File size: 15,095 Bytes
fc1bce2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
636e491
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
134
2022-03-02 15:44:55,662 INFO    MainThread:261220 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/.config/wandb/settings
2022-03-02 15:44:55,662 INFO    MainThread:261220 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/settings
2022-03-02 15:44:55,662 INFO    MainThread:261220 [wandb_setup.py:_flush():75] Loading settings from environment variables: {}
2022-03-02 15:44:55,662 INFO    MainThread:261220 [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'}
2022-03-02 15:44:55,662 INFO    MainThread:261220 [wandb_init.py:_log_setup():386] Logging user logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_154455-17zs7rwf/logs/debug.log
2022-03-02 15:44:55,662 INFO    MainThread:261220 [wandb_init.py:_log_setup():387] Logging internal logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_154455-17zs7rwf/logs/debug-internal.log
2022-03-02 15:44:55,663 INFO    MainThread:261220 [wandb_init.py:init():420] calling init triggers
2022-03-02 15:44:55,663 INFO    MainThread:261220 [wandb_init.py:init():425] wandb.init called with sweep_config: {}
config: {}
2022-03-02 15:44:55,663 INFO    MainThread:261220 [wandb_init.py:init():471] starting backend
2022-03-02 15:44:55,663 INFO    MainThread:261220 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
2022-03-02 15:44:55,726 INFO    MainThread:261220 [backend.py:ensure_launched():219] starting backend process...
2022-03-02 15:44:55,789 INFO    MainThread:261220 [backend.py:ensure_launched():224] started backend process with pid: 261319
2022-03-02 15:44:55,791 INFO    MainThread:261220 [wandb_init.py:init():480] backend started and connected
2022-03-02 15:44:55,800 INFO    MainThread:261220 [wandb_init.py:init():550] updated telemetry
2022-03-02 15:44:55,949 INFO    MainThread:261220 [wandb_init.py:init():581] communicating current version
2022-03-02 15:44:56,657 INFO    MainThread:261220 [wandb_init.py:init():586] got version response upgrade_message: "wandb version 0.12.11 is available!  To upgrade, please run:\n $ pip install wandb --upgrade"

2022-03-02 15:44:56,657 INFO    MainThread:261220 [wandb_init.py:init():596] communicating run to backend with 30 second timeout
2022-03-02 15:44:57,074 INFO    MainThread:261220 [wandb_init.py:init():624] starting run threads in backend
2022-03-02 15:44:57,208 INFO    MainThread:261220 [wandb_run.py:_console_start():1827] atexit reg
2022-03-02 15:44:57,208 INFO    MainThread:261220 [wandb_run.py:_redirect():1701] redirect: SettingsConsole.REDIRECT
2022-03-02 15:44:57,209 INFO    MainThread:261220 [wandb_run.py:_redirect():1706] Redirecting console.
2022-03-02 15:44:57,210 INFO    MainThread:261220 [wandb_run.py:_redirect():1762] Redirects installed.
2022-03-02 15:44:57,210 INFO    MainThread:261220 [wandb_init.py:init():651] run started, returning control to user process
2022-03-02 15:44:57,213 INFO    MainThread:261220 [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': 12, 'per_device_eval_batch_size': 12, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 2, 'eval_accumulation_steps': 'None', 'learning_rate': 0.0003, '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/Mar02_15-44-13_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': 12, 'eval_batch_size': 12}
2022-03-02 15:44:57,216 INFO    MainThread:261220 [wandb_watch.py:watch():43] Watching
2022-03-02 18:00:33,516 INFO    MainThread:261220 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 1
2022-03-02 18:00:33,520 INFO    MainThread:261220 [wandb_run.py:_restore():1769] restore
2022-03-02 18:00:35,667 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 1
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2095
}

2022-03-02 18:00:35,793 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 1
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2095
}

2022-03-02 18:00:35,943 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 1
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2095
}

2022-03-02 18:00:36,841 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 1
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2095
}

2022-03-02 18:00:37,538 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 4
}
pusher_stats {
  uploaded_bytes: 2095
  total_bytes: 2653576
}

2022-03-02 18:00:37,642 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 34863
  total_bytes: 2951743
}

2022-03-02 18:00:37,744 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2951743
  total_bytes: 2951743
}

2022-03-02 18:00:37,845 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2951743
  total_bytes: 2951743
}

2022-03-02 18:00:37,947 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2951743
  total_bytes: 2951743
}

2022-03-02 18:00:38,049 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2951743
  total_bytes: 2951743
}

2022-03-02 18:00:39,633 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2951743
  total_bytes: 2951743
}

2022-03-02 18:00:39,808 INFO    MainThread:261220 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true
exit_result {
}
file_counts {
  wandb_count: 5
}
pusher_stats {
  uploaded_bytes: 2951743
  total_bytes: 2951743
}
local_info {
}

2022-03-02 18:00:40,957 INFO    MainThread:261220 [wandb_run.py:_append_history():2144] rendering history
2022-03-02 18:00:40,958 INFO    MainThread:261220 [wandb_run.py:_append_summary():2102] rendering summary
2022-03-02 18:00:40,959 INFO    MainThread:261220 [wandb_run.py:_append_files():2194] logging synced files