학습된 Encoder 부분(특징 추출) + Fully connected Model(분류) => 정답 레이블을 넣어 transfer learning(참고) https://wiserloner.tistory.com/1129참고로 규제 오토인코더 중 자주 쓰이는 SAE, DAE, CAE는 동작하는 중...
Cross-lingual language model pretraining (XLM) Applications: Supervised / Unsupervised MT (NMT / UNMT) Applications: Cross-lingual text classification (XNLI) Product-Key Memory Layers (PKM) Update:New models in 17 and 100 languages XLM supports multi-GPU and multi-node training, and contains cod...
and each residual block behaves like an identity.# This improves the model by 0.2~0.3% according to https://arxiv.org/abs/1706.02677ifzero_init_residual:forminself.modules():ifisinstance(m, Bottleneck): nn.init.constant_(m.bn3.weight,0)# type: ignore[arg-type]elifisinstance(m, BasicBloc...
" self.embed.weight.data.copy_(vocab_built.vectors) \n", " \n", " self.convs = nn.ModuleList([nn.Conv2d(1, dim_channel, (w, emb_dim)) for w in kernel_wins])\n", " self.relu = nn.ReLU() \n", " self.dropout = nn.Dropout(0.4) \n", ...