output path: output/zeronlg-4langs-mt/evaluations_translate/zh-fr
Creating model from output/zeronlg-4langs-mt/
Evaluation settings: {'num_beams': 3, 'max_length': 128, 'min_length': 5, 'repetition_penalty': 1.0}
Loading source sentences (zh) from data/annotations/flickr30k/zh-fr/test.zh
Loading target sentences (fr) from data/annotations/flickr30k/zh-fr/test.fr
Save translation results to output/zeronlg-4langs-mt/evaluations_translate/zh-fr/test_translations_zh-fr.json
Save scores to output/zeronlg-4langs-mt/evaluations_translate/zh-fr/test_scores_zh-fr.json
[test] [zh -> fr] BLEU 5.165307323190847
Loading source sentences (fr) from data/annotations/flickr30k/zh-fr/test.fr
Loading target sentences (zh) from data/annotations/flickr30k/zh-fr/test.zh
Save translation results to output/zeronlg-4langs-mt/evaluations_translate/zh-fr/test_translations_fr-zh.json
Save scores to output/zeronlg-4langs-mt/evaluations_translate/zh-fr/test_scores_fr-zh.json
[test] [fr -> zh] BLEU 16.222265756873945