Table 3 Model structure and parameters for drug sequence information extraction
Layer name | Output size | Parameters |
|---|---|---|
Embedding Layer | [batch_size, 100,64 ] | num_embeddings 65, embedding dim 64 |
Conv1 | [batch_size,40,97] | In_channels 64, out_channels 40, kernel 4, stride 1 |
Conv2 | [batch_size,80,92] | In_channels 40, out_channels 80, kernel 6, stride 1 |
Conv3 | [batch_size,160,85] | In_channels 80, out_channels 160, kernel 8, stride 1 |
MixAttention Layer | [batch_size,160,85] | In_features 160, out_features 160 |
Maxpooling Layer | [batch_size,160] | Kernel_size 85, stride 85 |