Training in progress, step 2500, checkpoint

checkpoint-2500/added_tokens.json

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

checkpoint-2500/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-2500/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-2500/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46a424b33ce72c18082008d764420e85b4012dc2b60fdbc3fb7f9c739121a812
+size 577789320

checkpoint-2500/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef17e643f216eaff9b73ba04fcd6374869c64324a22273b6a094def0109d3c9a
+size 1155772233

checkpoint-2500/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-2500/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a2ad135b65708c594945b85ded680665ac5a7868d59fdd491260230af23412a
+size 14244

checkpoint-2500/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5b56c909bdfd359503d6bcec618fbe35b9e2276a74764820065954757bce0f5
+size 1064

checkpoint-2500/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-2500/spm_char.model

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

checkpoint-2500/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-2500/trainer_state.json

@@ -0,0 +1,423 @@
+{
+  "best_metric": 0.41287755966186523,
+  "best_model_checkpoint": "mikhail-panzo/fil_b64_le5_s4000/checkpoint-2500",
+  "epoch": 111.11111111111111,
+  "eval_steps": 500,
+  "global_step": 2500,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 2.2222222222222223,
+      "grad_norm": 5.408687114715576,
+      "learning_rate": 2.5000000000000004e-07,
+      "loss": 0.8111,
+      "step": 50
+    },
+    {
+      "epoch": 4.444444444444445,
+      "grad_norm": 3.0843052864074707,
+      "learning_rate": 5.000000000000001e-07,
+      "loss": 0.7694,
+      "step": 100
+    },
+    {
+      "epoch": 6.666666666666667,
+      "grad_norm": 5.368913650512695,
+      "learning_rate": 7.5e-07,
+      "loss": 0.7562,
+      "step": 150
+    },
+    {
+      "epoch": 8.88888888888889,
+      "grad_norm": 1.200212836265564,
+      "learning_rate": 1.0000000000000002e-06,
+      "loss": 0.7184,
+      "step": 200
+    },
+    {
+      "epoch": 11.11111111111111,
+      "grad_norm": 1.2329410314559937,
+      "learning_rate": 1.25e-06,
+      "loss": 0.7022,
+      "step": 250
+    },
+    {
+      "epoch": 13.333333333333334,
+      "grad_norm": 1.7799458503723145,
+      "learning_rate": 1.5e-06,
+      "loss": 0.6823,
+      "step": 300
+    },
+    {
+      "epoch": 15.555555555555555,
+      "grad_norm": 2.0204672813415527,
+      "learning_rate": 1.75e-06,
+      "loss": 0.6635,
+      "step": 350
+    },
+    {
+      "epoch": 17.77777777777778,
+      "grad_norm": 1.8028016090393066,
+      "learning_rate": 2.0000000000000003e-06,
+      "loss": 0.6499,
+      "step": 400
+    },
+    {
+      "epoch": 20.0,
+      "grad_norm": 1.5485812425613403,
+      "learning_rate": 2.25e-06,
+      "loss": 0.6216,
+      "step": 450
+    },
+    {
+      "epoch": 22.22222222222222,
+      "grad_norm": 1.0476795434951782,
+      "learning_rate": 2.5e-06,
+      "loss": 0.575,
+      "step": 500
+    },
+    {
+      "epoch": 22.22222222222222,
+      "eval_loss": 0.49667900800704956,
+      "eval_runtime": 8.3577,
+      "eval_samples_per_second": 19.024,
+      "eval_steps_per_second": 2.393,
+      "step": 500
+    },
+    {
+      "epoch": 24.444444444444443,
+      "grad_norm": 1.134787678718567,
+      "learning_rate": 2.7500000000000004e-06,
+      "loss": 0.5464,
+      "step": 550
+    },
+    {
+      "epoch": 26.666666666666668,
+      "grad_norm": 1.543503999710083,
+      "learning_rate": 3e-06,
+      "loss": 0.5432,
+      "step": 600
+    },
+    {
+      "epoch": 28.88888888888889,
+      "grad_norm": 1.0410478115081787,
+      "learning_rate": 3.2500000000000002e-06,
+      "loss": 0.5355,
+      "step": 650
+    },
+    {
+      "epoch": 31.11111111111111,
+      "grad_norm": 1.5184495449066162,
+      "learning_rate": 3.5e-06,
+      "loss": 0.5289,
+      "step": 700
+    },
+    {
+      "epoch": 33.333333333333336,
+      "grad_norm": 1.490964651107788,
+      "learning_rate": 3.7500000000000005e-06,
+      "loss": 0.5225,
+      "step": 750
+    },
+    {
+      "epoch": 35.55555555555556,
+      "grad_norm": 1.2980331182479858,
+      "learning_rate": 4.000000000000001e-06,
+      "loss": 0.5122,
+      "step": 800
+    },
+    {
+      "epoch": 37.77777777777778,
+      "grad_norm": 1.2520424127578735,
+      "learning_rate": 4.25e-06,
+      "loss": 0.51,
+      "step": 850
+    },
+    {
+      "epoch": 40.0,
+      "grad_norm": 1.2899489402770996,
+      "learning_rate": 4.5e-06,
+      "loss": 0.5051,
+      "step": 900
+    },
+    {
+      "epoch": 42.22222222222222,
+      "grad_norm": 1.2064433097839355,
+      "learning_rate": 4.75e-06,
+      "loss": 0.5006,
+      "step": 950
+    },
+    {
+      "epoch": 44.44444444444444,
+      "grad_norm": 1.1178175210952759,
+      "learning_rate": 5e-06,
+      "loss": 0.4945,
+      "step": 1000
+    },
+    {
+      "epoch": 44.44444444444444,
+      "eval_loss": 0.4459993243217468,
+      "eval_runtime": 7.7575,
+      "eval_samples_per_second": 20.496,
+      "eval_steps_per_second": 2.578,
+      "step": 1000
+    },
+    {
+      "epoch": 46.666666666666664,
+      "grad_norm": 1.2157412767410278,
+      "learning_rate": 5.2500000000000006e-06,
+      "loss": 0.4976,
+      "step": 1050
+    },
+    {
+      "epoch": 48.888888888888886,
+      "grad_norm": 1.0625967979431152,
+      "learning_rate": 5.500000000000001e-06,
+      "loss": 0.485,
+      "step": 1100
+    },
+    {
+      "epoch": 51.111111111111114,
+      "grad_norm": 1.2712880373001099,
+      "learning_rate": 5.75e-06,
+      "loss": 0.4835,
+      "step": 1150
+    },
+    {
+      "epoch": 53.333333333333336,
+      "grad_norm": 1.1251996755599976,
+      "learning_rate": 6e-06,
+      "loss": 0.482,
+      "step": 1200
+    },
+    {
+      "epoch": 55.55555555555556,
+      "grad_norm": 1.1670546531677246,
+      "learning_rate": 6.25e-06,
+      "loss": 0.4847,
+      "step": 1250
+    },
+    {
+      "epoch": 57.77777777777778,
+      "grad_norm": 1.2118104696273804,
+      "learning_rate": 6.5000000000000004e-06,
+      "loss": 0.4804,
+      "step": 1300
+    },
+    {
+      "epoch": 60.0,
+      "grad_norm": 1.352782964706421,
+      "learning_rate": 6.750000000000001e-06,
+      "loss": 0.4763,
+      "step": 1350
+    },
+    {
+      "epoch": 62.22222222222222,
+      "grad_norm": 0.9930539727210999,
+      "learning_rate": 7e-06,
+      "loss": 0.4776,
+      "step": 1400
+    },
+    {
+      "epoch": 64.44444444444444,
+      "grad_norm": 0.9236252903938293,
+      "learning_rate": 7.25e-06,
+      "loss": 0.4646,
+      "step": 1450
+    },
+    {
+      "epoch": 66.66666666666667,
+      "grad_norm": 1.295523762702942,
+      "learning_rate": 7.500000000000001e-06,
+      "loss": 0.4681,
+      "step": 1500
+    },
+    {
+      "epoch": 66.66666666666667,
+      "eval_loss": 0.43010735511779785,
+      "eval_runtime": 7.7488,
+      "eval_samples_per_second": 20.519,
+      "eval_steps_per_second": 2.581,
+      "step": 1500
+    },
+    {
+      "epoch": 68.88888888888889,
+      "grad_norm": 1.0008094310760498,
+      "learning_rate": 7.75e-06,
+      "loss": 0.4673,
+      "step": 1550
+    },
+    {
+      "epoch": 71.11111111111111,
+      "grad_norm": 1.275070071220398,
+      "learning_rate": 8.000000000000001e-06,
+      "loss": 0.4654,
+      "step": 1600
+    },
+    {
+      "epoch": 73.33333333333333,
+      "grad_norm": 1.0170423984527588,
+      "learning_rate": 8.25e-06,
+      "loss": 0.4571,
+      "step": 1650
+    },
+    {
+      "epoch": 75.55555555555556,
+      "grad_norm": 1.0809487104415894,
+      "learning_rate": 8.5e-06,
+      "loss": 0.4578,
+      "step": 1700
+    },
+    {
+      "epoch": 77.77777777777777,
+      "grad_norm": 1.9192956686019897,
+      "learning_rate": 8.750000000000001e-06,
+      "loss": 0.4574,
+      "step": 1750
+    },
+    {
+      "epoch": 80.0,
+      "grad_norm": 2.315152406692505,
+      "learning_rate": 9e-06,
+      "loss": 0.4566,
+      "step": 1800
+    },
+    {
+      "epoch": 82.22222222222223,
+      "grad_norm": 1.0425012111663818,
+      "learning_rate": 9.250000000000001e-06,
+      "loss": 0.4583,
+      "step": 1850
+    },
+    {
+      "epoch": 84.44444444444444,
+      "grad_norm": 0.896725058555603,
+      "learning_rate": 9.5e-06,
+      "loss": 0.4542,
+      "step": 1900
+    },
+    {
+      "epoch": 86.66666666666667,
+      "grad_norm": 1.2378209829330444,
+      "learning_rate": 9.75e-06,
+      "loss": 0.455,
+      "step": 1950
+    },
+    {
+      "epoch": 88.88888888888889,
+      "grad_norm": 1.078316330909729,
+      "learning_rate": 1e-05,
+      "loss": 0.4514,
+      "step": 2000
+    },
+    {
+      "epoch": 88.88888888888889,
+      "eval_loss": 0.4194343686103821,
+      "eval_runtime": 8.6226,
+      "eval_samples_per_second": 18.44,
+      "eval_steps_per_second": 2.319,
+      "step": 2000
+    },
+    {
+      "epoch": 91.11111111111111,
+      "grad_norm": 1.1163235902786255,
+      "learning_rate": 9.75e-06,
+      "loss": 0.456,
+      "step": 2050
+    },
+    {
+      "epoch": 93.33333333333333,
+      "grad_norm": 1.3120802640914917,
+      "learning_rate": 9.5e-06,
+      "loss": 0.4444,
+      "step": 2100
+    },
+    {
+      "epoch": 95.55555555555556,
+      "grad_norm": 1.4265310764312744,
+      "learning_rate": 9.250000000000001e-06,
+      "loss": 0.449,
+      "step": 2150
+    },
+    {
+      "epoch": 97.77777777777777,
+      "grad_norm": 1.206393837928772,
+      "learning_rate": 9e-06,
+      "loss": 0.4441,
+      "step": 2200
+    },
+    {
+      "epoch": 100.0,
+      "grad_norm": 1.218729853630066,
+      "learning_rate": 8.750000000000001e-06,
+      "loss": 0.4432,
+      "step": 2250
+    },
+    {
+      "epoch": 102.22222222222223,
+      "grad_norm": 1.154038906097412,
+      "learning_rate": 8.5e-06,
+      "loss": 0.448,
+      "step": 2300
+    },
+    {
+      "epoch": 104.44444444444444,
+      "grad_norm": 0.9223791360855103,
+      "learning_rate": 8.25e-06,
+      "loss": 0.4442,
+      "step": 2350
+    },
+    {
+      "epoch": 106.66666666666667,
+      "grad_norm": 1.0341440439224243,
+      "learning_rate": 8.000000000000001e-06,
+      "loss": 0.4424,
+      "step": 2400
+    },
+    {
+      "epoch": 108.88888888888889,
+      "grad_norm": 1.072590708732605,
+      "learning_rate": 7.75e-06,
+      "loss": 0.4365,
+      "step": 2450
+    },
+    {
+      "epoch": 111.11111111111111,
+      "grad_norm": 0.8107730150222778,
+      "learning_rate": 7.500000000000001e-06,
+      "loss": 0.4396,
+      "step": 2500
+    },
+    {
+      "epoch": 111.11111111111111,
+      "eval_loss": 0.41287755966186523,
+      "eval_runtime": 8.2486,
+      "eval_samples_per_second": 19.276,
+      "eval_steps_per_second": 2.425,
+      "step": 2500
+    }
+  ],
+  "logging_steps": 50,
+  "max_steps": 4000,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 182,
+  "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": 3.444950455431091e+16,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-2500/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdf2f9b43002e360816d8723928faaba2e3646afcafc12e00187949d82741877
+size 5304