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training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/best_model.pth

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training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/best_model_8582.pth

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training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/checkpoint_10000.pth

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training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/checkpoint_5000.pth

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training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/colab_kernel_launcher.py

@@ -0,0 +1,37 @@
+# Copyright 2023 Google Inc.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""Custom kernel launcher app to customize socket options."""
+
+from ipykernel import kernelapp
+import zmq
+
+
+# We want to set the high water mark on *all* sockets to 0, as we don't want
+# the backend dropping any messages. We want to set this before any calls to
+# bind or connect.
+#
+# In principle we should override `init_sockets`, but it's hard to set options
+# on the `zmq.Context` there without rewriting the entire method. Instead we
+# settle for only setting this on `iopub`, as that's the most important for our
+# use case.
+class ColabKernelApp(kernelapp.IPKernelApp):
+
+  def init_iopub(self, context):
+    context.setsockopt(zmq.RCVHWM, 0)
+    context.setsockopt(zmq.SNDHWM, 0)
+    return super().init_iopub(context)
+
+
+if __name__ == '__main__':
+  ColabKernelApp.launch_instance()

training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/config.json

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+{
+    "output_path": "/kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training",
+    "logger_uri": null,
+    "run_name": "GPT_XTTS_v2.0_LJSpeech_FT",
+    "project_name": "XTTS_trainer",
+    "run_description": "\n        GPT XTTS training\n        ",
+    "print_step": 50,
+    "plot_step": 100,
+    "model_param_stats": false,
+    "wandb_entity": null,
+    "dashboard_logger": "tensorboard",
+    "save_on_interrupt": true,
+    "log_model_step": 1000,
+    "save_step": 5000,
+    "save_n_checkpoints": 1,
+    "save_checkpoints": true,
+    "save_all_best": false,
+    "save_best_after": 0,
+    "target_loss": null,
+    "print_eval": false,
+    "test_delay_epochs": 0,
+    "run_eval": true,
+    "run_eval_steps": null,
+    "distributed_backend": "nccl",
+    "distributed_url": "tcp://localhost:54321",
+    "mixed_precision": false,
+    "precision": "fp16",
+    "epochs": 1000,
+    "batch_size": 3,
+    "eval_batch_size": 3,
+    "grad_clip": null,
+    "scheduler_after_epoch": true,
+    "lr": 5e-06,
+    "optimizer": "AdamW",
+    "optimizer_params": {
+        "betas": [
+            0.9,
+            0.96
+        ],
+        "eps": 1e-08,
+        "weight_decay": 0.01
+    },
+    "lr_scheduler": "MultiStepLR",
+    "lr_scheduler_params": {
+        "milestones": [
+            900000,
+            2700000,
+            5400000
+        ],
+        "gamma": 0.5,
+        "last_epoch": -1
+    },
+    "use_grad_scaler": false,
+    "allow_tf32": false,
+    "cudnn_enable": true,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "training_seed": 1,
+    "model": "xtts",
+    "num_loader_workers": 8,
+    "num_eval_loader_workers": 0,
+    "use_noise_augment": false,
+    "audio": {
+        "sample_rate": 22050,
+        "output_sample_rate": 24000,
+        "dvae_sample_rate": 22050
+    },
+    "use_phonemes": false,
+    "phonemizer": null,
+    "phoneme_language": null,
+    "compute_input_seq_cache": false,
+    "text_cleaner": null,
+    "enable_eos_bos_chars": false,
+    "test_sentences_file": "",
+    "phoneme_cache_path": null,
+    "characters": null,
+    "add_blank": false,
+    "batch_group_size": 48,
+    "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": false,
+    "precompute_num_workers": 0,
+    "start_by_longest": false,
+    "shuffle": false,
+    "drop_last": false,
+    "datasets": [
+        {
+            "formatter": "",
+            "dataset_name": "",
+            "path": "",
+            "meta_file_train": "",
+            "ignored_speakers": null,
+            "language": "",
+            "phonemizer": "",
+            "meta_file_val": "",
+            "meta_file_attn_mask": ""
+        }
+    ],
+    "test_sentences": [
+        {
+            "text": "\u0915\u092d\u0940 \u092c\u093e\u0930\u093f\u0936 \u0924\u0947\u095b \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948 \u0924\u094b \u0928\u0926\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092c\u093e\u095d \u0906 \u091c\u093e\u0924\u0940 \u0939\u0948 \u092c\u093e \u095b\u094d\u092f\u093e\u0926\u093e \u092c\u093e\u0930\u093f\u0936 \u0915\u0947 \u0915\u093e\u0930\u0923",
+            "speaker_wav": [
+                "/kaggle/input/hindi-data/h_wavs/h_wavs/5348024557589419_chunk_1_enhanced.wav"
+            ],
+            "language": "hi"
+        }
+    ],
+    "eval_split_max_size": 256,
+    "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": {
+        "gpt_batch_size": 1,
+        "enable_redaction": false,
+        "kv_cache": true,
+        "gpt_checkpoint": "",
+        "clvp_checkpoint": null,
+        "decoder_checkpoint": null,
+        "num_chars": 255,
+        "tokenizer_file": "/kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/XTTS_v2.0_original_model_files/vocab.json",
+        "gpt_max_audio_tokens": 605,
+        "gpt_max_text_tokens": 402,
+        "gpt_max_prompt_tokens": 70,
+        "gpt_layers": 30,
+        "gpt_n_model_channels": 1024,
+        "gpt_n_heads": 16,
+        "gpt_number_text_tokens": 6681,
+        "gpt_start_text_token": 261,
+        "gpt_stop_text_token": 0,
+        "gpt_num_audio_tokens": 1026,
+        "gpt_start_audio_token": 1024,
+        "gpt_stop_audio_token": 1025,
+        "gpt_code_stride_len": 1024,
+        "gpt_use_masking_gt_prompt_approach": true,
+        "gpt_use_perceiver_resampler": true,
+        "input_sample_rate": 22050,
+        "output_sample_rate": 24000,
+        "output_hop_length": 256,
+        "decoder_input_dim": 1024,
+        "d_vector_dim": 512,
+        "cond_d_vector_in_each_upsampling_layer": true,
+        "duration_const": 102400,
+        "min_conditioning_length": 66150,
+        "max_conditioning_length": 132300,
+        "gpt_loss_text_ce_weight": 0.01,
+        "gpt_loss_mel_ce_weight": 1.0,
+        "debug_loading_failures": false,
+        "max_wav_length": 255995,
+        "max_text_length": 200,
+        "mel_norm_file": "/kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/XTTS_v2.0_original_model_files/mel_stats.pth",
+        "dvae_checkpoint": "/kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/XTTS_v2.0_original_model_files/dvae.pth",
+        "xtts_checkpoint": "/kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/XTTS_v2.0_original_model_files/model.pth",
+        "vocoder": ""
+    },
+    "model_dir": null,
+    "languages": [
+        "en",
+        "es",
+        "fr",
+        "de",
+        "it",
+        "pt",
+        "pl",
+        "tr",
+        "ru",
+        "nl",
+        "cs",
+        "ar",
+        "zh-cn",
+        "hu",
+        "ko",
+        "ja",
+        "hi"
+    ],
+    "temperature": 0.85,
+    "length_penalty": 1.0,
+    "repetition_penalty": 2.0,
+    "top_k": 50,
+    "top_p": 0.85,
+    "num_gpt_outputs": 1,
+    "gpt_cond_len": 12,
+    "gpt_cond_chunk_len": 4,
+    "max_ref_len": 10,
+    "sound_norm_refs": false,
+    "optimizer_wd_only_on_weights": true,
+    "weighted_loss_attrs": null,
+    "weighted_loss_multipliers": null,
+    "github_branch": "* main"
+}

training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/events.out.tfevents.1743441641.5a94ca9d855d.31.0

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+size 617399

training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/trainer_0_log.txt

@@ -0,0 +1,1864 @@
+ > Training Environment:
+ | > Backend: Torch
+ | > Mixed precision: False
+ | > Precision: float32
+ | > Current device: 0
+ | > Num. of GPUs: 1
+ | > Num. of CPUs: 4
+ | > Num. of Torch Threads: 1
+ | > Torch seed: 1
+ | > Torch CUDNN: True
+ | > Torch CUDNN deterministic: False
+ | > Torch CUDNN benchmark: False
+ | > Torch TF32 MatMul: False
+ > Start Tensorboard: tensorboard --logdir=/kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d
+
+ > Model has 518442047 parameters
+
+ > EPOCH: 0/1000
+ --> /kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d
+
+ > EVALUATION 
+
+
+  --> EVAL PERFORMANCE
+     | > avg_loader_time: 0.14202808929701988 (+0.0)
+     | > avg_loss_text_ce: 0.029086390099788115 (+0.0)
+     | > avg_loss_mel_ce: 3.8966520155890514 (+0.0)
+     | > avg_loss: 3.925738427598598 (+0.0)
+
+
+ > EPOCH: 1/1000
+ --> /kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d
+
+ > TRAINING (2025-03-31 17:21:26) 
+
+   --> TIME: 2025-03-31 17:21:29 -- STEP: 0/8582 -- GLOBAL_STEP: 0
+     | > loss_text_ce: 0.031803034245967865  (0.031803034245967865)
+     | > loss_mel_ce: 4.029339790344238  (4.029339790344238)
+     | > loss: 0.04834694042801857  (0.04834694042801857)
+     | > current_lr: 5e-06 
+     | > step_time: 0.6675  (0.6675474643707275)
+     | > loader_time: 2.5317  (2.5316598415374756)
+
+
+   --> TIME: 2025-03-31 17:21:57 -- STEP: 50/8582 -- GLOBAL_STEP: 50
+     | > loss_text_ce: 0.027784990146756172  (0.030641122199594976)
+     | > loss_mel_ce: 4.126461982727051  (3.958061304092407)
+     | > loss: 0.049455318599939346  (0.047484553381800666)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3743  (0.3397303247451782)
+     | > loader_time: 0.0092  (0.01264857292175293)
+
+
+   --> TIME: 2025-03-31 17:22:24 -- STEP: 100/8582 -- GLOBAL_STEP: 100
+     | > loss_text_ce: 0.028404979035258293  (0.030568635910749434)
+     | > loss_mel_ce: 4.034149169921875  (3.9582567763328553)
+     | > loss: 0.04836374148726463  (0.04748601760715246)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3762  (0.33723421573638923)
+     | > loader_time: 0.0093  (0.011703705787658692)
+
+
+   --> TIME: 2025-03-31 17:22:51 -- STEP: 150/8582 -- GLOBAL_STEP: 150
+     | > loss_text_ce: 0.029418697580695152  (0.030542982245484986)
+     | > loss_mel_ce: 4.10795783996582  (3.9371452045440676)
+     | > loss: 0.04925448074936867  (0.04723438394566377)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3356  (0.3372626415888468)
+     | > loader_time: 0.0111  (0.011435046195983888)
+
+
+   --> TIME: 2025-03-31 17:23:18 -- STEP: 200/8582 -- GLOBAL_STEP: 200
+     | > loss_text_ce: 0.02829129621386528  (0.030559855736792086)
+     | > loss_mel_ce: 3.4744181632995605  (3.892970231771469)
+     | > loss: 0.04169892147183418  (0.046708692219108346)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2988  (0.33580717563629137)
+     | > loader_time: 0.0137  (0.011111837625503544)
+
+
+   --> TIME: 2025-03-31 17:23:45 -- STEP: 250/8582 -- GLOBAL_STEP: 250
+     | > loss_text_ce: 0.030323218554258347  (0.030603834591805934)
+     | > loss_mel_ce: 3.661212682723999  (3.871036623001099)
+     | > loss: 0.04394685849547386  (0.046448101431131365)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3958  (0.33519657230377187)
+     | > loader_time: 0.0093  (0.010886805534362796)
+
+
+   --> TIME: 2025-03-31 17:24:12 -- STEP: 300/8582 -- GLOBAL_STEP: 300
+     | > loss_text_ce: 0.029856137931346893  (0.030586190863202016)
+     | > loss_mel_ce: 3.230562686920166  (3.852664952278137)
+     | > loss: 0.03881451115012169  (0.04622918106615543)
+     | > current_lr: 5e-06 
+     | > step_time: 0.259  (0.33459336360295605)
+     | > loader_time: 0.0105  (0.010753575960795087)
+
+
+   --> TIME: 2025-03-31 17:24:39 -- STEP: 350/8582 -- GLOBAL_STEP: 350
+     | > loss_text_ce: 0.03113587014377117  (0.030658378446740762)
+     | > loss_mel_ce: 3.5391407012939453  (3.8364612688337054)
+     | > loss: 0.042503293603658676  (0.04603713942425591)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2562  (0.33444576740264875)
+     | > loader_time: 0.0133  (0.010657143592834466)
+
+
+   --> TIME: 2025-03-31 17:25:06 -- STEP: 400/8582 -- GLOBAL_STEP: 400
+     | > loss_text_ce: 0.03282009810209274  (0.03070301896892488)
+     | > loss_mel_ce: 3.5893101692199707  (3.8234413224458694)
+     | > loss: 0.043120596557855606  (0.04588267151266336)
+     | > current_lr: 5e-06 
+     | > step_time: 0.395  (0.33517062306404083)
+     | > loader_time: 0.0093  (0.010520495176315304)
+
+
+   --> TIME: 2025-03-31 17:25:32 -- STEP: 450/8582 -- GLOBAL_STEP: 450
+     | > loss_text_ce: 0.029301399365067482  (0.030675962848795785)
+     | > loss_mel_ce: 3.925570011138916  (3.8138442616992525)
+     | > loss: 0.047081802040338516  (0.045768098682165144)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3754  (0.33422291914621965)
+     | > loader_time: 0.0095  (0.010490761862860782)
+
+
+   --> TIME: 2025-03-31 17:25:59 -- STEP: 500/8582 -- GLOBAL_STEP: 500
+     | > loss_text_ce: 0.03503507375717163  (0.030630709126591684)
+     | > loss_mel_ce: 3.0926811695098877  (3.8023825998306275)
+     | > loss: 0.03723471984267235  (0.04563111159950495)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2537  (0.33374000549316385)
+     | > loader_time: 0.0087  (0.010407504558563228)
+
+
+   --> TIME: 2025-03-31 17:26:26 -- STEP: 550/8582 -- GLOBAL_STEP: 550
+     | > loss_text_ce: 0.0304283294826746  (0.030637979341501538)
+     | > loss_mel_ce: 3.608510732650757  (3.7889488753405485)
+     | > loss: 0.043320704251527786  (0.0454712728614157)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2856  (0.33309854507446274)
+     | > loader_time: 0.0099  (0.010342106819152829)
+
+
+   --> TIME: 2025-03-31 17:26:53 -- STEP: 600/8582 -- GLOBAL_STEP: 600
+     | > loss_text_ce: 0.030163682997226715  (0.03058813518844545)
+     | > loss_mel_ce: 3.1974384784698486  (3.7770184433460234)
+     | > loss: 0.03842383623123169  (0.04532865056768062)
+     | > current_lr: 5e-06 
+     | > step_time: 0.4251  (0.3334620789686838)
+     | > loader_time: 0.0096  (0.01028456330299377)
+
+
+   --> TIME: 2025-03-31 17:27:20 -- STEP: 650/8582 -- GLOBAL_STEP: 650
+     | > loss_text_ce: 0.02843950130045414  (0.030558402942350276)
+     | > loss_mel_ce: 3.5185554027557373  (3.7661457604628343)
+     | > loss: 0.04222613200545311  (0.04519885991628352)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2964  (0.33346853512984054)
+     | > loader_time: 0.0083  (0.01021731743445763)
+
+
+   --> TIME: 2025-03-31 17:27:47 -- STEP: 700/8582 -- GLOBAL_STEP: 700
+     | > loss_text_ce: 0.03228835389018059  (0.030574096268309016)
+     | > loss_mel_ce: 4.230715274810791  (3.761250467981611)
+     | > loss: 0.05075004696846008  (0.045140769449727884)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2955  (0.3338649327414373)
+     | > loader_time: 0.0106  (0.010170373576028003)
+
+
+   --> TIME: 2025-03-31 17:28:14 -- STEP: 750/8582 -- GLOBAL_STEP: 750
+     | > loss_text_ce: 0.02860165759921074  (0.030576912671327592)
+     | > loss_mel_ce: 3.2547354698181152  (3.7517946745554607)
+     | > loss: 0.03908734768629074  (0.04502823401490849)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3685  (0.3338837486902872)
+     | > loader_time: 0.0086  (0.010129677136739092)
+
+
+   --> TIME: 2025-03-31 17:28:41 -- STEP: 800/8582 -- GLOBAL_STEP: 800
+     | > loss_text_ce: 0.028605911880731583  (0.03054802050581202)
+     | > loss_mel_ce: 3.6667115688323975  (3.744999507665634)
+     | > loss: 0.043991874903440475  (0.04494699520524593)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3743  (0.33397064447402924)
+     | > loader_time: 0.0106  (0.010111496150493617)
+
+
+   --> TIME: 2025-03-31 17:29:08 -- STEP: 850/8582 -- GLOBAL_STEP: 850
+     | > loss_text_ce: 0.02945890836417675  (0.030568464779678513)
+     | > loss_mel_ce: 3.3978679180145264  (3.7422404132169835)
+     | > loss: 0.0408015102148056  (0.04491439223727761)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3948  (0.3340475747164555)
+     | > loader_time: 0.0096  (0.01010260329527013)
+
+
+   --> TIME: 2025-03-31 17:29:36 -- STEP: 900/8582 -- GLOBAL_STEP: 900
+     | > loss_text_ce: 0.027080614119768143  (0.03053467050401701)
+     | > loss_mel_ce: 3.51204514503479  (3.737695740858714)
+     | > loss: 0.04213244840502739  (0.044859886678556615)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3063  (0.3346368567148842)
+     | > loader_time: 0.0089  (0.010060093667772078)
+
+
+   --> TIME: 2025-03-31 17:30:03 -- STEP: 950/8582 -- GLOBAL_STEP: 950
+     | > loss_text_ce: 0.03108019195497036  (0.030546976208294694)
+     | > loss_mel_ce: 3.844655752182007  (3.7333550561101814)
+     | > loss: 0.04613971337676048  (0.044808358346161106)
+     | > current_lr: 5e-06 
+     | > step_time: 0.338  (0.3344216125889826)
+     | > loader_time: 0.0084  (0.010033964357878029)
+
+
+   --> TIME: 2025-03-31 17:30:29 -- STEP: 1000/8582 -- GLOBAL_STEP: 1000
+     | > loss_text_ce: 0.03102976642549038  (0.03052534612081945)
+     | > loss_mel_ce: 3.1244006156921387  (3.7302405650615693)
+     | > loss: 0.03756464645266533  (0.044771023564040675)
+     | > current_lr: 5e-06 
+     | > step_time: 0.329  (0.3339484939575193)
+     | > loader_time: 0.0089  (0.009992739439010617)
+
+
+   --> TIME: 2025-03-31 17:30:56 -- STEP: 1050/8582 -- GLOBAL_STEP: 1050
+     | > loss_text_ce: 0.027036543935537338  (0.03053942284058957)
+     | > loss_mel_ce: 3.7787740230560303  (3.7271443451018564)
+     | > loss: 0.04530726745724678  (0.04473433137294793)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3546  (0.33394138563246933)
+     | > loader_time: 0.0088  (0.009963026273818242)
+
+
+   --> TIME: 2025-03-31 17:31:22 -- STEP: 1100/8582 -- GLOBAL_STEP: 1100
+     | > loss_text_ce: 0.027049146592617035  (0.030547755585814063)
+     | > loss_mel_ce: 3.584434986114502  (3.719989474903454)
+     | > loss: 0.04299385845661163  (0.04464925353161313)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3739  (0.3334566786072469)
+     | > loader_time: 0.0095  (0.009955899281935252)
+
+
+   --> TIME: 2025-03-31 17:31:49 -- STEP: 1150/8582 -- GLOBAL_STEP: 1150
+     | > loss_text_ce: 0.03275878727436066  (0.030532375661575274)
+     | > loss_mel_ce: 3.9263970851898193  (3.7149510437509288)
+     | > loss: 0.04713280871510506  (0.04458908912280331)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3524  (0.33336137916730796)
+     | > loader_time: 0.0086  (0.009946094803188149)
+
+
+   --> TIME: 2025-03-31 17:32:15 -- STEP: 1200/8582 -- GLOBAL_STEP: 1200
+     | > loss_text_ce: 0.04136398807168007  (0.03054603199629734)
+     | > loss_mel_ce: 3.413004159927368  (3.709965961376826)
+     | > loss: 0.04112343117594719  (0.0445299054744343)
+     | > current_lr: 5e-06 
+     | > step_time: 0.186  (0.333109675049782)
+     | > loader_time: 0.0163  (0.009933813214302053)
+
+
+   --> TIME: 2025-03-31 17:32:42 -- STEP: 1250/8582 -- GLOBAL_STEP: 1250
+     | > loss_text_ce: 0.030918531119823456  (0.0305690888017416)
+     | > loss_mel_ce: 3.681840419769287  (3.701830716133118)
+     | > loss: 0.04419951140880585  (0.04443333180844783)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2908  (0.3333415935516359)
+     | > loader_time: 0.0091  (0.00991404151916503)
+
+
+   --> TIME: 2025-03-31 17:33:10 -- STEP: 1300/8582 -- GLOBAL_STEP: 1300
+     | > loss_text_ce: 0.029924435541033745  (0.030568041512026238)
+     | > loss_mel_ce: 3.1660079956054688  (3.695930756788987)
+     | > loss: 0.03804681450128555  (0.044363081733194656)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3045  (0.3334376056377705)
+     | > loader_time: 0.0101  (0.009905548645899834)
+
+
+   --> TIME: 2025-03-31 17:33:37 -- STEP: 1350/8582 -- GLOBAL_STEP: 1350
+     | > loss_text_ce: 0.02980535291135311  (0.030567048621122483)
+     | > loss_mel_ce: 3.256988286972046  (3.691814179243865)
+     | > loss: 0.03912849724292755  (0.04431406303136433)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3748  (0.33355873461122865)
+     | > loader_time: 0.0087  (0.009897086355421265)
+
+
+   --> TIME: 2025-03-31 17:34:03 -- STEP: 1400/8582 -- GLOBAL_STEP: 1400
+     | > loss_text_ce: 0.03173891454935074  (0.0305644615127572)
+     | > loss_mel_ce: 3.2405009269714355  (3.6882774688516347)
+     | > loss: 0.038955237716436386  (0.044271928542958805)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2988  (0.3333543600354877)
+     | > loader_time: 0.009  (0.009875369242259414)
+
+
+   --> TIME: 2025-03-31 17:34:29 -- STEP: 1450/8582 -- GLOBAL_STEP: 1450
+     | > loss_text_ce: 0.02939261868596077  (0.030563041800311927)
+     | > loss_mel_ce: 3.744962453842163  (3.6834813358043803)
+     | > loss: 0.04493280127644539  (0.044214814821707756)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3409  (0.3329559375499856)
+     | > loader_time: 0.0087  (0.009862675337955843)
+
+
+   --> TIME: 2025-03-31 17:34:57 -- STEP: 1500/8582 -- GLOBAL_STEP: 1500
+     | > loss_text_ce: 0.03336053714156151  (0.03056303537512819)
+     | > loss_mel_ce: 3.4939091205596924  (3.6808292055130005)
+     | > loss: 0.041991304606199265  (0.04418324177215493)
+     | > current_lr: 5e-06 
+     | > step_time: 0.374  (0.3332018707593278)
+     | > loader_time: 0.0097  (0.009845428625742569)
+
+
+   --> TIME: 2025-03-31 17:35:23 -- STEP: 1550/8582 -- GLOBAL_STEP: 1550
+     | > loss_text_ce: 0.028127536177635193  (0.030565203761141146)
+     | > loss_mel_ce: 3.632962465286255  (3.674186464740384)
+     | > loss: 0.04358440265059471  (0.04410418733233402)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3724  (0.33313503742217987)
+     | > loader_time: 0.0087  (0.00982326984405515)
+
+
+   --> TIME: 2025-03-31 17:35:51 -- STEP: 1600/8582 -- GLOBAL_STEP: 1600
+     | > loss_text_ce: 0.028123170137405396  (0.03056042121956125)
+     | > loss_mel_ce: 3.676309585571289  (3.6707722891867163)
+     | > loss: 0.04410038888454437  (0.044063485446386004)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3542  (0.33333272740244835)
+     | > loader_time: 0.0089  (0.009811004549264885)
+
+
+   --> TIME: 2025-03-31 17:36:18 -- STEP: 1650/8582 -- GLOBAL_STEP: 1650
+     | > loss_text_ce: 0.03199569508433342  (0.030554101427621914)
+     | > loss_mel_ce: 3.8601465225219727  (3.6670075329867275)
+     | > loss: 0.04633502662181854  (0.04401859169430802)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2569  (0.3332955525138159)
+     | > loader_time: 0.009  (0.009808717785459558)
+
+
+   --> TIME: 2025-03-31 17:36:44 -- STEP: 1700/8582 -- GLOBAL_STEP: 1700
+     | > loss_text_ce: 0.03188487887382507  (0.030542611672597773)
+     | > loss_mel_ce: 3.6413161754608154  (3.6638570662105785)
+     | > loss: 0.04372858628630638  (0.043980949356713685)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2603  (0.3330005520932812)
+     | > loader_time: 0.009  (0.009788729864008269)
+
+
+   --> TIME: 2025-03-31 17:37:10 -- STEP: 1750/8582 -- GLOBAL_STEP: 1750
+     | > loss_text_ce: 0.028704188764095306  (0.030535636812448502)
+     | > loss_mel_ce: 3.7492103576660156  (3.659714952196394)
+     | > loss: 0.044975172728300095  (0.04393155542867521)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3324  (0.33290286159515353)
+     | > loader_time: 0.0094  (0.009781060491289396)
+
+
+   --> TIME: 2025-03-31 17:37:38 -- STEP: 1800/8582 -- GLOBAL_STEP: 1800
+     | > loss_text_ce: 0.02744356542825699  (0.030523757851786085)
+     | > loss_mel_ce: 3.4919071197509766  (3.656898095342848)
+     | > loss: 0.04189703240990639  (0.04389788000947896)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3204  (0.33320924030409893)
+     | > loader_time: 0.011  (0.009768253432379814)
+
+
+   --> TIME: 2025-03-31 17:38:05 -- STEP: 1850/8582 -- GLOBAL_STEP: 1850
+     | > loss_text_ce: 0.029747599735856056  (0.030511972914273676)
+     | > loss_mel_ce: 3.5669195652008057  (3.6538125989243793)
+     | > loss: 0.04281746596097946  (0.04386100760988284)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3897  (0.33336641530732825)
+     | > loader_time: 0.0131  (0.009764718622774676)
+
+
+   --> TIME: 2025-03-31 17:38:33 -- STEP: 1900/8582 -- GLOBAL_STEP: 1900
+     | > loss_text_ce: 0.030334435403347015  (0.030484356490993188)
+     | > loss_mel_ce: 3.972968101501465  (3.6515863971961173)
+     | > loss: 0.04765836521983147  (0.04383417643998796)
+     | > current_lr: 5e-06 
+     | > step_time: 0.331  (0.333586105547453)
+     | > loader_time: 0.0088  (0.009764984406922979)
+
+
+   --> TIME: 2025-03-31 17:38:59 -- STEP: 1950/8582 -- GLOBAL_STEP: 1950
+     | > loss_text_ce: 0.032924819737672806  (0.030492193255669032)
+     | > loss_mel_ce: 3.2706775665283203  (3.6476506991264146)
+     | > loss: 0.03932860121130943  (0.043787416175771955)
+     | > current_lr: 5e-06 
+     | > step_time: 0.248  (0.33325513656322747)
+     | > loader_time: 0.0098  (0.009765990575154608)
+
+
+   --> TIME: 2025-03-31 17:39:26 -- STEP: 2000/8582 -- GLOBAL_STEP: 2000
+     | > loss_text_ce: 0.03341083973646164  (0.030485821947455406)
+     | > loss_mel_ce: 3.5591697692871094  (3.6452377849817275)
+     | > loss: 0.04276881739497185  (0.0437586151640862)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3704  (0.33328000402450536)
+     | > loader_time: 0.0089  (0.00976069104671477)
+
+
+   --> TIME: 2025-03-31 17:39:53 -- STEP: 2050/8582 -- GLOBAL_STEP: 2050
+     | > loss_text_ce: 0.029302069917321205  (0.030502607667954956)
+     | > loss_mel_ce: 3.499248504638672  (3.643294455714342)
+     | > loss: 0.04200655594468117  (0.043735680122201005)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3322  (0.3335209441766504)
+     | > loader_time: 0.0089  (0.009760745095043634)
+
+
+   --> TIME: 2025-03-31 17:40:20 -- STEP: 2100/8582 -- GLOBAL_STEP: 2100
+     | > loss_text_ce: 0.03387937322258949  (0.030496370885521172)
+     | > loss_mel_ce: 3.487562656402588  (3.6414456462860105)
+     | > loss: 0.04192192852497101  (0.04371359623613809)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2012  (0.3333825907253081)
+     | > loader_time: 0.0092  (0.009752450556982118)
+
+
+   --> TIME: 2025-03-31 17:40:48 -- STEP: 2150/8582 -- GLOBAL_STEP: 2150
+     | > loss_text_ce: 0.02857462503015995  (0.03047738610831804)
+     | > loss_mel_ce: 3.231551170349121  (3.640261242223341)
+     | > loss: 0.03881102427840233  (0.04369927018534303)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3552  (0.3336886870583821)
+     | > loader_time: 0.0088  (0.009743216425873499)
+
+
+   --> TIME: 2025-03-31 17:41:14 -- STEP: 2200/8582 -- GLOBAL_STEP: 2200
+     | > loss_text_ce: 0.02747238427400589  (0.03048294302414764)
+     | > loss_mel_ce: 3.3301804065704346  (3.636441065939991)
+     | > loss: 0.039972059428691864  (0.04365385805002664)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3555  (0.3336463230306451)
+     | > loader_time: 0.0104  (0.00973656741055574)
+
+
+   --> TIME: 2025-03-31 17:41:41 -- STEP: 2250/8582 -- GLOBAL_STEP: 2250
+     | > loss_text_ce: 0.027805788442492485  (0.030481273169318836)
+     | > loss_mel_ce: 3.9379115104675293  (3.6323583530849888)
+     | > loss: 0.047210920602083206  (0.04360523445076409)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2913  (0.333398578008016)
+     | > loader_time: 0.0089  (0.009732081201341404)
+
+
+   --> TIME: 2025-03-31 17:42:07 -- STEP: 2300/8582 -- GLOBAL_STEP: 2300
+     | > loss_text_ce: 0.029821118339896202  (0.030486720750189347)
+     | > loss_mel_ce: 3.3042843341827393  (3.6298966277163975)
+     | > loss: 0.039691731333732605  (0.04357599304584054)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3746  (0.3333983929260917)
+     | > loader_time: 0.0093  (0.009725439859473174)
+
+
+   --> TIME: 2025-03-31 17:42:35 -- STEP: 2350/8582 -- GLOBAL_STEP: 2350
+     | > loss_text_ce: 0.031007686629891396  (0.030491801333078678)
+     | > loss_mel_ce: 3.5866825580596924  (3.6280309805971527)
+     | > loss: 0.04306774213910103  (0.04355384344433213)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3574  (0.3334391363630904)
+     | > loader_time: 0.0099  (0.00972229338706806)
+
+
+   --> TIME: 2025-03-31 17:43:01 -- STEP: 2400/8582 -- GLOBAL_STEP: 2400
+     | > loss_text_ce: 0.028825541958212852  (0.030476718489080668)
+     | > loss_mel_ce: 3.468691825866699  (3.625181915958724)
+     | > loss: 0.0416371114552021  (0.04351974644698201)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2821  (0.33334114551544186)
+     | > loader_time: 0.0082  (0.009716239273548102)
+
+
+   --> TIME: 2025-03-31 17:43:28 -- STEP: 2450/8582 -- GLOBAL_STEP: 2450
+     | > loss_text_ce: 0.029976969584822655  (0.030468647267897518)
+     | > loss_mel_ce: 3.5373573303222656  (3.62275806845451)
+     | > loss: 0.04246826842427254  (0.04349079503240633)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3189  (0.33329607768934594)
+     | > loader_time: 0.0092  (0.00970783029283794)
+
+
+   --> TIME: 2025-03-31 17:43:55 -- STEP: 2500/8582 -- GLOBAL_STEP: 2500
+     | > loss_text_ce: 0.031184447929263115  (0.030458101622760296)
+     | > loss_mel_ce: 4.165580749511719  (3.619781756496431)
+     | > loss: 0.04996149241924286  (0.04345523720234633)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2834  (0.3333324439048766)
+     | > loader_time: 0.0097  (0.009701551723480207)
+
+
+   --> TIME: 2025-03-31 17:44:22 -- STEP: 2550/8582 -- GLOBAL_STEP: 2550
+     | > loss_text_ce: 0.02926354669034481  (0.030457173867845067)
+     | > loss_mel_ce: 3.4668562412261963  (3.6184341693392)
+     | > loss: 0.04162047430872917  (0.0434391834528423)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3299  (0.33343928851333315)
+     | > loader_time: 0.0088  (0.009693294132457045)
+
+
+   --> TIME: 2025-03-31 17:44:48 -- STEP: 2600/8582 -- GLOBAL_STEP: 2600
+     | > loss_text_ce: 0.028440358117222786  (0.030451579376911887)
+     | > loss_mel_ce: 3.1290478706359863  (3.616649008439139)
+     | > loss: 0.03758914768695831  (0.04341786493762184)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2881  (0.3332383352059584)
+     | > loader_time: 0.009  (0.009687259655732364)
+
+
+   --> TIME: 2025-03-31 17:45:15 -- STEP: 2650/8582 -- GLOBAL_STEP: 2650
+     | > loss_text_ce: 0.030621107667684555  (0.03044778805718107)
+     | > loss_mel_ce: 3.662932872772217  (3.6142465244149276)
+     | > loss: 0.043970879167318344  (0.04338921880244084)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3054  (0.333224133725436)
+     | > loader_time: 0.0086  (0.009681306245192029)
+
+
+   --> TIME: 2025-03-31 17:45:42 -- STEP: 2700/8582 -- GLOBAL_STEP: 2700
+     | > loss_text_ce: 0.030316505581140518  (0.030441332867162094)
+     | > loss_mel_ce: 3.2913689613342285  (3.612043413586088)
+     | > loss: 0.03954387456178665  (0.043362914452122314)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3371  (0.33308063816141165)
+     | > loader_time: 0.0088  (0.009677296832755755)
+
+
+   --> TIME: 2025-03-31 17:46:08 -- STEP: 2750/8582 -- GLOBAL_STEP: 2750
+     | > loss_text_ce: 0.031267199665308  (0.03042786109176549)
+     | > loss_mel_ce: 3.8822829723358154  (3.6103918760473093)
+     | > loss: 0.04658988490700722  (0.04334309291162271)
+     | > current_lr: 5e-06 
+     | > step_time: 0.4391  (0.3330075944553717)
+     | > loader_time: 0.0094  (0.009670613288879392)
+
+
+   --> TIME: 2025-03-31 17:46:35 -- STEP: 2800/8582 -- GLOBAL_STEP: 2800
+     | > loss_text_ce: 0.03022843971848488  (0.030417194507483925)
+     | > loss_mel_ce: 3.459815263748169  (3.608451859184675)
+     | > loss: 0.04154814034700394  (0.04331987048366237)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3534  (0.33295804466519985)
+     | > loader_time: 0.0096  (0.00966569994177137)
+
+
+   --> TIME: 2025-03-31 17:47:01 -- STEP: 2850/8582 -- GLOBAL_STEP: 2850
+     | > loss_text_ce: 0.02990182861685753  (0.030413203247283634)
+     | > loss_mel_ce: 3.275512933731079  (3.606704787706075)
+     | > loss: 0.039350174367427826  (0.043299024498514915)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3517  (0.33282466779675346)
+     | > loader_time: 0.0099  (0.00965977007882637)
+
+
+   --> TIME: 2025-03-31 17:47:28 -- STEP: 2900/8582 -- GLOBAL_STEP: 2900
+     | > loss_text_ce: 0.027219384908676147  (0.030399059300021878)
+     | > loss_mel_ce: 3.190122604370117  (3.6046855985707262)
+     | > loss: 0.03830169141292572  (0.04327481814884927)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2576  (0.33275961316865005)
+     | > loader_time: 0.0093  (0.009658330802259776)
+
+
+   --> TIME: 2025-03-31 17:47:54 -- STEP: 2950/8582 -- GLOBAL_STEP: 2950
+     | > loss_text_ce: 0.02775839902460575  (0.030396079552375666)
+     | > loss_mel_ce: 3.6177525520324707  (3.6033501220153563)
+     | > loss: 0.043398939073085785  (0.04325888414125314)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2986  (0.3326383707887028)
+     | > loader_time: 0.0087  (0.009655653662600771)
+
+
+   --> TIME: 2025-03-31 17:48:21 -- STEP: 3000/8582 -- GLOBAL_STEP: 3000
+     | > loss_text_ce: 0.03389271721243858  (0.03039527113114794)
+     | > loss_mel_ce: 3.8138222694396973  (3.600636523803076)
+     | > loss: 0.04580613225698471  (0.043226569771766594)
+     | > current_lr: 5e-06 
+     | > step_time: 0.337  (0.33265093604723545)
+     | > loader_time: 0.009  (0.009652896960576387)
+
+
+   --> TIME: 2025-03-31 17:48:48 -- STEP: 3050/8582 -- GLOBAL_STEP: 3050
+     | > loss_text_ce: 0.030014727264642715  (0.030400974305316072)
+     | > loss_mel_ce: 3.7734506130218506  (3.598785255072548)
+     | > loss: 0.04527935013175011  (0.04320459875293436)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2846  (0.3327348338580517)
+     | > loader_time: 0.0088  (0.009649233896224229)
+
+
+   --> TIME: 2025-03-31 17:49:15 -- STEP: 3100/8582 -- GLOBAL_STEP: 3100
+     | > loss_text_ce: 0.0384208969771862  (0.030397543789398285)
+     | > loss_mel_ce: 3.310793399810791  (3.596738148812326)
+     | > loss: 0.03987159952521324  (0.04318018760171622)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2584  (0.33285642693119605)
+     | > loader_time: 0.0088  (0.009645253227603054)
+
+
+   --> TIME: 2025-03-31 17:49:42 -- STEP: 3150/8582 -- GLOBAL_STEP: 3150
+     | > loss_text_ce: 0.029643742367625237  (0.030391823590866156)
+     | > loss_mel_ce: 3.034198522567749  (3.594505461889601)
+     | > loss: 0.0364743135869503  (0.04315353989837655)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3118  (0.3328032613935919)
+     | > loader_time: 0.0102  (0.009646663817148357)
+
+
+   --> TIME: 2025-03-31 17:50:08 -- STEP: 3200/8582 -- GLOBAL_STEP: 3200
+     | > loss_text_ce: 0.02999650500714779  (0.03038313701748848)
+     | > loss_mel_ce: 3.6722517013549805  (3.592559778839351)
+     | > loss: 0.04407438263297081  (0.04313027359079563)
+     | > current_lr: 5e-06 
+     | > step_time: 0.311  (0.3326042080670589)
+     | > loader_time: 0.0114  (0.009640675261616702)
+
+
+   --> TIME: 2025-03-31 17:50:35 -- STEP: 3250/8582 -- GLOBAL_STEP: 3250
+     | > loss_text_ce: 0.032171569764614105  (0.030379006256850867)
+     | > loss_mel_ce: 3.446150064468384  (3.5914163875579845)
+     | > loss: 0.04140859097242355  (0.04311661261320108)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3306  (0.3325351861073415)
+     | > loader_time: 0.0094  (0.009637613296508777)
+
+
+   --> TIME: 2025-03-31 17:51:01 -- STEP: 3300/8582 -- GLOBAL_STEP: 3300
+     | > loss_text_ce: 0.028887629508972168  (0.030363754037993424)
+     | > loss_mel_ce: 3.225801706314087  (3.590533006552495)
+     | > loss: 0.03874630108475685  (0.04310591459387174)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3751  (0.33251598719394515)
+     | > loader_time: 0.0094  (0.009634310693451845)
+
+
+   --> TIME: 2025-03-31 17:51:28 -- STEP: 3350/8582 -- GLOBAL_STEP: 3350
+     | > loss_text_ce: 0.028173811733722687  (0.03035712091836022)
+     | > loss_mel_ce: 3.7351481914520264  (3.5893032939398477)
+     | > loss: 0.04480145499110222  (0.043091196192067)
+     | > current_lr: 5e-06 
+     | > step_time: 0.393  (0.33250642783606177)
+     | > loader_time: 0.0092  (0.009630492267323956)
+
+
+   --> TIME: 2025-03-31 17:51:55 -- STEP: 3400/8582 -- GLOBAL_STEP: 3400
+     | > loss_text_ce: 0.030382974073290825  (0.030348830611499792)
+     | > loss_mel_ce: 3.349057912826538  (3.5869321318233727)
+     | > loss: 0.04023144021630287  (0.04306286937392804)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2961  (0.33250528742285285)
+     | > loader_time: 0.0088  (0.009625862977083984)
+
+
+   --> TIME: 2025-03-31 17:52:23 -- STEP: 3450/8582 -- GLOBAL_STEP: 3450
+     | > loss_text_ce: 0.02896595001220703  (0.03034102548453687)
+     | > loss_mel_ce: 3.530642509460449  (3.5856154583502517)
+     | > loss: 0.04237629100680351  (0.04304710176651887)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2933  (0.3326538397609318)
+     | > loader_time: 0.0086  (0.009628855110942445)
+
+
+   --> TIME: 2025-03-31 17:52:49 -- STEP: 3500/8582 -- GLOBAL_STEP: 3500
+     | > loss_text_ce: 0.029175803065299988  (0.030329083341040782)
+     | > loss_mel_ce: 3.2840068340301514  (3.5837843132019054)
+     | > loss: 0.039442650973796844  (0.04302516025411225)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3759  (0.3326685127530774)
+     | > loader_time: 0.0108  (0.009630716051374154)
+
+
+   --> TIME: 2025-03-31 17:53:16 -- STEP: 3550/8582 -- GLOBAL_STEP: 3550
+     | > loss_text_ce: 0.02733779139816761  (0.03031481877966246)
+     | > loss_mel_ce: 3.355320930480957  (3.582035595799837)
+     | > loss: 0.040269747376441956  (0.04300417237298584)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3763  (0.3325861813316877)
+     | > loader_time: 0.0092  (0.009629534331845558)
+
+
+   --> TIME: 2025-03-31 17:53:43 -- STEP: 3600/8582 -- GLOBAL_STEP: 3600
+     | > loss_text_ce: 0.028484243899583817  (0.030306435023537942)
+     | > loss_mel_ce: 3.4567904472351074  (3.580656286941635)
+     | > loss: 0.04149136692285538  (0.04298765222128061)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3342  (0.3326224484708569)
+     | > loader_time: 0.0097  (0.009626406431198112)
+
+
+   --> TIME: 2025-03-31 17:54:10 -- STEP: 3650/8582 -- GLOBAL_STEP: 3650
+     | > loss_text_ce: 0.028388377279043198  (0.030295435753587174)
+     | > loss_mel_ce: 3.7802741527557373  (3.5794280729555115)
+     | > loss: 0.04534121975302696  (0.04297289968047235)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2565  (0.33258046855665185)
+     | > loader_time: 0.0089  (0.009621949849063395)
+
+
+   --> TIME: 2025-03-31 17:54:37 -- STEP: 3700/8582 -- GLOBAL_STEP: 3700
+     | > loss_text_ce: 0.030529052019119263  (0.03028492803106437)
+     | > loss_mel_ce: 3.2552452087402344  (3.577437765018361)
+     | > loss: 0.03911636024713516  (0.04294908044608053)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2473  (0.33268586642033293)
+     | > loader_time: 0.0093  (0.009620704199816721)
+
+
+   --> TIME: 2025-03-31 17:55:03 -- STEP: 3750/8582 -- GLOBAL_STEP: 3750
+     | > loss_text_ce: 0.033921465277671814  (0.03027760012348493)
+     | > loss_mel_ce: 3.4358770847320557  (3.5759809507370006)
+     | > loss: 0.041307125240564346  (0.042931650181611325)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2989  (0.3326323933919266)
+     | > loader_time: 0.0091  (0.009616514396667473)
+
+
+   --> TIME: 2025-03-31 17:55:31 -- STEP: 3800/8582 -- GLOBAL_STEP: 3800
+     | > loss_text_ce: 0.03179728984832764  (0.030270763653771657)
+     | > loss_mel_ce: 3.668428897857666  (3.57484564235336)
+     | > loss: 0.04405031353235245  (0.042918053216447906)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3917  (0.33270737102157144)
+     | > loader_time: 0.0091  (0.009614269231495097)
+
+
+   --> TIME: 2025-03-31 17:55:57 -- STEP: 3850/8582 -- GLOBAL_STEP: 3850
+     | > loss_text_ce: 0.030437247827649117  (0.030257997474113067)
+     | > loss_mel_ce: 3.4831857681274414  (3.574122575475025)
+     | > loss: 0.04182884469628334  (0.04290929329956501)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2975  (0.3326873153835143)
+     | > loader_time: 0.0104  (0.00961279831923447)
+
+
+   --> TIME: 2025-03-31 17:56:24 -- STEP: 3900/8582 -- GLOBAL_STEP: 3900
+     | > loss_text_ce: 0.030664807185530663  (0.030246650351163668)
+     | > loss_mel_ce: 3.2146267890930176  (3.5724498416827286)
+     | > loss: 0.03863442689180374  (0.0428892447207218)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3042  (0.3325963827279893)
+     | > loader_time: 0.0089  (0.009612976587735682)
+
+
+   --> TIME: 2025-03-31 17:56:51 -- STEP: 3950/8582 -- GLOBAL_STEP: 3950
+     | > loss_text_ce: 0.02995869144797325  (0.03023693574380271)
+     | > loss_mel_ce: 3.89894700050354  (3.571743418717687)
+     | > loss: 0.04677268862724304  (0.042880719269189606)
+     | > current_lr: 5e-06 
+     | > step_time: 0.353  (0.33265119256852504)
+     | > loader_time: 0.0091  (0.009611768903611574)
+
+
+   --> TIME: 2025-03-31 17:57:18 -- STEP: 4000/8582 -- GLOBAL_STEP: 4000
+     | > loss_text_ce: 0.029278714209794998  (0.03022940978175029)
+     | > loss_mel_ce: 3.2917213439941406  (3.5704939999580394)
+     | > loss: 0.03953571617603302  (0.04286575564555819)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3958  (0.332772659361362)
+     | > loader_time: 0.0088  (0.009608993768692009)
+
+
+   --> TIME: 2025-03-31 17:57:46 -- STEP: 4050/8582 -- GLOBAL_STEP: 4050
+     | > loss_text_ce: 0.033058758825063705  (0.030223982028295227)
+     | > loss_mel_ce: 3.863330125808716  (3.5687696885473943)
+     | > loss: 0.04638558253645897  (0.04284516351642427)
+     | > current_lr: 5e-06 
+     | > step_time: 0.4225  (0.33289725085835353)
+     | > loader_time: 0.009  (0.009604502195193437)
+
+
+   --> TIME: 2025-03-31 17:58:13 -- STEP: 4100/8582 -- GLOBAL_STEP: 4100
+     | > loss_text_ce: 0.026982447132468224  (0.03021663471465794)
+     | > loss_mel_ce: 3.4193389415740967  (3.5672004510716704)
+     | > loss: 0.04102763906121254  (0.04282639464954046)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3765  (0.33284249288279794)
+     | > loader_time: 0.009  (0.009603621668931908)
+
+
+   --> TIME: 2025-03-31 17:58:40 -- STEP: 4150/8582 -- GLOBAL_STEP: 4150
+     | > loss_text_ce: 0.03202587366104126  (0.030202353567962185)
+     | > loss_mel_ce: 3.6946208477020264  (3.5655814227138665)
+     | > loss: 0.044364843517541885  (0.04280695048531131)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2988  (0.33293659520436436)
+     | > loader_time: 0.0089  (0.009602832449487887)
+
+
+   --> TIME: 2025-03-31 17:59:07 -- STEP: 4200/8582 -- GLOBAL_STEP: 4200
+     | > loss_text_ce: 0.027610721066594124  (0.030188783911012474)
+     | > loss_mel_ce: 3.0493719577789307  (3.564244221392133)
+     | > loss: 0.036630745977163315  (0.042790869875323156)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3154  (0.3329812003317329)
+     | > loader_time: 0.0109  (0.009605111564908703)
+
+
+   --> TIME: 2025-03-31 17:59:34 -- STEP: 4250/8582 -- GLOBAL_STEP: 4250
+     | > loss_text_ce: 0.02970784902572632  (0.030183302418712307)
+     | > loss_mel_ce: 3.608376979827881  (3.5625398406982436)
+     | > loss: 0.043310534209012985  (0.042770514372517034)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2535  (0.33292530890072036)
+     | > loader_time: 0.011  (0.009607143233804136)
+
+
+   --> TIME: 2025-03-31 18:00:01 -- STEP: 4300/8582 -- GLOBAL_STEP: 4300
+     | > loss_text_ce: 0.029031936079263687  (0.03017867465438538)
+     | > loss_mel_ce: 3.9942171573638916  (3.560554030717806)
+     | > loss: 0.047895822674036026  (0.04274681868334838)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3696  (0.3329131551121551)
+     | > loader_time: 0.0099  (0.009605962453886513)
+
+
+   --> TIME: 2025-03-31 18:00:28 -- STEP: 4350/8582 -- GLOBAL_STEP: 4350
+     | > loss_text_ce: 0.02678701840341091  (0.030165926341780985)
+     | > loss_mel_ce: 3.5274791717529297  (3.559175085254099)
+     | > loss: 0.04231269285082817  (0.04273025090410102)
+     | > current_lr: 5e-06 
+     | > step_time: 0.26  (0.3330000765570273)
+     | > loader_time: 0.0095  (0.009605469155585621)
+
+
+   --> TIME: 2025-03-31 18:00:55 -- STEP: 4400/8582 -- GLOBAL_STEP: 4400
+     | > loss_text_ce: 0.026162663474678993  (0.030158973719755358)
+     | > loss_mel_ce: 3.2087466716766357  (3.5571264032342214)
+     | > loss: 0.038510825484991074  (0.0427057790637693)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3108  (0.3329941542582073)
+     | > loader_time: 0.0104  (0.00960539319298483)
+
+
+   --> TIME: 2025-03-31 18:01:22 -- STEP: 4450/8582 -- GLOBAL_STEP: 4450
+     | > loss_text_ce: 0.027990052476525307  (0.030150660015642643)
+     | > loss_mel_ce: 3.7592225074768066  (3.5566808646448544)
+     | > loss: 0.04508586600422859  (0.04270037606191095)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2843  (0.33309699899694833)
+     | > loader_time: 0.0104  (0.009605254805489865)
+
+
+   --> TIME: 2025-03-31 18:01:49 -- STEP: 4500/8582 -- GLOBAL_STEP: 4500
+     | > loss_text_ce: 0.030211960896849632  (0.030138659179210662)
+     | > loss_mel_ce: 3.6649649143218994  (3.555729952494303)
+     | > loss: 0.043990202248096466  (0.04268891281468997)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3391  (0.3331168017387384)
+     | > loader_time: 0.009  (0.009605245855119487)
+
+
+   --> TIME: 2025-03-31 18:02:16 -- STEP: 4550/8582 -- GLOBAL_STEP: 4550
+     | > loss_text_ce: 0.029823873192071915  (0.030131005914165423)
+     | > loss_mel_ce: 3.5651392936706543  (3.554770525575994)
+     | > loss: 0.04279718175530434  (0.04267739995822799)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3336  (0.33312292539156335)
+     | > loader_time: 0.0095  (0.009602552979857053)
+
+
+   --> TIME: 2025-03-31 18:02:44 -- STEP: 4600/8582 -- GLOBAL_STEP: 4600
+     | > loss_text_ce: 0.02734869159758091  (0.030124356998940525)
+     | > loss_mel_ce: 3.2526988983154297  (3.553705692135768)
+     | > loss: 0.03904818743467331  (0.042664644219305166)
+     | > current_lr: 5e-06 
+     | > step_time: 0.4238  (0.3332131578092984)
+     | > loader_time: 0.0095  (0.00960172414779663)
+
+
+   --> TIME: 2025-03-31 18:03:11 -- STEP: 4650/8582 -- GLOBAL_STEP: 4650
+     | > loss_text_ce: 0.03165078163146973  (0.030121065075759606)
+     | > loss_mel_ce: 3.753878355026245  (3.5523749324326865)
+     | > loss: 0.04506582394242287  (0.04264876265359175)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3343  (0.3331828762895311)
+     | > loader_time: 0.0094  (0.009599280357360839)
+
+
+   --> TIME: 2025-03-31 18:03:37 -- STEP: 4700/8582 -- GLOBAL_STEP: 4700
+     | > loss_text_ce: 0.027049032971262932  (0.030110434550157886)
+     | > loss_mel_ce: 3.340787172317505  (3.551590116632745)
+     | > loss: 0.04009328782558441  (0.042639293057170256)
+     | > current_lr: 5e-06 
+     | > step_time: 0.353  (0.3331416487186506)
+     | > loader_time: 0.0105  (0.009597820728383165)
+
+
+   --> TIME: 2025-03-31 18:04:03 -- STEP: 4750/8582 -- GLOBAL_STEP: 4750
+     | > loss_text_ce: 0.032734036445617676  (0.03010535148374344)
+     | > loss_mel_ce: 3.7251222133636475  (3.550708659623798)
+     | > loss: 0.044736385345458984  (0.042628739014267836)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3538  (0.33302479643570687)
+     | > loader_time: 0.0103  (0.009600945522910671)
+
+
+   --> TIME: 2025-03-31 18:04:29 -- STEP: 4800/8582 -- GLOBAL_STEP: 4800
+     | > loss_text_ce: 0.030417487025260925  (0.030098664516505474)
+     | > loss_mel_ce: 3.2980034351348877  (3.5496377044916145)
+     | > loss: 0.039624057710170746  (0.04261590994118392)
+     | > current_lr: 5e-06 
+     | > step_time: 0.4318  (0.3329219675560788)
+     | > loader_time: 0.0091  (0.009600657820701608)
+
+
+   --> TIME: 2025-03-31 18:04:57 -- STEP: 4850/8582 -- GLOBAL_STEP: 4850
+     | > loss_text_ce: 0.026326140388846397  (0.03009002618261219)
+     | > loss_mel_ce: 3.305577516555786  (3.549194298036319)
+     | > loss: 0.03966552019119263  (0.04261052845602788)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3712  (0.3329712753197578)
+     | > loader_time: 0.0104  (0.009603076521883318)
+
+
+   --> TIME: 2025-03-31 18:05:22 -- STEP: 4900/8582 -- GLOBAL_STEP: 4900
+     | > loss_text_ce: 0.026918509975075722  (0.030082821780625654)
+     | > loss_mel_ce: 3.4422414302825928  (3.548923652901941)
+     | > loss: 0.041299521923065186  (0.042607220722248255)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3907  (0.3327813692968717)
+     | > loader_time: 0.0098  (0.009604110328518621)
+
+
+   --> TIME: 2025-03-31 18:05:49 -- STEP: 4950/8582 -- GLOBAL_STEP: 4950
+     | > loss_text_ce: 0.028811030089855194  (0.03007017153757389)
+     | > loss_mel_ce: 3.396064281463623  (3.5475162194473566)
+     | > loss: 0.04077232629060745  (0.04259031496264706)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2842  (0.332740265576526)
+     | > loader_time: 0.0098  (0.009601280039007018)
+
+
+   --> TIME: 2025-03-31 18:06:17 -- STEP: 5000/8582 -- GLOBAL_STEP: 5000
+     | > loss_text_ce: 0.027051763609051704  (0.030058956072852014)
+     | > loss_mel_ce: 3.6479616165161133  (3.546667894315719)
+     | > loss: 0.043750159442424774  (0.04258008233681309)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3548  (0.3328820544719693)
+     | > loader_time: 0.009  (0.009598545122146605)
+
+
+ > CHECKPOINT : /kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/checkpoint_5000.pth
+
+   --> TIME: 2025-03-31 18:06:54 -- STEP: 5050/8582 -- GLOBAL_STEP: 5050
+     | > loss_text_ce: 0.028493303805589676  (0.030059900099393164)
+     | > loss_mel_ce: 3.1081700325012207  (3.545453018670034)
+     | > loss: 0.03734123334288597  (0.04256563077321135)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2997  (0.33296865024188943)
+     | > loader_time: 0.0086  (0.009599416185133526)
+
+
+   --> TIME: 2025-03-31 18:07:22 -- STEP: 5100/8582 -- GLOBAL_STEP: 5100
+     | > loss_text_ce: 0.0315328873693943  (0.030051771556483763)
+     | > loss_mel_ce: 3.5968847274780273  (3.544923479977775)
+     | > loss: 0.0431954488158226  (0.04255922997187738)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3734  (0.3330799076136419)
+     | > loader_time: 0.009  (0.009597275070115631)
+
+
+   --> TIME: 2025-03-31 18:07:49 -- STEP: 5150/8582 -- GLOBAL_STEP: 5150
+     | > loss_text_ce: 0.02649490348994732  (0.030043134880659073)
+     | > loss_mel_ce: 3.1077957153320312  (3.544362233263774)
+     | > loss: 0.037312984466552734  (0.04255244564301169)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2581  (0.33312394544916224)
+     | > loader_time: 0.0098  (0.009595796112875333)
+
+
+   --> TIME: 2025-03-31 18:08:16 -- STEP: 5200/8582 -- GLOBAL_STEP: 5200
+     | > loss_text_ce: 0.030464719980955124  (0.03003358234114085)
+     | > loss_mel_ce: 3.713493585586548  (3.5432871579665397)
+     | > loss: 0.044570934027433395  (0.04253953340606609)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3731  (0.33321275211297524)
+     | > loader_time: 0.0102  (0.00959650988762194)
+
+
+   --> TIME: 2025-03-31 18:08:44 -- STEP: 5250/8582 -- GLOBAL_STEP: 5250
+     | > loss_text_ce: 0.0277993343770504  (0.030027629792690278)
+     | > loss_mel_ce: 3.465848445892334  (3.542014358429681)
+     | > loss: 0.04159104451537132  (0.04252431016521783)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3754  (0.33327382455553295)
+     | > loader_time: 0.0093  (0.009597960744585295)
+
+
+   --> TIME: 2025-03-31 18:09:11 -- STEP: 5300/8582 -- GLOBAL_STEP: 5300
+     | > loss_text_ce: 0.03261128067970276  (0.030018368959778323)
+     | > loss_mel_ce: 3.4191081523895264  (3.541489191685082)
+     | > loss: 0.04109190031886101  (0.042517947933443205)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3336  (0.3333138718695008)
+     | > loader_time: 0.0094  (0.009600454186493485)
+
+
+   --> TIME: 2025-03-31 18:09:39 -- STEP: 5350/8582 -- GLOBAL_STEP: 5350
+     | > loss_text_ce: 0.02730272151529789  (0.03000746731794326)
+     | > loss_mel_ce: 3.731698513031006  (3.5409574898603915)
+     | > loss: 0.044750016182661057  (0.042511488369135)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3546  (0.33341974329725577)
+     | > loader_time: 0.0096  (0.00960367126999614)
+
+
+   --> TIME: 2025-03-31 18:10:06 -- STEP: 5400/8582 -- GLOBAL_STEP: 5400
+     | > loss_text_ce: 0.03036162070930004  (0.03000059332008715)
+     | > loss_mel_ce: 2.915215492248535  (3.5394540848996896)
+     | > loss: 0.0350663959980011  (0.042493508857571305)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3442  (0.3334205650400228)
+     | > loader_time: 0.0101  (0.009605448201850606)
+
+
+   --> TIME: 2025-03-31 18:10:33 -- STEP: 5450/8582 -- GLOBAL_STEP: 5450
+     | > loss_text_ce: 0.028456714004278183  (0.029999892665158717)
+     | > loss_mel_ce: 2.8103885650634766  (3.538213997105939)
+     | > loss: 0.03379577770829201  (0.04247873756385167)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3425  (0.33354170169305325)
+     | > loader_time: 0.0101  (0.009608309378317728)
+
+
+   --> TIME: 2025-03-31 18:11:01 -- STEP: 5500/8582 -- GLOBAL_STEP: 5500
+     | > loss_text_ce: 0.03026818484067917  (0.029992914111776785)
+     | > loss_mel_ce: 3.4334371089935303  (3.5380134008147492)
+     | > loss: 0.041234586387872696  (0.04247626643627872)
+     | > current_lr: 5e-06 
+     | > step_time: 0.1847  (0.33357888364791843)
+     | > loader_time: 0.0151  (0.009611437017267395)
+
+
+   --> TIME: 2025-03-31 18:11:28 -- STEP: 5550/8582 -- GLOBAL_STEP: 5550
+     | > loss_text_ce: 0.029799699783325195  (0.02998894485837973)
+     | > loss_mel_ce: 3.9304919242858887  (3.536967348236221)
+     | > loss: 0.047146331518888474  (0.04246376617937465)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3936  (0.3336555746009758)
+     | > loader_time: 0.0107  (0.009612722225017373)
+
+
+   --> TIME: 2025-03-31 18:11:56 -- STEP: 5600/8582 -- GLOBAL_STEP: 5600
+     | > loss_text_ce: 0.02704402431845665  (0.02998306304216385)
+     | > loss_mel_ce: 3.539029121398926  (3.536729210359709)
+     | > loss: 0.04245325177907944  (0.04246086118343678)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3317  (0.33373415972505305)
+     | > loader_time: 0.0108  (0.009614697652203689)
+
+
+   --> TIME: 2025-03-31 18:12:22 -- STEP: 5650/8582 -- GLOBAL_STEP: 5650
+     | > loss_text_ce: 0.028578640893101692  (0.029978367069785575)
+     | > loss_mel_ce: 3.3615641593933105  (3.536213228006278)
+     | > loss: 0.04035884514451027  (0.04245466263288938)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2613  (0.3336273625888653)
+     | > loader_time: 0.0091  (0.00961851554634296)
+
+
+   --> TIME: 2025-03-31 18:12:48 -- STEP: 5700/8582 -- GLOBAL_STEP: 5700
+     | > loss_text_ce: 0.0311657153069973  (0.029976948872208597)
+     | > loss_mel_ce: 3.4198124408721924  (3.5353042910391816)
+     | > loss: 0.04108307138085365  (0.04244382507249444)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3742  (0.33354527695137137)
+     | > loader_time: 0.0093  (0.009621321276614529)
+
+
+   --> TIME: 2025-03-31 18:13:15 -- STEP: 5750/8582 -- GLOBAL_STEP: 5750
+     | > loss_text_ce: 0.028235556557774544  (0.02997068014676156)
+     | > loss_mel_ce: 3.889078140258789  (3.5347141147281804)
+     | > loss: 0.04663468897342682  (0.042436724538388385)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3358  (0.333534899296968)
+     | > loader_time: 0.0097  (0.009620631756989843)
+
+
+   --> TIME: 2025-03-31 18:13:41 -- STEP: 5800/8582 -- GLOBAL_STEP: 5800
+     | > loss_text_ce: 0.030761731788516045  (0.029962680756339226)
+     | > loss_mel_ce: 4.061074733734131  (3.5345369128523196)
+     | > loss: 0.048712339252233505  (0.042434519759282904)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3732  (0.3334421131117594)
+     | > loader_time: 0.0093  (0.009620009290760956)
+
+
+   --> TIME: 2025-03-31 18:14:08 -- STEP: 5850/8582 -- GLOBAL_STEP: 5850
+     | > loss_text_ce: 0.028554247692227364  (0.02995594679290413)
+     | > loss_mel_ce: 3.571000814437866  (3.5334407358903146)
+     | > loss: 0.04285184666514397  (0.042421389866588395)
+     | > current_lr: 5e-06 
+     | > step_time: 0.259  (0.33347107206654364)
+     | > loader_time: 0.0092  (0.009619371870644064)
+
+
+   --> TIME: 2025-03-31 18:14:35 -- STEP: 5900/8582 -- GLOBAL_STEP: 5900
+     | > loss_text_ce: 0.02954762801527977  (0.02995217118001843)
+     | > loss_mel_ce: 3.2133431434631348  (3.532414325576717)
+     | > loss: 0.03860584273934364  (0.04240912574958999)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3356  (0.3334943361605628)
+     | > loader_time: 0.0087  (0.009617921134172844)
+
+
+   --> TIME: 2025-03-31 18:15:03 -- STEP: 5950/8582 -- GLOBAL_STEP: 5950
+     | > loss_text_ce: 0.03370165824890137  (0.029944529673945505)
+     | > loss_mel_ce: 3.3040900230407715  (3.531978981795431)
+     | > loss: 0.039735615253448486  (0.04240385211816355)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3949  (0.33353718028349066)
+     | > loader_time: 0.0096  (0.009617940998878787)
+
+
+   --> TIME: 2025-03-31 18:15:30 -- STEP: 6000/8582 -- GLOBAL_STEP: 6000
+     | > loss_text_ce: 0.024029068648815155  (0.02993690500346323)
+     | > loss_mel_ce: 3.2845265865325928  (3.530837833364804)
+     | > loss: 0.03938756883144379  (0.04239017624780534)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3535  (0.33352728358904576)
+     | > loader_time: 0.01  (0.009616048574447615)
+
+
+   --> TIME: 2025-03-31 18:15:57 -- STEP: 6050/8582 -- GLOBAL_STEP: 6050
+     | > loss_text_ce: 0.02762027643620968  (0.0299335450962309)
+     | > loss_mel_ce: 3.1665093898773193  (3.5298421594525164)
+     | > loss: 0.038025353103876114  (0.042378282988490154)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3568  (0.3335804453369022)
+     | > loader_time: 0.0089  (0.009613853761972461)
+
+
+   --> TIME: 2025-03-31 18:16:24 -- STEP: 6100/8582 -- GLOBAL_STEP: 6100
+     | > loss_text_ce: 0.031115194782614708  (0.02993074050295304)
+     | > loss_mel_ce: 3.6567633152008057  (3.5288276039186064)
+     | > loss: 0.04390331730246544  (0.04236617155647913)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3904  (0.33360733935090436)
+     | > loader_time: 0.01  (0.00961288842998566)
+
+
+   --> TIME: 2025-03-31 18:16:51 -- STEP: 6150/8582 -- GLOBAL_STEP: 6150
+     | > loss_text_ce: 0.02771463803946972  (0.029926076003206455)
+     | > loss_mel_ce: 3.268010139465332  (3.527578300770705)
+     | > loss: 0.03923482075333595  (0.042351243372067686)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3094  (0.33355726059859436)
+     | > loader_time: 0.0103  (0.009610768333683158)
+
+
+   --> TIME: 2025-03-31 18:17:18 -- STEP: 6200/8582 -- GLOBAL_STEP: 6200
+     | > loss_text_ce: 0.03274127095937729  (0.029920021632325745)
+     | > loss_mel_ce: 3.2630858421325684  (3.5268646308683573)
+     | > loss: 0.03923603892326355  (0.04234267522460751)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3542  (0.33366373715862224)
+     | > loader_time: 0.0092  (0.009611069079368336)
+
+
+   --> TIME: 2025-03-31 18:17:45 -- STEP: 6250/8582 -- GLOBAL_STEP: 6250
+     | > loss_text_ce: 0.027444252744317055  (0.029911864731907843)
+     | > loss_mel_ce: 4.003557205200195  (3.5260631808090204)
+     | > loss: 0.04798811301589012  (0.0423330370464921)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3945  (0.33364635295867995)
+     | > loader_time: 0.0102  (0.00961051559448242)
+
+
+   --> TIME: 2025-03-31 18:18:12 -- STEP: 6300/8582 -- GLOBAL_STEP: 6300
+     | > loss_text_ce: 0.029796084389090538  (0.02990508775359818)
+     | > loss_mel_ce: 3.732482433319092  (3.525673011673821)
+     | > loss: 0.04478903114795685  (0.04232831149613337)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2853  (0.33364602876088045)
+     | > loader_time: 0.0102  (0.009610643348996594)
+
+
+   --> TIME: 2025-03-31 18:18:38 -- STEP: 6350/8582 -- GLOBAL_STEP: 6350
+     | > loss_text_ce: 0.038171716034412384  (0.029902558329361163)
+     | > loss_mel_ce: 3.6708967685699463  (3.5256134207042176)
+     | > loss: 0.044155579060316086  (0.04232757196915666)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2936  (0.3335727328202863)
+     | > loader_time: 0.0085  (0.009608608043099947)
+
+
+   --> TIME: 2025-03-31 18:19:05 -- STEP: 6400/8582 -- GLOBAL_STEP: 6400
+     | > loss_text_ce: 0.02955353818833828  (0.029895825178828092)
+     | > loss_mel_ce: 3.78450870513916  (3.5247376724332566)
+     | > loss: 0.04540550336241722  (0.042317066237155816)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3691  (0.3335296605899937)
+     | > loader_time: 0.0103  (0.009608717970550051)
+
+
+   --> TIME: 2025-03-31 18:19:31 -- STEP: 6450/8582 -- GLOBAL_STEP: 6450
+     | > loss_text_ce: 0.0270138680934906  (0.029889372538977353)
+     | > loss_mel_ce: 3.57833194732666  (3.5235187229259988)
+     | > loss: 0.042920783162117004  (0.042302478115225944)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3542  (0.33344629195309494)
+     | > loader_time: 0.0087  (0.009608475478120536)
+
+
+   --> TIME: 2025-03-31 18:19:58 -- STEP: 6500/8582 -- GLOBAL_STEP: 6500
+     | > loss_text_ce: 0.027578474953770638  (0.029885145359027844)
+     | > loss_mel_ce: 3.4200756549835205  (3.52308582327916)
+     | > loss: 0.04104350507259369  (0.042297274221594516)
+     | > current_lr: 5e-06 
+     | > step_time: 0.295  (0.3334406586060164)
+     | > loader_time: 0.0095  (0.00960808552228485)
+
+
+   --> TIME: 2025-03-31 18:20:25 -- STEP: 6550/8582 -- GLOBAL_STEP: 6550
+     | > loss_text_ce: 0.02943863347172737  (0.029877959228767695)
+     | > loss_mel_ce: 3.3023452758789062  (3.522309896563755)
+     | > loss: 0.039664097130298615  (0.0422879514507665)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3718  (0.3335182476043708)
+     | > loader_time: 0.0094  (0.009608838357998186)
+
+
+   --> TIME: 2025-03-31 18:20:53 -- STEP: 6600/8582 -- GLOBAL_STEP: 6600
+     | > loss_text_ce: 0.026220401749014854  (0.0298724504602565)
+     | > loss_mel_ce: 3.47965145111084  (3.5219598074031593)
+     | > loss: 0.04173656925559044  (0.04228371814006206)
+     | > current_lr: 5e-06 
+     | > step_time: 0.371  (0.33359005498163696)
+     | > loader_time: 0.0105  (0.009607541416630573)
+
+
+   --> TIME: 2025-03-31 18:21:21 -- STEP: 6650/8582 -- GLOBAL_STEP: 6650
+     | > loss_text_ce: 0.03156799077987671  (0.029868098824263962)
+     | > loss_mel_ce: 3.19914174079895  (3.5216556593170734)
+     | > loss: 0.038460832089185715  (0.04228004552704051)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3913  (0.33366596239850105)
+     | > loader_time: 0.0092  (0.009607540969561786)
+
+
+   --> TIME: 2025-03-31 18:21:48 -- STEP: 6700/8582 -- GLOBAL_STEP: 6700
+     | > loss_text_ce: 0.029876992106437683  (0.029860971983132967)
+     | > loss_mel_ce: 3.1429924964904785  (3.5213002189949374)
+     | > loss: 0.03777225688099861  (0.04227572925110806)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2727  (0.3336549865665727)
+     | > loader_time: 0.0105  (0.009607467366688261)
+
+
+   --> TIME: 2025-03-31 18:22:15 -- STEP: 6750/8582 -- GLOBAL_STEP: 6750
+     | > loss_text_ce: 0.02688954770565033  (0.029854055244889523)
+     | > loss_mel_ce: 3.405228614807129  (3.520734718428717)
+     | > loss: 0.04085855185985565  (0.04226891476136667)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3731  (0.33373635521641554)
+     | > loader_time: 0.0098  (0.009607210229944275)
+
+
+   --> TIME: 2025-03-31 18:22:41 -- STEP: 6800/8582 -- GLOBAL_STEP: 6800
+     | > loss_text_ce: 0.028951704502105713  (0.029847962494446514)
+     | > loss_mel_ce: 3.4729344844818115  (3.5199018993447804)
+     | > loss: 0.04168912023305893  (0.04225892771692837)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3972  (0.3336601416153073)
+     | > loader_time: 0.01  (0.009607548643560945)
+
+
+   --> TIME: 2025-03-31 18:23:08 -- STEP: 6850/8582 -- GLOBAL_STEP: 6850
+     | > loss_text_ce: 0.02779434062540531  (0.029843021928448312)
+     | > loss_mel_ce: 3.2098019123077393  (3.519072246760347)
+     | > loss: 0.038542814552783966  (0.04224899208513055)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3748  (0.33361634125674794)
+     | > loader_time: 0.0094  (0.009608928513352863)
+
+
+   --> TIME: 2025-03-31 18:23:35 -- STEP: 6900/8582 -- GLOBAL_STEP: 6900
+     | > loss_text_ce: 0.027047403156757355  (0.029832947154839834)
+     | > loss_mel_ce: 3.4611895084381104  (3.5181854400772976)
+     | > loss: 0.04152663052082062  (0.042238314923816835)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3548  (0.3336369644040653)
+     | > loader_time: 0.0096  (0.009609610896179616)
+
+
+   --> TIME: 2025-03-31 18:24:02 -- STEP: 6950/8582 -- GLOBAL_STEP: 6950
+     | > loss_text_ce: 0.029502946883440018  (0.029833661347842044)
+     | > loss_mel_ce: 3.4946537017822266  (3.517411101739183)
+     | > loss: 0.041954245418310165  (0.04222910511193516)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3036  (0.3336106845114735)
+     | > loader_time: 0.0098  (0.00961015546922201)
+
+
+   --> TIME: 2025-03-31 18:24:29 -- STEP: 7000/8582 -- GLOBAL_STEP: 7000
+     | > loss_text_ce: 0.027478313073515892  (0.029829327960365585)
+     | > loss_mel_ce: 3.205693244934082  (3.5166658413069585)
+     | > loss: 0.038490138947963715  (0.042220181378935066)
+     | > current_lr: 5e-06 
+     | > step_time: 0.31  (0.3336755500180387)
+     | > loader_time: 0.0091  (0.009609588861465429)
+
+
+   --> TIME: 2025-03-31 18:24:57 -- STEP: 7050/8582 -- GLOBAL_STEP: 7050
+     | > loss_text_ce: 0.034283675253391266  (0.029825922000809763)
+     | > loss_mel_ce: 3.438363552093506  (3.51589245654167)
+     | > loss: 0.041341040283441544  (0.042210933868872355)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2293  (0.33371490586734054)
+     | > loader_time: 0.009  (0.009609803510895833)
+
+
+   --> TIME: 2025-03-31 18:25:23 -- STEP: 7100/8582 -- GLOBAL_STEP: 7100
+     | > loss_text_ce: 0.026597782969474792  (0.029819371906489554)
+     | > loss_mel_ce: 3.4277188777923584  (3.5153297980738354)
+     | > loss: 0.04112281650304794  (0.04220415757418099)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3534  (0.33370286686319767)
+     | > loader_time: 0.0093  (0.009609531785400796)
+
+
+   --> TIME: 2025-03-31 18:25:50 -- STEP: 7150/8582 -- GLOBAL_STEP: 7150
+     | > loss_text_ce: 0.02687087282538414  (0.029820105548088366)
+     | > loss_mel_ce: 3.1276581287384033  (3.5142910250417)
+     | > loss: 0.03755391761660576  (0.042191799962437236)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2933  (0.3336323623057018)
+     | > loader_time: 0.0097  (0.009608323190595696)
+
+
+   --> TIME: 2025-03-31 18:26:16 -- STEP: 7200/8582 -- GLOBAL_STEP: 7200
+     | > loss_text_ce: 0.028165366500616074  (0.02981522409711033)
+     | > loss_mel_ce: 3.4327850341796875  (3.5133892974257463)
+     | > loss: 0.041201792657375336  (0.04218100699596107)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3539  (0.33360286166270636)
+     | > loader_time: 0.0109  (0.00960824824041788)
+
+
+   --> TIME: 2025-03-31 18:26:43 -- STEP: 7250/8582 -- GLOBAL_STEP: 7250
+     | > loss_text_ce: 0.024980638176202774  (0.02980972798271426)
+     | > loss_mel_ce: 4.143274307250977  (3.5130079055654586)
+     | > loss: 0.049622081220149994  (0.04217640118455065)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3739  (0.33360075835523995)
+     | > loader_time: 0.0091  (0.009608219245384455)
+
+
+   --> TIME: 2025-03-31 18:27:10 -- STEP: 7300/8582 -- GLOBAL_STEP: 7300
+     | > loss_text_ce: 0.03180316835641861  (0.029807248853198062)
+     | > loss_mel_ce: 3.1641814708709717  (3.51207039503202)
+     | > loss: 0.038047436624765396  (0.042165210833900596)
+     | > current_lr: 5e-06 
+     | > step_time: 0.1894  (0.3335532704444787)
+     | > loader_time: 0.0087  (0.009610414407024622)
+
+
+   --> TIME: 2025-03-31 18:27:36 -- STEP: 7350/8582 -- GLOBAL_STEP: 7350
+     | > loss_text_ce: 0.03178969398140907  (0.02980480021157232)
+     | > loss_mel_ce: 3.2931063175201416  (3.511373187246776)
+     | > loss: 0.03958209604024887  (0.04215688158967057)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3947  (0.33352456751323944)
+     | > loader_time: 0.0088  (0.009609170835845301)
+
+
+   --> TIME: 2025-03-31 18:28:04 -- STEP: 7400/8582 -- GLOBAL_STEP: 7400
+     | > loss_text_ce: 0.02680210955440998  (0.029793982850135983)
+     | > loss_mel_ce: 3.4196486473083496  (3.5107395221735973)
+     | > loss: 0.041029177606105804  (0.04214920917827938)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2547  (0.33355861702480893)
+     | > loader_time: 0.0093  (0.009608924292229294)
+
+
+   --> TIME: 2025-03-31 18:28:30 -- STEP: 7450/8582 -- GLOBAL_STEP: 7450
+     | > loss_text_ce: 0.03222546726465225  (0.029786583865748957)
+     | > loss_mel_ce: 3.3028244972229004  (3.51003317912953)
+     | > loss: 0.03970297425985336  (0.042140712246498804)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2592  (0.3335328415416237)
+     | > loader_time: 0.0092  (0.009609754197549477)
+
+
+   --> TIME: 2025-03-31 18:28:57 -- STEP: 7500/8582 -- GLOBAL_STEP: 7500
+     | > loss_text_ce: 0.03134292736649513  (0.029782771254579225)
+     | > loss_mel_ce: 3.272989511489868  (3.509474242941538)
+     | > loss: 0.039337292313575745  (0.042134012856086096)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3946  (0.3335369636853542)
+     | > loader_time: 0.0106  (0.009610976886749245)
+
+
+   --> TIME: 2025-03-31 18:29:24 -- STEP: 7550/8582 -- GLOBAL_STEP: 7550
+     | > loss_text_ce: 0.031070522964000702  (0.029779458777695302)
+     | > loss_mel_ce: 3.247852087020874  (3.5090852010802713)
+     | > loss: 0.03903479129076004  (0.042129341970315044)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3562  (0.33357684928060427)
+     | > loader_time: 0.0096  (0.009612764806936886)
+
+
+   --> TIME: 2025-03-31 18:29:52 -- STEP: 7600/8582 -- GLOBAL_STEP: 7600
+     | > loss_text_ce: 0.026695169508457184  (0.02977170582860708)
+     | > loss_mel_ce: 3.0043208599090576  (3.508635431277124)
+     | > loss: 0.03608352690935135  (0.04212389526986762)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2943  (0.3336325736736002)
+     | > loader_time: 0.01  (0.00961341857910154)
+
+
+   --> TIME: 2025-03-31 18:30:19 -- STEP: 7650/8582 -- GLOBAL_STEP: 7650
+     | > loss_text_ce: 0.02863839827477932  (0.02976600505557715)
+     | > loss_mel_ce: 3.353513717651367  (3.507984874575745)
+     | > loss: 0.040263716131448746  (0.04211608268174471)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3749  (0.33362946949753164)
+     | > loader_time: 0.0089  (0.009613279766506597)
+
+
+   --> TIME: 2025-03-31 18:30:46 -- STEP: 7700/8582 -- GLOBAL_STEP: 7700
+     | > loss_text_ce: 0.02914237231016159  (0.029760521300282183)
+     | > loss_mel_ce: 3.8794538974761963  (3.50722353158059)
+     | > loss: 0.04653090983629227  (0.04210695379256428)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3087  (0.3336074265566745)
+     | > loader_time: 0.009  (0.00961350985935754)
+
+
+   --> TIME: 2025-03-31 18:31:13 -- STEP: 7750/8582 -- GLOBAL_STEP: 7750
+     | > loss_text_ce: 0.03358530253171921  (0.029756599265240855)
+     | > loss_mel_ce: 3.67720103263855  (3.506470232348288)
+     | > loss: 0.04417602717876434  (0.042097939254776125)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3963  (0.3336086185209219)
+     | > loader_time: 0.0091  (0.00961351007030854)
+
+
+   --> TIME: 2025-03-31 18:31:39 -- STEP: 7800/8582 -- GLOBAL_STEP: 7800
+     | > loss_text_ce: 0.024409210309386253  (0.02975292463357059)
+     | > loss_mel_ce: 3.532788038253784  (3.505594266011164)
+     | > loss: 0.042347587645053864  (0.04208746734003608)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3539  (0.3336081409148687)
+     | > loader_time: 0.0092  (0.00961483863683845)
+
+
+   --> TIME: 2025-03-31 18:32:06 -- STEP: 7850/8582 -- GLOBAL_STEP: 7850
+     | > loss_text_ce: 0.02893717773258686  (0.02974609229381487)
+     | > loss_mel_ce: 3.451019287109375  (3.5045412951973587)
+     | > loss: 0.04142805188894272  (0.042074850635353926)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3727  (0.33360975311060675)
+     | > loader_time: 0.0089  (0.009614118284480565)
+
+
+   --> TIME: 2025-03-31 18:32:33 -- STEP: 7900/8582 -- GLOBAL_STEP: 7900
+     | > loss_text_ce: 0.02726677805185318  (0.02974000648324248)
+     | > loss_mel_ce: 3.6248345375061035  (3.5039027736458594)
+     | > loss: 0.04347739741206169  (0.042067176738777495)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3323  (0.33360915857025397)
+     | > loader_time: 0.0093  (0.009614584083798543)
+
+
+   --> TIME: 2025-03-31 18:32:59 -- STEP: 7950/8582 -- GLOBAL_STEP: 7950
+     | > loss_text_ce: 0.030588814988732338  (0.029740448533879513)
+     | > loss_mel_ce: 3.0963220596313477  (3.503311317341882)
+     | > loss: 0.03722513094544411  (0.04206014085584467)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3708  (0.3335362421791514)
+     | > loader_time: 0.0099  (0.009612927706736418)
+
+
+   --> TIME: 2025-03-31 18:33:27 -- STEP: 8000/8582 -- GLOBAL_STEP: 8000
+     | > loss_text_ce: 0.029269549995660782  (0.029736316605471075)
+     | > loss_mel_ce: 3.262925863265991  (3.502430701524019)
+     | > loss: 0.0391928032040596  (0.04204960814444348)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3028  (0.3335875007212168)
+     | > loader_time: 0.0085  (0.009612281322479226)
+
+
+   --> TIME: 2025-03-31 18:33:54 -- STEP: 8050/8582 -- GLOBAL_STEP: 8050
+     | > loss_text_ce: 0.027125772088766098  (0.029730973608143953)
+     | > loss_mel_ce: 3.596811056137085  (3.5019324360426904)
+     | > loss: 0.043142106384038925  (0.04204361280484229)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3969  (0.33357433126579955)
+     | > loader_time: 0.009  (0.009612640149845078)
+
+
+   --> TIME: 2025-03-31 18:34:21 -- STEP: 8100/8582 -- GLOBAL_STEP: 8100
+     | > loss_text_ce: 0.026998957619071007  (0.029724549921804372)
+     | > loss_mel_ce: 3.5193030834198  (3.5016119317655208)
+     | > loss: 0.042217884212732315  (0.04203972080561482)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3753  (0.3336217537632701)
+     | > loader_time: 0.0094  (0.009612479121596703)
+
+
+   --> TIME: 2025-03-31 18:34:48 -- STEP: 8150/8582 -- GLOBAL_STEP: 8150
+     | > loss_text_ce: 0.026568790897727013  (0.029717547715715834)
+     | > loss_mel_ce: 3.3208060264587402  (3.5012100873841825)
+     | > loss: 0.03984970226883888  (0.042034853584835864)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3334  (0.33362565344828093)
+     | > loader_time: 0.0093  (0.009613382099596248)
+
+
+   --> TIME: 2025-03-31 18:35:15 -- STEP: 8200/8582 -- GLOBAL_STEP: 8200
+     | > loss_text_ce: 0.028783679008483887  (0.029714086209537416)
+     | > loss_mel_ce: 3.118452787399292  (3.50054032253056)
+     | > loss: 0.037467099726200104  (0.042026838983704407)
+     | > current_lr: 5e-06 
+     | > step_time: 0.371  (0.33357336878776606)
+     | > loader_time: 0.0091  (0.009611936284274569)
+
+
+   --> TIME: 2025-03-31 18:35:42 -- STEP: 8250/8582 -- GLOBAL_STEP: 8250
+     | > loss_text_ce: 0.028154708445072174  (0.029712859492184537)
+     | > loss_mel_ce: 3.3133339881896973  (3.4999406114058056)
+     | > loss: 0.039779625833034515  (0.042019684961799426)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2609  (0.3335945170720424)
+     | > loader_time: 0.0094  (0.00961135907606643)
+
+
+   --> TIME: 2025-03-31 18:36:09 -- STEP: 8300/8582 -- GLOBAL_STEP: 8300
+     | > loss_text_ce: 0.026155633851885796  (0.029706285511962624)
+     | > loss_mel_ce: 3.107612371444702  (3.4996707913961753)
+     | > loss: 0.0373067632317543  (0.04201639455709473)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3038  (0.33361400176243666)
+     | > loader_time: 0.0084  (0.009611375303153511)
+
+
+   --> TIME: 2025-03-31 18:36:35 -- STEP: 8350/8582 -- GLOBAL_STEP: 8350
+     | > loss_text_ce: 0.030090251937508583  (0.029701290931441113)
+     | > loss_mel_ce: 3.297299861907959  (3.498963063262894)
+     | > loss: 0.03961179032921791  (0.042007909762912896)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3754  (0.3335658482877086)
+     | > loader_time: 0.0094  (0.009610339638715715)
+
+
+   --> TIME: 2025-03-31 18:37:03 -- STEP: 8400/8582 -- GLOBAL_STEP: 8400
+     | > loss_text_ce: 0.029224568977952003  (0.02969431241464224)
+     | > loss_mel_ce: 3.4501116275787354  (3.4983257597117197)
+     | > loss: 0.041420672088861465  (0.042000239738484935)
+     | > current_lr: 5e-06 
+     | > step_time: 0.5705  (0.33363130328201174)
+     | > loader_time: 0.0099  (0.009611207729294172)
+
+
+   --> TIME: 2025-03-31 18:37:30 -- STEP: 8450/8582 -- GLOBAL_STEP: 8450
+     | > loss_text_ce: 0.02975436858832836  (0.029689986226782636)
+     | > loss_mel_ce: 3.373833179473877  (3.4977657239394775)
+     | > loss: 0.040518902242183685  (0.04199352114202355)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3226  (0.3336499832932066)
+     | > loader_time: 0.0103  (0.00961225089236828)
+
+
+   --> TIME: 2025-03-31 18:37:56 -- STEP: 8500/8582 -- GLOBAL_STEP: 8500
+     | > loss_text_ce: 0.03211608901619911  (0.02968817867557792)
+     | > loss_mel_ce: 3.6864709854125977  (3.4973228282928464)
+     | > loss: 0.0442688949406147  (0.0419882270566681)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2292  (0.3336241479200481)
+     | > loader_time: 0.0095  (0.009611768049352295)
+
+
+   --> TIME: 2025-03-31 18:38:24 -- STEP: 8550/8582 -- GLOBAL_STEP: 8550
+     | > loss_text_ce: 0.027250375598669052  (0.029685030755592368)
+     | > loss_mel_ce: 3.147090196609497  (3.4964909486882156)
+     | > loss: 0.03778976947069168  (0.04197828625552139)
+     | > current_lr: 5e-06 
+     | > step_time: 0.4224  (0.3336991929171383)
+     | > loader_time: 0.0125  (0.009613168616043877)
+
+
+ > EVALUATION 
+
+
+  --> EVAL PERFORMANCE
+     | > avg_loader_time: 0.20152248770503675 (+0.059494398408016874)
+     | > avg_loss_text_ce: 0.02743815839038057 (-0.0016482317094075466)
+     | > avg_loss_mel_ce: 3.325363777451596 (-0.5712882381374556)
+     | > avg_loss: 3.352801937167927 (-0.5729364904306706)
+
+ > BEST MODEL : /kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/best_model_8582.pth
+
+ > EPOCH: 2/1000
+ --> /kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d
+
+ > TRAINING (2025-03-31 18:39:50) 
+
+   --> TIME: 2025-03-31 18:40:03 -- STEP: 18/8582 -- GLOBAL_STEP: 8600
+     | > loss_text_ce: 0.028366807848215103  (0.02891628299322393)
+     | > loss_mel_ce: 3.7839975357055664  (3.4856292141808405)
+     | > loss: 0.04538528993725777  (0.04183982830080721)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2941  (0.35565487543741864)
+     | > loader_time: 0.0094  (0.011740763982137045)
+
+
+   --> TIME: 2025-03-31 18:40:29 -- STEP: 68/8582 -- GLOBAL_STEP: 8650
+     | > loss_text_ce: 0.02486346662044525  (0.028957742732018232)
+     | > loss_mel_ce: 3.596245050430298  (3.454009729273179)
+     | > loss: 0.043108437210321426  (0.04146389915224384)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3055  (0.3360019185963799)
+     | > loader_time: 0.0094  (0.01053061555413639)
+
+
+   --> TIME: 2025-03-31 18:40:55 -- STEP: 118/8582 -- GLOBAL_STEP: 8700
+     | > loss_text_ce: 0.03191016986966133  (0.028973740383477536)
+     | > loss_mel_ce: 3.651853084564209  (3.4385188716953086)
+     | > loss: 0.043854326009750366  (0.041279674555032946)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3558  (0.3292074971279855)
+     | > loader_time: 0.0097  (0.010373333753165556)
+
+
+   --> TIME: 2025-03-31 18:41:22 -- STEP: 168/8582 -- GLOBAL_STEP: 8750
+     | > loss_text_ce: 0.02943751960992813  (0.028953823349660353)
+     | > loss_mel_ce: 3.7023768424987793  (3.434244780313401)
+     | > loss: 0.044426362961530685  (0.04122855549766903)
+     | > current_lr: 5e-06 
+     | > step_time: 0.313  (0.3298527868021101)
+     | > loader_time: 0.011  (0.010325184890202113)
+
+
+   --> TIME: 2025-03-31 18:41:50 -- STEP: 218/8582 -- GLOBAL_STEP: 8800
+     | > loss_text_ce: 0.02675645239651203  (0.028937924755822627)
+     | > loss_mel_ce: 3.1584949493408203  (3.4257904717681606)
+     | > loss: 0.03791966289281845  (0.04112771975406266)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3447  (0.333089855832791)
+     | > loader_time: 0.0118  (0.010313178421160502)
+
+
+   --> TIME: 2025-03-31 18:42:16 -- STEP: 268/8582 -- GLOBAL_STEP: 8850
+     | > loss_text_ce: 0.025328997522592545  (0.028938556180349483)
+     | > loss_mel_ce: 3.2356650829315186  (3.419492492924875)
+     | > loss: 0.03882136195898056  (0.04105275132651649)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2827  (0.33179574937962764)
+     | > loader_time: 0.0094  (0.01035909510370511)
+
+
+   --> TIME: 2025-03-31 18:42:43 -- STEP: 318/8582 -- GLOBAL_STEP: 8900
+     | > loss_text_ce: 0.0290951170027256  (0.028888918582420302)
+     | > loss_mel_ce: 3.0770838260650635  (3.4183370939590647)
+     | > loss: 0.03697832301259041  (0.04103840563047981)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3727  (0.3327900073813193)
+     | > loader_time: 0.0095  (0.010320171620111049)
+
+
+   --> TIME: 2025-03-31 18:43:10 -- STEP: 368/8582 -- GLOBAL_STEP: 8950
+     | > loss_text_ce: 0.027507547289133072  (0.028855539579956752)
+     | > loss_mel_ce: 3.041640281677246  (3.420442053805227)
+     | > loss: 0.036537475883960724  (0.04106306730081206)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3572  (0.33317176997661596)
+     | > loader_time: 0.0099  (0.010323506982430175)
+
+
+   --> TIME: 2025-03-31 18:43:37 -- STEP: 418/8582 -- GLOBAL_STEP: 9000
+     | > loss_text_ce: 0.027361486107110977  (0.028881644888036843)
+     | > loss_mel_ce: 3.40344500541687  (3.413991486626949)
+     | > loss: 0.0408429354429245  (0.04098658560458838)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3572  (0.3319366046686492)
+     | > loader_time: 0.0099  (0.01032463044070742)
+
+
+   --> TIME: 2025-03-31 18:44:03 -- STEP: 468/8582 -- GLOBAL_STEP: 9050
+     | > loss_text_ce: 0.02562384493649006  (0.028881066267848268)
+     | > loss_mel_ce: 3.7411069869995117  (3.4101730941707253)
+     | > loss: 0.044842034578323364  (0.04094112164571754)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3908  (0.3315704852087885)
+     | > loader_time: 0.0108  (0.010310877082694297)
+
+
+   --> TIME: 2025-03-31 18:44:30 -- STEP: 518/8582 -- GLOBAL_STEP: 9100
+     | > loss_text_ce: 0.02913278341293335  (0.02897642260510834)
+     | > loss_mel_ce: 3.5843427181243896  (3.4037116977699013)
+     | > loss: 0.043017566204071045  (0.04086533546246387)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2553  (0.3315566400763611)
+     | > loader_time: 0.01  (0.010308080198221692)
+
+
+   --> TIME: 2025-03-31 18:44:57 -- STEP: 568/8582 -- GLOBAL_STEP: 9150
+     | > loss_text_ce: 0.0322602353990078  (0.028971202117325345)
+     | > loss_mel_ce: 3.165285348892212  (3.4012499334106985)
+     | > loss: 0.038066018372774124  (0.04083596662500164)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2491  (0.3318554624705247)
+     | > loader_time: 0.0114  (0.010299765727889378)
+
+
+   --> TIME: 2025-03-31 18:45:23 -- STEP: 618/8582 -- GLOBAL_STEP: 9200
+     | > loss_text_ce: 0.030088266357779503  (0.02900992266677055)
+     | > loss_mel_ce: 3.442265510559082  (3.400791390428267)
+     | > loss: 0.041337545961141586  (0.040830968743533744)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3979  (0.3311407315306678)
+     | > loader_time: 0.01  (0.01029179898666333)
+
+
+   --> TIME: 2025-03-31 18:45:50 -- STEP: 668/8582 -- GLOBAL_STEP: 9250
+     | > loss_text_ce: 0.02789824642241001  (0.028982129784490534)
+     | > loss_mel_ce: 3.5423390865325928  (3.3997364718757)
+     | > loss: 0.04250282794237137  (0.04081807932453951)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2975  (0.33084478849422416)
+     | > loader_time: 0.0103  (0.01025979711623964)
+
+
+   --> TIME: 2025-03-31 18:46:17 -- STEP: 718/8582 -- GLOBAL_STEP: 9300
+     | > loss_text_ce: 0.03039833903312683  (0.028958219036065602)
+     | > loss_mel_ce: 3.25661301612854  (3.3942996226977518)
+     | > loss: 0.03913109004497528  (0.040753070280619946)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3747  (0.3310634917203427)
+     | > loader_time: 0.0111  (0.010275869648436657)
+
+
+   --> TIME: 2025-03-31 18:46:43 -- STEP: 768/8582 -- GLOBAL_STEP: 9350
+     | > loss_text_ce: 0.029437093064188957  (0.02896699072395374)
+     | > loss_mel_ce: 3.2681961059570312  (3.392151774838568)
+     | > loss: 0.039257537573575974  (0.04072760507794255)
+     | > current_lr: 5e-06 
+     | > step_time: 0.4375  (0.33101355439672836)
+     | > loader_time: 0.0102  (0.01026568717012803)
+
+
+   --> TIME: 2025-03-31 18:47:10 -- STEP: 818/8582 -- GLOBAL_STEP: 9400
+     | > loss_text_ce: 0.03074084408581257  (0.028984612573512026)
+     | > loss_mel_ce: 3.1708157062530518  (3.391558168569813)
+     | > loss: 0.03811376914381981  (0.04072074809346195)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2969  (0.33132170902196206)
+     | > loader_time: 0.0096  (0.010250924560434959)
+
+
+   --> TIME: 2025-03-31 18:47:37 -- STEP: 868/8582 -- GLOBAL_STEP: 9450
+     | > loss_text_ce: 0.028773123398423195  (0.028998445631498428)
+     | > loss_mel_ce: 3.372021198272705  (3.3903189754705836)
+     | > loss: 0.040485646575689316  (0.0407061604697103)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3569  (0.3311746230323191)
+     | > loader_time: 0.0103  (0.010245292142788942)
+
+
+   --> TIME: 2025-03-31 18:48:04 -- STEP: 918/8582 -- GLOBAL_STEP: 9500
+     | > loss_text_ce: 0.027969753369688988  (0.029027261913293457)
+     | > loss_mel_ce: 3.8827760219573975  (3.388512765919722)
+     | > loss: 0.0465564988553524  (0.040685001018097994)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3023  (0.33118251881568234)
+     | > loader_time: 0.0126  (0.010242381386767292)
+
+
+   --> TIME: 2025-03-31 18:48:30 -- STEP: 968/8582 -- GLOBAL_STEP: 9550
+     | > loss_text_ce: 0.03185518831014633  (0.029007178255980294)
+     | > loss_mel_ce: 3.68758487701416  (3.3888152480618037)
+     | > loss: 0.04427905008196831  (0.04068836293083209)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2537  (0.33096456035109567)
+     | > loader_time: 0.0096  (0.010243923949801238)
+
+
+   --> TIME: 2025-03-31 18:48:57 -- STEP: 1018/8582 -- GLOBAL_STEP: 9600
+     | > loss_text_ce: 0.024762989953160286  (0.029001638741545335)
+     | > loss_mel_ce: 3.5777134895324707  (3.385777623105378)
+     | > loss: 0.04288662597537041  (0.04065213477228036)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3539  (0.33134108840365284)
+     | > loader_time: 0.0096  (0.010249712612399424)
+
+
+   --> TIME: 2025-03-31 18:49:24 -- STEP: 1068/8582 -- GLOBAL_STEP: 9650
+     | > loss_text_ce: 0.02902195230126381  (0.029021889879978665)
+     | > loss_mel_ce: 3.9288806915283203  (3.3848024651352384)
+     | > loss: 0.04711788892745972  (0.0406407668579663)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3936  (0.3312247393283056)
+     | > loader_time: 0.0111  (0.010236383823866258)
+
+
+   --> TIME: 2025-03-31 18:49:51 -- STEP: 1118/8582 -- GLOBAL_STEP: 9700
+     | > loss_text_ce: 0.03401866927742958  (0.02901212483051372)
+     | > loss_mel_ce: 3.55833101272583  (3.3865952252915164)
+     | > loss: 0.04276606813073158  (0.040661992995011824)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2596  (0.3311608110642815)
+     | > loader_time: 0.0098  (0.010231489785455425)
+
+
+   --> TIME: 2025-03-31 18:50:18 -- STEP: 1168/8582 -- GLOBAL_STEP: 9750
+     | > loss_text_ce: 0.02835230529308319  (0.02899671288857824)
+     | > loss_mel_ce: 3.226287364959717  (3.384983313614375)
+     | > loss: 0.038745708763599396  (0.040642620096212834)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3564  (0.3315529570187606)
+     | > loader_time: 0.0098  (0.010238696246931005)
+
+
+   --> TIME: 2025-03-31 18:50:44 -- STEP: 1218/8582 -- GLOBAL_STEP: 9800
+     | > loss_text_ce: 0.02737398073077202  (0.029008988810975373)
+     | > loss_mel_ce: 3.0130536556243896  (3.3853096599845065)
+     | > loss: 0.03619556874036789  (0.04064665130708123)
+     | > current_lr: 5e-06 
+     | > step_time: 0.3339  (0.3312711312461564)
+     | > loader_time: 0.0108  (0.01023342006507962)
+
+
+   --> TIME: 2025-03-31 18:51:12 -- STEP: 1268/8582 -- GLOBAL_STEP: 9850
+     | > loss_text_ce: 0.029531430453062057  (0.02899728497572549)
+     | > loss_mel_ce: 3.0160865783691406  (3.383975823782971)
+     | > loss: 0.03625736013054848  (0.040630632996770784)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2831  (0.3314998943346909)
+     | > loader_time: 0.0095  (0.01021997259242303)
+
+
+   --> TIME: 2025-03-31 18:51:39 -- STEP: 1318/8582 -- GLOBAL_STEP: 9900
+     | > loss_text_ce: 0.02956908941268921  (0.02900761865328133)
+     | > loss_mel_ce: 3.568453311920166  (3.3849953487176268)
+     | > loss: 0.0428336001932621  (0.04064289321600047)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2998  (0.3317099710154788)
+     | > loader_time: 0.0092  (0.01021715198192685)
+
+
+   --> TIME: 2025-03-31 18:52:06 -- STEP: 1368/8582 -- GLOBAL_STEP: 9950
+     | > loss_text_ce: 0.026821335777640343  (0.028996171237770145)
+     | > loss_mel_ce: 3.5291545391082764  (3.386021518045001)
+     | > loss: 0.04233304783701897  (0.04065497323315144)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2126  (0.33196629383410653)
+     | > loader_time: 0.0096  (0.010216214677743763)
+
+
+   --> TIME: 2025-03-31 18:52:33 -- STEP: 1418/8582 -- GLOBAL_STEP: 10000
+     | > loss_text_ce: 0.02613944187760353  (0.028988995362067935)
+     | > loss_mel_ce: 3.27567720413208  (3.386236091090526)
+     | > loss: 0.03930734097957611  (0.040657442249620535)
+     | > current_lr: 5e-06 
+     | > step_time: 0.2603  (0.33174033006929055)
+     | > loader_time: 0.01  (0.010209852280502443)
+
+
+ > CHECKPOINT : /kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d/checkpoint_10000.pth
+ ! Run is kept in /kaggle/working/TTS/recipes/ljspeech/xtts_v2/run/training/GPT_XTTS_v2.0_LJSpeech_FT-March-31-2025_05+20PM-4ad78c6d

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