Fix scatter LopngTensor
This commit is contained in:
@@ -493,7 +493,7 @@ class BertForQuestionAnswering(nn.Module):
|
||||
def compute_loss(logits, positions):
|
||||
max_position = positions.max().item()
|
||||
one_hot = torch.FloatTensor(batch_size, max(max_position, seq_length) +1, device=input_ids.device).zero_()
|
||||
one_hot = one_hot.scatter(1, positions, 1)
|
||||
one_hot = one_hot.scatter(1, positions.cpu(), 1) # Second argument need to be LongTensor and not cuda.LongTensor
|
||||
one_hot = one_hot[:, :seq_length]
|
||||
log_probs = nn.functional.log_softmax(logits, dim = -1).view(batch_size, seq_length)
|
||||
loss = -torch.mean(torch.sum(one_hot*log_probs), dim = -1)
|
||||
|
||||
Reference in New Issue
Block a user