Upload 5 files
Browse files- fastpitch/best_model.pth +3 -0
- fastpitch/config.json +210 -0
- fastpitch/speakers.pth +3 -0
- hifigan/best_model.pth +3 -0
- hifigan/config.json +189 -0
fastpitch/best_model.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:669f75b7a9f64f07fb516e62ff6c2e39ecf71e8dff9d52bd0993960eb633145a
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size 637332589
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fastpitch/config.json
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{
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"output_path": "output_indic_fastpitch/ml",
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"logger_uri": null,
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"run_name": "ml_fastpitch_indictts_all_align_off",
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"project_name": "indic-fastpitch-stage2",
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"run_description": "align_off",
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"print_step": 100,
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"plot_step": 100,
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"model_param_stats": false,
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"wandb_entity": "indic-asr",
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"dashboard_logger": "wandb",
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"log_model_step": 10000,
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"save_step": 10000,
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"save_n_checkpoints": 1,
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"save_checkpoints": true,
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"save_all_best": false,
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"save_best_after": 10000,
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"target_loss": null,
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"print_eval": false,
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"test_delay_epochs": 0,
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"run_eval": true,
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"distributed_backend": "nccl",
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"distributed_url": "tcp://localhost:54321",
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"mixed_precision": true,
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"epochs": 1000,
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"batch_size": 32,
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"eval_batch_size": 32,
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"grad_clip": 5.0,
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"scheduler_after_epoch": true,
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"lr": 0.0001,
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"optimizer": "Adam",
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"optimizer_params": {
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"betas": [
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0.9,
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0.998
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],
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"weight_decay": 1e-06
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},
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"lr_scheduler": "NoamLR",
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"lr_scheduler_params": {
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"warmup_steps": 4000
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},
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"use_grad_scaler": false,
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"cudnn_enable": true,
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"cudnn_deterministic": false,
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"cudnn_benchmark": false,
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"training_seed": 54321,
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"model": "fast_pitch",
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"num_loader_workers": 0,
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"num_eval_loader_workers": 0,
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"use_noise_augment": false,
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"audio": {
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"fft_size": 1024,
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"win_length": 1024,
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"hop_length": 256,
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"frame_shift_ms": null,
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"frame_length_ms": null,
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"stft_pad_mode": "reflect",
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"sample_rate": 22050,
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"resample": false,
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"preemphasis": 0.0,
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"ref_level_db": 20,
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"do_sound_norm": false,
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"log_func": "np.log",
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"do_trim_silence": true,
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"trim_db": 60.0,
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"do_rms_norm": false,
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"db_level": null,
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"power": 1.5,
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"griffin_lim_iters": 60,
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"num_mels": 80,
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"mel_fmin": 0.0,
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"mel_fmax": 8000,
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"spec_gain": 1.0,
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"do_amp_to_db_linear": true,
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"do_amp_to_db_mel": true,
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"pitch_fmax": 640.0,
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"pitch_fmin": 0.0,
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"signal_norm": false,
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"min_level_db": -100,
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"symmetric_norm": true,
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"max_norm": 4.0,
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"clip_norm": true,
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"stats_path": null
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},
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"use_phonemes": false,
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"phonemizer": null,
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"phoneme_language": "en-us",
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"compute_input_seq_cache": false,
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"text_cleaner": "multilingual_cleaners",
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"enable_eos_bos_chars": false,
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"test_sentences_file": "",
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"phoneme_cache_path": "output_indic_fastpitch/ml/phoneme_cache",
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"characters": {
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"characters_class": "TTS.tts.models.vits.VitsCharacters",
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"vocab_dict": null,
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"pad": "<PAD>",
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"eos": "<EOS>",
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"bos": "<BOS>",
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"blank": "<BLNK>",
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"characters": " ,?\u0d02\u0d03\u0d05\u0d06\u0d07\u0d08\u0d09\u0d0a\u0d0b\u0d0e\u0d0f\u0d10\u0d12\u0d13\u0d14\u0d15\u0d16\u0d17\u0d18\u0d19\u0d1a\u0d1b\u0d1c\u0d1d\u0d1e\u0d1f\u0d20\u0d21\u0d22\u0d23\u0d24\u0d25\u0d26\u0d27\u0d28\u0d2a\u0d2b\u0d2c\u0d2d\u0d2e\u0d2f\u0d30\u0d31\u0d32\u0d33\u0d34\u0d35\u0d36\u0d37\u0d38\u0d39\u0d3e\u0d3f\u0d40\u0d41\u0d42\u0d43\u0d46\u0d47\u0d48\u0d4a\u0d4b\u0d4c\u0d4d\u0d57\u0d7a\u0d7b\u0d7c\u0d7d\u0d7e",
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"punctuations": "!\u00a1'(),-.:;\u00bf? ",
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"phonemes": null,
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"is_unique": true,
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"is_sorted": true
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},
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"add_blank": false,
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"batch_group_size": 0,
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"loss_masking": null,
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"sort_by_audio_len": true,
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"min_audio_len": 1,
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"max_audio_len": 441000,
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"min_text_len": 1,
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"max_text_len": 400,
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"compute_f0": true,
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"compute_linear_spec": false,
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"precompute_num_workers": 0,
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"start_by_longest": false,
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"datasets": [
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{
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"name": "indictts",
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"path": "/home/ttsteam/datasets/indictts/ml",
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| 123 |
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"meta_file_train": "metadata_train.csv",
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| 124 |
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"ignored_speakers": null,
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"language": "ml",
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"meta_file_val": "metadata_test.csv",
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"meta_file_attn_mask": ""
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}
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],
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"test_sentences": [
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"\u0d36\u0d3f\u0d32\u0d3e\u0d2f\u0d41\u0d17\u0d15\u0d3e\u0d32\u0d02 \u0d2e\u0d41\u0d24\u0d7d \u0d2e\u0d28\u0d41\u0d37\u0d4d\u0d2f\u0d7c \u0d1c\u0d4d\u0d2f\u0d3e\u0d2e\u0d3f\u0d24\u0d40\u0d2f \u0d30\u0d42\u0d2a\u0d19\u0d4d\u0d19\u0d7e \u0d09\u0d2a\u0d2f\u0d4b\u0d17\u0d3f\u0d1a\u0d4d\u0d1a\u0d41\u0d35\u0d30\u0d41\u0d28\u0d4d\u0d28\u0d41",
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| 132 |
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"\u0d35\u0d3e\u0d39\u0d28\u0d3e\u0d2a\u0d15\u0d1f\u0d24\u0d4d\u0d24\u0d3f\u0d7d \u0d2a\u0d30\u0d41\u0d15\u0d4d\u0d15\u0d47\u0d31\u0d4d\u0d31 \u0d05\u0d27\u0d4d\u0d2f\u0d3e\u0d2a\u0d3f\u0d15 \u0d2e\u0d30\u0d3f\u0d1a\u0d4d\u0d1a\u0d41"
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| 133 |
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],
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| 134 |
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"eval_split_max_size": null,
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| 135 |
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"eval_split_size": 0.01,
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| 136 |
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"use_speaker_weighted_sampler": false,
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| 137 |
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"speaker_weighted_sampler_alpha": 1.0,
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| 138 |
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"use_language_weighted_sampler": false,
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| 139 |
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"language_weighted_sampler_alpha": 1.0,
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| 140 |
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"use_length_weighted_sampler": false,
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| 141 |
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"length_weighted_sampler_alpha": 1.0,
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| 142 |
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"base_model": "forward_tts",
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| 143 |
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"model_args": {
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| 144 |
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"num_chars": 88,
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| 145 |
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"out_channels": 80,
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| 146 |
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"hidden_channels": 512,
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| 147 |
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"use_aligner": true,
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| 148 |
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"use_pitch": true,
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| 149 |
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"pitch_predictor_hidden_channels": 256,
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| 150 |
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"pitch_predictor_kernel_size": 3,
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| 151 |
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"pitch_predictor_dropout_p": 0.1,
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| 152 |
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"pitch_embedding_kernel_size": 3,
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| 153 |
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"duration_predictor_hidden_channels": 256,
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| 154 |
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"duration_predictor_kernel_size": 3,
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| 155 |
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"duration_predictor_dropout_p": 0.1,
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| 156 |
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"positional_encoding": true,
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| 157 |
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"poisitonal_encoding_use_scale": true,
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| 158 |
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"length_scale": 1,
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| 159 |
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"encoder_type": "fftransformer",
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| 160 |
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"encoder_params": {
|
| 161 |
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"hidden_channels_ffn": 1024,
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| 162 |
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"num_heads": 1,
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| 163 |
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"num_layers": 6,
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| 164 |
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"dropout_p": 0.1
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| 165 |
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},
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| 166 |
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"decoder_type": "fftransformer",
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| 167 |
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"decoder_params": {
|
| 168 |
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"hidden_channels_ffn": 1024,
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| 169 |
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"num_heads": 1,
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| 170 |
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"num_layers": 6,
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| 171 |
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"dropout_p": 0.1
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| 172 |
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},
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| 173 |
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"detach_duration_predictor": false,
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| 174 |
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"max_duration": 75,
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| 175 |
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"num_speakers": 2,
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| 176 |
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"use_speaker_embedding": true,
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| 177 |
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"speakers_file": "models/v1/ml/fastpitch/speakers.pth",
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| 178 |
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"use_d_vector_file": false,
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| 179 |
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"d_vector_dim": 512,
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| 180 |
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"d_vector_file": null,
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| 181 |
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"use_speaker_encoder_as_loss": false,
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| 182 |
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"speaker_encoder_config_path": "",
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| 183 |
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"speaker_encoder_model_path": "",
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| 184 |
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"vocoder_path": null,
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| 185 |
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"vocoder_config_path": null
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| 186 |
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},
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| 187 |
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"return_wav": false,
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| 188 |
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"num_speakers": 2,
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| 189 |
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"speakers_file": "models/v1/ml/fastpitch/speakers.pth",
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| 190 |
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"use_speaker_embedding": true,
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| 191 |
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"use_d_vector_file": false,
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| 192 |
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"d_vector_file": "",
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| 193 |
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"d_vector_dim": 512,
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| 194 |
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"spec_loss_type": "mse",
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| 195 |
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"duration_loss_type": "mse",
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| 196 |
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"use_ssim_loss": false,
|
| 197 |
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"ssim_loss_alpha": 1.0,
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| 198 |
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"spec_loss_alpha": 1.0,
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| 199 |
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"aligner_loss_alpha": 1.0,
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| 200 |
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"pitch_loss_alpha": 0.1,
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| 201 |
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"dur_loss_alpha": 0.1,
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| 202 |
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"binary_align_loss_alpha": 0.1,
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| 203 |
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"spk_encoder_loss_alpha": 0.1,
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| 204 |
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"binary_loss_warmup_epochs": 150,
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| 205 |
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"aligner_epochs": 0,
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| 206 |
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"min_seq_len": 13,
|
| 207 |
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"max_seq_len": 500000,
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| 208 |
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"r": 1,
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| 209 |
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"f0_cache_path": "output_indic_fastpitch/ml/f0_cache"
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}
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fastpitch/speakers.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f665e358b34b232fb27f7c8cd3968fcd47784a7be065ae127f611c33ee809bea
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size 431
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hifigan/best_model.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:aba37e31c72f088cd6d73c5782d9f89bf024a6d355158056fa398cd806cf8efc
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size 1016384316
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hifigan/config.json
ADDED
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| 1 |
+
{
|
| 2 |
+
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|
| 3 |
+
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|
| 4 |
+
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|
| 5 |
+
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|
| 6 |
+
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|
| 7 |
+
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|
| 8 |
+
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|
| 9 |
+
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
+
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|
| 23 |
+
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
+
5
|
| 31 |
+
],
|
| 32 |
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|
| 33 |
+
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|
| 34 |
+
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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| 42 |
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| 43 |
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| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 59 |
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|
| 60 |
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| 61 |
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|
| 62 |
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|
| 63 |
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| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
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| 76 |
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| 77 |
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| 78 |
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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| 93 |
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| 94 |
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| 95 |
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| 96 |
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| 97 |
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| 98 |
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| 99 |
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|
| 100 |
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| 101 |
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| 102 |
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| 103 |
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| 104 |
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| 105 |
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 115 |
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| 116 |
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| 117 |
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| 118 |
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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| 126 |
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| 127 |
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|
| 128 |
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| 129 |
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| 130 |
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|
| 131 |
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|
| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 136 |
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| 137 |
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|
| 138 |
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|
| 139 |
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| 140 |
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| 141 |
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| 142 |
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| 143 |
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| 144 |
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| 145 |
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},
|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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| 150 |
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| 151 |
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| 152 |
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| 153 |
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| 154 |
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|
| 155 |
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| 156 |
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| 157 |
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| 158 |
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| 159 |
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| 160 |
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| 161 |
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| 162 |
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],
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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| 170 |
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| 185 |
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| 186 |
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| 187 |
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},
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| 188 |
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"github_branch": "* main"
|
| 189 |
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}
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