issues about DSMM

[lsaiot]

In Dynamic Semantic Matching Module (DSMM) (line 179):

      for i in range(1, B4):
          kernel4 = k4[i, :, :, :]
          kernel3 = k3[i, :, :, :]
          kernel4 = kernel4.view(C4, 1, H4, W4)
          kernel3 = kernel3.view(C3, 1, H3, W3)
          # DDconv    padding 2 4 6
          x4_r1 = F.conv2d(x4[i, :, :, :].view(1, C4, x_H4, x_W4), kernel4, stride=1, padding=4, dilation=1, groups=C4)
          x4_r2 = F.conv2d(x4[i, :, :, :].view(1, C4, x_H4, x_W4), kernel4, stride=1, padding=8, dilation=2, groups=C4)
          x4_r3 = F.conv2d(x4[i, :, :, :].view(1, C4, x_H4, x_W4), kernel4, stride=1, padding=12, dilation=3, groups=C4)
          x4_new[i, :, :, :] = x4_r1 + x4_r2 + x4_r3

          # DDconv
          x3_r1 = F.conv2d(x3[i, :, :, :].view(1, C3, x_H3, x_W3), kernel3, stride=1, padding=4, dilation=1, groups=C3)
          x3_r2 = F.conv2d(x3[i, :, :, :].view(1, C3, x_H3, x_W3), kernel3, stride=1, padding=8, dilation=2, groups=C3)
          x3_r3 = F.conv2d(x3[i, :, :, :].view(1, C3, x_H3, x_W3), kernel3, stride=1, padding=12, dilation=3, groups=C3)
          x3_new[i, :, :, :] = x3_r1 + x3_r2 + x3_r3

range(1, B4) should be range(B4) ?

[MathLee]

Thanks for pointing out this mistake. This mistake is an engineering code error and will not affect our motivation for DSMM. Thanks again!