Training in progress, step 1500, checkpoint

checkpoint-1500/added_tokens.json

@@ -0,0 +1,4 @@
+{
+  "<ctc_blank>": 80,
+  "<mask>": 79
+}

checkpoint-1500/config.json

@@ -0,0 +1,92 @@
+{
+  "_name_or_path": "microsoft/speecht5_tts",
+  "activation_dropout": 0.1,
+  "apply_spec_augment": true,
+  "architectures": [
+    "SpeechT5ForTextToSpeech"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 0,
+  "conv_bias": false,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "decoder_attention_heads": 12,
+  "decoder_ffn_dim": 3072,
+  "decoder_layerdrop": 0.1,
+  "decoder_layers": 6,
+  "decoder_start_token_id": 2,
+  "encoder_attention_heads": 12,
+  "encoder_ffn_dim": 3072,
+  "encoder_layerdrop": 0.1,
+  "encoder_layers": 12,
+  "encoder_max_relative_position": 160,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_norm": "group",
+  "feat_proj_dropout": 0.0,
+  "guided_attention_loss_num_heads": 2,
+  "guided_attention_loss_scale": 10.0,
+  "guided_attention_loss_sigma": 0.4,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "is_encoder_decoder": true,
+  "layer_norm_eps": 1e-05,
+  "mask_feature_length": 10,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_prob": 0.05,
+  "max_length": 1876,
+  "max_speech_positions": 1876,
+  "max_text_positions": 600,
+  "model_type": "speecht5",
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_mel_bins": 80,
+  "pad_token_id": 1,
+  "positional_dropout": 0.1,
+  "reduction_factor": 2,
+  "scale_embedding": false,
+  "speaker_embedding_dim": 512,
+  "speech_decoder_postnet_dropout": 0.5,
+  "speech_decoder_postnet_kernel": 5,
+  "speech_decoder_postnet_layers": 5,
+  "speech_decoder_postnet_units": 256,
+  "speech_decoder_prenet_dropout": 0.5,
+  "speech_decoder_prenet_layers": 2,
+  "speech_decoder_prenet_units": 256,
+  "torch_dtype": "float32",
+  "transformers_version": "4.41.0.dev0",
+  "use_cache": false,
+  "use_guided_attention_loss": true,
+  "vocab_size": 81
+}

checkpoint-1500/generation_config.json

@@ -0,0 +1,9 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "eos_token_id": 2,
+  "max_length": 1876,
+  "pad_token_id": 1,
+  "transformers_version": "4.41.0.dev0"
+}

checkpoint-1500/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7996795944905f2860da551b765805542f10fbff0e44c0953536e397fef46d09
+size 577789320

checkpoint-1500/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0142887c3f0677fe54fe5bc22a5ac809fee938f957966551061005f27eaf612
+size 1155772233

checkpoint-1500/preprocessor_config.json

@@ -0,0 +1,19 @@
+{
+  "do_normalize": false,
+  "feature_extractor_type": "SpeechT5FeatureExtractor",
+  "feature_size": 1,
+  "fmax": 7600,
+  "fmin": 80,
+  "frame_signal_scale": 1.0,
+  "hop_length": 16,
+  "mel_floor": 1e-10,
+  "num_mel_bins": 80,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "SpeechT5Processor",
+  "reduction_factor": 2,
+  "return_attention_mask": true,
+  "sampling_rate": 16000,
+  "win_function": "hann_window",
+  "win_length": 64
+}

checkpoint-1500/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afea1bedee23e7930e84e8501ad2139ffeb1b9f64b8a8f81543729284187a914
+size 14244

checkpoint-1500/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c31148a882e28f4701702d9217b5100808d4f2d3a631ab72212069fbf9192d9
+size 1064

checkpoint-1500/special_tokens_map.json

@@ -0,0 +1,13 @@
+{
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "unk_token": "<unk>"
+}

checkpoint-1500/spm_char.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fcc48f3e225f627b1641db410ceb0c8649bd2b0c982e150b03f8be3728ab560
+size 238473

checkpoint-1500/tokenizer_config.json

@@ -0,0 +1,63 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "79": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "80": {
+      "content": "<ctc_blank>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "</s>",
+  "mask_token": "<mask>",
+  "model_max_length": 600,
+  "normalize": false,
+  "pad_token": "<pad>",
+  "processor_class": "SpeechT5Processor",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "SpeechT5Tokenizer",
+  "unk_token": "<unk>"
+}

checkpoint-1500/trainer_state.json

@@ -0,0 +1,267 @@
+{
+  "best_metric": 0.3975289463996887,
+  "best_model_checkpoint": "mikhail-panzo/zlm_b32_le4_s4000/checkpoint-1500",
+  "epoch": 0.6282722513089005,
+  "eval_steps": 500,
+  "global_step": 1500,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.020942408376963352,
+      "grad_norm": 3.1775436401367188,
+      "learning_rate": 2.35e-06,
+      "loss": 1.1228,
+      "step": 50
+    },
+    {
+      "epoch": 0.041884816753926704,
+      "grad_norm": 4.18980073928833,
+      "learning_rate": 4.85e-06,
+      "loss": 0.8304,
+      "step": 100
+    },
+    {
+      "epoch": 0.06282722513089005,
+      "grad_norm": 4.5355024337768555,
+      "learning_rate": 7.35e-06,
+      "loss": 0.7701,
+      "step": 150
+    },
+    {
+      "epoch": 0.08376963350785341,
+      "grad_norm": 3.9590957164764404,
+      "learning_rate": 9.85e-06,
+      "loss": 0.7096,
+      "step": 200
+    },
+    {
+      "epoch": 0.10471204188481675,
+      "grad_norm": 5.419675350189209,
+      "learning_rate": 1.235e-05,
+      "loss": 0.6518,
+      "step": 250
+    },
+    {
+      "epoch": 0.1256544502617801,
+      "grad_norm": 3.1052777767181396,
+      "learning_rate": 1.485e-05,
+      "loss": 0.6326,
+      "step": 300
+    },
+    {
+      "epoch": 0.14659685863874344,
+      "grad_norm": 3.4649453163146973,
+      "learning_rate": 1.7349999999999998e-05,
+      "loss": 0.6241,
+      "step": 350
+    },
+    {
+      "epoch": 0.16753926701570682,
+      "grad_norm": 4.962624549865723,
+      "learning_rate": 1.985e-05,
+      "loss": 0.5723,
+      "step": 400
+    },
+    {
+      "epoch": 0.18848167539267016,
+      "grad_norm": 2.7586095333099365,
+      "learning_rate": 2.235e-05,
+      "loss": 0.5764,
+      "step": 450
+    },
+    {
+      "epoch": 0.2094240837696335,
+      "grad_norm": 3.5610299110412598,
+      "learning_rate": 2.485e-05,
+      "loss": 0.5552,
+      "step": 500
+    },
+    {
+      "epoch": 0.2094240837696335,
+      "eval_loss": 0.48825809359550476,
+      "eval_runtime": 275.2604,
+      "eval_samples_per_second": 30.84,
+      "eval_steps_per_second": 3.858,
+      "step": 500
+    },
+    {
+      "epoch": 0.23036649214659685,
+      "grad_norm": 3.3351809978485107,
+      "learning_rate": 2.7350000000000004e-05,
+      "loss": 0.5322,
+      "step": 550
+    },
+    {
+      "epoch": 0.2513089005235602,
+      "grad_norm": 3.7222373485565186,
+      "learning_rate": 2.985e-05,
+      "loss": 0.5186,
+      "step": 600
+    },
+    {
+      "epoch": 0.27225130890052357,
+      "grad_norm": 3.1811156272888184,
+      "learning_rate": 3.235e-05,
+      "loss": 0.5157,
+      "step": 650
+    },
+    {
+      "epoch": 0.2931937172774869,
+      "grad_norm": 2.2585642337799072,
+      "learning_rate": 3.485e-05,
+      "loss": 0.5089,
+      "step": 700
+    },
+    {
+      "epoch": 0.31413612565445026,
+      "grad_norm": 3.999460220336914,
+      "learning_rate": 3.735e-05,
+      "loss": 0.5117,
+      "step": 750
+    },
+    {
+      "epoch": 0.33507853403141363,
+      "grad_norm": 3.739990472793579,
+      "learning_rate": 3.9850000000000006e-05,
+      "loss": 0.5031,
+      "step": 800
+    },
+    {
+      "epoch": 0.35602094240837695,
+      "grad_norm": 4.251980781555176,
+      "learning_rate": 4.235e-05,
+      "loss": 0.5064,
+      "step": 850
+    },
+    {
+      "epoch": 0.3769633507853403,
+      "grad_norm": 2.770602226257324,
+      "learning_rate": 4.4850000000000006e-05,
+      "loss": 0.4921,
+      "step": 900
+    },
+    {
+      "epoch": 0.39790575916230364,
+      "grad_norm": 2.506974220275879,
+      "learning_rate": 4.735e-05,
+      "loss": 0.4839,
+      "step": 950
+    },
+    {
+      "epoch": 0.418848167539267,
+      "grad_norm": 2.2666189670562744,
+      "learning_rate": 4.9850000000000006e-05,
+      "loss": 0.4913,
+      "step": 1000
+    },
+    {
+      "epoch": 0.418848167539267,
+      "eval_loss": 0.4265913963317871,
+      "eval_runtime": 273.9661,
+      "eval_samples_per_second": 30.986,
+      "eval_steps_per_second": 3.876,
+      "step": 1000
+    },
+    {
+      "epoch": 0.4397905759162304,
+      "grad_norm": 3.1451058387756348,
+      "learning_rate": 5.235e-05,
+      "loss": 0.4722,
+      "step": 1050
+    },
+    {
+      "epoch": 0.4607329842931937,
+      "grad_norm": 3.197997570037842,
+      "learning_rate": 5.485e-05,
+      "loss": 0.4692,
+      "step": 1100
+    },
+    {
+      "epoch": 0.4816753926701571,
+      "grad_norm": 2.9112601280212402,
+      "learning_rate": 5.7350000000000005e-05,
+      "loss": 0.4738,
+      "step": 1150
+    },
+    {
+      "epoch": 0.5026178010471204,
+      "grad_norm": 3.036731243133545,
+      "learning_rate": 5.9850000000000005e-05,
+      "loss": 0.4521,
+      "step": 1200
+    },
+    {
+      "epoch": 0.5235602094240838,
+      "grad_norm": 5.021958351135254,
+      "learning_rate": 6.235000000000001e-05,
+      "loss": 0.4666,
+      "step": 1250
+    },
+    {
+      "epoch": 0.5445026178010471,
+      "grad_norm": 3.302204132080078,
+      "learning_rate": 6.485e-05,
+      "loss": 0.4625,
+      "step": 1300
+    },
+    {
+      "epoch": 0.5654450261780105,
+      "grad_norm": 3.2643635272979736,
+      "learning_rate": 6.735e-05,
+      "loss": 0.4683,
+      "step": 1350
+    },
+    {
+      "epoch": 0.5863874345549738,
+      "grad_norm": 1.7499467134475708,
+      "learning_rate": 6.985e-05,
+      "loss": 0.449,
+      "step": 1400
+    },
+    {
+      "epoch": 0.6073298429319371,
+      "grad_norm": 1.3616622686386108,
+      "learning_rate": 7.235000000000001e-05,
+      "loss": 0.4523,
+      "step": 1450
+    },
+    {
+      "epoch": 0.6282722513089005,
+      "grad_norm": 2.5826191902160645,
+      "learning_rate": 7.485e-05,
+      "loss": 0.446,
+      "step": 1500
+    },
+    {
+      "epoch": 0.6282722513089005,
+      "eval_loss": 0.3975289463996887,
+      "eval_runtime": 266.7188,
+      "eval_samples_per_second": 31.828,
+      "eval_steps_per_second": 3.982,
+      "step": 1500
+    }
+  ],
+  "logging_steps": 50,
+  "max_steps": 4000,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 2,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 6697816510239360.0,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-1500/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d4bd9e8b415432529fbe2030449f0627fb64db9c2759966d42e9a0819fc3e38
+size 5304