2022-06-22 13:56:28,970 INFO MainThread:383050 [wandb_setup.py:_flush():75] Loading settings from /home/rolvb/.config/wandb/settings 2022-06-22 13:56:28,970 INFO MainThread:383050 [wandb_setup.py:_flush():75] Loading settings from /mnt/lv_ai_1_dante/ml/models/wav2vec2-1b-npsc-nst-bokmaal/wandb/settings 2022-06-22 13:56:28,970 INFO MainThread:383050 [wandb_setup.py:_flush():75] Loading settings from environment variables: {'project': 'wav2vec2', 'entity': 'NbAiLab'} 2022-06-22 13:56:28,970 INFO MainThread:383050 [wandb_setup.py:_flush():75] Inferring run settings from compute environment: {'program_relpath': 'run_speech_recognition_ctc.py', 'program': '/mnt/lv_ai_1_dante/ml/models/wav2vec2-1b-npsc-nst-bokmaal/run_speech_recognition_ctc.py'} 2022-06-22 13:56:28,970 INFO MainThread:383050 [wandb_init.py:_log_setup():437] Logging user logs to /mnt/lv_ai_1_dante/ml/models/wav2vec2-1b-npsc-nst-bokmaal/wandb/run-20220622_135628-3qxrqni1/logs/debug.log 2022-06-22 13:56:28,970 INFO MainThread:383050 [wandb_init.py:_log_setup():438] Logging internal logs to /mnt/lv_ai_1_dante/ml/models/wav2vec2-1b-npsc-nst-bokmaal/wandb/run-20220622_135628-3qxrqni1/logs/debug-internal.log 2022-06-22 13:56:28,971 INFO MainThread:383050 [wandb_init.py:init():471] calling init triggers 2022-06-22 13:56:28,971 INFO MainThread:383050 [wandb_init.py:init():474] wandb.init called with sweep_config: {} config: {} 2022-06-22 13:56:28,971 INFO MainThread:383050 [wandb_init.py:init():524] starting backend 2022-06-22 13:56:28,971 INFO MainThread:383050 [backend.py:_multiprocessing_setup():97] multiprocessing start_methods=fork,spawn,forkserver, using: spawn 2022-06-22 13:56:29,122 INFO MainThread:383050 [backend.py:ensure_launched():217] starting backend process... 2022-06-22 13:56:29,269 INFO MainThread:383050 [backend.py:ensure_launched():222] started backend process with pid: 384207 2022-06-22 13:56:29,271 INFO MainThread:383050 [wandb_init.py:init():533] backend started and connected 2022-06-22 13:56:29,279 INFO MainThread:383050 [wandb_init.py:init():597] updated telemetry 2022-06-22 13:56:29,633 INFO MainThread:383050 [wandb_init.py:init():628] communicating run to backend with 30 second timeout 2022-06-22 13:56:30,173 INFO MainThread:383050 [wandb_run.py:_on_init():1923] communicating current version 2022-06-22 13:56:30,307 INFO MainThread:383050 [wandb_run.py:_on_init():1927] got version response upgrade_message: "wandb version 0.12.18 is available! To upgrade, please run:\n $ pip install wandb --upgrade" 2022-06-22 13:56:30,308 INFO MainThread:383050 [wandb_init.py:init():659] starting run threads in backend 2022-06-22 13:56:30,371 INFO MainThread:383050 [wandb_run.py:_console_start():1897] atexit reg 2022-06-22 13:56:30,372 INFO MainThread:383050 [wandb_run.py:_redirect():1770] redirect: SettingsConsole.REDIRECT 2022-06-22 13:56:30,372 INFO MainThread:383050 [wandb_run.py:_redirect():1775] Redirecting console. 2022-06-22 13:56:30,375 INFO MainThread:383050 [wandb_run.py:_redirect():1831] Redirects installed. 2022-06-22 13:56:30,375 INFO MainThread:383050 [wandb_init.py:init():684] run started, returning control to user process 2022-06-22 13:56:30,397 INFO MainThread:383050 [wandb_run.py:_config_callback():1131] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', '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, 'typical_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, 'exponential_decay_length_penalty': None, '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': 31, '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-xls-r-1b', 'transformers_version': '4.18.0', 'feat_extract_dropout': 0.0, 'model_type': 'wav2vec2', 'num_feat_extract_layers': 7, 'hidden_size': 1280, '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': 48, 'intermediate_size': 5120, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.047, 'attention_dropout': 0.094, 'activation_dropout': 0.055, 'feat_proj_dropout': 0.04, 'final_dropout': 0.0, 'layerdrop': 0.041, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 34, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': True, 'mask_time_prob': 0.082, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.25, 'mask_feature_length': 64, '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': 1024, 'proj_codevector_dim': 1024, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'mean', 'ctc_zero_infinity': True, 'add_adapter': False, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 1280, '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, 'output_dir': './', 'overwrite_output_dir': False, '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', 'eval_delay': 0, 'learning_rate': 2e-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': 40.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 2000, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Jun22_13-51-42_dante', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 100, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 3, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'data_seed': 'None', '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': 'NbAiLab/wav2vec2-1b-npsc-nst-bokmaal', 'hub_strategy': 'every_save', 'hub_token': '', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '', '_n_gpu': 1, 'mp_parameters': '', 'train_batch_size': 12, 'eval_batch_size': 12} 2022-06-22 13:56:30,401 INFO MainThread:383050 [wandb_watch.py:watch():47] Watching 2022-07-14 18:44:11,351 INFO MainThread:383050 [wandb_run.py:_atexit_cleanup():1866] got exitcode: 1 2022-07-14 18:44:11,354 INFO MainThread:383050 [wandb_run.py:_restore():1838] restore 2022-07-14 18:44:13,690 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 1 } pusher_stats { uploaded_bytes: 2142 total_bytes: 2142 } 2022-07-14 18:44:13,842 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 1 } pusher_stats { uploaded_bytes: 2142 total_bytes: 2142 } 2022-07-14 18:44:15,980 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 1 } pusher_stats { uploaded_bytes: 2142 total_bytes: 2142 } 2022-07-14 18:44:16,636 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 2142 total_bytes: 263999425 } 2022-07-14 18:44:16,738 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 2142 total_bytes: 263999425 } 2022-07-14 18:44:16,840 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 2142 total_bytes: 263999425 } 2022-07-14 18:44:16,943 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 2142 total_bytes: 263999425 } 2022-07-14 18:44:17,045 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 650624 total_bytes: 263999425 } 2022-07-14 18:44:17,147 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 7445539 total_bytes: 263999425 } 2022-07-14 18:44:17,250 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 20053027 total_bytes: 263999425 } 2022-07-14 18:44:17,352 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 32455715 total_bytes: 263999425 } 2022-07-14 18:44:17,454 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 45677603 total_bytes: 263999425 } 2022-07-14 18:44:17,556 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 58031139 total_bytes: 263999425 } 2022-07-14 18:44:17,659 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 70458403 total_bytes: 263999425 } 2022-07-14 18:44:17,761 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 83958819 total_bytes: 263999425 } 2022-07-14 18:44:17,863 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 96541731 total_bytes: 263999425 } 2022-07-14 18:44:17,966 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 109780003 total_bytes: 263999425 } 2022-07-14 18:44:18,068 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 120634403 total_bytes: 263999425 } 2022-07-14 18:44:18,170 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 134929443 total_bytes: 263999425 } 2022-07-14 18:44:18,273 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 146119715 total_bytes: 263999425 } 2022-07-14 18:44:18,375 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 156965923 total_bytes: 263999425 } 2022-07-14 18:44:18,477 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 170646563 total_bytes: 263999425 } 2022-07-14 18:44:18,579 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 183606307 total_bytes: 263999425 } 2022-07-14 18:44:18,681 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 193616931 total_bytes: 263999425 } 2022-07-14 18:44:18,784 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 206806051 total_bytes: 263999425 } 2022-07-14 18:44:18,886 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 220978211 total_bytes: 263999425 } 2022-07-14 18:44:18,988 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 230079523 total_bytes: 263999425 } 2022-07-14 18:44:19,091 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 244014115 total_bytes: 263999425 } 2022-07-14 18:44:19,193 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 256588835 total_bytes: 263999425 } 2022-07-14 18:44:19,295 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:19,397 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:19,500 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:19,602 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:19,704 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:19,806 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:19,908 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:20,011 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:21,404 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } 2022-07-14 18:44:21,954 INFO MainThread:383050 [wandb_run.py:_on_finish():1995] got exit ret: done: true exit_result { } file_counts { wandb_count: 5 } pusher_stats { uploaded_bytes: 263999425 total_bytes: 263999425 } local_info { } 2022-07-14 18:44:23,144 INFO MainThread:383050 [wandb_run.py:_footer_history_summary_info():3102] rendering history 2022-07-14 18:44:23,183 INFO MainThread:383050 [wandb_run.py:_footer_history_summary_info():3134] rendering summary 2022-07-14 18:44:23,190 INFO MainThread:383050 [wandb_run.py:_footer_sync_info():3057] logging synced files