Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
---|---|---|---|---|---|---|
100 | No log | 0.813223 | 0.847514 | 0.74466 | 0.792765 | 0.879115 |
200 | No log | 0.743625 | 0.827406 | 0.767961 | 0.796576 | 0.88933 |
300 | No log | 0.904097 | 0.801858 | 0.754369 | 0.777389 | 0.875709 |
400 | No log | 0.854768 | 0.854123 | 0.784466 | 0.817814 | 0.893019 |
500 | 0.156600 | 0.858306 | 0.859763 | 0.773786 | 0.814512 | 0.896708 |
600 | 0.156600 | 0.855305 | 0.864425 | 0.773786 | 0.816598 | 0.89983 |
700 | 0.156600 | 0.858400 | 0.867663 | 0.78932 | 0.82664 | 0.899546 |
800 | 0.156600 | 0.876086 | 0.870172 | 0.787379 | 0.826707 | 0.894722 |
900 | 0.156600 | 0.844737 | 0.87155 | 0.797087 | 0.832657 | 0.9021 |
1000 | 0.073600 | 0.852430 | 0.892157 | 0.795146 | 0.840862 | 0.908343 |
1100 | 0.073600 | 0.816698 | 0.868143 | 0.799029 | 0.832154 | 0.907775 |
1200 | 0.073600 | 0.870334 | 0.893434 | 0.805825 | 0.847371 | 0.90891 |
1300 | 0.073600 | 0.851292 | 0.891164 | 0.802913 | 0.84474 | 0.910329 |
1400 | 0.073600 | 0.866735 | 0.903614 | 0.800971 | 0.849202 | 0.910329 |
1500 | 0.037000 | 0.885297 | 0.89925 | 0.814563 | 0.854814 | 0.91118 |
1600 | 0.037000 | 0.939779 | 0.914567 | 0.81068 | 0.859496 | 0.908059 |
1700 | 0.037000 | 0.916429 | 0.886532 | 0.81165 | 0.84744 | 0.908059 |
1800 | 0.037000 | 0.897949 | 0.900215 | 0.814563 | 0.85525 | 0.910897 |
1900 | 0.037000 | 0.905442 | 0.898287 | 0.814563 | 0.854379 | 0.907491 |
2000 | 0.021200 | 0.921671 | 0.913232 | 0.817476 | 0.862705 | 0.909194 |
2100 | 0.021200 | 0.946942 | 0.908306 | 0.817476 | 0.860501 | 0.903235 |
2200 | 0.021200 | 0.927220 | 0.911135 | 0.826214 | 0.866599 | 0.910329 |
2300 | 0.021200 | 0.879932 | 0.90958 | 0.820388 | 0.862685 | 0.913734 |
2400 | 0.021200 | 0.893964 | 0.917927 | 0.825243 | 0.869121 | 0.914018 |
2500 | 0.014000 | 0.906861 | 0.916129 | 0.827184 | 0.869388 | 0.914302 |
2600 | 0.014000 | 0.915751 | 0.919827 | 0.824272 | 0.869432 | 0.913451 |
2700 | 0.014000 | 0.929426 | 0.91766 | 0.82233 | 0.867384 | 0.911464 |
2800 | 0.014000 | 0.922803 | 0.909871 | 0.823301 | 0.864424 | 0.911464 |
2900 | 0.014000 | 0.928218 | 0.912903 | 0.824272 | 0.866327 | 0.910613 |
3000 | 0.009900 | 0.930951 | 0.91441 | 0.819417 | 0.864311 | 0.910897 |