End of training
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README.md
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss:
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- Train Accuracy: 0.
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- Train Top-3-accuracy: 0.
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- Validation Loss: 3.
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- Validation Accuracy: 0.
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- Validation Top-3-accuracy: 0.
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- Epoch:
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## Model description
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| Train Loss | Train Accuracy | Train Top-3-accuracy | Validation Loss | Validation Accuracy | Validation Top-3-accuracy | Epoch |
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|:----------:|:--------------:|:--------------------:|:---------------:|:-------------------:|:-------------------------:|:-----:|
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| 3.8889 | 0.0401 | 0.0971 | 3.8524 | 0.0501 | 0.1577 | 0 |
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### Framework versions
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 2.9065
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- Train Accuracy: 0.6173
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- Train Top-3-accuracy: 0.8384
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- Validation Loss: 3.0602
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- Validation Accuracy: 0.4255
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- Validation Top-3-accuracy: 0.6884
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- Epoch: 10
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## Model description
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| Train Loss | Train Accuracy | Train Top-3-accuracy | Validation Loss | Validation Accuracy | Validation Top-3-accuracy | Epoch |
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|:----------:|:--------------:|:--------------------:|:---------------:|:-------------------:|:-------------------------:|:-----:|
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| 3.8889 | 0.0401 | 0.0971 | 3.8524 | 0.0501 | 0.1577 | 0 |
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| 3.7785 | 0.1516 | 0.3210 | 3.7267 | 0.1464 | 0.3392 | 1 |
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| 3.6188 | 0.2656 | 0.4854 | 3.5946 | 0.2115 | 0.4143 | 2 |
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| 3.4631 | 0.3276 | 0.5860 | 3.4570 | 0.2728 | 0.5232 | 3 |
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| 3.3386 | 0.3959 | 0.6599 | 3.3664 | 0.3091 | 0.5757 | 4 |
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| 3.2366 | 0.4500 | 0.7094 | 3.2844 | 0.3342 | 0.5895 | 5 |
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| 3.1510 | 0.4879 | 0.7526 | 3.2364 | 0.3442 | 0.6170 | 6 |
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| 3.0757 | 0.5246 | 0.7823 | 3.1752 | 0.3830 | 0.6508 | 7 |
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| 3.0107 | 0.5612 | 0.8058 | 3.1281 | 0.4043 | 0.6596 | 8 |
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| 2.9549 | 0.5894 | 0.8212 | 3.0903 | 0.4255 | 0.6834 | 9 |
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| 2.9065 | 0.6173 | 0.8384 | 3.0602 | 0.4255 | 0.6884 | 10 |
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### Framework versions
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logs/train/events.out.tfevents.1662566554.eebb8d77cddf.70.0.v2
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