End of training
Browse files- README.md +26 -24
- all_results.json +60 -0
- eval_results.json +29 -0
- test_results.json +29 -0
- train_results.json +8 -0
- trainer_state.json +0 -0
README.md
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license: apache-2.0
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base_model: SenseTime/deformable-detr
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tags:
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- generated_from_trainer
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model-index:
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- name: sensetime-deformable-detr-finetuned-10k-cppe5-auto-pad
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/qubvel-hf-co/transformers-detection-model-finetuning-cppe5/runs/b2zl20b3)
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# sensetime-deformable-detr-finetuned-10k-cppe5-auto-pad
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This model is a fine-tuned version of [SenseTime/deformable-detr](https://huggingface.co/SenseTime/deformable-detr) on
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It achieves the following results on the evaluation set:
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- Loss: 1.
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- Map: 0.
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- Map 50: 0.
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- Map 75: 0.
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- Map Small: 0.
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- Map Medium: 0.
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- Map Large: 0.
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- Mar 1: 0.
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- Mar 10: 0.
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- Mar 100: 0.
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- Mar Small: 0.
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- Mar Medium: 0.
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- Mar Large: 0.
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- Map Coverall: 0.
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- Mar 100 Coverall: 0.
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- Map Face Shield: 0.
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- Mar 100 Face Shield: 0.
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- Map Gloves: 0.
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- Mar 100 Gloves: 0.
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- Map Goggles: 0.
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- Mar 100 Goggles: 0.
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- Map Mask: 0.
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- Mar 100 Mask: 0.
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## Model description
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license: apache-2.0
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base_model: SenseTime/deformable-detr
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tags:
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- object-detection
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- vision
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- generated_from_trainer
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model-index:
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- name: sensetime-deformable-detr-finetuned-10k-cppe5-auto-pad
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/qubvel-hf-co/transformers-detection-model-finetuning-cppe5/runs/b2zl20b3)
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# sensetime-deformable-detr-finetuned-10k-cppe5-auto-pad
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This model is a fine-tuned version of [SenseTime/deformable-detr](https://huggingface.co/SenseTime/deformable-detr) on the cppe-5 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1019
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- Map: 0.298
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- Map 50: 0.5545
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- Map 75: 0.2748
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- Map Small: 0.1608
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- Map Medium: 0.2403
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- Map Large: 0.4637
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- Mar 1: 0.2807
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- Mar 10: 0.469
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- Mar 100: 0.5006
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- Mar Small: 0.3003
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- Mar Medium: 0.4532
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- Mar Large: 0.6962
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- Map Coverall: 0.5405
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- Mar 100 Coverall: 0.6698
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- Map Face Shield: 0.2887
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- Mar 100 Face Shield: 0.5089
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- Map Gloves: 0.2012
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- Mar 100 Gloves: 0.4455
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- Map Goggles: 0.1644
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- Mar 100 Goggles: 0.4185
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- Map Mask: 0.2954
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- Mar 100 Mask: 0.4604
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## Model description
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all_results.json
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{
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"epoch": 99.53051643192488,
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"eval_loss": 1.101932406425476,
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"eval_map": 0.298,
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"eval_map_50": 0.5545,
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"eval_map_75": 0.2748,
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"eval_map_Coverall": 0.5405,
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"eval_map_Face_Shield": 0.2887,
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"eval_map_Gloves": 0.2012,
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"eval_map_Goggles": 0.1644,
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"eval_map_Mask": 0.2954,
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"eval_map_large": 0.4637,
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"eval_map_medium": 0.2403,
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"eval_map_small": 0.1608,
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"eval_mar_1": 0.2807,
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"eval_mar_10": 0.469,
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"eval_mar_100": 0.5006,
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"eval_mar_100_Coverall": 0.6698,
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"eval_mar_100_Face_Shield": 0.5089,
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"eval_mar_100_Gloves": 0.4455,
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"eval_mar_100_Goggles": 0.4185,
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"eval_mar_100_Mask": 0.4604,
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"eval_mar_large": 0.6962,
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"eval_mar_medium": 0.4532,
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"eval_mar_small": 0.3003,
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"eval_runtime": 15.523,
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"eval_samples_per_second": 9.663,
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"eval_steps_per_second": 1.224,
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"test_loss": 0.9166296720504761,
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"test_map": 0.4366,
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"test_map_50": 0.7304,
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"test_map_75": 0.4448,
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"test_map_Coverall": 0.6296,
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"test_map_Face_Shield": 0.4194,
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"test_map_Gloves": 0.3438,
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"test_map_Goggles": 0.301,
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"test_map_Mask": 0.4891,
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"test_map_large": 0.6324,
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"test_map_medium": 0.2898,
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"test_map_small": 0.4357,
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"test_mar_1": 0.3442,
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"test_mar_10": 0.5781,
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"test_mar_100": 0.6031,
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"test_mar_100_Coverall": 0.7222,
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"test_mar_100_Face_Shield": 0.6824,
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"test_mar_100_Gloves": 0.5016,
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"test_mar_100_Goggles": 0.5344,
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"test_mar_100_Mask": 0.575,
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"test_mar_large": 0.7618,
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"test_mar_medium": 0.4489,
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"test_mar_small": 0.5004,
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"test_runtime": 3.552,
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"test_samples_per_second": 8.164,
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"test_steps_per_second": 1.126,
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"total_flos": 2.0297599094333424e+19,
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"train_loss": 1.1465214905648862,
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"train_runtime": 16105.6449,
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"train_samples_per_second": 5.278,
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"train_steps_per_second": 0.658
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}
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eval_results.json
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{
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"epoch": 99.53051643192488,
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"eval_loss": 1.101932406425476,
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"eval_map": 0.298,
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"eval_map_50": 0.5545,
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"eval_map_75": 0.2748,
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"eval_map_Coverall": 0.5405,
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"eval_map_Face_Shield": 0.2887,
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"eval_map_Gloves": 0.2012,
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"eval_map_Goggles": 0.1644,
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"eval_map_Mask": 0.2954,
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"eval_map_large": 0.4637,
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"eval_map_medium": 0.2403,
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"eval_map_small": 0.1608,
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"eval_mar_1": 0.2807,
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"eval_mar_10": 0.469,
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"eval_mar_100": 0.5006,
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"eval_mar_100_Coverall": 0.6698,
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"eval_mar_100_Face_Shield": 0.5089,
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"eval_mar_100_Gloves": 0.4455,
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"eval_mar_100_Goggles": 0.4185,
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"eval_mar_100_Mask": 0.4604,
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"eval_mar_large": 0.6962,
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"eval_mar_medium": 0.4532,
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"eval_mar_small": 0.3003,
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"eval_runtime": 15.523,
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"eval_samples_per_second": 9.663,
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"eval_steps_per_second": 1.224
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}
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test_results.json
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{
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"epoch": 99.53051643192488,
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"test_loss": 0.9166296720504761,
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"test_map": 0.4366,
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"test_map_50": 0.7304,
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"test_map_75": 0.4448,
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"test_map_Coverall": 0.6296,
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"test_map_Face_Shield": 0.4194,
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"test_map_Gloves": 0.3438,
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"test_map_Goggles": 0.301,
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"test_map_Mask": 0.4891,
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"test_map_large": 0.6324,
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"test_map_medium": 0.2898,
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"test_map_small": 0.4357,
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"test_mar_1": 0.3442,
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"test_mar_10": 0.5781,
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"test_mar_100": 0.6031,
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"test_mar_100_Coverall": 0.7222,
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"test_mar_100_Face_Shield": 0.6824,
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"test_mar_100_Gloves": 0.5016,
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"test_mar_100_Goggles": 0.5344,
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"test_mar_100_Mask": 0.575,
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"test_mar_large": 0.7618,
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"test_mar_medium": 0.4489,
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"test_mar_small": 0.5004,
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"test_runtime": 3.552,
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"test_samples_per_second": 8.164,
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"test_steps_per_second": 1.126
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}
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train_results.json
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{
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"epoch": 99.53051643192488,
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"total_flos": 2.0297599094333424e+19,
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"train_loss": 1.1465214905648862,
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"train_runtime": 16105.6449,
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"train_samples_per_second": 5.278,
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"train_steps_per_second": 0.658
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}
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trainer_state.json
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