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only_l_train_log.txt
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only_l_train_log.txt
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EPOCH 0 COMPLETED
TRAINING LOSS : 0.6808020727975028
ACCURACY ON TEST SET : 0.836
MICRO_F1 ON TEST SET : 0.836
MACRO_F1 ON TEST SET : 0.8263271149968654
EPOCH 1 COMPLETED
TRAINING LOSS : 0.5945959602083478
ACCURACY ON TEST SET : 0.78
MICRO_F1 ON TEST SET : 0.78
MACRO_F1 ON TEST SET : 0.759493449476133
EPOCH 2 COMPLETED
TRAINING LOSS : 0.5371245571545192
ACCURACY ON TEST SET : 0.772
MICRO_F1 ON TEST SET : 0.772
MACRO_F1 ON TEST SET : 0.7494505494505495
EPOCH 3 COMPLETED
TRAINING LOSS : 0.4943743518420628
ACCURACY ON TEST SET : 0.78
MICRO_F1 ON TEST SET : 0.78
MACRO_F1 ON TEST SET : 0.759493449476133
EPOCH 4 COMPLETED
TRAINING LOSS : 0.46110753076417105
ACCURACY ON TEST SET : 0.804
MICRO_F1 ON TEST SET : 0.804
MACRO_F1 ON TEST SET : 0.7888331523331783
EPOCH 5 COMPLETED
TRAINING LOSS : 0.43468294399125235
ACCURACY ON TEST SET : 0.812
MICRO_F1 ON TEST SET : 0.8119999999999999
MACRO_F1 ON TEST SET : 0.7992516785976662
EPOCH 6 COMPLETED
TRAINING LOSS : 0.4133798692907606
ACCURACY ON TEST SET : 0.828
MICRO_F1 ON TEST SET : 0.828
MACRO_F1 ON TEST SET : 0.8185684629795278
EPOCH 7 COMPLETED
TRAINING LOSS : 0.39632212264197214
ACCURACY ON TEST SET : 0.864
MICRO_F1 ON TEST SET : 0.864
MACRO_F1 ON TEST SET : 0.8592342342342343
EPOCH 8 COMPLETED
TRAINING LOSS : 0.382791382925851
ACCURACY ON TEST SET : 0.864
MICRO_F1 ON TEST SET : 0.864
MACRO_F1 ON TEST SET : 0.8596525989036391
EPOCH 9 COMPLETED
TRAINING LOSS : 0.37208658882549833
ACCURACY ON TEST SET : 0.868
MICRO_F1 ON TEST SET : 0.868
MACRO_F1 ON TEST SET : 0.8643516006511123
EPOCH 10 COMPLETED
TRAINING LOSS : 0.3635916199002947
ACCURACY ON TEST SET : 0.868
MICRO_F1 ON TEST SET : 0.868
MACRO_F1 ON TEST SET : 0.8643516006511123
EPOCH 11 COMPLETED
TRAINING LOSS : 0.3568029318537031
ACCURACY ON TEST SET : 0.868
MICRO_F1 ON TEST SET : 0.868
MACRO_F1 ON TEST SET : 0.8643516006511123
EPOCH 12 COMPLETED
TRAINING LOSS : 0.35132623996053425
ACCURACY ON TEST SET : 0.868
MICRO_F1 ON TEST SET : 0.868
MACRO_F1 ON TEST SET : 0.8650439220689994
EPOCH 13 COMPLETED
TRAINING LOSS : 0.3468599830354963
ACCURACY ON TEST SET : 0.872
MICRO_F1 ON TEST SET : 0.872
MACRO_F1 ON TEST SET : 0.8692895889157572
EPOCH 14 COMPLETED
TRAINING LOSS : 0.3431757390499115
ACCURACY ON TEST SET : 0.872
MICRO_F1 ON TEST SET : 0.872
MACRO_F1 ON TEST SET : 0.8695878977569118
EPOCH 15 COMPLETED
TRAINING LOSS : 0.34010080780301777
ACCURACY ON TEST SET : 0.876
MICRO_F1 ON TEST SET : 0.8759999999999999
MACRO_F1 ON TEST SET : 0.8738011105502272
EPOCH 16 COMPLETED
TRAINING LOSS : 0.3375041059085301
ACCURACY ON TEST SET : 0.88
MICRO_F1 ON TEST SET : 0.88
MACRO_F1 ON TEST SET : 0.8780011711887565
EPOCH 17 COMPLETED
TRAINING LOSS : 0.3352857955864498
ACCURACY ON TEST SET : 0.88
MICRO_F1 ON TEST SET : 0.88
MACRO_F1 ON TEST SET : 0.8782467532467533
EPOCH 18 COMPLETED
TRAINING LOSS : 0.33336941259247915
ACCURACY ON TEST SET : 0.88
MICRO_F1 ON TEST SET : 0.88
MACRO_F1 ON TEST SET : 0.8782467532467533
EPOCH 19 COMPLETED
TRAINING LOSS : 0.33169643368039814
ACCURACY ON TEST SET : 0.88
MICRO_F1 ON TEST SET : 0.88
MACRO_F1 ON TEST SET : 0.8782467532467533
EPOCH 20 COMPLETED
TRAINING LOSS : 0.33022203189986093
ACCURACY ON TEST SET : 0.884
MICRO_F1 ON TEST SET : 0.884
MACRO_F1 ON TEST SET : 0.8824178141066187
EPOCH 21 COMPLETED
TRAINING LOSS : 0.32891175150871277
ACCURACY ON TEST SET : 0.884
MICRO_F1 ON TEST SET : 0.884
MACRO_F1 ON TEST SET : 0.8824178141066187
EPOCH 22 COMPLETED
TRAINING LOSS : 0.32773890239851816
ACCURACY ON TEST SET : 0.888
MICRO_F1 ON TEST SET : 0.888
MACRO_F1 ON TEST SET : 0.8865772247067212
EPOCH 23 COMPLETED
TRAINING LOSS : 0.32668255056653706
ACCURACY ON TEST SET : 0.888
MICRO_F1 ON TEST SET : 0.888
MACRO_F1 ON TEST SET : 0.8865772247067212
EPOCH 24 COMPLETED
TRAINING LOSS : 0.3257258747305189
ACCURACY ON TEST SET : 0.888
MICRO_F1 ON TEST SET : 0.888
MACRO_F1 ON TEST SET : 0.8865772247067212
EPOCH 25 COMPLETED
TRAINING LOSS : 0.3248553361211504
ACCURACY ON TEST SET : 0.884
MICRO_F1 ON TEST SET : 0.884
MACRO_F1 ON TEST SET : 0.8826310080782245
EPOCH 26 COMPLETED
TRAINING LOSS : 0.3240597035203661
ACCURACY ON TEST SET : 0.888
MICRO_F1 ON TEST SET : 0.888
MACRO_F1 ON TEST SET : 0.8867753623188406
EPOCH 27 COMPLETED
TRAINING LOSS : 0.32332974672317505
ACCURACY ON TEST SET : 0.888
MICRO_F1 ON TEST SET : 0.888
MACRO_F1 ON TEST SET : 0.8867753623188406
EPOCH 28 COMPLETED
TRAINING LOSS : 0.32265778950282503
ACCURACY ON TEST SET : 0.888
MICRO_F1 ON TEST SET : 0.888
MACRO_F1 ON TEST SET : 0.8867753623188406
EPOCH 29 COMPLETED
TRAINING LOSS : 0.3220373945576804
ACCURACY ON TEST SET : 0.892
MICRO_F1 ON TEST SET : 0.892
MACRO_F1 ON TEST SET : 0.8909090909090909
EPOCH 30 COMPLETED
TRAINING LOSS : 0.32146317618233816
ACCURACY ON TEST SET : 0.892
MICRO_F1 ON TEST SET : 0.892
MACRO_F1 ON TEST SET : 0.8909090909090909
EPOCH 31 COMPLETED
TRAINING LOSS : 0.3209306299686432
ACCURACY ON TEST SET : 0.892
MICRO_F1 ON TEST SET : 0.892
MACRO_F1 ON TEST SET : 0.8909090909090909
EPOCH 32 COMPLETED
TRAINING LOSS : 0.32043586884226116
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 33 COMPLETED
TRAINING LOSS : 0.31997561880520414
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 34 COMPLETED
TRAINING LOSS : 0.3195470486368452
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 35 COMPLETED
TRAINING LOSS : 0.3191476251397814
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 36 COMPLETED
TRAINING LOSS : 0.31877521531922476
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 37 COMPLETED
TRAINING LOSS : 0.31842775429998127
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 38 COMPLETED
TRAINING LOSS : 0.3181035390922001
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 39 COMPLETED
TRAINING LOSS : 0.3178008965083531
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 40 COMPLETED
TRAINING LOSS : 0.3175183279173715
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 41 COMPLETED
TRAINING LOSS : 0.31725446241242544
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 42 COMPLETED
TRAINING LOSS : 0.3170080397810255
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 43 COMPLETED
TRAINING LOSS : 0.3167778381279537
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 44 COMPLETED
TRAINING LOSS : 0.3165627760546548
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 45 COMPLETED
TRAINING LOSS : 0.3163618062223707
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 46 COMPLETED
TRAINING LOSS : 0.31617396218436106
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 47 COMPLETED
TRAINING LOSS : 0.31599837115832735
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 48 COMPLETED
TRAINING LOSS : 0.31583417313439505
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 49 COMPLETED
TRAINING LOSS : 0.3156805804797581
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 50 COMPLETED
TRAINING LOSS : 0.31553689922605244
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 51 COMPLETED
TRAINING LOSS : 0.3154024566922869
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 52 COMPLETED
TRAINING LOSS : 0.3152765801974705
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 53 COMPLETED
TRAINING LOSS : 0.3151587332998003
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 54 COMPLETED
TRAINING LOSS : 0.31504833698272705
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 55 COMPLETED
TRAINING LOSS : 0.314944897379194
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 56 COMPLETED
TRAINING LOSS : 0.3148479631968907
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 57 COMPLETED
TRAINING LOSS : 0.31475707037108286
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 58 COMPLETED
TRAINING LOSS : 0.31467181869915556
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422
EPOCH 59 COMPLETED
TRAINING LOSS : 0.31459180797849384
ACCURACY ON TEST SET : 0.896
MICRO_F1 ON TEST SET : 0.8960000000000001
MACRO_F1 ON TEST SET : 0.8950326206317422