DynamicMemoryNetwork

Single Supporting Fact

Train

Test

Qa4 Two Arg Relations

Train

Test

GRU input module

torch.Size([3000, 300])
torch.Size([3000, 1000])
torch.Size([3000])
torch.Size([3000])

GRU question module

torch.Size([3000, 300])
torch.Size([3000, 1000])
torch.Size([3000])
torch.Size([3000])

attention zW

torch.Size([1000, 1000])

attention gW

torch.Size([1000, 7002])
torch.Size([1000])
torch.Size([1, 1000])
torch.Size([1])

GRUcell_e

torch.Size([3000, 1000])
torch.Size([3000, 1000])
torch.Size([3000])
torch.Size([3000])

GRUcell_m

torch.Size([3000, 1000])
torch.Size([3000, 1000])
torch.Size([3000])
torch.Size([3000])

Wa_Linear

torch.Size([159, 1000])

GRUcell_a

torch.Size([3000, 1159])
torch.Size([3000, 1000])
torch.Size([3000])
torch.Size([3000])