Switch ops from mmdet to mmcv

.gitlab-ci.yml

@@ -28,7 +28,7 @@ linting:
   script:
     - echo "Start building..."
     - pip install -q "git+https://github.com/open-mmlab/cocoapi.git#subdirectory=pycocotools"
-    - pip install -q git+https://github.com/open-mmlab/mmcv.git@v0.6.2
+    - pip install -q pip install mmcv==1.0rc0+torch1.3.0+cu101 -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html
     - pip install -q git+https://github.com/open-mmlab/mmdetection.git
     - python -c "import mmdet; print(mmdet.__version__)"
     - pip install -e .[all]

mmdet3d/ops/__init__.py

-from mmdet.ops import (RoIAlign, SigmoidFocalLoss, get_compiler_version,
-                       get_compiling_cuda_version, nms, roi_align,
-                       sigmoid_focal_loss)
+from mmcv.ops import (RoIAlign, SigmoidFocalLoss, nms, roi_align,
+                      sigmoid_focal_loss)
+
 from .ball_query import ball_query
 from .furthest_point_sample import furthest_point_sample
 from .gather_points import gather_points
@@ -13,6 +13,7 @@ from .roiaware_pool3d import (RoIAwarePool3d, points_in_boxes_batch,
                               points_in_boxes_cpu, points_in_boxes_gpu)
 from .sparse_block import (SparseBasicBlock, SparseBottleneck,
                            make_sparse_convmodule)
+from .utils import get_compiler_version, get_compiling_cuda_version
 from .voxel import DynamicScatter, Voxelization, dynamic_scatter, voxelization
 
 __all__ = [
@@ -25,5 +26,6 @@ __all__ = [
     'make_sparse_convmodule', 'ball_query', 'furthest_point_sample',
     'three_interpolate', 'three_nn', 'gather_points', 'grouping_operation',
     'group_points', 'GroupAll', 'QueryAndGroup', 'PointSAModule',
-    'PointSAModuleMSG', 'PointFPModule', 'points_in_boxes_batch'
+    'PointSAModuleMSG', 'PointFPModule', 'points_in_boxes_batch',
+    'get_compiler_version', 'get_compiling_cuda_version'
 ]

mmdet3d/ops/utils/__init__.py

+# from . import compiling_info
+from .compiling_info import get_compiler_version, get_compiling_cuda_version
+
+__all__ = ['get_compiler_version', 'get_compiling_cuda_version']

mmdet3d/ops/utils/src/compiling_info.cpp

+// modified from
+// https://github.com/facebookresearch/detectron2/blob/master/detectron2/layers/csrc/vision.cpp
+#include <torch/extension.h>
+
+#ifdef WITH_CUDA
+#include <cuda_runtime_api.h>
+int get_cudart_version() { return CUDART_VERSION; }
+#endif
+
+std::string get_compiling_cuda_version() {
+#ifdef WITH_CUDA
+  std::ostringstream oss;
+
+  // copied from
+  // https://github.com/pytorch/pytorch/blob/master/aten/src/ATen/cuda/detail/CUDAHooks.cpp#L231
+  auto printCudaStyleVersion = [&](int v) {
+    oss << (v / 1000) << "." << (v / 10 % 100);
+    if (v % 10 != 0) {
+      oss << "." << (v % 10);
+    }
+  };
+  printCudaStyleVersion(get_cudart_version());
+  return oss.str();
+#else
+  return std::string("not available");
+#endif
+}
+
+// similar to
+// https://github.com/pytorch/pytorch/blob/master/aten/src/ATen/Version.cpp
+std::string get_compiler_version() {
+  std::ostringstream ss;
+#if defined(__GNUC__)
+#ifndef __clang__
+  { ss << "GCC " << __GNUC__ << "." << __GNUC_MINOR__; }
+#endif
+#endif
+
+#if defined(__clang_major__)
+  {
+    ss << "clang " << __clang_major__ << "." << __clang_minor__ << "."
+       << __clang_patchlevel__;
+  }
+#endif
+
+#if defined(_MSC_VER)
+  { ss << "MSVC " << _MSC_FULL_VER; }
+#endif
+  return ss.str();
+}
+
+PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) {
+  m.def("get_compiler_version", &get_compiler_version, "get_compiler_version");
+  m.def("get_compiling_cuda_version", &get_compiling_cuda_version,
+        "get_compiling_cuda_version");
+}

mmdet3d/utils/collect_env.py

@@ -54,7 +54,7 @@ def collect_env():
     env_info['MMCV'] = mmcv.__version__
     env_info['MMDetection'] = mmdet.__version__
     env_info['MMDetection3D'] = mmdet3d.__version__
-    from mmdet.ops import get_compiler_version, get_compiling_cuda_version
+    from mmdet3d.ops import get_compiler_version, get_compiling_cuda_version
     env_info['MMDetection3D Compiler'] = get_compiler_version()
     env_info['MMDetection3D CUDA Compiler'] = get_compiling_cuda_version()
     return env_info

setup.py

@@ -225,6 +225,10 @@ if __name__ == '__main__':
             'optional': parse_requirements('requirements/optional.txt'),
         },
         ext_modules=[
+            make_cuda_ext(
+                name='compiling_info',
+                module='mmdet.ops.utils',
+                sources=['src/compiling_info.cpp']),
             make_cuda_ext(
                 name='sparse_conv_ext',
                 module='mmdet3d.ops.spconv',

tools/data_converter/create_gt_database.py

@@ -2,6 +2,7 @@ import mmcv
 import numpy as np
 import pickle
 from mmcv import track_iter_progress
+from mmcv.ops import roi_align
 from os import path as osp
 from pycocotools import mask as maskUtils
 from pycocotools.coco import COCO
@@ -9,7 +10,6 @@ from pycocotools.coco import COCO
 from mmdet3d.core.bbox import box_np_ops as box_np_ops
 from mmdet3d.datasets import build_dataset
 from mmdet.core.evaluation.bbox_overlaps import bbox_overlaps
-from mmdet.ops import roi_align
 
 
 def _poly2mask(mask_ann, img_h, img_w):