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four ways to compare the speed of roi pooling in pytorch

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use_cuda: True, has_backward: True
method0: 0.0344547653198242, batch_size: 1, size: 50, num_rois: 300
method1: 0.1322056961059570, batch_size: 1, size: 50, num_rois: 300
method2: 0.1307379817962646, batch_size: 1, size: 50, num_rois: 300
method3: 0.2016681671142578, batch_size: 1, size: 50, num_rois: 300

# Referenc: https://github.com/blackyang/compare_roi_pooling_speed
# see also: http://www.cnblogs.com/king-lps/p/9026798.html

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