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szrxiao/FasterRCNNPerf.Md

Last active June 4, 2017 21:36
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Faster-RCNN Training Perf
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FasterRCNNPerf.Md

VOC20 Resnet10

Avg 0.174921s per iteration
Overlap_threshold=0.3, overall(12032 objs), MAP=0.670017
Overlap_threshold=0.4, overall(12032 objs), MAP=0.625412
Overlap_threshold=0.5, overall(12032 objs), MAP=0.544122

VOC20 Resnet10-bn

Avg 0.147702s per iteration
Overlap_threshold=0.3, overall(12032 objs), MAP=0.398297
Overlap_threshold=0.4, overall(12032 objs), MAP=0.342526
Overlap_threshold=0.5, overall(12032 objs), MAP=0.257104

VOC20 Resnet34

Avg 0.3867s per iteration
Overlap_threshold=0.3, overall(12032 objs), MAP=0.768822
Overlap_threshold=0.4, overall(12032 objs), MAP=0.748104
Overlap_threshold=0.5, overall(12032 objs), MAP=0.697234

VOC20 Resnet34 bn

Avg 0.283581s per iteration
Overlap_threshold=0.3, overall(12032 objs), MAP=0.737574
Overlap_threshold=0.4, overall(12032 objs), MAP=0.712632
Overlap_threshold=0.5, overall(12032 objs), MAP=0.666356

VOC20 ZF

Avg 0.13379s per iteration
Overlap_threshold=0.3, overall(12032 objs), MAP=0.689234
Overlap_threshold=0.4, overall(12032 objs), MAP=0.664041
Overlap_threshold=0.5, overall(12032 objs), MAP=0.609016

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