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'xxxxxxxxxxxx' part of 'COCO_val2014_xxxxxxxxxxxx.jpg' is an image id. The ids are identical in 2014 set and 2017 set.

With the batch size of 2 and 8 V100 GPUs, it approximately takes about 38 hours for HICO-DET and 8 hours for V-COCO.