File size: 14,976 Bytes
2297478 4a6a658 |
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 |
2022-02-28 14:41:13,233 INFO MainThread:224433 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/.config/wandb/settings
2022-02-28 14:41:13,233 INFO MainThread:224433 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/settings
2022-02-28 14:41:13,233 INFO MainThread:224433 [wandb_setup.py:_flush():75] Loading settings from environment variables: {}
2022-02-28 14:41:13,233 INFO MainThread:224433 [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'}
2022-02-28 14:41:13,234 INFO MainThread:224433 [wandb_init.py:_log_setup():386] Logging user logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220228_144113-18osrjm3/logs/debug.log
2022-02-28 14:41:13,234 INFO MainThread:224433 [wandb_init.py:_log_setup():387] Logging internal logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220228_144113-18osrjm3/logs/debug-internal.log
2022-02-28 14:41:13,234 INFO MainThread:224433 [wandb_init.py:init():420] calling init triggers
2022-02-28 14:41:13,234 INFO MainThread:224433 [wandb_init.py:init():425] wandb.init called with sweep_config: {}
config: {}
2022-02-28 14:41:13,234 INFO MainThread:224433 [wandb_init.py:init():471] starting backend
2022-02-28 14:41:13,234 INFO MainThread:224433 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
2022-02-28 14:41:13,293 INFO MainThread:224433 [backend.py:ensure_launched():219] starting backend process...
2022-02-28 14:41:13,350 INFO MainThread:224433 [backend.py:ensure_launched():224] started backend process with pid: 224575
2022-02-28 14:41:13,352 INFO MainThread:224433 [wandb_init.py:init():480] backend started and connected
2022-02-28 14:41:13,363 INFO MainThread:224433 [wandb_init.py:init():550] updated telemetry
2022-02-28 14:41:13,498 INFO MainThread:224433 [wandb_init.py:init():581] communicating current version
2022-02-28 14:41:14,258 INFO MainThread:224433 [wandb_init.py:init():586] got version response
2022-02-28 14:41:14,258 INFO MainThread:224433 [wandb_init.py:init():596] communicating run to backend with 30 second timeout
2022-02-28 14:41:14,354 INFO MainThread:224433 [wandb_init.py:init():624] starting run threads in backend
2022-02-28 14:41:14,469 INFO MainThread:224433 [wandb_run.py:_console_start():1827] atexit reg
2022-02-28 14:41:14,469 INFO MainThread:224433 [wandb_run.py:_redirect():1701] redirect: SettingsConsole.REDIRECT
2022-02-28 14:41:14,470 INFO MainThread:224433 [wandb_run.py:_redirect():1706] Redirecting console.
2022-02-28 14:41:14,472 INFO MainThread:224433 [wandb_run.py:_redirect():1762] Redirects installed.
2022-02-28 14:41:14,472 INFO MainThread:224433 [wandb_init.py:init():651] run started, returning control to user process
2022-02-28 14:41:14,474 INFO MainThread:224433 [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': 8, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 8, 'eval_accumulation_steps': 'None', 'learning_rate': 1e-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/Feb28_14-40-31_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': 8, 'eval_batch_size': 8}
2022-02-28 14:41:14,477 INFO MainThread:224433 [wandb_watch.py:watch():43] Watching
2022-02-28 16:32:24,188 INFO MainThread:224433 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 1
2022-02-28 16:32:24,191 INFO MainThread:224433 [wandb_run.py:_restore():1769] restore
2022-02-28 16:32:26,392 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 1
}
pusher_stats {
uploaded_bytes: 2093
total_bytes: 2093
}
2022-02-28 16:32:26,512 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 1
}
pusher_stats {
uploaded_bytes: 2093
total_bytes: 2093
}
2022-02-28 16:32:26,665 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 1
}
pusher_stats {
uploaded_bytes: 2093
total_bytes: 2093
}
2022-02-28 16:32:27,493 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 1
}
pusher_stats {
uploaded_bytes: 2093
total_bytes: 2093
}
2022-02-28 16:32:27,717 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 2
}
pusher_stats {
uploaded_bytes: 2093
total_bytes: 972408
}
2022-02-28 16:32:27,819 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 5
}
pusher_stats {
uploaded_bytes: 2093
total_bytes: 2832309
}
2022-02-28 16:32:27,921 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 5
}
pusher_stats {
uploaded_bytes: 2832309
total_bytes: 2832309
}
2022-02-28 16:32:28,022 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 5
}
pusher_stats {
uploaded_bytes: 2832309
total_bytes: 2832309
}
2022-02-28 16:32:28,124 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 5
}
pusher_stats {
uploaded_bytes: 2832309
total_bytes: 2832309
}
2022-02-28 16:32:28,226 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 5
}
pusher_stats {
uploaded_bytes: 2832309
total_bytes: 2832309
}
2022-02-28 16:32:29,750 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
wandb_count: 5
}
pusher_stats {
uploaded_bytes: 2832309
total_bytes: 2832309
}
2022-02-28 16:32:29,922 INFO MainThread:224433 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true
exit_result {
}
file_counts {
wandb_count: 5
}
pusher_stats {
uploaded_bytes: 2832309
total_bytes: 2832309
}
local_info {
}
2022-02-28 16:32:31,095 INFO MainThread:224433 [wandb_run.py:_append_history():2144] rendering history
2022-02-28 16:32:31,096 INFO MainThread:224433 [wandb_run.py:_append_summary():2102] rendering summary
2022-02-28 16:32:31,097 INFO MainThread:224433 [wandb_run.py:_append_files():2194] logging synced files
|