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cbam_resnet101.log.txt
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cbam_resnet101.log.txt
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Learning Rate Train Loss Valid Loss Train Acc. Valid Acc.
0.100000 5.090684 3.929217 9.806295 20.757999
0.100000 3.525604 2.937775 27.528133 35.125999
0.100000 2.982644 2.612008 36.201195 41.478001
0.100000 2.725721 2.519063 40.663250 42.972000
0.100000 2.575334 2.312004 43.386307 46.688000
0.100000 2.475951 2.143784 45.089165 49.877998
0.100000 2.403428 2.152119 46.488823 50.125999
0.100000 2.349700 2.245036 47.558670 48.691998
0.100000 2.307005 2.129344 48.383091 50.483997
0.100000 2.278558 1.980024 48.857399 53.444000
0.100000 2.250711 2.002448 49.353329 52.829998
0.100000 2.226168 1.990639 49.858551 53.265999
0.100000 2.208796 1.989988 50.176891 52.809998
0.100000 2.193956 1.909603 50.471577 55.275997
0.100000 2.181984 1.928487 50.752289 54.115997
0.100000 2.168314 2.111768 51.011692 50.995998
0.100000 2.157996 1.884001 51.184601 54.993999
0.100000 2.148303 1.879669 51.317619 55.613998
0.100000 2.139947 1.914407 51.556881 54.855999
0.100000 2.134752 1.945384 51.659454 54.133999
0.100000 2.122896 1.901065 51.909565 55.090000
0.100000 2.116012 1.871081 51.965694 55.565998
0.100000 2.111831 1.851678 52.073418 55.882000
0.100000 2.109823 1.987190 52.133606 53.469997
0.100000 2.103908 1.753293 52.198631 57.953999
0.100000 2.097801 1.830018 52.347733 56.531998
0.100000 2.091727 1.824227 52.448902 56.433998
0.100000 2.087682 1.841179 52.531719 56.368000
0.100000 2.087861 1.788857 52.525242 57.225998
0.100000 2.085217 1.803042 52.595974 56.987999
0.010000 1.540227 1.164712 63.865852 70.734001
0.010000 1.422777 1.123130 66.308006 71.430000
0.010000 1.373246 1.100338 67.373177 72.077995
0.010000 1.343252 1.096943 68.013885 72.323997
0.010000 1.320656 1.072544 68.437775 72.832001
0.010000 1.305897 1.067496 68.802513 72.944000
0.010000 1.293634 1.079665 69.000900 72.729996
0.010000 1.286176 1.079809 69.161469 72.639999
0.010000 1.281877 1.065803 69.277077 72.925995
0.010000 1.278882 1.066664 69.325012 72.855995
0.010000 1.277934 1.077263 69.325180 72.703995
0.010000 1.275707 1.074018 69.367058 72.748001
0.010000 1.273937 1.067007 69.405388 72.961998
0.010000 1.275195 1.113939 69.381760 71.643997
0.010000 1.272292 1.085432 69.417969 72.456001
0.010000 1.271141 1.097221 69.437576 72.613998
0.010000 1.267459 1.094503 69.496155 72.323997
0.010000 1.265860 1.076222 69.553680 72.888000
0.010000 1.264428 1.092195 69.570221 72.489998
0.010000 1.263649 1.111524 69.611351 72.089996
0.010000 1.261406 1.076645 69.656509 72.835999
0.010000 1.257469 1.084240 69.731773 72.613998
0.010000 1.257112 1.082265 69.748123 72.535995
0.010000 1.250620 1.075229 69.885857 72.792000
0.010000 1.247484 1.086635 69.941956 72.612000
0.010000 1.246797 1.068092 69.925125 72.895996
0.010000 1.241687 1.088728 70.045288 72.673996
0.010000 1.237307 1.073246 70.118843 72.895996
0.010000 1.236094 1.070112 70.176674 72.998001
0.010000 1.231079 1.086314 70.270699 72.594002
0.001000 1.036673 0.913016 74.803497 76.773994
0.001000 0.983205 0.903753 75.988800 76.939995
0.001000 0.961365 0.895224 76.484436 77.112000
0.001000 0.944287 0.889773 76.860085 77.372002
0.001000 0.935191 0.885971 77.089180 77.375999
0.001000 0.923495 0.881393 77.353043 77.453995
0.001000 0.915139 0.881617 77.537643 77.587997
0.001000 0.905704 0.876915 77.754387 77.631996
0.001000 0.899440 0.877414 77.895508 77.636002
0.001000 0.894103 0.873199 78.058014 77.739998
0.001000 0.887056 0.873553 78.168991 77.734001
0.001000 0.877437 0.876682 78.393005 77.846001
0.001000 0.874857 0.877092 78.494087 77.639999
0.001000 0.868747 0.878083 78.656540 77.517998
0.001000 0.865948 0.874351 78.730103 77.839996
0.001000 0.860524 0.874828 78.822426 77.764000
0.001000 0.854600 0.878174 79.005310 77.875999
0.001000 0.849857 0.875007 79.068535 77.874001
0.001000 0.845140 0.873622 79.172035 77.905998
0.001000 0.840678 0.874932 79.259384 77.776001
0.001000 0.837918 0.879548 79.348419 77.821999
0.001000 0.833451 0.881536 79.461166 77.804001
0.001000 0.831609 0.879019 79.542900 77.895996
0.001000 0.825203 0.877949 79.642288 77.891998
0.001000 0.825086 0.879418 79.726379 77.911995
0.001000 0.818378 0.881910 79.843407 77.680000
0.001000 0.814885 0.882090 79.904289 77.736000
0.001000 0.812387 0.885634 79.942383 77.643997
0.001000 0.808195 0.879093 80.062553 77.771996
0.001000 0.805406 0.882420 80.157677 77.820000
0.000100 0.778735 0.867788 80.863670 78.139999
0.000100 0.765113 0.866777 81.146584 78.199997
0.000100 0.762159 0.867001 81.250801 78.253998
0.000100 0.759085 0.866934 81.294525 78.199997
0.000100 0.756077 0.867644 81.404640 78.220001
0.000100 0.754129 0.867470 81.448837 78.283997
0.000100 0.754949 0.864540 81.443596 78.250000
0.000100 0.749780 0.867076 81.504448 78.295998
0.000100 0.750227 0.866178 81.510933 78.353996
0.000100 0.749079 0.863593 81.547714 78.325996