42fc102b56aadde323fa695d35e109c5bfb13e7c,evaluate.py,,,#,15

Before Change

                if not isinstance(batch[key], list):
                    batch[key] = Variable(batch[key].cuda(), volatile=True)

        enc_out = encoder(batch["img_feat"], batch["ques_fwd"], batch["hist"])
        dec_out = decoder(enc_out, batch["opt"])
        scores = dec_out.data
        gt_pos = batch["ans_ind"].data.view(-1, 1)
        gt_score = scores.gather(1, gt_pos)
        ranks = scores.gt(gt_score.expand_as(scores))
        all_ranks.append(ranks.sum(1) + 1)

After Change

                    batch[key] = Variable(batch[key].cuda(), volatile=True)

        enc_out = encoder(batch)
        scores = decoder(enc_out, batch).data
        gt_pos = batch["ans_ind"].data.view(-1, 1)
        gt_score = scores.gather(1, gt_pos)
        ranks = scores.gt(gt_score.expand_as(scores))

Instances