0cef773c66b325e84900474688a7b0f4f4663f93,utils/eval_utils.py,,get_gt_ranks,#Any#Any#,4

Before Change

def get_gt_ranks(ranks, ans_ind):
    ans_ind = ans_ind.view(-1)
    num_opts = 100
    ranks = ranks.view(-1, num_opts)
    gt_ranks = torch.LongTensor(ans_ind.size(0))
    for i in range(ans_ind.size(0)):
        gt_binary = torch.zeros(num_opts)
        gt_binary[ans_ind[i]] = 1
        sorted_gt = gt_binary.index_select(0, ranks[i].sort()[1].cpu())
        gt_rank = (sorted_gt == 1).nonzero() + 1
        gt_ranks[i] = int(gt_rank)  // gt_rank is 1x1 LongTensor
    return gt_ranks

After Change

    ans_ind = ans_ind.view(-1)
    gt_ranks = torch.LongTensor(ans_ind.size(0))
    for i in range(ans_ind.size(0)):
        gt_ranks[i] = int(ranks[i, ans_ind[i]])
    return gt_ranks

Instances