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2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_setup.py:_flush():76] Current SDK version is 0.15.12
2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_setup.py:_flush():76] Configure stats pid to 47
2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': '<python with no main file>'}
2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
2023-11-10 22:40:49,853 INFO MainThread:47 [wandb_init.py:_log_setup():528] Logging user logs to /kaggle/working/wandb/run-20231110_224049-9wysfhha/logs/debug.log
2023-11-10 22:40:49,854 INFO MainThread:47 [wandb_init.py:_log_setup():529] Logging internal logs to /kaggle/working/wandb/run-20231110_224049-9wysfhha/logs/debug-internal.log
2023-11-10 22:40:49,854 INFO MainThread:47 [wandb_init.py:_jupyter_setup():474] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7f57c8117820>
2023-11-10 22:40:49,854 INFO MainThread:47 [wandb_init.py:init():568] calling init triggers
2023-11-10 22:40:49,854 INFO MainThread:47 [wandb_init.py:init():575] wandb.init called with sweep_config: {}
config: {}
2023-11-10 22:40:49,854 INFO MainThread:47 [wandb_init.py:init():618] starting backend
2023-11-10 22:40:49,854 INFO MainThread:47 [wandb_init.py:init():622] setting up manager
2023-11-10 22:40:49,856 INFO MainThread:47 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
2023-11-10 22:40:49,858 INFO MainThread:47 [wandb_init.py:init():628] backend started and connected
2023-11-10 22:40:49,870 INFO MainThread:47 [wandb_run.py:_label_probe_notebook():1276] probe notebook
2023-11-10 22:40:50,422 INFO MainThread:47 [wandb_init.py:init():720] updated telemetry
2023-11-10 22:40:50,425 INFO MainThread:47 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
2023-11-10 22:40:50,784 INFO MainThread:47 [wandb_run.py:_on_init():2220] communicating current version
2023-11-10 22:40:50,837 INFO MainThread:47 [wandb_run.py:_on_init():2229] got version response upgrade_message: "wandb version 0.16.0 is available! To upgrade, please run:\n $ pip install wandb --upgrade"
2023-11-10 22:40:50,837 INFO MainThread:47 [wandb_init.py:init():804] starting run threads in backend
2023-11-10 22:41:20,865 INFO MainThread:47 [wandb_run.py:_console_start():2199] atexit reg
2023-11-10 22:41:20,865 INFO MainThread:47 [wandb_run.py:_redirect():2054] redirect: wrap_raw
2023-11-10 22:41:20,865 INFO MainThread:47 [wandb_run.py:_redirect():2119] Wrapping output streams.
2023-11-10 22:41:20,866 INFO MainThread:47 [wandb_run.py:_redirect():2144] Redirects installed.
2023-11-10 22:41:20,867 INFO MainThread:47 [wandb_init.py:init():845] run started, returning control to user process
2023-11-10 22:41:20,873 INFO MainThread:47 [wandb_run.py:_config_callback():1324] config_cb None None {'use_timm_backbone': True, 'backbone_config': None, 'num_channels': 3, 'num_queries': 100, 'd_model': 256, 'encoder_ffn_dim': 2048, 'encoder_layers': 6, 'encoder_attention_heads': 8, 'decoder_ffn_dim': 2048, 'decoder_layers': 6, 'decoder_attention_heads': 8, 'dropout': 0.1, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'activation_function': 'relu', 'init_std': 0.02, 'init_xavier_std': 1.0, 'encoder_layerdrop': 0.0, 'decoder_layerdrop': 0.0, 'num_hidden_layers': 6, 'auxiliary_loss': False, 'position_embedding_type': 'sine', 'backbone': 'resnet50', 'use_pretrained_backbone': True, 'dilation': False, 'class_cost': 1, 'bbox_cost': 5, 'giou_cost': 2, 'mask_loss_coefficient': 1, 'dice_loss_coefficient': 1, 'bbox_loss_coefficient': 5, 'giou_loss_coefficient': 2, 'eos_coefficient': 0.1, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': True, '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, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['DetrForObjectDetection'], 'finetuning_task': None, 'id2label': {1: 'Pedestrian', 2: 'Cyclist', 3: 'Car', 4: 'Truck', 5: 'Tram ', 6: 'Tricycle'}, 'label2id': {'Pedestrian': 1, 'Cyclist': 2, 'Car': 3, 'Truck': 4, 'Tram ': 5, 'Tricycle': 6}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/detr-resnet-50', 'transformers_version': '4.35.0', 'classifier_dropout': 0.0, 'max_position_embeddings': 1024, 'model_type': 'detr', 'scale_embedding': False, 'output_dir': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 16, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 1e-05, 'weight_decay': 0.0001, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 10, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Nov10_22-40-25_e2fb4fea6b2a', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 200, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 300, 'save_total_limit': 2, 'save_safetensors': True, 'save_on_each_node': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 300, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/kaggle/working/', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': 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>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'neftune_noise_alpha': None}
2023-11-10 22:59:06,919 INFO MainThread:47 [jupyter.py:save_ipynb():373] not saving jupyter notebook
2023-11-10 22:59:06,919 INFO MainThread:47 [wandb_init.py:_pause_backend():438] pausing backend
2023-11-10 22:59:12,247 INFO MainThread:47 [wandb_init.py:_resume_backend():443] resuming backend
2023-11-10 22:59:12,297 INFO MainThread:47 [jupyter.py:save_ipynb():373] not saving jupyter notebook
2023-11-10 22:59:12,297 INFO MainThread:47 [wandb_init.py:_pause_backend():438] pausing backend
2023-11-10 22:59:22,558 INFO MainThread:47 [wandb_init.py:_resume_backend():443] resuming backend
2023-11-10 23:04:17,099 INFO MainThread:47 [jupyter.py:save_ipynb():373] not saving jupyter notebook
2023-11-10 23:04:17,099 INFO MainThread:47 [wandb_init.py:_pause_backend():438] pausing backend
2023-11-10 23:04:21,351 INFO MainThread:47 [wandb_init.py:_resume_backend():443] resuming backend
2023-11-10 23:04:21,367 INFO MainThread:47 [jupyter.py:save_ipynb():373] not saving jupyter notebook
2023-11-10 23:04:21,367 INFO MainThread:47 [wandb_init.py:_pause_backend():438] pausing backend
2023-11-10 23:04:48,082 INFO MainThread:47 [wandb_init.py:_resume_backend():443] resuming backend
2023-11-10 23:04:48,992 INFO MainThread:47 [wandb_run.py:_config_callback():1324] config_cb None None {'use_timm_backbone': True, 'backbone_config': None, 'num_channels': 3, 'num_queries': 100, 'd_model': 256, 'encoder_ffn_dim': 2048, 'encoder_layers': 6, 'encoder_attention_heads': 8, 'decoder_ffn_dim': 2048, 'decoder_layers': 6, 'decoder_attention_heads': 8, 'dropout': 0.1, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'activation_function': 'relu', 'init_std': 0.02, 'init_xavier_std': 1.0, 'encoder_layerdrop': 0.0, 'decoder_layerdrop': 0.0, 'num_hidden_layers': 6, 'auxiliary_loss': False, 'position_embedding_type': 'sine', 'backbone': 'resnet50', 'use_pretrained_backbone': True, 'dilation': False, 'class_cost': 1, 'bbox_cost': 5, 'giou_cost': 2, 'mask_loss_coefficient': 1, 'dice_loss_coefficient': 1, 'bbox_loss_coefficient': 5, 'giou_loss_coefficient': 2, 'eos_coefficient': 0.1, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': True, '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, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['DetrForObjectDetection'], 'finetuning_task': None, 'id2label': {1: 'Pedestrian', 2: 'Cyclist', 3: 'Car', 4: 'Truck', 5: 'Tram ', 6: 'Tricycle'}, 'label2id': {'Pedestrian': 1, 'Cyclist': 2, 'Car': 3, 'Truck': 4, 'Tram ': 5, 'Tricycle': 6}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': None, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/detr-resnet-50', 'transformers_version': '4.35.0', 'classifier_dropout': 0.0, 'max_position_embeddings': 1024, 'model_type': 'detr', 'scale_embedding': False, 'output_dir': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 16, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 1e-05, 'weight_decay': 0.0001, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 10, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Nov10_22-40-25_e2fb4fea6b2a', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 200, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 300, 'save_total_limit': 2, 'save_safetensors': True, 'save_on_each_node': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 300, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/kaggle/working/', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': 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>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'neftune_noise_alpha': None}