| 2022-02-03 17:06:43,884 INFO MainThread:43340 [wandb_setup.py:_flush():75] Loading settings from /workspace/.config/wandb/settings | |
| 2022-02-03 17:06:43,884 INFO MainThread:43340 [wandb_setup.py:_flush():75] Loading settings from /workspace/xls-r-1b-cv_8-fr/wandb/settings | |
| 2022-02-03 17:06:43,884 INFO MainThread:43340 [wandb_setup.py:_flush():75] Loading settings from environment variables: {'project': 'xls-r-1b-cv_8-fr'} | |
| 2022-02-03 17:06:43,884 INFO MainThread:43340 [wandb_setup.py:_flush():75] Inferring run settings from compute environment: {'program_relpath': 'run_speech_recognition_ctc.py', 'program': 'run_speech_recognition_ctc.py'} | |
| 2022-02-03 17:06:43,885 INFO MainThread:43340 [wandb_init.py:_log_setup():386] Logging user logs to /workspace/xls-r-1b-cv_8-fr/wandb/run-20220203_170643-2fkfdtzb/logs/debug.log | |
| 2022-02-03 17:06:43,885 INFO MainThread:43340 [wandb_init.py:_log_setup():387] Logging internal logs to /workspace/xls-r-1b-cv_8-fr/wandb/run-20220203_170643-2fkfdtzb/logs/debug-internal.log | |
| 2022-02-03 17:06:43,885 INFO MainThread:43340 [wandb_init.py:init():420] calling init triggers | |
| 2022-02-03 17:06:43,885 INFO MainThread:43340 [wandb_init.py:init():425] wandb.init called with sweep_config: {} | |
| config: {} | |
| 2022-02-03 17:06:43,885 INFO MainThread:43340 [wandb_init.py:init():471] starting backend | |
| 2022-02-03 17:06:43,885 INFO MainThread:43340 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn | |
| 2022-02-03 17:06:44,104 INFO MainThread:43340 [backend.py:ensure_launched():219] starting backend process... | |
| 2022-02-03 17:06:44,307 INFO MainThread:43340 [backend.py:ensure_launched():224] started backend process with pid: 5297 | |
| 2022-02-03 17:06:44,311 INFO MainThread:43340 [wandb_init.py:init():480] backend started and connected | |
| 2022-02-03 17:06:44,320 INFO MainThread:43340 [wandb_init.py:init():550] updated telemetry | |
| 2022-02-03 17:06:44,748 INFO MainThread:43340 [wandb_init.py:init():581] communicating current version | |
| 2022-02-03 17:06:45,332 INFO MainThread:43340 [wandb_init.py:init():586] got version response | |
| 2022-02-03 17:06:45,333 INFO MainThread:43340 [wandb_init.py:init():596] communicating run to backend with 30 second timeout | |
| 2022-02-03 17:06:45,565 INFO MainThread:43340 [wandb_init.py:init():624] starting run threads in backend | |
| 2022-02-03 17:06:46,140 INFO MainThread:43340 [wandb_run.py:_console_start():1827] atexit reg | |
| 2022-02-03 17:06:46,141 INFO MainThread:43340 [wandb_run.py:_redirect():1701] redirect: SettingsConsole.REDIRECT | |
| 2022-02-03 17:06:46,142 INFO MainThread:43340 [wandb_run.py:_redirect():1706] Redirecting console. | |
| 2022-02-03 17:06:46,149 INFO MainThread:43340 [wandb_run.py:_redirect():1762] Redirects installed. | |
| 2022-02-03 17:06:46,149 INFO MainThread:43340 [wandb_init.py:init():651] run started, returning control to user process | |
| 2022-02-03 17:06:46,152 INFO MainThread:43340 [wandb_run.py:_config_callback():966] 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, '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': 45, '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': '4.17.0.dev0', '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': 0.0, 'attention_dropout': 0.0, 'activation_dropout': 0.1, 'feat_proj_dropout': 0.0, 'final_dropout': 0.0, 'layerdrop': 0.0, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 46, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': True, 'mask_time_prob': 0.75, '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': False, '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': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 16, 'per_device_eval_batch_size': 16, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 8, 'eval_accumulation_steps': 'None', 'learning_rate': 7.5e-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': 4.0, '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/Feb03_13-28-41_job-597becdf-05fc-498e-bdc5-d363b0af8ddd', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 100, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 1000, 'save_total_limit': 3, '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': 1000, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': './', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, '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': '', 'train_batch_size': 16, 'eval_batch_size': 16} | |
| 2022-02-03 17:06:46,160 INFO MainThread:43340 [wandb_watch.py:watch():43] Watching | |
| 2022-02-05 20:05:45,327 INFO MainThread:43340 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 0 | |
| 2022-02-05 20:05:45,332 INFO MainThread:43340 [wandb_run.py:_restore():1769] restore | |
| 2022-02-05 20:05:48,131 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 1 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 2037 | |
| total_bytes: 2037 | |
| } | |
| 2022-02-05 20:05:48,321 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 1 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 2037 | |
| total_bytes: 2037 | |
| } | |
| 2022-02-05 20:05:49,349 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 1 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 2037 | |
| total_bytes: 2037 | |
| } | |
| 2022-02-05 20:05:49,452 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 2037 | |
| total_bytes: 1833587 | |
| } | |
| 2022-02-05 20:05:49,555 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 2037 | |
| total_bytes: 1833587 | |
| } | |
| 2022-02-05 20:05:49,658 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 116725 | |
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| } | |
| 2022-02-05 20:05:49,762 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 1833587 | |
| total_bytes: 1833587 | |
| } | |
| 2022-02-05 20:05:49,864 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 1833587 | |
| total_bytes: 1833587 | |
| } | |
| 2022-02-05 20:05:49,967 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 1833587 | |
| total_bytes: 1833587 | |
| } | |
| 2022-02-05 20:05:50,071 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 1833587 | |
| total_bytes: 1833587 | |
| } | |
| 2022-02-05 20:05:50,175 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 1833587 | |
| total_bytes: 1833587 | |
| } | |
| 2022-02-05 20:05:50,278 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 1833587 | |
| total_bytes: 1833587 | |
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| 2022-02-05 20:05:50,381 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 1833587 | |
| total_bytes: 1833587 | |
| } | |
| 2022-02-05 20:05:51,534 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts { | |
| wandb_count: 5 | |
| } | |
| pusher_stats { | |
| uploaded_bytes: 1833587 | |
| total_bytes: 1833587 | |
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| 2022-02-05 20:05:51,943 INFO MainThread:43340 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true | |
| exit_result { | |
| } | |
| file_counts { | |
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| pusher_stats { | |
| uploaded_bytes: 1833587 | |
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| 2022-02-05 20:05:53,125 INFO MainThread:43340 [wandb_run.py:_append_history():2144] rendering history | |
| 2022-02-05 20:05:53,127 INFO MainThread:43340 [wandb_run.py:_append_summary():2102] rendering summary | |
| 2022-02-05 20:05:53,129 INFO MainThread:43340 [wandb_run.py:_append_files():2194] logging synced files | |