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remote/config.json

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+{
+    "output_path": "runs",
+    "logger_uri": null,
+    "run_name": "persian-tts-vits-grapheme-cv15-multispeaker-2Nov",
+    "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": 1000,
+    "save_step": 1000,
+    "save_n_checkpoints": 5,
+    "save_checkpoints": true,
+    "save_all_best": false,
+    "save_best_after": 10000,
+    "target_loss": null,
+    "print_eval": true,
+    "test_delay_epochs": -1,
+    "run_eval": true,
+    "run_eval_steps": 1000,
+    "distributed_backend": "nccl",
+    "distributed_url": "tcp://localhost:54321",
+    "mixed_precision": false,
+    "precision": "fp16",
+    "epochs": 1000,
+    "batch_size": 8,
+    "eval_batch_size": 4,
+    "grad_clip": [
+        1000,
+        1000
+    ],
+    "scheduler_after_epoch": true,
+    "lr": 0.001,
+    "optimizer": "AdamW",
+    "optimizer_params": {
+        "betas": [
+            0.8,
+            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": 16,
+    "num_eval_loader_workers": 8,
+    "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
+    },
+    "use_phonemes": false,
+    "phonemizer": null,
+    "phoneme_language": null,
+    "compute_input_seq_cache": true,
+    "text_cleaner": "basic_cleaners",
+    "enable_eos_bos_chars": false,
+    "test_sentences_file": "",
+    "phoneme_cache_path": "cache/phoneme_cache_grapheme_azure-2",
+    "characters": {
+        "characters_class": "TTS.tts.models.vits.VitsCharacters",
+        "vocab_dict": null,
+        "pad": "<PAD>",
+        "eos": "<EOS>",
+        "bos": "<BOS>",
+        "blank": "<BLNK>",
+        "characters": "\u0621\u0627\u0628\u062a\u062b\u062c\u062d\u062e\u062f\u0630\u0631\u0632\u0633\u0634\u0635\u0636\u0637\u0638\u0639\u063a\u0641\u0642\u0644\u0645\u0646\u0647\u0648\u064a\u0650\u067e\u0686\u0698\u06a9\u06af\u06cc\u0622\u0623\u0624\u0625\u0626\u064b\u064e\u064f\u0651",
+        "punctuations": "!(),-.:;? \u0320\u060c\u061b\u061f\u200c<>\u066b",
+        "phonemes": "\u02c8\u02cc\u02d0\u02d1pbtd\u0288\u0256c\u025fk\u0261q\u0262\u0294\u0274\u014b\u0272\u0273n\u0271m\u0299r\u0280\u2c71\u027e\u027d\u0278\u03b2fv\u03b8\u00f0sz\u0283\u0292\u0282\u0290\u00e7\u029dx\u0263\u03c7\u0281\u0127\u0295h\u0266\u026c\u026e\u028b\u0279\u027bj\u0270l\u026d\u028e\u029faegiouwy\u026a\u028a\u0329\u00e6\u0251\u0254\u0259\u025a\u025b\u025d\u0268\u0303\u0289\u028c\u028d0123456789\"#$%*+/=ABCDEFGHIJKLMNOPRSTUVWXYZ[]^_{}\u06f1\u06f2\u06f3\u06f4\u06f5\u06f6\u06f7\u06f8\u06f9\u06f0",
+        "is_unique": true,
+        "is_sorted": true
+    },
+    "add_blank": true,
+    "batch_group_size": 16,
+    "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": "common_voice",
+            "dataset_name": "",
+            "path": "/home/bargh1/TTS/datasets",
+            "meta_file_train": "train.tsv",
+            "ignored_speakers": null,
+            "language": "",
+            "phonemizer": "",
+            "meta_file_val": "",
+            "meta_file_attn_mask": ""
+        }
+    ],
+    "test_sentences": [
+        [
+            "\u0632\u06cc\u0646 \u0647\u0645\u0631\u0647\u0627\u0646 \u0633\u0633\u062a \u0639\u0646\u0627\u0635\u0631\u060c \u062f\u0644\u0645 \u06af\u0631\u0641\u062a."
+        ],
+        [
+            "\u0628\u06cc\u0627 \u062a\u0627 \u06af\u0644 \u0628\u0631\u0627\u0641\u0634\u0627\u0646\u06cc\u0645 \u0648 \u0645\u06cc \u062f\u0631 \u0633\u0627\u063a\u0631 \u0627\u0646\u062f\u0627\u0632\u06cc\u0645."
+        ],
+        [
+            "\u0628\u0646\u06cc \u0622\u062f\u0645 \u0627\u0639\u0636\u0627\u06cc \u06cc\u06a9 \u067e\u06cc\u06a9\u0631\u0646\u062f, \u06a9\u0647 \u062f\u0631 \u0622\u0641\u0631\u06cc\u0646\u0634 \u0632 \u06cc\u06a9 \u06af\u0648\u0647\u0631\u0646\u062f."
+        ],
+        [
+            "\u0633\u0647\u0627\u0645 \u0632\u0646\u062f\u06af\u06cc \u0628\u0647 10 \u062f\u0631\u0635\u062f \u0648 \u0633\u0647\u0627\u0645 \u0628\u06cc\u062a\u06a9\u0648\u06cc\u0646 \u06af\u0648\u06af\u0644 \u0628\u0647 33 \u062f\u0631\u0635\u062f \u0627\u0641\u0632\u0627\u06cc\u0634 \u06cc\u0627\u0641\u062a."
+        ],
+        [
+            "\u0645\u0646 \u0628\u0648\u062f\u0645 \u0648 \u0622\u0628\u062c\u06cc \u0641\u0648\u062a\u06cc\u0646\u0627\u060c \u0648 \u062d\u0627\u0644\u0627 \u0631\u067e\u062a\u06cc \u067e\u062a\u06cc\u0646\u0627. \u0627\u06cc\u0646 \u0634\u0639\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0634\u0639\u0627\u0631 \u0645\u0639\u0631\u0648\u0641 \u0631\u0648 \u062d\u0648\u0636\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u06a9\u0648\u0686\u0647 \u0628\u0627\u0632\u0627\u0631 \u062a\u0647\u0631\u0627\u0646 \u0632\u0645\u0632\u0645\u0647 \u0645\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a."
+        ],
+        [
+            "\u06cc\u0647 \u062f\u0648 \u062f\u0642\u0647 \u0647\u0645 \u0628\u0647 \u062d\u0631\u0641\u0645 \u06af\u0648\u0634 \u06a9\u0646\u060c \u0646\u06af\u0648 \u0646\u06af\u0648\u0634\u06cc\u062f\u0645 \u0648 \u0646\u062d\u0631\u0641\u06cc\u062f\u06cc."
+        ],
+        [
+            "\u062f\u0627\u0633\u062a\u0627\u0646 \u0628\u0627 \u062a\u0648\u0635\u06cc\u0641 \u0637\u0648\u0641\u0627\u0646\u200c\u0647\u0627\u06cc \u0634\u062f\u06cc\u062f \u0622\u063a\u0627\u0632 \u0645\u06cc\u200c\u0634\u0648\u062f\u061b \u0637\u0648\u0641\u0627\u0646\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0632\u0631\u0639\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0628\u06cc\u0646 \u0645\u06cc\u200c\u0628\u0631\u062f \u0648 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0631\u0627 \u0632\u06cc\u0631 \u0634\u0646 \u062f\u0641\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061b \u0645\u062d\u0635\u0648\u0644\u0627\u062a\u06cc \u06a9\u0647 \u0632\u0646\u062f\u06af\u06cc \u0627\u0641\u0631\u0627\u062f \u0628\u0633\u06cc\u0627\u0631\u06cc \u0628\u0647 \u0622\u0646 \u0648\u0627\u0628\u0633\u062a\u0647 \u0627\u0633\u062a."
+        ]
+    ],
+    "eval_split_max_size": null,
+    "eval_split_size": 0.01,
+    "use_speaker_weighted_sampler": false,
+    "speaker_weighted_sampler_alpha": 1.0,
+    "use_language_weighted_sampler": false,
+    "language_weighted_sampler_alpha": 1.0,
+    "use_length_weighted_sampler": false,
+    "length_weighted_sampler_alpha": 1.0,
+    "model_args": {
+        "num_chars": 209,
+        "out_channels": 513,
+        "spec_segment_size": 32,
+        "hidden_channels": 192,
+        "hidden_channels_ffn_text_encoder": 768,
+        "num_heads_text_encoder": 2,
+        "num_layers_text_encoder": 6,
+        "kernel_size_text_encoder": 3,
+        "dropout_p_text_encoder": 0.1,
+        "dropout_p_duration_predictor": 0.5,
+        "kernel_size_posterior_encoder": 5,
+        "dilation_rate_posterior_encoder": 1,
+        "num_layers_posterior_encoder": 16,
+        "kernel_size_flow": 5,
+        "dilation_rate_flow": 1,
+        "num_layers_flow": 4,
+        "resblock_type_decoder": "1",
+        "resblock_kernel_sizes_decoder": [
+            3,
+            7,
+            11
+        ],
+        "resblock_dilation_sizes_decoder": [
+            [
+                1,
+                3,
+                5
+            ],
+            [
+                1,
+                3,
+                5
+            ],
+            [
+                1,
+                3,
+                5
+            ]
+        ],
+        "upsample_rates_decoder": [
+            8,
+            8,
+            2,
+            2
+        ],
+        "upsample_initial_channel_decoder": 512,
+        "upsample_kernel_sizes_decoder": [
+            16,
+            16,
+            4,
+            4
+        ],
+        "periods_multi_period_discriminator": [
+            2,
+            3,
+            5,
+            7,
+            11
+        ],
+        "use_sdp": false,
+        "noise_scale": 1.0,
+        "inference_noise_scale": 0.667,
+        "length_scale": 1,
+        "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": 0,
+        "speakers_file": "runs/persian-tts-vits-grapheme-cv15-multispeaker-2Nov-November-02-2023_04+33PM-1e152692/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": false,
+        "embedded_language_dim": 4,
+        "num_languages": 0,
+        "language_ids_file": null,
+        "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
+    },
+    "lr_gen": 0.0002,
+    "lr_disc": 0.0002,
+    "lr_scheduler_gen": "ExponentialLR",
+    "lr_scheduler_gen_params": {
+        "gamma": 0.999875,
+        "last_epoch": -1
+    },
+    "lr_scheduler_disc": "ExponentialLR",
+    "lr_scheduler_disc_params": {
+        "gamma": 0.999875,
+        "last_epoch": -1
+    },
+    "kl_loss_alpha": 1.0,
+    "disc_loss_alpha": 1.0,
+    "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": 161,
+    "use_speaker_embedding": true,
+    "speakers_file": "runs/persian-tts-vits-grapheme-cv15-multispeaker-2Nov-November-02-2023_04+33PM-1e152692/speakers.pth",
+    "speaker_embedding_channels": 256,
+    "language_ids_file": null,
+    "use_language_embedding": false,
+    "use_d_vector_file": false,
+    "d_vector_file": null,
+    "d_vector_dim": 0
+}