Class Sequence

test/jit/test_script_profile.py:19–39

                       "instead.")

class Sequence(nn.Module):
    def __init__(self):
        super().__init__()
        self.lstm1 = nn.LSTMCell(1, 51)
        self.lstm2 = nn.LSTMCell(51, 51)
        self.linear = nn.Linear(51, 1)

    def forward(self, input):
        outputs = []
        h_t = torch.zeros(input.size(0), 51)
        c_t = torch.zeros(input.size(0), 51)
        h_t2 = torch.zeros(input.size(0), 51)
        c_t2 = torch.zeros(input.size(0), 51)

        for input_t in input.split(1, dim=1):
            h_t, c_t = self.lstm1(input_t, (h_t, c_t))
            h_t2, c_t2 = self.lstm2(h_t, (h_t2, c_t2))
            output = self.linear(h_t2)
            outputs += [output]
        outputs = torch.cat(outputs, dim=1)
        return outputs

class TestScriptProfile(JitTestCase):