Spconv: 稀疏卷积的实现 github链接:GitHub - traveller59/spconv: Spatial Sparse Convolution Library Introduction spconv提供了高效的稀疏卷积的实现。 Installation 可以根需要安装cpu版本或cuda版本。 比如安装cuda113版本的spconv: pip install spconv-cu113 Method Dense Convolution 当输入的数据是saprse data(结...
Spatial Sparse Convolution in PyTorch. Contribute to AbangLZU/spconv development by creating an account on GitHub.
git clone https://github.com/FindDefinition/cumm,cd ./cumm,pip install -e . git clone https://github.com/traveller59/spconv,cd ./spconv,pip install -e . in python,import spconvand wait for build finish. You need to rebuildcummfirst if you are build along a CUDA version that not ...
Spatial Sparse Convolution in PyTorch. Contribute to cmpute/spconv development by creating an account on GitHub.
My test code is as follows: import torch import torch.nn as nn import time import spconv.pytorch as spconv x = torch.zeros(64, 16, 124, 124, dtype=torch.float16).cuda() for i in range(10): x[0 , 0, i, 0]=1 x1 =x.to(dtype=torch.float32) c...
git clone https://github.com/traveller59/spconv, cd ./spconv, pip install -e . in python, import spconv and wait for build finish.Build wheel from source (not recommend, this is done in CI.)You need to rebuild cumm first if you are build along a CUDA version that not provided in...
Spatial Sparse Convolution Library. Contribute to nagisa-koyama/spconv development by creating an account on GitHub.
git clone https://github.com/traveller59/spconv,cd ./spconv,pip install -e . in python,import spconvand wait for build finish. Build wheel from source (not recommend, this is done in CI.) You need to rebuildcummfirst if you are build along a CUDA version that not provided in prebu...
GitHub - traveller59/spconv: Spatial Sparse Convolution in PyTorchgithub.com/traveller59/spconv 是3D激光点云目标检测中广泛使用的3D卷积模块。当时在重庆大学的读研,在自动驾驶公司TrunkTech主线科技实习的Yan Yan在2018年的SECOND论文中提出的SpConv,极大提高了3D激光点云目标检测的精度和效率。
Spatial Sparse Convolution in PyTorch. Contribute to collector-m/spconv development by creating an account on GitHub.