Comments (1)
@zhuchenxi hello! 以下是我们实验的参数设置:
LR=2e-5
EPOCH=2
TOTAL_BATCH_SIZE=64
实验环境配置是:torch Version:1.3.1;transformers Version: 2.3.0;GPU:Tesla V100 16GB;CUDA Version:10.0.130
实验结果在英语的dev集上通过acc选择最优模型(模型会保存到 checkpoint-best 目录下),然后用该模型对测试集进行预测,以下是我们复现的结果:
ar=0.7868263473053893
bg=0.8291417165668663
de=0.8235528942115768
el=0.8191616766467066
en=0.883433133732535
es=0.8471057884231536
fr=0.8297405189620759
hi=0.7606786427145709
ru=0.8011976047904191
sw=0.7351297405189621
th=0.7590818363273453
tr=0.7888223552894211
ur=0.7153692614770459
vi=0.7998003992015968
zh=0.7918163672654691
=====
Avg_lang_acc =0.7980572188955422
有问题欢迎随时交流,十分感谢!
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