End of training
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README.md
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---
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license: apache-2.0
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base_model: microsoft/conditional-detr-resnet-50
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tags:
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- generated_from_trainer
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datasets:
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- imagefolder
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model-index:
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- name: conditional-detr-resnet-50_adamw_hf_finetuned_food-roboflow
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# conditional-detr-resnet-50_adamw_hf_finetuned_food-roboflow
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This model is a fine-tuned version of [microsoft/conditional-detr-resnet-50](https://huggingface.co/microsoft/conditional-detr-resnet-50) on the imagefolder dataset.
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It achieves the following results on the evaluation set:
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- Loss: 129.1634
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 15
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 4812.2437 | 0.77 | 50 | 3257.7490 |
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| 2205.0228 | 1.54 | 100 | 1453.2478 |
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| 1222.5505 | 2.31 | 150 | 949.4603 |
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| 888.8566 | 3.08 | 200 | 721.9152 |
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| 673.4776 | 3.85 | 250 | 580.5336 |
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| 554.9669 | 4.62 | 300 | 477.4659 |
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| 443.6898 | 5.38 | 350 | 398.8947 |
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| 392.5455 | 6.15 | 400 | 337.2477 |
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| 321.1821 | 6.92 | 450 | 288.8497 |
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| 289.3218 | 7.69 | 500 | 250.5900 |
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| 244.5445 | 8.46 | 550 | 220.2824 |
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| 228.1762 | 9.23 | 600 | 196.4913 |
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| 181.0313 | 10.0 | 650 | 177.2145 |
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| 175.8284 | 10.77 | 700 | 162.3775 |
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| 149.3609 | 11.54 | 750 | 150.6808 |
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| 155.7112 | 12.31 | 800 | 141.9936 |
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| 141.18 | 13.08 | 850 | 135.6279 |
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| 139.506 | 13.85 | 900 | 131.5291 |
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| 132.3059 | 14.62 | 950 | 129.1634 |
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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model.safetensors
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runs/Nov09_18-51-51_795de5d9365c/events.out.tfevents.1699555920.795de5d9365c.14996.0
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