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: google/vit-base-patch16-224
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tags:
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- generated_from_trainer
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model-index:
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- name: alzheimer_mri_classification
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results: []
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# alzheimer_mri_classification
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This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 13.5496
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- eval_samples_per_second: 75.574
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- eval_steps_per_second: 2.362
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- epoch: 9.2
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- step: 1177
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## Model description
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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:
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### Framework versions
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---
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: alzheimer_mri_classification
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results: []
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# alzheimer_mri_classification
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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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- Loss: 0.3404
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- Accuracy: 0.8770
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## Model description
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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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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 128 | 0.8345 | 0.5996 |
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| No log | 2.0 | 256 | 0.8245 | 0.6309 |
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| No log | 3.0 | 384 | 0.7492 | 0.6543 |
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| 0.8188 | 4.0 | 512 | 0.7173 | 0.6777 |
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| 0.8188 | 5.0 | 640 | 0.6625 | 0.7168 |
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| 0.8188 | 6.0 | 768 | 0.6182 | 0.7373 |
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| 0.8188 | 7.0 | 896 | 0.5058 | 0.8027 |
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| 0.5344 | 8.0 | 1024 | 0.5567 | 0.7764 |
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| 0.5344 | 9.0 | 1152 | 0.4702 | 0.8193 |
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| 0.5344 | 10.0 | 1280 | 0.4502 | 0.8242 |
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| 0.5344 | 11.0 | 1408 | 0.4024 | 0.8408 |
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| 0.3356 | 12.0 | 1536 | 0.4263 | 0.8516 |
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| 0.3356 | 13.0 | 1664 | 0.3782 | 0.8535 |
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| 0.3356 | 14.0 | 1792 | 0.3378 | 0.8604 |
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| 0.3356 | 15.0 | 1920 | 0.3570 | 0.8701 |
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### Framework versions
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runs/Mar25_03-43-56_f217d2df06e1/events.out.tfevents.1711340865.f217d2df06e1.2044.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:ffa67c21d757de45d0adb75e99d3c61cb93c6d825a7b4c509320bf56571cd0ce
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size 411
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