File size: 14,987 Bytes
53a9ef4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
2022-03-01 16:07:18,748 INFO    MainThread:244920 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/.config/wandb/settings
2022-03-01 16:07:18,749 INFO    MainThread:244920 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/settings
2022-03-01 16:07:18,749 INFO    MainThread:244920 [wandb_setup.py:_flush():75] Loading settings from environment variables: {}
2022-03-01 16:07:18,749 INFO    MainThread:244920 [wandb_setup.py:_flush():75] Inferring run settings from compute environment: {'program_relpath': 'run_speech_recognition_seq2seq.py', 'program': '/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py'}
2022-03-01 16:07:18,749 INFO    MainThread:244920 [wandb_init.py:_log_setup():386] Logging user logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220301_160718-1tlgvk9e/logs/debug.log
2022-03-01 16:07:18,749 INFO    MainThread:244920 [wandb_init.py:_log_setup():387] Logging internal logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220301_160718-1tlgvk9e/logs/debug-internal.log
2022-03-01 16:07:18,749 INFO    MainThread:244920 [wandb_init.py:init():420] calling init triggers
2022-03-01 16:07:18,749 INFO    MainThread:244920 [wandb_init.py:init():425] wandb.init called with sweep_config: {}
config: {}
2022-03-01 16:07:18,749 INFO    MainThread:244920 [wandb_init.py:init():471] starting backend
2022-03-01 16:07:18,749 INFO    MainThread:244920 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
2022-03-01 16:07:18,810 INFO    MainThread:244920 [backend.py:ensure_launched():219] starting backend process...
2022-03-01 16:07:18,870 INFO    MainThread:244920 [backend.py:ensure_launched():224] started backend process with pid: 245019
2022-03-01 16:07:18,873 INFO    MainThread:244920 [wandb_init.py:init():480] backend started and connected
2022-03-01 16:07:18,883 INFO    MainThread:244920 [wandb_init.py:init():550] updated telemetry
2022-03-01 16:07:19,025 INFO    MainThread:244920 [wandb_init.py:init():581] communicating current version
2022-03-01 16:07:19,744 INFO    MainThread:244920 [wandb_init.py:init():586] got version response 
2022-03-01 16:07:19,745 INFO    MainThread:244920 [wandb_init.py:init():596] communicating run to backend with 30 second timeout
2022-03-01 16:07:19,852 INFO    MainThread:244920 [wandb_init.py:init():624] starting run threads in backend
2022-03-01 16:07:19,961 INFO    MainThread:244920 [wandb_run.py:_console_start():1827] atexit reg
2022-03-01 16:07:19,961 INFO    MainThread:244920 [wandb_run.py:_redirect():1701] redirect: SettingsConsole.REDIRECT
2022-03-01 16:07:19,962 INFO    MainThread:244920 [wandb_run.py:_redirect():1706] Redirecting console.
2022-03-01 16:07:19,963 INFO    MainThread:244920 [wandb_run.py:_redirect():1762] Redirects installed.
2022-03-01 16:07:19,963 INFO    MainThread:244920 [wandb_init.py:init():651] run started, returning control to user process
2022-03-01 16:07:19,966 INFO    MainThread:244920 [wandb_run.py:_config_callback():966] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'torch.float32', 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': False, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 50, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['SpeechEncoderDecoderModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 50256, 'eos_token_id': 50256, 'sep_token_id': None, 'decoder_start_token_id': 50256, 'task_specific_params': None, 'problem_type': None, '_name_or_path': './', 'transformers_version': None, 'decoder': {'vocab_size': 50257, 'n_positions': 1024, 'n_embd': 1024, 'n_layer': 24, 'n_head': 16, 'n_inner': None, 'activation_function': 'gelu_new', 'resid_pdrop': 0.0, 'embd_pdrop': 0.0, 'attn_pdrop': 0.0, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'summary_type': 'cls_index', 'summary_use_proj': True, 'summary_activation': None, 'summary_first_dropout': 0.0, 'summary_proj_to_labels': True, 'scale_attn_weights': True, 'use_cache': False, 'scale_attn_by_inverse_layer_idx': False, 'reorder_and_upcast_attn': False, 'bos_token_id': 50256, 'eos_token_id': 50256, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': True, 'cross_attention_hidden_size': None, 'add_cross_attention': True, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['GPT2LMHeadModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': {'text-generation': {'do_sample': True, 'max_length': 50}}, 'problem_type': None, '_name_or_path': 'gpt2-medium', 'transformers_version': '4.17.0.dev0', 'n_ctx': 1024, 'n_special': 0, 'predict_special_tokens': True, 'model_type': 'gpt2'}, 'encoder': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['Wav2Vec2ForPreTraining'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/wav2vec2-large-lv60', 'transformers_version': '4.17.0.dev0', 'feat_extract_dropout': 0.0, 'gradient_checkpointing': False, 'hidden_dropout_prob': 0.0, 'num_feat_extract_layers': 7, 'hidden_size': 1024, 'feat_extract_norm': 'layer', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': True, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 24, 'intermediate_size': 4096, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'feat_proj_dropout': 0.0, 'final_dropout': 0.0, 'layerdrop': 0.0, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 32, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': False, 'mask_time_prob': 0.0, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.0, 'mask_feature_length': 10, 'mask_feature_min_masks': 0, 'num_codevectors_per_group': 320, 'num_codevector_groups': 2, 'contrastive_logits_temperature': 0.1, 'feat_quantizer_dropout': 0.0, 'num_negatives': 100, 'codevector_dim': 768, 'proj_codevector_dim': 768, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'sum', 'ctc_zero_infinity': False, 'add_adapter': True, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 1024, 'classifier_proj_size': 256, 'tdnn_dim': [512, 512, 512, 512, 1500], 'tdnn_kernel': [5, 3, 3, 1, 1], 'tdnn_dilation': [1, 2, 3, 1, 1], 'xvector_output_dim': 512, 'model_type': 'wav2vec2'}, 'model_type': 'speech-encoder-decoder', 'processor_class': 'Wav2Vec2Processor', 'use_cache': False, 'output_dir': './', 'overwrite_output_dir': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 14, 'per_device_eval_batch_size': 14, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 8, 'eval_accumulation_steps': 'None', 'learning_rate': 3e-05, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 500, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Mar01_16-06-37_sanchit--v100', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 1, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 1, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', 'tpu_num_cores': 'None', 'tpu_metrics_debug': False, 'debug': '[]', 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': './', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': False, 'metric_for_best_model': 'None', 'greater_is_better': 'None', 'ignore_data_skip': False, 'sharded_ddp': '[]', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': 40, 'generation_num_beams': 1, 'train_batch_size': 14, 'eval_batch_size': 14}
2022-03-01 16:07:19,968 INFO    MainThread:244920 [wandb_watch.py:watch():43] Watching
2022-03-01 17:09:06,822 INFO    MainThread:244920 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 1
2022-03-01 17:09:06,824 INFO    MainThread:244920 [wandb_run.py:_restore():1769] restore
2022-03-01 17:09:09,501 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 1
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2095
}

2022-03-01 17:09:09,696 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 1
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2095
}

2022-03-01 17:09:10,577 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 1
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2095
}

2022-03-01 17:09:11,559 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 4
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2035546
}

2022-03-01 17:09:11,660 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2333121
}

2022-03-01 17:09:11,762 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2333121
  total_bytes: 2333121
}

2022-03-01 17:09:11,864 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2333121
  total_bytes: 2333121
}

2022-03-01 17:09:11,965 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2333121
  total_bytes: 2333121
}

2022-03-01 17:09:12,067 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2333121
  total_bytes: 2333121
}

2022-03-01 17:09:12,168 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2333121
  total_bytes: 2333121
}

2022-03-01 17:09:13,926 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2333121
  total_bytes: 2333121
}

2022-03-01 17:09:14,087 INFO    MainThread:244920 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true
exit_result {
}
file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2333121
  total_bytes: 2333121
}
local_info {
}

2022-03-01 17:09:15,234 INFO    MainThread:244920 [wandb_run.py:_append_history():2144] rendering history
2022-03-01 17:09:15,235 INFO    MainThread:244920 [wandb_run.py:_append_summary():2102] rendering summary
2022-03-01 17:09:15,236 INFO    MainThread:244920 [wandb_run.py:_append_files():2194] logging synced files