Training in progress, step 2000, checkpoint

checkpoint-2000/added_tokens.json

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

checkpoint-2000/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-2000/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-2000/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9146cb96451b36c8e6ffc84ca5f5fbd7f79fa008e7242bcaf8107dff29fe2e6
+size 577789320

checkpoint-2000/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f4e33a6b0bc5329833eb9509b13d09ea776669a8a3587894db4fb6cd1826806
+size 1155772233

checkpoint-2000/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-2000/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfb709dca5f491cc2e96c6f460ca3b9cd98723e166f1f595100b7a382a1f005f
+size 14244

checkpoint-2000/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cc54b83402c17540cefad54d253997a9a255cb3cdbe0243280db688d4f5b0ed
+size 1064

checkpoint-2000/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-2000/spm_char.model

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

checkpoint-2000/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-2000/trainer_state.json

@@ -0,0 +1,345 @@
+{
+  "best_metric": 0.3768020272254944,
+  "best_model_checkpoint": "mikhail-panzo/zlm_b64_le4_s4000/checkpoint-2000",
+  "epoch": 1.675392670157068,
+  "eval_steps": 500,
+  "global_step": 2000,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.041884816753926704,
+      "grad_norm": 3.0341947078704834,
+      "learning_rate": 2.4000000000000003e-06,
+      "loss": 1.0529,
+      "step": 50
+    },
+    {
+      "epoch": 0.08376963350785341,
+      "grad_norm": 3.274244785308838,
+      "learning_rate": 4.9000000000000005e-06,
+      "loss": 0.8525,
+      "step": 100
+    },
+    {
+      "epoch": 0.1256544502617801,
+      "grad_norm": 7.409469127655029,
+      "learning_rate": 7.4e-06,
+      "loss": 0.7528,
+      "step": 150
+    },
+    {
+      "epoch": 0.16753926701570682,
+      "grad_norm": 3.476987600326538,
+      "learning_rate": 9.900000000000002e-06,
+      "loss": 0.689,
+      "step": 200
+    },
+    {
+      "epoch": 0.2094240837696335,
+      "grad_norm": 2.8871872425079346,
+      "learning_rate": 1.24e-05,
+      "loss": 0.6403,
+      "step": 250
+    },
+    {
+      "epoch": 0.2513089005235602,
+      "grad_norm": 2.007760763168335,
+      "learning_rate": 1.49e-05,
+      "loss": 0.6108,
+      "step": 300
+    },
+    {
+      "epoch": 0.2931937172774869,
+      "grad_norm": 1.8842569589614868,
+      "learning_rate": 1.74e-05,
+      "loss": 0.5696,
+      "step": 350
+    },
+    {
+      "epoch": 0.33507853403141363,
+      "grad_norm": 3.3749866485595703,
+      "learning_rate": 1.9900000000000003e-05,
+      "loss": 0.5544,
+      "step": 400
+    },
+    {
+      "epoch": 0.3769633507853403,
+      "grad_norm": 3.5075504779815674,
+      "learning_rate": 2.2400000000000002e-05,
+      "loss": 0.5441,
+      "step": 450
+    },
+    {
+      "epoch": 0.418848167539267,
+      "grad_norm": 3.789675712585449,
+      "learning_rate": 2.4900000000000002e-05,
+      "loss": 0.5277,
+      "step": 500
+    },
+    {
+      "epoch": 0.418848167539267,
+      "eval_loss": 0.4806458353996277,
+      "eval_runtime": 268.4116,
+      "eval_samples_per_second": 31.627,
+      "eval_steps_per_second": 3.957,
+      "step": 500
+    },
+    {
+      "epoch": 0.4607329842931937,
+      "grad_norm": 7.912121772766113,
+      "learning_rate": 2.7400000000000002e-05,
+      "loss": 0.527,
+      "step": 550
+    },
+    {
+      "epoch": 0.5026178010471204,
+      "grad_norm": 1.7653332948684692,
+      "learning_rate": 2.9900000000000002e-05,
+      "loss": 0.5152,
+      "step": 600
+    },
+    {
+      "epoch": 0.5445026178010471,
+      "grad_norm": 2.491381883621216,
+      "learning_rate": 3.24e-05,
+      "loss": 0.5163,
+      "step": 650
+    },
+    {
+      "epoch": 0.5863874345549738,
+      "grad_norm": 3.3132810592651367,
+      "learning_rate": 3.49e-05,
+      "loss": 0.4987,
+      "step": 700
+    },
+    {
+      "epoch": 0.6282722513089005,
+      "grad_norm": 3.01517915725708,
+      "learning_rate": 3.74e-05,
+      "loss": 0.4909,
+      "step": 750
+    },
+    {
+      "epoch": 0.6701570680628273,
+      "grad_norm": 3.681798219680786,
+      "learning_rate": 3.99e-05,
+      "loss": 0.4856,
+      "step": 800
+    },
+    {
+      "epoch": 0.7120418848167539,
+      "grad_norm": 2.726991653442383,
+      "learning_rate": 4.235e-05,
+      "loss": 0.4901,
+      "step": 850
+    },
+    {
+      "epoch": 0.7539267015706806,
+      "grad_norm": 1.8803215026855469,
+      "learning_rate": 4.4850000000000006e-05,
+      "loss": 0.4686,
+      "step": 900
+    },
+    {
+      "epoch": 0.7958115183246073,
+      "grad_norm": 2.8432154655456543,
+      "learning_rate": 4.735e-05,
+      "loss": 0.4782,
+      "step": 950
+    },
+    {
+      "epoch": 0.837696335078534,
+      "grad_norm": 2.698971748352051,
+      "learning_rate": 4.9850000000000006e-05,
+      "loss": 0.4582,
+      "step": 1000
+    },
+    {
+      "epoch": 0.837696335078534,
+      "eval_loss": 0.4116077423095703,
+      "eval_runtime": 270.0841,
+      "eval_samples_per_second": 31.431,
+      "eval_steps_per_second": 3.932,
+      "step": 1000
+    },
+    {
+      "epoch": 0.8795811518324608,
+      "grad_norm": 2.2148396968841553,
+      "learning_rate": 5.235e-05,
+      "loss": 0.4678,
+      "step": 1050
+    },
+    {
+      "epoch": 0.9214659685863874,
+      "grad_norm": 2.0481760501861572,
+      "learning_rate": 5.485e-05,
+      "loss": 0.4423,
+      "step": 1100
+    },
+    {
+      "epoch": 0.9633507853403142,
+      "grad_norm": 3.5668869018554688,
+      "learning_rate": 5.7350000000000005e-05,
+      "loss": 0.4484,
+      "step": 1150
+    },
+    {
+      "epoch": 1.0052356020942408,
+      "grad_norm": 1.8339941501617432,
+      "learning_rate": 5.9850000000000005e-05,
+      "loss": 0.4421,
+      "step": 1200
+    },
+    {
+      "epoch": 1.0471204188481675,
+      "grad_norm": 1.6828802824020386,
+      "learning_rate": 6.235000000000001e-05,
+      "loss": 0.4449,
+      "step": 1250
+    },
+    {
+      "epoch": 1.0890052356020943,
+      "grad_norm": 5.551531791687012,
+      "learning_rate": 6.485e-05,
+      "loss": 0.4428,
+      "step": 1300
+    },
+    {
+      "epoch": 1.130890052356021,
+      "grad_norm": 2.2175750732421875,
+      "learning_rate": 6.735e-05,
+      "loss": 0.451,
+      "step": 1350
+    },
+    {
+      "epoch": 1.1727748691099475,
+      "grad_norm": 3.919278383255005,
+      "learning_rate": 6.985e-05,
+      "loss": 0.4396,
+      "step": 1400
+    },
+    {
+      "epoch": 1.2146596858638743,
+      "grad_norm": 2.8837966918945312,
+      "learning_rate": 7.235000000000001e-05,
+      "loss": 0.4327,
+      "step": 1450
+    },
+    {
+      "epoch": 1.256544502617801,
+      "grad_norm": 2.3643736839294434,
+      "learning_rate": 7.485e-05,
+      "loss": 0.4312,
+      "step": 1500
+    },
+    {
+      "epoch": 1.256544502617801,
+      "eval_loss": 0.39514681696891785,
+      "eval_runtime": 274.9071,
+      "eval_samples_per_second": 30.88,
+      "eval_steps_per_second": 3.863,
+      "step": 1500
+    },
+    {
+      "epoch": 1.2984293193717278,
+      "grad_norm": 1.5905354022979736,
+      "learning_rate": 7.735e-05,
+      "loss": 0.4341,
+      "step": 1550
+    },
+    {
+      "epoch": 1.3403141361256545,
+      "grad_norm": 1.1960793733596802,
+      "learning_rate": 7.985e-05,
+      "loss": 0.4305,
+      "step": 1600
+    },
+    {
+      "epoch": 1.3821989528795813,
+      "grad_norm": 3.3077008724212646,
+      "learning_rate": 8.235000000000001e-05,
+      "loss": 0.4302,
+      "step": 1650
+    },
+    {
+      "epoch": 1.4240837696335078,
+      "grad_norm": 1.5816391706466675,
+      "learning_rate": 8.485e-05,
+      "loss": 0.4249,
+      "step": 1700
+    },
+    {
+      "epoch": 1.4659685863874345,
+      "grad_norm": 3.135552167892456,
+      "learning_rate": 8.735000000000001e-05,
+      "loss": 0.4251,
+      "step": 1750
+    },
+    {
+      "epoch": 1.5078534031413613,
+      "grad_norm": 2.1097774505615234,
+      "learning_rate": 8.985e-05,
+      "loss": 0.4209,
+      "step": 1800
+    },
+    {
+      "epoch": 1.5497382198952878,
+      "grad_norm": 1.6095610857009888,
+      "learning_rate": 9.235000000000001e-05,
+      "loss": 0.4155,
+      "step": 1850
+    },
+    {
+      "epoch": 1.5916230366492146,
+      "grad_norm": 2.1539840698242188,
+      "learning_rate": 9.485e-05,
+      "loss": 0.4155,
+      "step": 1900
+    },
+    {
+      "epoch": 1.6335078534031413,
+      "grad_norm": 2.5837864875793457,
+      "learning_rate": 9.735000000000001e-05,
+      "loss": 0.4174,
+      "step": 1950
+    },
+    {
+      "epoch": 1.675392670157068,
+      "grad_norm": 2.201157569885254,
+      "learning_rate": 9.985000000000001e-05,
+      "loss": 0.4122,
+      "step": 2000
+    },
+    {
+      "epoch": 1.675392670157068,
+      "eval_loss": 0.3768020272254944,
+      "eval_runtime": 274.0798,
+      "eval_samples_per_second": 30.973,
+      "eval_steps_per_second": 3.875,
+      "step": 2000
+    }
+  ],
+  "logging_steps": 50,
+  "max_steps": 4000,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 4,
+  "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": 1.791435708710208e+16,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-2000/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b529fdf4cdb0fc2d62ec04d33be6679cdd863e54d310222f15866e90272f6a3
+size 5304