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| Step | Training Loss | Validation Loss | Precision | Recall  | F1      | Accuracy |
|------|---------------|-----------------|-----------|---------|---------|----------|
| 100  | No log        | 0.609628        | 0.377612  | 0.241355| 0.294486| 0.865759 |
| 200  | No log        | 0.466013        | 0.490520  | 0.379442| 0.427889| 0.906683 |
| 300  | No log        | 0.390104        | 0.503527  | 0.417124| 0.456271| 0.919057 |
| 400  | No log        | 0.338032        | 0.584034  | 0.513833| 0.546689| 0.932277 |
| 500  | 0.426900      | 0.277176        | 0.612815  | 0.533747| 0.570554| 0.936023 |
| 600  | 0.426900      | 0.225064        | 0.724737  | 0.656809| 0.689103| 0.954296 |
| 700  | 0.426900      | 0.205494        | 0.742572  | 0.718221| 0.730193| 0.959808 |
| 800  | 0.426900      | 0.164182        | 0.819333  | 0.779275| 0.798802| 0.969985 |
| 900  | 0.426900      | 0.156807        | 0.799976  | 0.783568| 0.791687| 0.969971 |
| 1000 | 0.205900      | 0.157711        | 0.828827  | 0.796804| 0.812500| 0.969914 |
| 1100 | 0.205900      | 0.123362        | 0.866014  | 0.823158| 0.844042| 0.975684 |
| 1200 | 0.205900      | 0.131588        | 0.852180  | 0.824946| 0.838342| 0.973933 |
| 1300 | 0.205900      | 0.122332        | 0.877718  | 0.832817| 0.854678| 0.977392 |
| 1400 | 0.205900      | 0.111495        | 0.872678  | 0.851658| 0.862040| 0.978483 |
| 1500 | 0.138400      | 0.103011        | 0.869147  | 0.860959| 0.865033| 0.977880 |
| 1600 | 0.138400      | 0.095390        | 0.888766  | 0.861316| 0.874826| 0.981153 |
| 1700 | 0.138400      | 0.093023        | 0.896176  | 0.871810| 0.883825| 0.981971 |
| 1800 | 0.138400      | 0.092583        | 0.885175  | 0.877892| 0.881518| 0.981282 |
| 1900 | 0.138400      | 0.090289        | 0.887939  | 0.879680| 0.883791| 0.981038 |
| 2000 | 0.096800      | 0.086079        | 0.893025  | 0.883973| 0.888476| 0.982631 |
| 2100 | 0.096800      | 0.075291        | 0.898683  | 0.894825| 0.896750| 0.984569 |
| 2200 | 0.096800      | 0.080216        | 0.897989  | 0.894348| 0.896164| 0.983005 |
| 2300 | 0.096800      | 0.073706        | 0.901829  | 0.899356| 0.900591| 0.984914 |
| 2400 | 0.096800      | 0.074834        | 0.905853  | 0.900668| 0.903253| 0.983981 |
| 2500 | 0.091800      | 0.074162        | 0.907432  | 0.907107| 0.907269| 0.985301 |
| 2600 | 0.091800      | 0.068711        | 0.921491  | 0.911161| 0.916297| 0.986694 |
| 2700 | 0.091800      | 0.067867        | 0.912732  | 0.910446| 0.911587| 0.986277 |
| 2800 | 0.091800      | 0.068664        | 0.918270  | 0.916408| 0.917338| 0.987038 |
| 2900 | 0.091800      | 0.068121        | 0.918570  | 0.91605 |0.917308 |	0.987024|
|3000  |0.074000	   |0.067552	     |0.918689	 |0.916170 | 0.917428|	0.987081|