update rcnn

[freedenS]

• fix bugs with R18 and R34
  add BasicBlock for R18 and R34
  add STRIDE_IN_1X1, MakeStage is same with detectron2 now.

• update README.md

[wang-xinyu]

这个图片可以删掉然后提供一个下载链接吗？因为想保持repo size尽量小

[freedenS]

No problem! 😊

[JiHooooo]

Thanks for your excellent work!!!
I want to know whether the code can be run under CUDA11.1?
It looks like that the folder [thrust/system/cuda/detail/cub/device/] has been deleted in CUDA11.1.

[freedenS]

@JiHooooo we just use cub library, maybe you can find it in cuda-11.1/include/cub
if not, you can also download from https:/NVIDIA/cub

[Dorozhko-Anton]

@freedenS to build rcnn with CUDA 11 I had to modify the following files

 modified:   ../BatchedNms.cu
 modified:   ../PredictorDecode.cu
        modified:   ../RpnDecode.cu
        modified:   ../RpnNms.cu

1. change CMakeLists.txt

include_directories(/usr/local/cuda/include/cub)

2. I changed the includes

//#include <thrust/system/cuda/detail/cub/device/device_radix_sort.cuh>
#include <cub/device/device_radix_sort.cuh>

3. Then I had to change thrust::cuda_cub::cub:: to cub::

[freedenS]

@freedenS to build rcnn with CUDA 11 I had to modify the following files

 modified:   ../BatchedNms.cu
 modified:   ../PredictorDecode.cu
        modified:   ../RpnDecode.cu
        modified:   ../RpnNms.cu

1. change CMakeLists.txt

include_directories(/usr/local/cuda/include/cub)

1. I changed the includes

//#include <thrust/system/cuda/detail/cub/device/device_radix_sort.cuh>
#include <cub/device/device_radix_sort.cuh>

1. Then I had to change thrust::cuda_cub::cub:: to cub::

yes, that's it!