Hi @Akib_Sadmanee
according to AdaptiveLogSoftmaxWithLoss's name and to its implementation (https://pytorch.org/docs/master/_modules/torch/nn/modules/adaptive.html#AdaptiveLogSoftmaxWithLoss 63), it also requires the target argument for calculating the loss. 
Regards,
Unity05