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