MalyO2/detr_finetune_aug_no_scheduler

README.md

@@ -0,0 +1,86 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: facebook/detr-resnet-50-dc5
+tags:
+- generated_from_trainer
+model-index:
+- name: facebook/detr-resnet-50-dc5
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# facebook/detr-resnet-50-dc5
+
+This model is a fine-tuned version of [facebook/detr-resnet-50-dc5](https://huggingface.co/facebook/detr-resnet-50-dc5) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7887
+- Map: 0.55
+- Map 50: 0.6825
+- Map 75: 0.5932
+- Map Small: 0.0
+- Map Medium: 0.5352
+- Map Large: 0.7531
+- Mar 1: 0.1882
+- Mar 10: 0.6735
+- Mar 100: 0.7588
+- Mar Small: 0.0
+- Mar Medium: 0.7158
+- Mar Large: 0.9385
+- Map Object: -1.0
+- Mar 100 Object: -1.0
+- Map Balloon: 0.55
+- Mar 100 Balloon: 0.7588
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 3e-05
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- training_steps: 125
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Map    | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1  | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Object | Mar 100 Object | Map Balloon | Mar 100 Balloon |
+|:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:----------:|:--------------:|:-----------:|:---------------:|
+| 2.1236        | 0.7692 | 10   | 1.3396          | 0.0768 | 0.1002 | 0.0897 | 0.0       | 0.0966     | 0.1387    | 0.0765 | 0.3735 | 0.5647  | 0.0       | 0.3789     | 0.9231    | -1.0       | -1.0           | 0.0768      | 0.5647          |
+| 1.5088        | 1.5385 | 20   | 1.2730          | 0.1472 | 0.1875 | 0.1691 | 0.0       | 0.1297     | 0.2723    | 0.1059 | 0.3647 | 0.6618  | 0.0       | 0.5684     | 0.9       | -1.0       | -1.0           | 0.1472      | 0.6618          |
+| 1.3182        | 2.3077 | 30   | 1.2273          | 0.1816 | 0.2322 | 0.1918 | 0.0       | 0.2368     | 0.3423    | 0.1088 | 0.3941 | 0.6647  | 0.0       | 0.6053     | 0.8538    | -1.0       | -1.0           | 0.1816      | 0.6647          |
+| 1.365         | 3.0769 | 40   | 1.0452          | 0.2476 | 0.3019 | 0.2823 | 0.0       | 0.3035     | 0.4146    | 0.1118 | 0.4882 | 0.7559  | 0.0       | 0.7158     | 0.9308    | -1.0       | -1.0           | 0.2476      | 0.7559          |
+| 1.2013        | 3.8462 | 50   | 0.9825          | 0.3006 | 0.3891 | 0.3233 | 0.0       | 0.3747     | 0.496     | 0.1324 | 0.5265 | 0.7324  | 0.0       | 0.6737     | 0.9308    | -1.0       | -1.0           | 0.3006      | 0.7324          |
+| 1.3605        | 4.6154 | 60   | 0.9307          | 0.3655 | 0.4809 | 0.4024 | 0.0       | 0.3706     | 0.5922    | 0.1324 | 0.5471 | 0.7294  | 0.0       | 0.6684     | 0.9308    | -1.0       | -1.0           | 0.3655      | 0.7294          |
+| 1.0117        | 5.3846 | 70   | 0.8867          | 0.3834 | 0.5044 | 0.4222 | 0.0       | 0.4086     | 0.5963    | 0.1294 | 0.5882 | 0.7324  | 0.0       | 0.6737     | 0.9308    | -1.0       | -1.0           | 0.3834      | 0.7324          |
+| 1.1224        | 6.1538 | 80   | 0.8413          | 0.478  | 0.6138 | 0.5427 | 0.0       | 0.472      | 0.7053    | 0.1676 | 0.6265 | 0.7529  | 0.0       | 0.7053     | 0.9385    | -1.0       | -1.0           | 0.478       | 0.7529          |
+| 1.0109        | 6.9231 | 90   | 0.8210          | 0.5281 | 0.6515 | 0.5817 | 0.0       | 0.5391     | 0.7497    | 0.1559 | 0.6441 | 0.7735  | 0.0       | 0.7316     | 0.9538    | -1.0       | -1.0           | 0.5281      | 0.7735          |
+| 1.0771        | 7.6923 | 100  | 0.8153          | 0.5506 | 0.6859 | 0.604  | 0.0       | 0.5638     | 0.7373    | 0.1794 | 0.6618 | 0.7676  | 0.0       | 0.7263     | 0.9462    | -1.0       | -1.0           | 0.5506      | 0.7676          |
+| 0.9122        | 8.4615 | 110  | 0.7948          | 0.5551 | 0.6839 | 0.6097 | 0.0       | 0.5603     | 0.7503    | 0.1853 | 0.6618 | 0.7824  | 0.0       | 0.7526     | 0.9462    | -1.0       | -1.0           | 0.5551      | 0.7824          |
+| 0.9918        | 9.2308 | 120  | 0.7887          | 0.55   | 0.6825 | 0.5932 | 0.0       | 0.5352     | 0.7531    | 0.1882 | 0.6735 | 0.7588  | 0.0       | 0.7158     | 0.9385    | -1.0       | -1.0           | 0.55        | 0.7588          |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.4.0
+- Datasets 3.1.0
+- Tokenizers 0.20.0

wandb/debug-internal.log

@@ -16,3 +16,5 @@
 {"time":"2024-11-27T18:03:24.750053009Z","level":"INFO","msg":"Resuming system monitor"}
 {"time":"2024-11-27T18:03:25.209999197Z","level":"INFO","msg":"Pausing system monitor"}
 {"time":"2024-11-27T18:03:29.733689435Z","level":"INFO","msg":"Resuming system monitor"}
+{"time":"2024-11-27T18:07:29.761758411Z","level":"INFO","msg":"Pausing system monitor"}
+{"time":"2024-11-27T18:07:47.561005995Z","level":"INFO","msg":"Resuming system monitor"}

wandb/debug.log

@@ -51,3 +51,6 @@ config: {'batch_size': 4, 'learning_rate': 0.0003, 'num_epochs': 10}
 2024-11-27 18:03:30,121 INFO    MainThread:1290 [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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'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 18:03:30,125 INFO    MainThread:1290 [wandb_config.py:__setitem__():154] config set model/num_parameters = 41501895 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7ea6083ff9a0>>
 2024-11-27 18:03:30,125 INFO    MainThread:1290 [wandb_run.py:_config_callback():1387] config_cb model/num_parameters 41501895 None
+2024-11-27 18:07:29,761 INFO    MainThread:1290 [jupyter.py:save_ipynb():387] not saving jupyter notebook
+2024-11-27 18:07:29,761 INFO    MainThread:1290 [wandb_init.py:_pause_backend():444] pausing backend
+2024-11-27 18:07:47,559 INFO    MainThread:1290 [wandb_init.py:_resume_backend():449] resuming backend

wandb/run-20241127_180245-wpdp0i8s/files/output.log

@@ -8,3 +8,7 @@
   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.
+The token has not been saved to the git credentials helper. Pass `add_to_git_credential=True` in this function directly or `--add-to-git-credential` if using via `huggingface-cli` if you want to set the git credential as well.
+Token is valid (permission: write).
+Your token has been saved to /root/.cache/huggingface/token
+Login successful

wandb/run-20241127_180245-wpdp0i8s/logs/debug-internal.log

@@ -16,3 +16,5 @@
 {"time":"2024-11-27T18:03:24.750053009Z","level":"INFO","msg":"Resuming system monitor"}
 {"time":"2024-11-27T18:03:25.209999197Z","level":"INFO","msg":"Pausing system monitor"}
 {"time":"2024-11-27T18:03:29.733689435Z","level":"INFO","msg":"Resuming system monitor"}
+{"time":"2024-11-27T18:07:29.761758411Z","level":"INFO","msg":"Pausing system monitor"}
+{"time":"2024-11-27T18:07:47.561005995Z","level":"INFO","msg":"Resuming system monitor"}

wandb/run-20241127_180245-wpdp0i8s/logs/debug.log

@@ -51,3 +51,6 @@ config: {'batch_size': 4, 'learning_rate': 0.0003, 'num_epochs': 10}
 2024-11-27 18:03:30,121 INFO    MainThread:1290 [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, 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 2024-11-27 18:03:30,125 INFO    MainThread:1290 [wandb_config.py:__setitem__():154] config set model/num_parameters = 41501895 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7ea6083ff9a0>>
 2024-11-27 18:03:30,125 INFO    MainThread:1290 [wandb_run.py:_config_callback():1387] config_cb model/num_parameters 41501895 None
+2024-11-27 18:07:29,761 INFO    MainThread:1290 [jupyter.py:save_ipynb():387] not saving jupyter notebook
+2024-11-27 18:07:29,761 INFO    MainThread:1290 [wandb_init.py:_pause_backend():444] pausing backend
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