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2026-05-06 07:35:38,520 INFO    MainThread:10092 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1
2026-05-06 07:35:38,520 INFO    MainThread:10092 [wandb_setup.py:_flush():81] Configure stats pid to 10092
2026-05-06 07:35:38,520 INFO    MainThread:10092 [wandb_setup.py:_flush():81] Loading settings from environment variables
2026-05-06 07:35:38,520 INFO    MainThread:10092 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /content/wandb/run-20260506_073538-3bm8fy2p/logs/debug.log
2026-05-06 07:35:38,520 INFO    MainThread:10092 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /content/wandb/run-20260506_073538-3bm8fy2p/logs/debug-internal.log
2026-05-06 07:35:38,520 INFO    MainThread:10092 [wandb_init.py:init():850] calling init triggers
2026-05-06 07:35:38,521 INFO    MainThread:10092 [wandb_init.py:init():855] wandb.init called with sweep_config: {}
config: {'_wandb': {}}
2026-05-06 07:35:38,521 INFO    MainThread:10092 [wandb_init.py:init():898] starting backend
2026-05-06 07:35:39,457 INFO    MainThread:10092 [wandb_init.py:init():913] sending inform_init request
2026-05-06 07:35:39,938 INFO    MainThread:10092 [wandb_init.py:init():918] backend started and connected
2026-05-06 07:35:39,944 INFO    MainThread:10092 [wandb_init.py:init():988] updated telemetry
2026-05-06 07:35:39,946 INFO    MainThread:10092 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout
2026-05-06 07:35:40,317 INFO    MainThread:10092 [wandb_init.py:init():1056] starting run threads in backend
2026-05-06 07:35:41,581 INFO    MainThread:10092 [wandb_run.py:_console_start():2554] atexit reg
2026-05-06 07:35:41,582 INFO    MainThread:10092 [wandb_run.py:_redirect():2403] redirect: wrap_raw
2026-05-06 07:35:41,583 INFO    MainThread:10092 [wandb_run.py:_redirect():2472] Wrapping output streams.
2026-05-06 07:35:41,584 INFO    MainThread:10092 [wandb_run.py:_redirect():2495] Redirects installed.
2026-05-06 07:35:41,611 INFO    MainThread:10092 [wandb_init.py:init():1094] run started, returning control to user process
2026-05-06 07:35:41,616 INFO    MainThread:10092 [wandb_run.py:_config_callback():1415] config_cb None None {'vocab_size': 28996, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'pad_token_id': 0, 'eos_token_id': None, 'bos_token_id': None, 'tie_word_embeddings': True, 'return_dict': True, 'output_hidden_states': False, 'dtype': 'float32', 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'architectures': ['DistilBertForMaskedLM'], 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7}, 'problem_type': None, '_name_or_path': 'distilbert-base-cased', 'transformers_version': '5.0.0', 'model_type': 'distilbert', 'output_past': True, 'tie_weights_': True, 'use_cache': False, 'output_attentions': False, 'output_dir': 'mlops-assignment2-model', 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 16, 'per_device_eval_batch_size': 8, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 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': 1, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': None, 'warmup_ratio': None, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './logs', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': None, 'enable_jit_checkpoint': False, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'use_cpu': False, 'seed': 42, 'data_seed': None, 'bf16': False, 'fp16': False, 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': -1, 'ddp_backend': None, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 10, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'run_name': None, '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, 'fsdp': [], 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'parallelism_config': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch_fused', 'optim_args': None, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'project': 'huggingface', 'trackio_space_id': 'trackio', 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': 'mlops-assignment2-distilbert', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'hub_revision': None, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'auto_find_batch_size': False, 'full_determinism': False, 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'include_num_input_tokens_seen': 'no', 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'liger_kernel_config': None, 'eval_use_gather_object': False, 'average_tokens_across_devices': True}
2026-05-06 07:35:41,628 INFO    MainThread:10092 [wandb_config.py:__setitem__():155] [no run ID] config set model/num_parameters = 65787656 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7ca03a023260>>
2026-05-06 07:35:41,628 INFO    MainThread:10092 [wandb_run.py:_config_callback():1415] config_cb model/num_parameters 65787656 None
2026-05-06 07:47:44,576 INFO    wandb-AsyncioManager-main:10092 [service_client.py:_forward_responses():134] Reached EOF.
2026-05-06 07:47:44,576 INFO    wandb-AsyncioManager-main:10092 [mailbox.py:close():155] Closing mailbox, abandoning 1 handles.