp_input": true,
        "use_language_embedding": true,
        "embedded_language_dim": 4,
        "num_languages": 2,
        "language_ids_file": "language_ids.json",
        "use_speaker_encoder_as_loss": false,
        "speaker_encoder_config_path": "",
        "speaker_encoder_model_path": "",
        "condition_dp_on_speaker": true,
        "freeze_encoder": false,
        "freeze_DP": false,
        "freeze_PE": false,
        "freeze_flow_decoder": false,
        "freeze_waveform_decoder": false,
        "encoder_sample_rate": null,
        "interpolate_z": true,
        "reinit_DP": false,
        "reinit_text_encoder": false
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    "lr_gen": 0.0002,
    "lr_disc": 0.0002,
    "lr_scheduler_gen": "ExponentialLR",
    "lr_scheduler_gen_params": {
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        "last_epoch": -1
    },
    "lr_scheduler_disc": "ExponentialLR",
    "lr_scheduler_disc_params": {
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    "kl_loss_alpha": 1.0,
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    "gen_loss_alpha": 1.0,
    "feat_loss_alpha": 1.0,
    "mel_loss_alpha": 45.0,
    "dur_loss_alpha": 1.0,
    "speaker_encoder_loss_alpha": 1.0,
    "return_wav": true,
    "use_weighted_sampler": false,
    "weighted_sampler_attrs": {},
    "weighted_sampler_multipliers": {},
    "r": 1,
    "num_speakers": 0,
    "use_speaker_embedding": true,
    "speakers_file": "speakers.pth",
    "speaker_embedding_channels": 256,
    "language_ids_file": "language_ids.json",
    "use_language_embedding": true,
    "use_d_vector_file": false,
    "d_vector_file": null,
    "d_vector_dim": 0
}