Namespace(C_bn=True, C_layers=1, D_bn=True, D_layers=1, D_learning_rate=0.0001, F_bn=False, F_hidden_sizes=[1000, 500], F_layers=1, act_unit=ReLU(), activation='relu', all_domains=['dvd', 'electronics', 'kitchen', 'books'], amazon_preshuffle_file='../data/prep-amazon/amazon-shuffle-indices.pkl', attn='dot', batch_size=8, bdrnn=True, dataset='prep-amazon', debug=False, dev_domains=['books'], device='cuda', domain_hidden_size=64, domains=['dvd', 'electronics', 'kitchen'], dropout=0.4, emb_filename='w2v/word2vec.txt', eps=0.2, fdu_mtl_dir='fdu-mtl/', feature_num=5000, fix_emb=False, init_save_file='./save/init_model2', kernel_num=200, kernel_sizes=[3, 4, 5], kfold=5, label_smooth=True, lambd=0.0001, lambd_rplr=1, learning_rate=0.0001, max_epoch=30, max_kernel_size=5, max_seq_len=0, model='mlp', model_save_file='./save/model1', n_critic=5, prep_amazon_file='../data/prep-amazon/amazon.pkl', random_emb=False, random_seed=10, shared_hidden_size=128, sum_pooling=False, test_only=False, unlabeled_data='both', unlabeled_domains=['books'], use_preshuffle=True, wgan_trick=False)
Loading prep-amazon Datasets...
Namespace(C_bn=True, C_layers=1, D_bn=True, D_layers=1, D_learning_rate=0.0001, F_bn=False, F_hidden_sizes=[1000, 500], F_layers=1, act_unit=ReLU(), activation='relu', all_domains=['dvd', 'electronics', 'kitchen', 'books'], amazon_preshuffle_file='../data/prep-amazon/amazon-shuffle-indices.pkl', attn='dot', batch_size=8, bdrnn=True, dataset='prep-amazon', debug=False, dev_domains=['books'], device='cuda', domain_hidden_size=64, domains=['dvd', 'electronics', 'kitchen'], dropout=0.4, emb_filename='w2v/word2vec.txt', eps=0.2, fdu_mtl_dir='fdu-mtl/', feature_num=5000, fix_emb=False, init_save_file='./save/init_model2', kernel_num=200, kernel_sizes=[3, 4, 5], kfold=5, label_smooth=True, lambd=0.0001, lambd_rplr=1, learning_rate=0.0001, max_epoch=30, max_kernel_size=5, max_seq_len=0, model='mlp', model_save_file='./save/model1', n_critic=5, prep_amazon_file='prep-amazon/amazon.pkl', random_emb=False, random_seed=10, shared_hidden_size=128, sum_pooling=False, test_only=False, unlabeled_data='both', unlabeled_domains=['books'], use_preshuffle=True, wgan_trick=False)
Loading prep-amazon Datasets...
