From f080ccbe423aa3c5bf83a7f2752bdf5d5145a375 Mon Sep 17 00:00:00 2001 From: Cao Yuhang <yhcao6@gmail.com> Date: Tue, 25 Jun 2019 21:07:23 +0800 Subject: [PATCH] Add grid rcnn benchmark (#864) * add grid benchmark * minor update to readme --- configs/grid_rcnn/README.md | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/configs/grid_rcnn/README.md b/configs/grid_rcnn/README.md index 4ccfc1a..97d8c47 100644 --- a/configs/grid_rcnn/README.md +++ b/configs/grid_rcnn/README.md @@ -22,12 +22,11 @@ | Backbone | Lr schd | Mem (GB) | Train time (s/iter) | Inf time (fps) | box AP | Download | |:-----------:|:-------:|:--------:|:-------------------:|:--------------:|:------:|:--------:| -| R-50 | 2x | 4.8 | | | 40.3 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/grid_rcnn/grid_rcnn_gn_head_r50_fpn_2x_20190619-5b29cf9d.pth) | -| R-101 | 2x | 6.7 | | | 41.7 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/grid_rcnn/grid_rcnn_gn_head_r101_fpn_2x_20190619-a4b61645.pth) | -| X-101-32x4d | 2x | 8.0 | | | 43.0 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/grid_rcnn/grid_rcnn_gn_head_x101_32x4d_fpn_2x_20190619-0bbfd87a.pth) | -| X-101-64x4d | 2x | 10.9 | | | 43.1 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/grid_rcnn/grid_rcnn_gn_head_x101_64x4d_fpn_2x_20190619-8f4e20bb.pth) | +| R-50 | 2x | 4.8 | 1.172 | 10.9 | 40.3 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/grid_rcnn/grid_rcnn_gn_head_r50_fpn_2x_20190619-5b29cf9d.pth) | +| R-101 | 2x | 6.7 | 1.214 | 10.0 | 41.7 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/grid_rcnn/grid_rcnn_gn_head_r101_fpn_2x_20190619-a4b61645.pth) | +| X-101-32x4d | 2x | 8.0 | 1.335 | 8.5 | 43.0 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/grid_rcnn/grid_rcnn_gn_head_x101_32x4d_fpn_2x_20190619-0bbfd87a.pth) | +| X-101-64x4d | 2x | 10.9 | 1.753 | 6.4 | 43.1 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmdetection/models/grid_rcnn/grid_rcnn_gn_head_x101_64x4d_fpn_2x_20190619-8f4e20bb.pth) | **Notes:** - All models are trained with 8 GPUs instead of 32 GPUs in the original paper. - The warming up lasts for 1 epoch and `2x` here indicates 25 epochs. -- The training speed is about 3 times slower than Faster R-CNN. -- GitLab