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+2024-11-27 18:49:18,647 INFO    MainThread:2090 [wandb_run.py:_config_callback():1387] 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, 'backbone_kwargs': {'output_stride': 16, 'out_indices': [1, 2, 3, 4], 'in_chans': 3}, 'dilation': True, '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, 'chunk_size_feed_forward': 0, '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, '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, 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'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': 10, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '.', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': 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': ['wandb'], '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, '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, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': 'steps', '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': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': True, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False}
+2024-11-27 18:49:18,653 INFO    MainThread:2090 [wandb_config.py:__setitem__():154] config set model/num_parameters = 41501895 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7f507463aad0>>
+2024-11-27 18:49:18,653 INFO    MainThread:2090 [wandb_run.py:_config_callback():1387] config_cb model/num_parameters 41501895 None

wandb/run-20241127_184106-b3av6kjn/files/config.yaml

@@ -0,0 +1,653 @@
+_attn_implementation_autoset:
+    value: false
+_name_or_path:
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+_wandb:
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+                - 3
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+              "6":
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+            - "1": eval/map_75
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+            - "1": train/epoch
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+              "6":
+                - 1
+                - 3
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+              "5": 2
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+            - "1": eval/loss
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+              "6":
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+            - "1": train/learning_rate
+              "5": 2
+              "6":
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+        python_version: 3.10.14
+        t:
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+            "8":
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+                - 2
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+            "9":
+                "1": transformers_trainer
+            "12": 0.18.7
+            "13": linux-x86_64
+accelerator_config:
+    value:
+        dispatch_batches: null
+        even_batches: true
+        gradient_accumulation_kwargs: null
+        non_blocking: false
+        split_batches: false
+        use_seedable_sampler: true
+activation_dropout:
+    value: 0
+activation_function:
+    value: relu
+adafactor:
+    value: false
+adam_beta1:
+    value: 0.9
+adam_beta2:
+    value: 0.999
+adam_epsilon:
+    value: 1e-08
+add_cross_attention:
+    value: false
+architectures:
+    value:
+        - DetrForObjectDetection
+attention_dropout:
+    value: 0
+auto_find_batch_size:
+    value: false
+auxiliary_loss:
+    value: false
+average_tokens_across_devices:
+    value: false
+backbone:
+    value: resnet50
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+    value: null
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+    value:
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+        out_indices:
+            - 1
+            - 2
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+        output_stride: 16
+bad_words_ids:
+    value: null
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+    value: null
+ddp_timeout:
+    value: 1800
+debug:
+    value: []
+decoder_attention_heads:
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+decoder_ffn_dim:
+    value: 2048
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+    value: 0
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+    value: 6
+decoder_start_token_id:
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+    value: 1
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+    value: true
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+    value: false
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+    value: null
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+    value: 0
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+    value: true
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+    value: false
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+    value: false
+dropout:
+    value: 0.1
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+    value: false
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+    value: 8
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+    value: 2048
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+    value: 0
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+    value: 6
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+    value: null
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+    value: 0
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+    value: true
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+    value: false
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+    value: 10
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+    value: steps
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+    value: false
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+    value: steps
+exponential_decay_length_penalty:
+    value: null
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+    value: null
+forced_bos_token_id:
+    value: null
+forced_eos_token_id:
+    value: null
+fp16:
+    value: true
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+    value: auto
+fp16_full_eval:
+    value: false
+fp16_opt_level:
+    value: O1
+fsdp:
+    value: []
+fsdp_config:
+    value:
+        min_num_params: 0
+        xla: false
+        xla_fsdp_grad_ckpt: false
+        xla_fsdp_v2: false
+fsdp_min_num_params:
+    value: 0
+fsdp_transformer_layer_cls_to_wrap:
+    value: null
+full_determinism:
+    value: false
+giou_cost:
+    value: 2
+giou_loss_coefficient:
+    value: 2
+gradient_accumulation_steps:
+    value: 1
+gradient_checkpointing:
+    value: false
+gradient_checkpointing_kwargs:
+    value: null
+greater_is_better:
+    value: null
+group_by_length:
+    value: false
+half_precision_backend:
+    value: auto
+hub_always_push:
+    value: false
+hub_model_id:
+    value: null
+hub_private_repo:
+    value: false
+hub_strategy:
+    value: every_save
+hub_token:
+    value: <HUB_TOKEN>
+id2label:
+    value:
+        "0": object
+        "1": balloon
+ignore_data_skip:
+    value: false
+include_for_metrics:
+    value: []
+include_inputs_for_metrics:
+    value: false
+include_num_input_tokens_seen:
+    value: false
+include_tokens_per_second:
+    value: false
+init_std:
+    value: 0.02
+init_xavier_std:
+    value: 1
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+    value: false
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+    value: true
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+    value: null
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+    value: 0
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+    value:
+        balloon: 1
+        object: 0
+learning_rate:
+    value: 5e-05
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+    value: length
+length_penalty:
+    value: 1
+load_best_model_at_end:
+    value: false
+local_rank:
+    value: 0
+log_level:
+    value: passive
+log_level_replica:
+    value: warning
+log_on_each_node:
+    value: true
+logging_dir:
+    value: ./runs/Nov27_18-46-25_f5b68522d064
+logging_first_step:
+    value: false
+logging_nan_inf_filter:
+    value: true
+logging_steps:
+    value: 5
+logging_strategy:
+    value: steps
+lr_scheduler_type:
+    value: linear
+mask_loss_coefficient:
+    value: 1
+max_grad_norm:
+    value: 1
+max_length:
+    value: 20
+max_position_embeddings:
+    value: 1024
+max_steps:
+    value: 250
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+    value: null
+min_length:
+    value: 0
+model/num_parameters:
+    value: 41501895
+model_type:
+    value: detr
+mp_parameters:
+    value: ""
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+    value: null
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+    value: false
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+    value: 0
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+    value: 1
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+    value: 3
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+    value: 10
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+    value: 6
+num_queries:
+    value: 100
+num_return_sequences:
+    value: 1
+num_train_epochs:
+    value: 3
+optim:
+    value: adamw_torch
+optim_args:
+    value: null
+optim_target_modules:
+    value: null
+output_attentions:
+    value: false
+output_dir:
+    value: .
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+    value: false
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+    value: false
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+    value: false
+pad_token_id:
+    value: null
+past_index:
+    value: -1
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+    value: 4
+per_device_train_batch_size:
+    value: 4
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+    value: null
+per_gpu_train_batch_size:
+    value: null
+position_embedding_type:
+    value: sine
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+    value: false
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+    value: null
+problem_type:
+    value: null
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+    value: true
+push_to_hub_model_id:
+    value: null
+push_to_hub_organization:
+    value: null
+push_to_hub_token:
+    value: <PUSH_TO_HUB_TOKEN>
+ray_scope:
+    value: last
+remove_invalid_values:
+    value: false
+remove_unused_columns:
+    value: false
+repetition_penalty:
+    value: 1
+report_to:
+    value:
+        - wandb
+restore_callback_states_from_checkpoint:
+    value: false
+resume_from_checkpoint:
+    value: null
+return_dict:
+    value: true
+return_dict_in_generate:
+    value: false
+run_name:
+    value: .
+save_on_each_node:
+    value: false
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+    value: false
+save_safetensors:
+    value: true
+save_steps:
+    value: 10
+save_strategy:
+    value: steps
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+    value: 2
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+    value: false
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+    value: 42
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+    value: null
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+    value: true
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+    value: null
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+    value: null
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+    value: null
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+    value: 1
+tf_legacy_loss:
+    value: false
+tf32:
+    value: null
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+    value: false
+tie_word_embeddings:
+    value: true
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+    value: null
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+    value: 50
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+    value: 1
+torch_compile:
+    value: false
+torch_compile_backend:
+    value: null
+torch_compile_mode:
+    value: null
+torch_dtype:
+    value: float32
+torch_empty_cache_steps:
+    value: null
+torchdynamo:
+    value: null
+torchscript:
+    value: false
+tpu_metrics_debug:
+    value: false
+tpu_num_cores:
+    value: null
+transformers_version:
+    value: 4.46.3
+typical_p:
+    value: 1
+use_bfloat16:
+    value: false
+use_cpu:
+    value: false
+use_ipex:
+    value: false
+use_legacy_prediction_loop:
+    value: false
+use_liger_kernel:
+    value: false
+use_mps_device:
+    value: false
+use_pretrained_backbone:
+    value: true
+use_timm_backbone:
+    value: true
+warmup_ratio:
+    value: 0
+warmup_steps:
+    value: 0
+weight_decay:
+    value: 0.0001

wandb/run-20241127_184106-b3av6kjn/files/output.log

@@ -6,3 +6,10 @@
   self.scaler = torch.cuda.amp.GradScaler(**kwargs)
 max_steps is given, it will override any value given in num_train_epochs
 wandb: WARNING The `run_name` is currently set to the same value as `TrainingArguments.output_dir`. If this was not intended, please specify a different run name by setting the `TrainingArguments.run_name` parameter.
+/opt/conda/lib/python3.10/site-packages/transformers/training_args.py:1568: FutureWarning: `evaluation_strategy` is deprecated and will be removed in version 4.46 of 🤗 Transformers. Use `eval_strategy` instead
+  warnings.warn(
+/tmp/ipykernel_1986/2368586458.py:28: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
+  trainer = Trainer(
+/opt/conda/lib/python3.10/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+max_steps is given, it will override any value given in num_train_epochs

wandb/run-20241127_184106-b3av6kjn/files/wandb-summary.json

@@ -0,0 +1 @@
+{"eval/loss":1.0323222875595093,"eval/runtime":3.2533,"eval/map":0.1805,"_runtime":306.314061416,"_timestamp":1.7327331735901072e+09,"train/loss":0.9611,"eval/map_large":0.28,"train/global_step":160,"train/grad_norm":29.917068481445312,"_wandb":{"runtime":315},"_step":47,"eval/map_medium":0.1997,"train/learning_rate":3.9200000000000004e-05,"eval/mar_10":0.3412,"eval/mar_small":0,"eval/samples_per_second":3.689,"eval/map_50":0.2457,"eval/mar_medium":0.6316,"eval/map_75":0.2118,"eval/map_small":0,"eval/mar_100":0.6618,"eval/mar_large":0.8077,"eval/mar_1":0.0971,"train/epoch":12.307692307692308,"eval/steps_per_second":0.922}

wandb/run-20241127_184106-b3av6kjn/logs/debug-core.log

@@ -5,3 +5,10 @@
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 {"time":"2024-11-27T18:41:07.005615036Z","level":"INFO","msg":"handleInformInit: received","streamId":"b3av6kjn","id":"127.0.0.1:42940"}
 {"time":"2024-11-27T18:41:07.108964635Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"b3av6kjn","id":"127.0.0.1:42940"}
+{"time":"2024-11-27T18:46:59.940406578Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"127.0.0.1:42940"}
+{"time":"2024-11-27T18:46:59.94059889Z","level":"INFO","msg":"connection: Close: initiating connection closure","id":"127.0.0.1:42940"}
+{"time":"2024-11-27T18:46:59.941846038Z","level":"INFO","msg":"connection: Close: connection successfully closed","id":"127.0.0.1:42940"}
+{"time":"2024-11-27T18:46:59.940634315Z","level":"INFO","msg":"server is shutting down"}
+{"time":"2024-11-27T18:47:00.514632054Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"127.0.0.1:42940"}
+{"time":"2024-11-27T18:47:00.514671793Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"127.0.0.1:42940"}
+{"time":"2024-11-27T18:47:00.514696726Z","level":"INFO","msg":"server is closed"}

wandb/run-20241127_184106-b3av6kjn/logs/debug-internal.log

@@ -15,3 +15,20 @@
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 {"time":"2024-11-27T18:41:10.864229971Z","level":"INFO","msg":"Resuming system monitor"}
 {"time":"2024-11-27T18:46:20.059842369Z","level":"INFO","msg":"Pausing system monitor"}
+{"time":"2024-11-27T18:46:25.045944442Z","level":"INFO","msg":"Resuming system monitor"}
+{"time":"2024-11-27T18:46:25.048772709Z","level":"INFO","msg":"Pausing system monitor"}
+{"time":"2024-11-27T18:46:25.369840673Z","level":"INFO","msg":"Resuming system monitor"}
+{"time":"2024-11-27T18:46:25.551999838Z","level":"INFO","msg":"Pausing system monitor"}
+{"time":"2024-11-27T18:46:25.956088136Z","level":"INFO","msg":"Resuming system monitor"}
+{"time":"2024-11-27T18:46:28.327308539Z","level":"INFO","msg":"Pausing system monitor"}
+{"time":"2024-11-27T18:46:59.940516874Z","level":"INFO","msg":"stream: closing","id":"b3av6kjn"}
+{"time":"2024-11-27T18:46:59.940566248Z","level":"INFO","msg":"Stopping system monitor"}
+{"time":"2024-11-27T18:46:59.941409519Z","level":"INFO","msg":"Stopped system monitor"}
+{"time":"2024-11-27T18:47:00.163412552Z","level":"WARN","msg":"No job ingredients found, not creating job artifact"}
+{"time":"2024-11-27T18:47:00.163440799Z","level":"WARN","msg":"No source type found, not creating job artifact"}
+{"time":"2024-11-27T18:47:00.163450516Z","level":"INFO","msg":"sender: sendDefer: no job artifact to save"}
+{"time":"2024-11-27T18:47:00.404989002Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
+{"time":"2024-11-27T18:47:00.51432732Z","level":"INFO","msg":"handler: closed","stream_id":"b3av6kjn"}
+{"time":"2024-11-27T18:47:00.514390088Z","level":"INFO","msg":"sender: closed","stream_id":"b3av6kjn"}
+{"time":"2024-11-27T18:47:00.514385813Z","level":"INFO","msg":"writer: Close: closed","stream_id":"b3av6kjn"}
+{"time":"2024-11-27T18:47:00.514498408Z","level":"INFO","msg":"stream: closed","id":"b3av6kjn"}

wandb/run-20241127_184106-b3av6kjn/logs/debug.log

@@ -42,3 +42,16 @@ config: {'batch_size': 4, 'learning_rate': 0.0003, 'num_epochs': 10}
 2024-11-27 18:41:11,258 INFO    MainThread:1986 [wandb_run.py:_config_callback():1387] config_cb model/num_parameters 41501895 None
 2024-11-27 18:46:20,059 INFO    MainThread:1986 [jupyter.py:save_ipynb():387] not saving jupyter notebook
 2024-11-27 18:46:20,059 INFO    MainThread:1986 [wandb_init.py:_pause_backend():444] pausing backend
+2024-11-27 18:46:25,045 INFO    MainThread:1986 [wandb_init.py:_resume_backend():449] resuming backend
+2024-11-27 18:46:25,048 INFO    MainThread:1986 [jupyter.py:save_ipynb():387] not saving jupyter notebook
+2024-11-27 18:46:25,048 INFO    MainThread:1986 [wandb_init.py:_pause_backend():444] pausing backend
+2024-11-27 18:46:25,369 INFO    MainThread:1986 [wandb_init.py:_resume_backend():449] resuming backend
+2024-11-27 18:46:25,551 INFO    MainThread:1986 [jupyter.py:save_ipynb():387] not saving jupyter notebook
+2024-11-27 18:46:25,551 INFO    MainThread:1986 [wandb_init.py:_pause_backend():444] pausing backend
+2024-11-27 18:46:25,955 INFO    MainThread:1986 [wandb_init.py:_resume_backend():449] resuming backend
+2024-11-27 18:46:26,472 INFO    MainThread:1986 [wandb_run.py:_config_callback():1387] 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, 'backbone_kwargs': {'output_stride': 16, 'out_indices': [1, 2, 3, 4], 'in_chans': 3}, 'dilation': True, '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': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, '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, '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': {0: 'object', 1: 'balloon'}, 'label2id': {'object': 0, 'balloon': 1}, '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-dc5', '_attn_implementation_autoset': False, 'transformers_version': '4.46.3', 'classifier_dropout': 0.0, 'max_position_embeddings': 1024, 'model_type': 'detr', 'scale_embedding': False, 'output_dir': '.', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 4, 'per_device_eval_batch_size': 4, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 5e-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': 3.0, 'max_steps': 250, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './runs/Nov27_18-46-25_f5b68522d064', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 5, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 10, 'save_total_limit': 2, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': 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': 10, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '.', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': 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': ['wandb'], '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, '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, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': 'steps', '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': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': True, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False}
+2024-11-27 18:46:26,477 INFO    MainThread:1986 [wandb_config.py:__setitem__():154] config set model/num_parameters = 41501895 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7caab878e680>>
+2024-11-27 18:46:26,478 INFO    MainThread:1986 [wandb_run.py:_config_callback():1387] config_cb model/num_parameters 41501895 None
+2024-11-27 18:46:28,326 INFO    MainThread:1986 [jupyter.py:save_ipynb():387] not saving jupyter notebook
+2024-11-27 18:46:28,326 INFO    MainThread:1986 [wandb_init.py:_pause_backend():444] pausing backend
+2024-11-27 18:46:59,941 WARNING MsgRouterThr:1986 [router.py:message_loop():75] message_loop has been closed

wandb/run-20241127_184914-lig8s4o3/files/output.log

@@ -0,0 +1,8 @@
+/opt/conda/lib/python3.10/site-packages/transformers/training_args.py:1568: FutureWarning: `evaluation_strategy` is deprecated and will be removed in version 4.46 of 🤗 Transformers. Use `eval_strategy` instead
+  warnings.warn(
+/tmp/ipykernel_2090/2368586458.py:28: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
+  trainer = Trainer(
+/opt/conda/lib/python3.10/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = torch.cuda.amp.GradScaler(**kwargs)
+max_steps is given, it will override any value given in num_train_epochs
+wandb: WARNING The `run_name` is currently set to the same value as `TrainingArguments.output_dir`. If this was not intended, please specify a different run name by setting the `TrainingArguments.run_name` parameter.

wandb/run-20241127_184914-lig8s4o3/files/requirements.txt

@@ -0,0 +1,791 @@
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+PySocks==1.7.1
+conda-content-trust==0+unknown
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wandb/run-20241127_184914-lig8s4o3/logs/debug-internal.log

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wandb/run-20241127_184914-lig8s4o3/logs/debug.log

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