From 8c03f89d62c92d64a9885f58c327f11cad273cfd Mon Sep 17 00:00:00 2001 From: Kin Date: Tue, 18 Feb 2025 11:13:52 +0100 Subject: [PATCH 1/5] chore(src): delete all src and update README to OpenSceneFlow. * update submodule * a general codebase to update all codes at once. --- .gitmodules | 3 + Dockerfile | 43 - OpenSceneFlow | 1 + README.md | 66 +- assets/README.md | 78 -- assets/cuda/README.md | 21 - assets/cuda/chamfer3D/README.md | 155 ---- assets/cuda/chamfer3D/__init__.py | 117 --- assets/cuda/chamfer3D/chamfer3D.cu | 148 --- assets/cuda/chamfer3D/chamfer3D_cuda.cpp | 35 - assets/cuda/chamfer3D/setup.py | 15 - assets/cuda/mmcv/README.md | 4 - assets/cuda/mmcv/__init__.py | 8 - assets/cuda/mmcv/common_cuda_helper.hpp | 120 --- assets/cuda/mmcv/cudabind.cpp | 104 --- assets/cuda/mmcv/pybind.cpp | 50 - assets/cuda/mmcv/pytorch_cpp_helper.hpp | 27 - assets/cuda/mmcv/pytorch_cuda_helper.hpp | 20 - assets/cuda/mmcv/pytorch_device_registry.hpp | 141 --- assets/cuda/mmcv/scatter_points.cpp | 53 -- assets/cuda/mmcv/scatter_points.py | 154 ---- assets/cuda/mmcv/scatter_points_cuda.cu | 132 --- .../cuda/mmcv/scatter_points_cuda_kernel.cuh | 187 ---- assets/cuda/mmcv/setup.py | 52 -- assets/cuda/mmcv/voxelization.cpp | 74 -- assets/cuda/mmcv/voxelization_cuda.cu | 286 ------ assets/cuda/mmcv/voxelization_cuda_kernel.cuh | 216 ----- assets/cuda/mmcv/voxelize.py | 189 ---- assets/docs/index_eval_v2.pkl | Bin 147342 -> 0 bytes assets/tests/README.md | 42 - assets/tests/chamferdis_speed_test.py | 128 --- assets/tests/hdbscan_speed.py | 99 -- assets/tests/test_pc0.npy | Bin 1410240 -> 0 bytes assets/tests/test_pc1.npy | Bin 1409744 -> 0 bytes assets/view/av2.json | 19 - conf/config.yaml | 42 - conf/eval.yaml | 19 - conf/hydra/default.yaml | 2 - conf/model/deflow.yaml | 10 - conf/model/fastflow3d.yaml | 8 - conf/save.yaml | 13 - dataprocess/README.md | 153 --- dataprocess/extract_av2.py | 293 ------ dataprocess/extract_nus.py | 0 dataprocess/extract_waymo.py | 425 --------- dataprocess/misc_data.py | 91 -- environment.yaml | 40 - envprocess.yaml | 29 - eval.py | 66 -- logs/.gitkeep | 0 process.py | 153 --- save.py | 58 -- src/dataset.py | 217 ----- src/lossfuncs.py | 157 ---- src/models/__init__.py | 2 - src/models/basic/__init__.py | 35 - src/models/basic/decoder.py | 220 ----- src/models/basic/encoder.py | 588 ------------ src/models/basic/nsfp_module.py | 295 ------ src/models/basic/unet.py | 101 -- src/models/deflow.py | 113 --- src/models/fastflow3d.py | 133 --- src/trainer.py | 314 ------- src/utils/__init__.py | 10 - src/utils/av2_eval.py | 871 ------------------ src/utils/eval_metric.py | 272 ------ src/utils/mics.py | 344 ------- src/utils/o3d_view.py | 145 --- tools/README.md | 36 - tools/visualization.py | 118 --- tools/write4conf.py | 23 - tools/zerof2ours.py | 30 - train.py | 146 --- 73 files changed, 15 insertions(+), 8344 deletions(-) create mode 100644 .gitmodules delete mode 100644 Dockerfile create mode 160000 OpenSceneFlow delete mode 100644 assets/README.md delete mode 100644 assets/cuda/README.md delete mode 100644 assets/cuda/chamfer3D/README.md delete mode 100644 assets/cuda/chamfer3D/__init__.py delete mode 100644 assets/cuda/chamfer3D/chamfer3D.cu delete mode 100644 assets/cuda/chamfer3D/chamfer3D_cuda.cpp delete mode 100755 assets/cuda/chamfer3D/setup.py delete mode 100644 assets/cuda/mmcv/README.md delete mode 100755 assets/cuda/mmcv/__init__.py delete mode 100644 assets/cuda/mmcv/common_cuda_helper.hpp delete mode 100644 assets/cuda/mmcv/cudabind.cpp delete mode 100644 assets/cuda/mmcv/pybind.cpp delete mode 100644 assets/cuda/mmcv/pytorch_cpp_helper.hpp delete mode 100644 assets/cuda/mmcv/pytorch_cuda_helper.hpp delete mode 100644 assets/cuda/mmcv/pytorch_device_registry.hpp delete mode 100644 assets/cuda/mmcv/scatter_points.cpp delete mode 100644 assets/cuda/mmcv/scatter_points.py delete mode 100644 assets/cuda/mmcv/scatter_points_cuda.cu delete mode 100644 assets/cuda/mmcv/scatter_points_cuda_kernel.cuh delete mode 100644 assets/cuda/mmcv/setup.py delete mode 100644 assets/cuda/mmcv/voxelization.cpp delete mode 100644 assets/cuda/mmcv/voxelization_cuda.cu delete mode 100644 assets/cuda/mmcv/voxelization_cuda_kernel.cuh delete mode 100644 assets/cuda/mmcv/voxelize.py delete mode 100644 assets/docs/index_eval_v2.pkl delete mode 100644 assets/tests/README.md delete mode 100644 assets/tests/chamferdis_speed_test.py delete mode 100644 assets/tests/hdbscan_speed.py delete mode 100644 assets/tests/test_pc0.npy delete mode 100644 assets/tests/test_pc1.npy delete mode 100644 assets/view/av2.json delete mode 100644 conf/config.yaml delete mode 100644 conf/eval.yaml delete mode 100644 conf/hydra/default.yaml delete mode 100644 conf/model/deflow.yaml delete mode 100644 conf/model/fastflow3d.yaml delete mode 100644 conf/save.yaml delete mode 100644 dataprocess/README.md delete mode 100644 dataprocess/extract_av2.py delete mode 100644 dataprocess/extract_nus.py delete mode 100644 dataprocess/extract_waymo.py delete mode 100644 dataprocess/misc_data.py delete mode 100644 environment.yaml delete mode 100644 envprocess.yaml delete mode 100644 eval.py delete mode 100644 logs/.gitkeep delete mode 100644 process.py delete mode 100644 save.py delete mode 100644 src/dataset.py delete mode 100644 src/lossfuncs.py delete mode 100644 src/models/__init__.py delete mode 100644 src/models/basic/__init__.py delete mode 100644 src/models/basic/decoder.py delete mode 100644 src/models/basic/encoder.py delete mode 100644 src/models/basic/nsfp_module.py delete mode 100644 src/models/basic/unet.py delete mode 100644 src/models/deflow.py delete mode 100644 src/models/fastflow3d.py delete mode 100644 src/trainer.py delete mode 100644 src/utils/__init__.py delete mode 100644 src/utils/av2_eval.py delete mode 100644 src/utils/eval_metric.py delete mode 100644 src/utils/mics.py delete mode 100644 src/utils/o3d_view.py delete mode 100644 tools/README.md delete mode 100644 tools/visualization.py delete mode 100644 tools/write4conf.py delete mode 100644 tools/zerof2ours.py delete mode 100644 train.py diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 0000000..0bd27a2 --- /dev/null +++ b/.gitmodules @@ -0,0 +1,3 @@ +[submodule "OpenSceneFlow"] + path = OpenSceneFlow + url = https://github.com/KTH-RPL/OpenSceneFlow.git diff --git a/Dockerfile b/Dockerfile deleted file mode 100644 index b80f234..0000000 --- a/Dockerfile +++ /dev/null @@ -1,43 +0,0 @@ -# check more: https://hub.docker.com/r/nvidia/cuda -FROM nvidia/cuda:11.7.1-devel-ubuntu20.04 -ENV DEBIAN_FRONTEND noninteractive - -RUN apt update && apt install -y --no-install-recommends \ - git curl vim rsync htop - -RUN curl -o ~/miniconda.sh -LO https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh && \ - chmod +x ~/miniconda.sh && \ - ~/miniconda.sh -b -p /opt/conda && \ - rm ~/miniconda.sh && \ - /opt/conda/bin/conda clean -ya && /opt/conda/bin/conda init bash - -RUN curl -o ~/mamba.sh -LO https://github.com/conda-forge/miniforge/releases/latest/download/Mambaforge-Linux-x86_64.sh && \ - chmod +x ~/mamba.sh && \ - ~/mamba.sh -b -p /opt/mambaforge && \ - rm ~/mamba.sh && /opt/mambaforge/bin/mamba init bash - -# install zsh and oh-my-zsh -RUN apt install -y wget git zsh tmux vim g++ -RUN sh -c "$(wget -O- https://github.com/deluan/zsh-in-docker/releases/download/v1.1.5/zsh-in-docker.sh)" -- \ - -t robbyrussell -p git \ - -p https://github.com/agkozak/zsh-z \ - -p https://github.com/zsh-users/zsh-autosuggestions \ - -p https://github.com/zsh-users/zsh-completions \ - -p https://github.com/zsh-users/zsh-syntax-highlighting - -RUN printf "y\ny\ny\n\n" | bash -c "$(curl -fsSL https://raw.githubusercontent.com/Kin-Zhang/Kin-Zhang/main/scripts/setup_ohmyzsh.sh)" -RUN /opt/conda/bin/conda init zsh && /opt/mambaforge/bin/mamba init zsh - -# change to conda env -ENV PATH /opt/conda/bin:$PATH -ENV PATH /opt/mambaforge/bin:$PATH - -RUN mkdir -p /home/kin/workspace && cd /home/kin/workspace && git clone https://github.com/KTH-RPL/SeFlow.git -WORKDIR /home/kin/workspace/SeFlow -RUN apt-get update && apt-get install libgl1 -y -# need read the gpu device info to compile the cuda extension -RUN cd /home/kin/workspace/SeFlow && /opt/mambaforge/bin/mamba env create -f environment.yaml -RUN cd /home/kin/workspace/SeFlow/assets/cuda/mmcv && /opt/mambaforge/envs/seflow/bin/python ./setup.py install -RUN cd /home/kin/workspace/SeFlow/assets/cuda/chamfer3D && /opt/mambaforge/envs/seflow/bin/python ./setup.py install - - diff --git a/OpenSceneFlow b/OpenSceneFlow new file mode 160000 index 0000000..9c465a2 --- /dev/null +++ b/OpenSceneFlow @@ -0,0 +1 @@ +Subproject commit 9c465a293f5946a1798fc1e2c5ae6ab1995fabe6 diff --git a/README.md b/README.md index d2fa38d..97a4c00 100644 --- a/README.md +++ b/README.md @@ -8,70 +8,36 @@ SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving ![](assets/docs/seflow_arch.png) -2024/11/18 16:17: Update model and demo data download link through HuggingFace, Personally I found `wget` from HuggingFace link is much faster than Zenodo. - -2024/09/26 16:24: All codes already uploaded and tested. You can to try training directly by downloading (through [HuggingFace](https://huggingface.co/kin-zhang/OpenSceneFlow)/[Zenodo](https://zenodo.org/records/13744999)) demo data or pretrained weight for evaluation. - -Pre-trained weights for models are available in [Zenodo](https://zenodo.org/records/13744999)/[HuggingFace](https://huggingface.co/kin-zhang/OpenSceneFlow) link. Check usage in [2. Evaluation](#2-evaluation) or [3. Visualization](#3-visualization). - Task: __Self-Supervised__ Scene Flow Estimation in Autonomous Driving. No human-label needed. Real-time inference (15-20Hz in RTX3090). -We directly follow our previous work [code structure](https://github.com/KTH-RPL/DeFlow), so you may want to start from the easier one with supervised learning first: Try [DeFlow](https://github.com/KTH-RPL/DeFlow). Then you will find this is simple to you (things about how to train under self-supervised). Here are **Scripts** quick view in this repo: - -- `dataprocess/extract_*.py` : pre-process data before training to speed up the whole training time. - [Dataset we included now: Argoverse 2 and Waymo. more on the way: Nuscenes, custom data.] - -- `process.py`: process data with save dufomap, cluster labels inside file. Only needed once for training. - -- `train.py`: Train the model and get model checkpoints. Pls remember to check the config. - -- `eval.py` : Evaluate the model on the validation/test set. And also output the zip file to upload to online leaderboard. - -- `save.py` : Will save result into h5py file, using [tool/visualization.py] to show results with interactive window. - -
🎁 One repository, All methods! - -You can try following methods in our code without any effort to make your own benchmark. +📜 2025/02/18: Merging all scene flow code to a codebase to update one general repo only. This repo still saved SeFlow README and [cluster slurm files](assets/slurm). -- [x] [SeFlow](https://arxiv.org/abs/2407.01702) (Ours 🚀): ECCV 2024 -- [x] [DeFlow](https://arxiv.org/abs/2401.16122) (Ours 🚀): ICRA 2024 -- [x] [FastFlow3d](https://arxiv.org/abs/2103.01306): RA-L 2021 -- [x] [ZeroFlow](https://arxiv.org/abs/2305.10424): ICLR 2024, their pre-trained weight can covert into our format easily through [the script](tools/zerof2ours.py). -- [ ] [NSFP](https://arxiv.org/abs/2111.01253): NeurIPS 2021, faster 3x than original version because of [our CUDA speed up](assets/cuda/README.md), same (slightly better) performance. Done coding, public after review. -- [ ] [FastNSF](https://arxiv.org/abs/2304.09121): ICCV 2023. Done coding, public after review. - -- [ ] ... more on the way +2024/11/18 16:17: Update model and demo data download link through HuggingFace, Personally I found `wget` from HuggingFace link is much faster than Zenodo. -
+2024/09/26 16:24: All codes already uploaded and tested. You can to try training directly by downloading (through [HuggingFace](https://huggingface.co/kin-zhang/OpenSceneFlow)/[Zenodo](https://zenodo.org/records/13744999)) demo data or pretrained weight for evaluation. -💡: Want to learn how to add your own network in this structure? Check [Contribute](assets/README.md#contribute) section and know more about the code. Fee free to pull request! +Pre-trained weights for models are available in [Zenodo](https://zenodo.org/records/13744999)/[HuggingFace](https://huggingface.co/kin-zhang/OpenSceneFlow) link. Check usage in [2. Evaluation](#2-evaluation) or [3. Visualization](#3-visualization). ## 0. Setup -**Environment**: Same to [DeFlow](https://github.com/KTH-RPL/DeFlow). And even lighter here with extracting mmcv module we needed into cuda assets. +**Environment**: Clone the repo and build the environment, check [detail installation](https://github.com/KTH-RPL/OpenSceneFlow/assets/README.md) for more information. [Conda](https://docs.conda.io/projects/miniconda/en/latest/)/[Mamba](https://github.com/mamba-org/mamba) is recommended. + ```bash -git clone --recursive https://github.com/KTH-RPL/SeFlow.git -cd SeFlow && mamba env create -f environment.yaml +git clone --recursive https://github.com/KTH-RPL/OpenSceneFlow.git +cd OpenSceneFlow +mamba env create -f environment.yaml ``` CUDA package (need install nvcc compiler), the compile time is around 1-5 minutes: ```bash -mamba activate seflow +mamba activate opensf # CUDA already install in python environment. I also tested others version like 11.3, 11.4, 11.7, 11.8 all works cd assets/cuda/mmcv && python ./setup.py install && cd ../../.. cd assets/cuda/chamfer3D && python ./setup.py install && cd ../../.. ``` -Or you always can choose [Docker](https://en.wikipedia.org/wiki/Docker_(software)) which isolated environment and free yourself from installation, you can pull it by. -If you have different arch, please build it by yourself `cd SeFlow && docker build -t zhangkin/seflow` by going through [build-docker-image](https://github.com/KTH-RPL/DeFlow/blob/main/assets/README.md/#build-docker-image) section. -```bash -# option 1: pull from docker hub -docker pull zhangkin/seflow - -# run container -docker run -it --gpus all -v /dev/shm:/dev/shm -v /home/kin/data:/home/kin/data --name seflow zhangkin/seflow /bin/zsh -``` +Or another environment setup choice is [Docker](https://en.wikipedia.org/wiki/Docker_(software)) which isolated environment, check more information in [OpenSceneFlow/assets/README.md](https://github.com/KTH-RPL/OpenSceneFlow/assets/README.md#docker-environment). ## 1. Run & Train @@ -87,16 +53,6 @@ wget https://huggingface.co/kin-zhang/OpenSceneFlow/resolve/main/demo_data.zip unzip demo_data.zip -p /home/kin/data/av2 ``` -#### Prepare raw data - -Checking more information (step for downloading raw data, storage size, #frame etc) in [dataprocess/README.md](dataprocess/README.md). Extract all data to unified `.h5` format. -[Runtime: Normally need 45 mins finished run following commands totally in setup mentioned in our paper] -```bash -python dataprocess/extract_av2.py --av2_type sensor --data_mode train --argo_dir /home/kin/data/av2 --output_dir /home/kin/data/av2/preprocess_v2 -python dataprocess/extract_av2.py --av2_type sensor --data_mode val --mask_dir /home/kin/data/av2/3d_scene_flow -python dataprocess/extract_av2.py --av2_type sensor --data_mode test --mask_dir /home/kin/data/av2/3d_scene_flow -``` - #### Process train data Process train data for self-supervised learning. Only training data needs this step. [Runtime: Normally need 15 hours for my desktop, 3 hours for the cluster with five available nodes parallel running.] diff --git a/assets/README.md b/assets/README.md deleted file mode 100644 index 07cc3cd..0000000 --- a/assets/README.md +++ /dev/null @@ -1,78 +0,0 @@ -SeFlow Assets ---- - -There are two ways to setup the environment: conda in your desktop and docker container isolate environment. - -## Docker - -Docker installation check [DeFlow Assets](https://github.com/KTH-RPL/DeFlow/blob/main/assets/README.md#docker-environment). Then you can build and run the container by: - -```bash -cd SeFlow -docker build -t zhangkin/seflow . - -docker run -it --gpus all -v /dev/shm:/dev/shm -v /home/kin/data:/home/kin/data --name seflow zhangkin/seflow /bin/zsh -``` - -## Installation - -We will use conda to manage the environment with mamba for faster package installation. - -### System -Install conda with mamba for package management and for faster package installation: -```bash -curl -L -O "https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh" -bash Miniforge3-$(uname)-$(uname -m).sh -``` - -### Environment - -Create base env: [~5 mins] - -```bash -git clone https://github.com/KTH-RPL/SeFlow.git -mamba env create -f assets/environment.yml -``` - -CUDA package (nvcc compiler already installed through conda), the compile time is around 1-5 minutes: -```bash -mamba activate seflow -cd assets/cuda/mmcv && python ./setup.py install && cd ../../.. -cd assets/cuda/chamfer3D && python ./setup.py install && cd ../../.. -``` - - -Checking important packages in our environment now: -```bash -mamba activate seflow -python -c "import torch; print(torch.__version__); print(torch.cuda.is_available()); print(torch.version.cuda)" -python -c "import lightning.pytorch as pl; print(pl.__version__)" -python -c "from assets.cuda.mmcv import Voxelization, DynamicScatter;print('successfully import on our lite mmcv package')" -python -c "from assets.cuda.chamfer3D import nnChamferDis;print('successfully import on our chamfer3D package')" -``` - - -### Other issues - -1. looks like open3d and fire package conflict, not sure - - need install package like `pip install --ignore-installed`, ref: [pip cannot install distutils installed project](https://stackoverflow.com/questions/53807511/pip-cannot-uninstall-package-it-is-a-distutils-installed-project), my error: `ERROR: Cannot uninstall 'blinker'.` - - need specific werkzeug version for open3d 0.16.0, otherwise error: `ImportError: cannot import name 'url_quote' from 'werkzeug.urls'`. But need update to solve the problem: `pip install --upgrade Flask` [ref](https://stackoverflow.com/questions/77213053/why-did-flask-start-failing-with-importerror-cannot-import-name-url-quote-fr) - - -2. `ImportError: libtorch_cuda.so: undefined symbol: cudaGraphInstantiateWithFlags, version libcudart.so.11.0` - The cuda version: `pytorch::pytorch-cuda` and `nvidia::cudatoolkit` need be same. [Reference link](https://github.com/pytorch/pytorch/issues/90673#issuecomment-1563799299) - - -3. In cluster have error: `pandas ImportError: /lib64/libstdc++.so.6: version 'GLIBCXX_3.4.29' not found` - Solved by `export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/proj/berzelius-2023-154/users/x_qinzh/mambaforge/lib` - - -## Contribute - -If you want to contribute to new model, here are tips you can follow: -1. Dataloader: we believe all data could be process to `.h5`, we named as different scene and inside a scene, the key of each data is timestamp. Check [dataprocess/README.md](../dataprocess/README.md#process) for more details. -2. Model: All model files can be found [here: src/models](../src/models). You can view deflow and fastflow3d to know how to implement a new model. Don't forget to add to the `__init__.py` [file to import class](../src/models/__init__.py). -3. Loss: All loss files can be found [here: src/lossfuncs.py](../src/lossfuncs.py). There are three loss functions already inside the file, you can add a new one following the same pattern. -4. Training: Once you have implemented the model, you can add the model to the config file [here: conf/model](../conf/model) and train the model using the command `python train.py model=your_model_name`. One more note here may: if your res_dict from model output is different, you may need add one pattern in `def training_step` and `def validation_step`. - -All others like eval and vis will be changed according to the model you implemented as you follow the above steps. \ No newline at end of file diff --git a/assets/cuda/README.md b/assets/cuda/README.md deleted file mode 100644 index 621bcd3..0000000 --- a/assets/cuda/README.md +++ /dev/null @@ -1,21 +0,0 @@ -My CUDA library ---- - -Faster our code in CUDA. - -- chamfer3D: 3D chamfer distance within two point cloud, by Qingwen Zhang involved when she was working on SeFlow. -- mmcv: directly from mmcv, not our code. - ---- - -Quick View about CUDA speed on our chamfer3D (Faster 60x than others): - -The number of points: (pc0: 88132, pc1: 88101) - -| Function | Time (ms) | -| :---: | :---: | -| Faiss | 817.698 | -| CUDA([SCOOP](https://github.com/itailang/SCOOP/tree/master/auxiliary/ChamferDistancePytorch), Batch) | 83.275 | -| Pytorch3D | 68.256 | -| CUDA([SeFlow](https://github.com/KTH-RPL/SeFlow), SharedM) | **14.308** | -| ~~mmcv~~(chamfer2D) | 651.510 | \ No newline at end of file diff --git a/assets/cuda/chamfer3D/README.md b/assets/cuda/chamfer3D/README.md deleted file mode 100644 index abf8274..0000000 --- a/assets/cuda/chamfer3D/README.md +++ /dev/null @@ -1,155 +0,0 @@ -CUDA with Torch 初步尝试 ---- - -主要参考都是mmcv里的库 and [SCOOP](https://github.com/itailang/SCOOP/blob/master/auxiliary/ChamferDistancePytorch/chamfer3D/),只是想着仅提取这一个功能试一下,然后发现几个有意思的点 -CUDA with Torch C++ Programming, [torch official ref link](https://pytorch.org/tutorials/advanced/cpp_extension.html) - -1. `.cu` 不能被`.cpp` include,否则失去cu属性 -2. `.cpp`必须命名为`xxx_cuda.cpp` 否则torch CUDAextension不会找 -3. `.cu` 的include和平常的cuda编程有所不同:必须先include ATen然后再正常的导入 CUDA等库 [ref link](https://blog.csdn.net/weixin_39849839/article/details/125980694) - ```cpp - #include - - #include - #include - ``` - -注意要自己多写一个lib_xxx.py 内含class以方便调用,但是class内的forward函数必须有 `ctx` 参数,否则会报错 - - -## Install -```bash -# change it if you use different cuda version -export PATH=/usr/local/cuda-11.3/bin:$PATH -export LD_LIBRARY_PATH=/usr/local/cuda-11.3/lib64:$LD_LIBRARY_PATH - -cd assets/cuda/chamfer3Dlib -python ./setup.py install - -# then you will see -Installed /home/kin/mambaforge/envs/seflow/lib/python3.8/site-packages/chamfer3D-1.0.0-py3.8-linux-x86_64.egg -Processing dependencies for chamfer3D==1.0.0 -Finished processing dependencies for chamfer3D==1.0.0 - -# then run with lib_voxelize.py to see if it works -python ../chamfer_cuda.py -``` - -## ChamferDis Speed - -The number of points: (pc0: 88132, pc1: 88101) - -| Function | Time (ms) | -| :---: | :---: | -| Faiss | 817.698 | -| CUDA([SCOOP](https://github.com/itailang/SCOOP/tree/master/auxiliary/ChamferDistancePytorch), Batch) | 83.275 | -| Pytorch3D | 68.256 | -| CUDA([SeFlow](https://github.com/KTH-RPL/SeFlow), SharedM) | **14.308** | -| ~~mmcv~~(chamfer2D) | 651.510 | - -对比命令行: - -```bash -cd assets/tests -python chamferdis_speed_test.py -``` - - -Test computer and System: -- Desktop setting: i9-12900KF, GPU 3090, CUDA 11.3 -- System setting: Ubuntu 20.04, Python 3.8 - -Output Example: -``` -Output in my desktop with a 3090 GPU: ------- START Faiss Chamfer Distance Cal ------ -loss: tensor(0.1710, device='cuda:0') -Faiss Chamfer Distance Cal time: 809.593 ms - ------- START Pytorch3d Chamfer Distance Cal ------ -Pytorch3d Chamfer Distance Cal time: 68.906 ms -loss: tensor(0.1710, device='cuda:0', grad_fn=) - ------- START CUDA Chamfer Distance Cal ------ -Chamfer Distance Cal time: 1.814 ms -loss: tensor(0.1710, device='cuda:0', grad_fn=) -``` - -## Mics - - -### Note for CUDA ChamferDis - -主要是 两个月前写的 已经看不懂了;然后问题原因是因为 总是缺0.0003的精度(精度强迫症患者) -然后就以为是自己写错了 后面发现是因为block的这种并行化 线程大小的不同对CUDA的浮点运算会有所不同,所以导致精度差距是有一点的 如果介意的话 可以使用pytorch3d的版本(也就是速度慢4倍左右 从15ms 到 80ms) - -这里主要重申一遍 shared memory在这里的用法: -1. 首先我们每个点都会分开走到 `int tid = blockIdx.x * blockDim.x + threadIdx.x;` 也就是全局索引,注意这个每个点都分开了 因为pc0每个点和pc1的临近点 和 其他的pc0点无关 -2. 然后走到每个点内部 就是__shared__ 我们首先建立了 pc1的share,但是因为共享内存有限,所以每次只保存THREADS_PER_BLOCK -3. 保存 THREADS_PER_BLOCK 也是每个线程做的 我们在对比距离前 运行了 __syncthreads(); 确保 THREADS_PER_BLOCK 个点的 pc1 已经到了 -4. 接着 我们在 `num_elems` 这一部分的数据内进行对比,同步best -5. 最后传给 全局这个点的 `result` - -需要注意的是 这种极致的并行化 会对精度产生一定的影响,但是如果你感兴趣 `#define THREADS_PER_BLOCK 256` 可以调整这个,对每个block设置不同的threads 会对精度有影响(当然 影响是 在 gt: 0.1710 但cuda计算会是 0.1711 - 0.1713之间) - -以下为chatgpt: -精度差异的原因之一可能是由于在不同的线程块大小下,浮点运算的顺序发生了改变。由于浮点运算是不结合的(即(a + b) + c 可能不等于 a + (b + c)),因此改变运算的顺序可能会导致轻微的结果差异。 - -这种类型的精度变化在GPU计算中是非常常见的,特别是在使用较大的数据集和进行大量的浮点运算时。要完全消除这种差异是非常困难的,因为即使是非常微小的实现细节变化(例如改变线程块大小、更改循环的结构、甚至是不同的GPU硬件或不同的CUDA版本)都可能导致浮点运算顺序的微小变化。 - -如果需要确保结果的一致性,可以考虑以下方法: - -1. 固定线程块大小:选择一个固定的线程块大小,并始终使用它。 - -2. 双精度浮点数(Double Precision):使用double类型代替float,可以提高精度,但代价是更高的内存使用和可能的性能下降。 - -3. 数值稳定的算法:尽量使用数值稳定的算法,尽管这在GPU上实现起来可能比较复杂且效率较低。 - -4. 减少并行化程度:通过减少并行化程度来减少由于不同线程执行顺序引起的差异,但这通常会牺牲性能。 - - -复制代码部分如下: -```cpp - -for (int i = 0; i < pc1_n; i += THREADS_PER_BLOCK) { - // Copy a block of pc1 to shared memory - int pc1_idx = i + threadIdx.x; - if (pc1_idx < pc1_n) { - shared_pc1[threadIdx.x * 3 + 0] = pc1_xyz[pc1_idx * 3 + 0]; - shared_pc1[threadIdx.x * 3 + 1] = pc1_xyz[pc1_idx * 3 + 1]; - shared_pc1[threadIdx.x * 3 + 2] = pc1_xyz[pc1_idx * 3 + 2]; - } - - __syncthreads(); - - // Compute the distance between pc0[tid] and the points in shared_pc1 - // NOTE(Qingwen): since after two months I forgot what I did here, I write some notes for future me - // 0. One reason for the difference in precision may be due to the changing order of floating point operations at different thread block sizes. - // But I think it's fine we lose 0.0001 precision for speed up cal time 4x - // 1. since we use shared to store pc1, here Every BLOCK will have new shared_pc1 start from 0 - // 2. we use THREADS_PER_BLOCK to loop pc1, so we need to check if the last block is not full - // 3. Based on the CUDA document, the __syncthreads() is not necessary here, but we keep it for safety - // 4. After running once, we go for next block of pc1, and find the best in that batch - - int num_elems = min(THREADS_PER_BLOCK, pc1_n - i); - for (int j = 0; j < num_elems; j++) { - float x1 = shared_pc1[j * 3 + 0]; - float y1 = shared_pc1[j * 3 + 1]; - float z1 = shared_pc1[j * 3 + 2]; - float d = (x1 - x0) * (x1 - x0) + (y1 - y0) * (y1 - y0) + (z1 - z0) * (z1 - z0); - if (d < best) { - best = d; - best_i = j + i; - } - } - __syncthreads(); -} -``` - -## Other issues -In cluster when build cuda things, you may occur problem: -- `gcc: error trying to exec 'cc1plus': execvp: No such file or directory`, - Main reason is gcc and g++ version problem in cluster, you can try to install inside `conda` to solve that, with: `mamba install -c conda-forge gxx==9.5.0`. And the reason why I set 9.5.0 is because of the version for cuda 11.3 need inside specific version. - ```bash - RuntimeError: The current installed version of g++ (13.2.0) is greater than the maximum required version by CUDA 11.3. Please make sure to use an adequate version of g++ (>=5.0.0, <11.0). - ``` diff --git a/assets/cuda/chamfer3D/__init__.py b/assets/cuda/chamfer3D/__init__.py deleted file mode 100644 index 3aac3a5..0000000 --- a/assets/cuda/chamfer3D/__init__.py +++ /dev/null @@ -1,117 +0,0 @@ -""" -# Created: 2023-08-04 11:20 -# Copyright (C) 2023-now, RPL, KTH Royal Institute of Technology -# Author: Qingwen Zhang (https://kin-zhang.github.io/) -# -# This file is part of SeFlow (https://github.com/KTH-RPL/SeFlow). -# If you find this repo helpful, please cite the respective publication as -# listed on the above website. -# -# -# Description: ChamferDis speedup using CUDA -""" -from torch import nn -from torch.autograd import Function -import torch - -import os, time -import chamfer3D -BASE_DIR = os.path.abspath(os.path.join( os.path.dirname( __file__ ), '../..' )) - - -# GPU tensors only -class ChamferDis(Function): - @staticmethod - def forward(ctx, pc0, pc1): - # pc0: (N,3), pc1: (M,3) - dis0 = torch.zeros(pc0.shape[0]).to(pc0.device).contiguous() - dis1 = torch.zeros(pc1.shape[0]).to(pc1.device).contiguous() - - idx0 = torch.zeros(pc0.shape[0], dtype=torch.int32).to(pc0.device).contiguous() - idx1 = torch.zeros(pc1.shape[0], dtype=torch.int32).to(pc1.device).contiguous() - - - chamfer3D.forward(pc0, pc1, dis0, dis1, idx0, idx1) - ctx.save_for_backward(pc0, pc1, idx0, idx1) - return dis0, dis1, idx0, idx1 - - @staticmethod - def backward(ctx, grad_dist0, grad_dist1, grad_idx0, grad_idx1): - pc0, pc1, idx0, idx1 = ctx.saved_tensors - grad_dist0 = grad_dist0.contiguous() - grad_dist1 = grad_dist1.contiguous() - device = grad_dist1.device - - grad_pc0 = torch.zeros(pc0.size()).to(device).contiguous() - grad_pc1 = torch.zeros(pc1.size()).to(device).contiguous() - - chamfer3D.backward( - pc0, pc1, idx0, idx1, grad_dist0, grad_dist1, grad_pc0, grad_pc1 - ) - return grad_pc0, grad_pc1 - -class nnChamferDis(nn.Module): - def __init__(self, truncate_dist=True): - super(nnChamferDis, self).__init__() - self.truncate_dist = truncate_dist - - def forward(self, input0, input1, truncate_dist=-1): - input0 = input0.contiguous() - input1 = input1.contiguous() - dist0, dist1, _, _ = ChamferDis.apply(input0, input1) - - if truncate_dist<=0: - return torch.mean(dist0) + torch.mean(dist1) - - valid_mask0 = (dist0 <= truncate_dist) - valid_mask1 = (dist1 <= truncate_dist) - truncated_sum = torch.nanmean(dist0[valid_mask0]) + torch.nanmean(dist1[valid_mask1]) - return truncated_sum - - def dis_res(self, input0, input1): - input0 = input0.contiguous() - input1 = input1.contiguous() - dist0, dist1, _, _ = ChamferDis.apply(input0, input1) - return dist0, dist1 - - def truncated_dis(self, input0, input1): - # nsfp: truncated distance way is set >= 2 to 0 but not nanmean - cham_x, cham_y = self.dis_res(input0, input1) - cham_x[cham_x >= 2] = 0.0 - cham_y[cham_y >= 2] = 0.0 - return torch.mean(cham_x) + torch.mean(cham_y) - - def disid_res(self, input0, input1): - input0 = input0.contiguous() - input1 = input1.contiguous() - dist0, dist1, idx0, idx1 = ChamferDis.apply(input0, input1) - return dist0, dist1, idx0, idx1 -class NearestNeighborDis(nn.Module): - def __init__(self): - super(NearestNeighborDis, self).__init__() - - def forward(self, input0, input1): - input0 = input0.contiguous() - input1 = input1.contiguous() - dist0, dist1, _, _ = ChamferDis.apply(input0, input1) - - return torch.mean(dist0[dist0 <= 2]) - -if __name__ == "__main__": - import numpy as np - pc0 = np.load(f'{BASE_DIR}/assets/tests/test_pc0.npy') - pc1 = np.load(f'{BASE_DIR}/assets/tests/test_pc1.npy') - print('0: {:.3f}MB'.format(torch.cuda.memory_allocated()/1024**2)) - pc0 = torch.from_numpy(pc0[...,:3]).float().cuda().contiguous() - pc1 = torch.from_numpy(pc1[...,:3]).float().cuda().contiguous() - pc0.requires_grad = True - pc1.requires_grad = True - print(pc0.shape, "demo data: ", pc0[0]) - print(pc1.shape, "demo data: ", pc1[0]) - print('1: {:.3f}MB'.format(torch.cuda.memory_allocated()/1024**2)) - - start_time = time.time() - loss = nnChamferDis(truncate_dist=False)(pc0, pc1) - loss.backward() - print("loss: ", loss) - print(f"Chamfer Distance Cal time: {(time.time() - start_time)*1000:.3f} ms") \ No newline at end of file diff --git a/assets/cuda/chamfer3D/chamfer3D.cu b/assets/cuda/chamfer3D/chamfer3D.cu deleted file mode 100644 index 72af47d..0000000 --- a/assets/cuda/chamfer3D/chamfer3D.cu +++ /dev/null @@ -1,148 +0,0 @@ -/* - * Copyright (C) 2022-now, RPL, KTH Royal Institute of Technology - * @Author: Qingwen Zhang (https://kin-zhang.github.io/) - * @Date: 2023-08-03 16:55 - * @Description: Chamfer distance calculation between two point clouds with CUDA - * This file is part of SeFlow (https://github.com/KTH-RPL/SeFlow). - * If you find this repo helpful, please cite the respective publication as - * listed on the above website. - - - * Reference: Modified from SCOOP chamfer3D [https://github.com/itailang/SCOOP] - * faster 2x than the original version -*/ - -#include -#include -#include -#include - -#include -#include - -#include - -#define CUDA_1D_KERNEL_LOOP(i, n) \ - for (int i = blockIdx.x * blockDim.x + threadIdx.x; i < (n); \ - i += blockDim.x * gridDim.x) - -#define DIVUP(m, n) ((m) / (n) + ((m) % (n) > 0)) -#define THREADS_PER_BLOCK 256 - - -__global__ void NmDistanceKernel(const int pc0_n, const float *pc0_xyz, const int pc1_n, const float *pc1_xyz, float *result, int *result_i){ - int tid = blockIdx.x * blockDim.x + threadIdx.x; - - if (tid >= pc0_n) return; - - float x0 = pc0_xyz[tid * 3 + 0]; - float y0 = pc0_xyz[tid * 3 + 1]; - float z0 = pc0_xyz[tid * 3 + 2]; - - __shared__ float shared_pc1[THREADS_PER_BLOCK * 3]; - - int best_i = -1; - float best = 1e20; - - for (int i = 0; i < pc1_n; i += THREADS_PER_BLOCK) { - // Copy a block of pc1 to shared memory - int pc1_idx = i + threadIdx.x; - if (pc1_idx < pc1_n) { - shared_pc1[threadIdx.x * 3 + 0] = pc1_xyz[pc1_idx * 3 + 0]; - shared_pc1[threadIdx.x * 3 + 1] = pc1_xyz[pc1_idx * 3 + 1]; - shared_pc1[threadIdx.x * 3 + 2] = pc1_xyz[pc1_idx * 3 + 2]; - } - - __syncthreads(); - - // Compute the distance between pc0[tid] and the points in shared_pc1 - int num_elems = min(THREADS_PER_BLOCK, pc1_n - i); - for (int j = 0; j < num_elems; j++) { - float x1 = shared_pc1[j * 3 + 0]; - float y1 = shared_pc1[j * 3 + 1]; - float z1 = shared_pc1[j * 3 + 2]; - float d = (x1 - x0) * (x1 - x0) + (y1 - y0) * (y1 - y0) + (z1 - z0) * (z1 - z0); - if (d < best) { - best = d; - best_i = j + i; - } - } - - __syncthreads(); - } - - // done with this thread in tid in pc_0, save the result to global memory - atomicExch(&result[tid], best); - atomicExch(&result_i[tid], best_i); -} - -int chamfer_cuda_forward(const at::Tensor &pc0, const at::Tensor &pc1, at::Tensor &dist0, at::Tensor &dist1, at::Tensor &idx0, at::Tensor &idx1) -{ - at::cuda::CUDAGuard device_guard(pc0.device()); - cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - - const int pc0_n = pc0.size(0); - const int pc1_n = pc1.size(0); - - const int col_blocks_pc0 = DIVUP(pc0_n, THREADS_PER_BLOCK); - dim3 blocks_pc0(col_blocks_pc0); - const int col_blocks_pc1 = DIVUP(pc1_n, THREADS_PER_BLOCK); - dim3 blocks_pc1(col_blocks_pc1); - dim3 threads(THREADS_PER_BLOCK); - - NmDistanceKernel<<>>(pc0_n, pc0.data_ptr(), pc1_n, pc1.data_ptr(), dist0.data_ptr(), idx0.data_ptr()); - NmDistanceKernel<<>>(pc1_n, pc1.data_ptr(), pc0_n, pc0.data_ptr(), dist1.data_ptr(), idx1.data_ptr()); - - AT_CUDA_CHECK(cudaGetLastError()); - - return 1; -} - -__global__ void NmDistanceGradKernel(const int pc0_n, const float *pc0_xyz, const int pc1_n, const float *pc1_xyz, - const float *grad_dist0, const int *idx0, float *grad_pc0, float *grad_pc1) -{ - CUDA_1D_KERNEL_LOOP(j0, pc0_n){ - float x0 = pc0_xyz[j0 * 3 + 0]; - float y0 = pc0_xyz[j0 * 3 + 1]; - float z0 = pc0_xyz[j0 * 3 + 2]; - - int j1 = idx0[j0]; - float x1 = pc1_xyz[j1 * 3 + 0]; - float y1 = pc1_xyz[j1 * 3 + 1]; - float z1 = pc1_xyz[j1 * 3 + 2]; - - float g = grad_dist0[j0] * 2; - - atomicAdd(&grad_pc0[j0 * 3 + 0], g * (x0 - x1)); - atomicAdd(&grad_pc0[j0 * 3 + 1], g * (y0 - y1)); - atomicAdd(&grad_pc0[j0 * 3 + 2], g * (z0 - z1)); - - atomicAdd(&grad_pc1[j1 * 3 + 0], - (g * (x0 - x1))); - atomicAdd(&grad_pc1[j1 * 3 + 1], - (g * (y0 - y1))); - atomicAdd(&grad_pc1[j1 * 3 + 2], - (g * (z0 - z1))); - } -} -int chamfer_cuda_backward(const at::Tensor &pc0, const at::Tensor &pc1, - const at::Tensor &idx0, const at::Tensor &idx1, - at::Tensor &grad_dist0, at::Tensor &grad_dist1, - at::Tensor &grad_pc0, at::Tensor &grad_pc1) -{ - at::cuda::CUDAGuard device_guard(pc0.device()); - cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - - const int pc0_n = pc0.size(0); - const int pc1_n = pc1.size(0); - - const int col_blocks_pc0 = DIVUP(pc0_n, THREADS_PER_BLOCK); - dim3 blocks_pc0(col_blocks_pc0); - const int col_blocks_pc1 = DIVUP(pc1_n, THREADS_PER_BLOCK); - dim3 blocks_pc1(col_blocks_pc1); - dim3 threads(THREADS_PER_BLOCK); - - NmDistanceGradKernel<<>>(pc0_n, pc0.data_ptr(), pc1_n, pc1.data_ptr(), grad_dist0.data_ptr(), idx0.data_ptr(), grad_pc0.data_ptr(), grad_pc1.data_ptr()); - NmDistanceGradKernel<<>>(pc1_n, pc1.data_ptr(), pc0_n, pc0.data_ptr(), grad_dist1.data_ptr(), idx1.data_ptr(), grad_pc1.data_ptr(), grad_pc0.data_ptr()); - - AT_CUDA_CHECK(cudaGetLastError()); - - return 1; -} \ No newline at end of file diff --git a/assets/cuda/chamfer3D/chamfer3D_cuda.cpp b/assets/cuda/chamfer3D/chamfer3D_cuda.cpp deleted file mode 100644 index 7a89216..0000000 --- a/assets/cuda/chamfer3D/chamfer3D_cuda.cpp +++ /dev/null @@ -1,35 +0,0 @@ -/* - * Copyright (C) 2022-now, RPL, KTH Royal Institute of Technology - * @Author: Qingwen Zhang (https://kin-zhang.github.io/) - * @Date: 2023-08-03 16:55 - * @Description: Chamfer distance calculation between two point clouds with CUDA - * This file is part of SeFlow (https://github.com/KTH-RPL/SeFlow). - * If you find this repo helpful, please cite the respective publication as - * listed on the above website. - - - * Reference: Modified from SCOOP chamfer3D [https://github.com/itailang/SCOOP] - * faster 2x than the original version -*/ - -#include -#include - -int chamfer_cuda_forward( - const at::Tensor &pc0, - const at::Tensor &pc1, - at::Tensor &dist0, - at::Tensor &dist1, - at::Tensor &idx0, - at::Tensor &idx1); - -int chamfer_cuda_backward( - const at::Tensor &pc0, const at::Tensor &pc1, - const at::Tensor &idx0, const at::Tensor &idx1, - at::Tensor &grad_dist0, at::Tensor &grad_dist1, - at::Tensor &grad_pc0, at::Tensor &grad_pc1); - -PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) { - m.def("forward", &chamfer_cuda_forward, "Chamfer Distance (CUDA)"); - m.def("backward", &chamfer_cuda_backward, "Chamfer Distance (CUDA) Backward Grad"); -} \ No newline at end of file diff --git a/assets/cuda/chamfer3D/setup.py b/assets/cuda/chamfer3D/setup.py deleted file mode 100755 index 2c16070..0000000 --- a/assets/cuda/chamfer3D/setup.py +++ /dev/null @@ -1,15 +0,0 @@ -from setuptools import setup -from torch.utils.cpp_extension import BuildExtension, CUDAExtension - -setup( - name='chamfer3D', - ext_modules=[ - CUDAExtension('chamfer3D', [ - "/".join(__file__.split('/')[:-1] + ['chamfer3D_cuda.cpp']), # must named as xxx_cuda.cpp - "/".join(__file__.split('/')[:-1] + ['chamfer3D.cu']), - ]), - ], - cmdclass={ - 'build_ext': BuildExtension - }, - version='1.0.1') diff --git a/assets/cuda/mmcv/README.md b/assets/cuda/mmcv/README.md deleted file mode 100644 index 5fa6799..0000000 --- a/assets/cuda/mmcv/README.md +++ /dev/null @@ -1,4 +0,0 @@ -mmcv ---- - -This file extracted functions we need used in mmcv to release the dependency of mmcv-full and faster the installation process. \ No newline at end of file diff --git a/assets/cuda/mmcv/__init__.py b/assets/cuda/mmcv/__init__.py deleted file mode 100755 index dca7091..0000000 --- a/assets/cuda/mmcv/__init__.py +++ /dev/null @@ -1,8 +0,0 @@ -# Copyright (c) OpenMMLab. All rights reserved. -from .voxelize import Voxelization, voxelization -from .scatter_points import DynamicScatter, dynamic_scatter - -__all__ = [ - 'Voxelization', 'voxelization', - 'dynamic_scatter', 'DynamicScatter' -] diff --git a/assets/cuda/mmcv/common_cuda_helper.hpp b/assets/cuda/mmcv/common_cuda_helper.hpp deleted file mode 100644 index b12aa9a..0000000 --- a/assets/cuda/mmcv/common_cuda_helper.hpp +++ /dev/null @@ -1,120 +0,0 @@ -#ifndef COMMON_CUDA_HELPER -#define COMMON_CUDA_HELPER - -#include - -#define CUDA_1D_KERNEL_LOOP(i, n) \ - for (int i = blockIdx.x * blockDim.x + threadIdx.x; i < (n); \ - i += blockDim.x * gridDim.x) - -#define CUDA_2D_KERNEL_LOOP(i, n, j, m) \ - for (size_t i = blockIdx.x * blockDim.x + threadIdx.x; i < (n); \ - i += blockDim.x * gridDim.x) \ - for (size_t j = blockIdx.y * blockDim.y + threadIdx.y; j < (m); \ - j += blockDim.y * gridDim.y) - -#define CUDA_2D_KERNEL_BLOCK_LOOP(i, n, j, m) \ - for (size_t i = blockIdx.x; i < (n); i += gridDim.x) \ - for (size_t j = blockIdx.y; j < (m); j += gridDim.y) - -#define THREADS_PER_BLOCK 512 - -inline int GET_BLOCKS(const int N, const int num_threads = THREADS_PER_BLOCK) { - int optimal_block_num = (N + num_threads - 1) / num_threads; - int max_block_num = 4096; - return min(optimal_block_num, max_block_num); -} - -template -__device__ T bilinear_interpolate(const T* input, const int height, - const int width, T y, T x, - const int index /* index for debug only*/) { - // deal with cases that inverse elements are out of feature map boundary - if (y < -1.0 || y > height || x < -1.0 || x > width) return 0; - - if (y <= 0) y = 0; - if (x <= 0) x = 0; - - int y_low = (int)y; - int x_low = (int)x; - int y_high; - int x_high; - - if (y_low >= height - 1) { - y_high = y_low = height - 1; - y = (T)y_low; - } else { - y_high = y_low + 1; - } - - if (x_low >= width - 1) { - x_high = x_low = width - 1; - x = (T)x_low; - } else { - x_high = x_low + 1; - } - - T ly = y - y_low; - T lx = x - x_low; - T hy = 1. - ly, hx = 1. - lx; - // do bilinear interpolation - T v1 = input[y_low * width + x_low]; - T v2 = input[y_low * width + x_high]; - T v3 = input[y_high * width + x_low]; - T v4 = input[y_high * width + x_high]; - T w1 = hy * hx, w2 = hy * lx, w3 = ly * hx, w4 = ly * lx; - - T val = (w1 * v1 + w2 * v2 + w3 * v3 + w4 * v4); - - return val; -} - -template -__device__ void bilinear_interpolate_gradient( - const int height, const int width, T y, T x, T& w1, T& w2, T& w3, T& w4, - int& x_low, int& x_high, int& y_low, int& y_high, - const int index /* index for debug only*/) { - // deal with cases that inverse elements are out of feature map boundary - if (y < -1.0 || y > height || x < -1.0 || x > width) { - // empty - w1 = w2 = w3 = w4 = 0.; - x_low = x_high = y_low = y_high = -1; - return; - } - - if (y <= 0) y = 0; - if (x <= 0) x = 0; - - y_low = (int)y; - x_low = (int)x; - - if (y_low >= height - 1) { - y_high = y_low = height - 1; - y = (T)y_low; - } else { - y_high = y_low + 1; - } - - if (x_low >= width - 1) { - x_high = x_low = width - 1; - x = (T)x_low; - } else { - x_high = x_low + 1; - } - - T ly = y - y_low; - T lx = x - x_low; - T hy = 1. - ly, hx = 1. - lx; - - // reference in forward - // T v1 = input[y_low * width + x_low]; - // T v2 = input[y_low * width + x_high]; - // T v3 = input[y_high * width + x_low]; - // T v4 = input[y_high * width + x_high]; - // T val = (w1 * v1 + w2 * v2 + w3 * v3 + w4 * v4); - - w1 = hy * hx, w2 = hy * lx, w3 = ly * hx, w4 = ly * lx; - - return; -} -#endif // COMMON_CUDA_HELPER diff --git a/assets/cuda/mmcv/cudabind.cpp b/assets/cuda/mmcv/cudabind.cpp deleted file mode 100644 index 6dd27f1..0000000 --- a/assets/cuda/mmcv/cudabind.cpp +++ /dev/null @@ -1,104 +0,0 @@ -#include "pytorch_cpp_helper.hpp" -#include "pytorch_device_registry.hpp" - -typedef enum { SUM = 0, MEAN = 1, MAX = 2 } reduce_t; - -void DynamicVoxelizeForwardCUDAKernelLauncher( - const at::Tensor &points, at::Tensor &coors, - const std::vector voxel_size, const std::vector coors_range, - const int NDim = 3); - -void dynamic_voxelize_forward_cuda(const at::Tensor &points, at::Tensor &coors, - const std::vector voxel_size, - const std::vector coors_range, - const int NDim) { - DynamicVoxelizeForwardCUDAKernelLauncher(points, coors, voxel_size, - coors_range, NDim); -}; - -void dynamic_voxelize_forward_impl(const at::Tensor &points, at::Tensor &coors, - const std::vector voxel_size, - const std::vector coors_range, - const int NDim); - - -int HardVoxelizeForwardCUDAKernelLauncher( - const at::Tensor &points, at::Tensor &voxels, at::Tensor &coors, - at::Tensor &num_points_per_voxel, const std::vector voxel_size, - const std::vector coors_range, const int max_points, - const int max_voxels, const int NDim = 3); - -int hard_voxelize_forward_cuda(const at::Tensor &points, at::Tensor &voxels, - at::Tensor &coors, - at::Tensor &num_points_per_voxel, - const std::vector voxel_size, - const std::vector coors_range, - const int max_points, const int max_voxels, - const int NDim) { - return HardVoxelizeForwardCUDAKernelLauncher( - points, voxels, coors, num_points_per_voxel, voxel_size, coors_range, - max_points, max_voxels, NDim); -}; - -int hard_voxelize_forward_impl(const at::Tensor &points, at::Tensor &voxels, - at::Tensor &coors, - at::Tensor &num_points_per_voxel, - const std::vector voxel_size, - const std::vector coors_range, - const int max_points, const int max_voxels, - const int NDim); - -int nondeterministic_hard_voxelize_forward_impl( - const at::Tensor &points, at::Tensor &voxels, at::Tensor &coors, - at::Tensor &num_points_per_voxel, const std::vector voxel_size, - const std::vector coors_range, const int max_points, - const int max_voxels, const int NDim); - -REGISTER_DEVICE_IMPL(hard_voxelize_forward_impl, CUDA, - hard_voxelize_forward_cuda); -REGISTER_DEVICE_IMPL(dynamic_voxelize_forward_impl, CUDA, - dynamic_voxelize_forward_cuda); - - -std::vector DynamicPointToVoxelForwardCUDAKernelLauncher( - const at::Tensor &feats, const at::Tensor &coors, - const reduce_t reduce_type); - - -std::vector dynamic_point_to_voxel_forward_cuda( - const torch::Tensor &feats, const torch::Tensor &coors, - const reduce_t reduce_type) { - return DynamicPointToVoxelForwardCUDAKernelLauncher(feats, coors, - reduce_type); -}; - -void DynamicPointToVoxelBackwardCUDAKernelLauncher( - at::Tensor &grad_feats, const at::Tensor &grad_reduced_feats, - const at::Tensor &feats, const at::Tensor &reduced_feats, - const at::Tensor &coors_map, const at::Tensor &reduce_count, - const reduce_t reduce_type); - -void dynamic_point_to_voxel_backward_cuda( - torch::Tensor &grad_feats, const torch::Tensor &grad_reduced_feats, - const torch::Tensor &feats, const torch::Tensor &reduced_feats, - const torch::Tensor &coors_idx, const torch::Tensor &reduce_count, - const reduce_t reduce_type) { - DynamicPointToVoxelBackwardCUDAKernelLauncher(grad_feats, grad_reduced_feats, - feats, reduced_feats, coors_idx, - reduce_count, reduce_type); -}; - -std::vector dynamic_point_to_voxel_forward_impl( - const torch::Tensor &feats, const torch::Tensor &coors, - const reduce_t reduce_type); - -void dynamic_point_to_voxel_backward_impl( - torch::Tensor &grad_feats, const torch::Tensor &grad_reduced_feats, - const torch::Tensor &feats, const torch::Tensor &reduced_feats, - const torch::Tensor &coors_idx, const torch::Tensor &reduce_count, - const reduce_t reduce_type); - -REGISTER_DEVICE_IMPL(dynamic_point_to_voxel_forward_impl, CUDA, - dynamic_point_to_voxel_forward_cuda); -REGISTER_DEVICE_IMPL(dynamic_point_to_voxel_backward_impl, CUDA, - dynamic_point_to_voxel_backward_cuda); \ No newline at end of file diff --git a/assets/cuda/mmcv/pybind.cpp b/assets/cuda/mmcv/pybind.cpp deleted file mode 100644 index 1b0823b..0000000 --- a/assets/cuda/mmcv/pybind.cpp +++ /dev/null @@ -1,50 +0,0 @@ -// Copyright (c) OpenMMLab. All rights reserved -#include - -#include "pytorch_cpp_helper.hpp" - - -std::vector dynamic_point_to_voxel_forward( - const torch::Tensor &feats, const torch::Tensor &coors, - const std::string &reduce_type); - -void dynamic_point_to_voxel_backward(torch::Tensor &grad_feats, - const torch::Tensor &grad_reduced_feats, - const torch::Tensor &feats, - const torch::Tensor &reduced_feats, - const torch::Tensor &coors_idx, - const torch::Tensor &reduce_count, - const std::string &reduce_type); - -void dynamic_voxelize_forward(const at::Tensor &points, - const at::Tensor &voxel_size, - const at::Tensor &coors_range, at::Tensor &coors, - const int NDim); - -void hard_voxelize_forward(const at::Tensor &points, - const at::Tensor &voxel_size, - const at::Tensor &coors_range, at::Tensor &voxels, - at::Tensor &coors, at::Tensor &num_points_per_voxel, - at::Tensor &voxel_num, const int max_points, - const int max_voxels, const int NDim, - const bool deterministic); - -PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) { - m.def("dynamic_point_to_voxel_forward", &dynamic_point_to_voxel_forward, - "dynamic_point_to_voxel_forward", py::arg("feats"), py::arg("coors"), - py::arg("reduce_type")); - m.def("dynamic_point_to_voxel_backward", &dynamic_point_to_voxel_backward, - "dynamic_point_to_voxel_backward", py::arg("grad_feats"), - py::arg("grad_reduced_feats"), py::arg("feats"), - py::arg("reduced_feats"), py::arg("coors_idx"), py::arg("reduce_count"), - py::arg("reduce_type")); - m.def("hard_voxelize_forward", &hard_voxelize_forward, - "hard_voxelize_forward", py::arg("points"), py::arg("voxel_size"), - py::arg("coors_range"), py::arg("voxels"), py::arg("coors"), - py::arg("num_points_per_voxel"), py::arg("voxel_num"), - py::arg("max_points"), py::arg("max_voxels"), py::arg("NDim"), - py::arg("deterministic")); - m.def("dynamic_voxelize_forward", &dynamic_voxelize_forward, - "dynamic_voxelize_forward", py::arg("points"), py::arg("voxel_size"), - py::arg("coors_range"), py::arg("coors"), py::arg("NDim")); -} \ No newline at end of file diff --git a/assets/cuda/mmcv/pytorch_cpp_helper.hpp b/assets/cuda/mmcv/pytorch_cpp_helper.hpp deleted file mode 100644 index f68e874..0000000 --- a/assets/cuda/mmcv/pytorch_cpp_helper.hpp +++ /dev/null @@ -1,27 +0,0 @@ -#ifndef PYTORCH_CPP_HELPER -#define PYTORCH_CPP_HELPER -#include - -#include - -using namespace at; - -#define CHECK_CUDA(x) \ - TORCH_CHECK(x.device().is_cuda(), #x " must be a CUDA tensor") -#define CHECK_MLU(x) \ - TORCH_CHECK(x.device().type() == at::kMLU, #x " must be a MLU tensor") -#define CHECK_CPU(x) \ - TORCH_CHECK(x.device().type() == at::kCPU, #x " must be a CPU tensor") -#define CHECK_CONTIGUOUS(x) \ - TORCH_CHECK(x.is_contiguous(), #x " must be contiguous") -#define CHECK_CUDA_INPUT(x) \ - CHECK_CUDA(x); \ - CHECK_CONTIGUOUS(x) -#define CHECK_MLU_INPUT(x) \ - CHECK_MLU(x); \ - CHECK_CONTIGUOUS(x) -#define CHECK_CPU_INPUT(x) \ - CHECK_CPU(x); \ - CHECK_CONTIGUOUS(x) - -#endif // PYTORCH_CPP_HELPER diff --git a/assets/cuda/mmcv/pytorch_cuda_helper.hpp b/assets/cuda/mmcv/pytorch_cuda_helper.hpp deleted file mode 100644 index 52e5126..0000000 --- a/assets/cuda/mmcv/pytorch_cuda_helper.hpp +++ /dev/null @@ -1,20 +0,0 @@ -#ifndef PYTORCH_CUDA_HELPER -#define PYTORCH_CUDA_HELPER - -#include -#include -#include - -#include -#include - -#include "common_cuda_helper.hpp" - -using at::Half; -using at::Tensor; -using phalf = at::Half; - -#define __PHALF(x) (x) -#define DIVUP(m, n) ((m) / (n) + ((m) % (n) > 0)) - -#endif // PYTORCH_CUDA_HELPER diff --git a/assets/cuda/mmcv/pytorch_device_registry.hpp b/assets/cuda/mmcv/pytorch_device_registry.hpp deleted file mode 100644 index 2a32b72..0000000 --- a/assets/cuda/mmcv/pytorch_device_registry.hpp +++ /dev/null @@ -1,141 +0,0 @@ -#ifndef PYTORCH_DEVICE_REGISTRY_H -#define PYTORCH_DEVICE_REGISTRY_H - -// Using is recommended in the official documentation in -// https://pytorch.org/tutorials/advanced/cpp_extension.html#writing-the-c-op. -// However, we use for compatibility with CUDA 9.0 -// Read https://github.com/pytorch/extension-cpp/issues/35 for more details. -#include - -#include -#include -#include -#include - -inline std::string GetDeviceStr(const at::Device& device) { - std::string str = DeviceTypeName(device.type(), true); - if (device.has_index()) { - str.push_back(':'); - str.append(std::to_string(device.index())); - } - return str; -} - -// Registry -template -class DeviceRegistry; - -template -class DeviceRegistry { - public: - using FunctionType = Ret (*)(Args...); - static const int MAX_DEVICE_TYPES = - int8_t(at::DeviceType::COMPILE_TIME_MAX_DEVICE_TYPES); - - void Register(at::DeviceType device, FunctionType function) { - funcs_[int8_t(device)] = function; - } - - FunctionType Find(at::DeviceType device) const { - return funcs_[int8_t(device)]; - } - - static DeviceRegistry& instance() { - static DeviceRegistry inst; - return inst; - } - - private: - DeviceRegistry() { - for (size_t i = 0; i < MAX_DEVICE_TYPES; ++i) { - funcs_[i] = nullptr; - } - }; - FunctionType funcs_[MAX_DEVICE_TYPES]; -}; - -// get device of first tensor param - -template , at::Tensor>::value, - bool> = true> -at::Device GetFirstTensorDevice(T&& t, Args&&... args) { - return std::forward(t).device(); -} -template , at::Tensor>::value, - bool> = true> -at::Device GetFirstTensorDevice(T&& t, Args&&... args) { - return GetFirstTensorDevice(std::forward(args)...); -} - -// check device consistency - -inline std::pair CheckDeviceConsistency( - const at::Device& device, int index) { - return {index, device}; -} - -template , at::Tensor>::value, - bool> = true> -std::pair CheckDeviceConsistency(const at::Device& device, - int index, T&& t, - Args&&... args); - -template , at::Tensor>::value, - bool> = true> -std::pair CheckDeviceConsistency(const at::Device& device, - int index, T&& t, - Args&&... args) { - auto new_device = std::forward(t).device(); - if (new_device.type() != device.type() || - new_device.index() != device.index()) { - return {index, new_device}; - } - return CheckDeviceConsistency(device, index + 1, std::forward(args)...); -} - -template < - typename T, typename... Args, - std::enable_if_t, at::Tensor>::value, bool>> -std::pair CheckDeviceConsistency(const at::Device& device, - int index, T&& t, - Args&&... args) { - return CheckDeviceConsistency(device, index + 1, std::forward(args)...); -} - -// dispatch - -template -auto Dispatch(const R& registry, const char* name, Args&&... args) { - auto device = GetFirstTensorDevice(std::forward(args)...); - auto inconsist = - CheckDeviceConsistency(device, 0, std::forward(args)...); - TORCH_CHECK(inconsist.first >= int(sizeof...(Args)), name, ": at param ", - inconsist.first, - ", inconsistent device: ", GetDeviceStr(inconsist.second).c_str(), - " vs ", GetDeviceStr(device).c_str(), "\n") - auto f_ptr = registry.Find(device.type()); - TORCH_CHECK(f_ptr != nullptr, name, ": implementation for device ", - GetDeviceStr(device).c_str(), " not found.\n") - return f_ptr(std::forward(args)...); -} - -// helper macro - -#define DEVICE_REGISTRY(key) DeviceRegistry::instance() - -#define REGISTER_DEVICE_IMPL(key, device, value) \ - struct key##_##device##_registerer { \ - key##_##device##_registerer() { \ - DEVICE_REGISTRY(key).Register(at::k##device, value); \ - } \ - }; \ - static key##_##device##_registerer _##key##_##device##_registerer; - -#define DISPATCH_DEVICE_IMPL(key, ...) \ - Dispatch(DEVICE_REGISTRY(key), #key, __VA_ARGS__) - -#endif // PYTORCH_DEVICE_REGISTRY diff --git a/assets/cuda/mmcv/scatter_points.cpp b/assets/cuda/mmcv/scatter_points.cpp deleted file mode 100644 index 0de8ebf..0000000 --- a/assets/cuda/mmcv/scatter_points.cpp +++ /dev/null @@ -1,53 +0,0 @@ -// Copyright (c) OpenMMLab. All rights reserved. -#include "pytorch_cpp_helper.hpp" -#include "pytorch_device_registry.hpp" - -typedef enum { SUM = 0, MEAN = 1, MAX = 2 } reduce_t; - -std::vector dynamic_point_to_voxel_forward_impl( - const torch::Tensor &feats, const torch::Tensor &coors, - const reduce_t reduce_type) { - return DISPATCH_DEVICE_IMPL(dynamic_point_to_voxel_forward_impl, feats, coors, - reduce_type); -} - -void dynamic_point_to_voxel_backward_impl( - torch::Tensor &grad_feats, const torch::Tensor &grad_reduced_feats, - const torch::Tensor &feats, const torch::Tensor &reduced_feats, - const torch::Tensor &coors_idx, const torch::Tensor &reduce_count, - const reduce_t reduce_type) { - DISPATCH_DEVICE_IMPL(dynamic_point_to_voxel_backward_impl, grad_feats, - grad_reduced_feats, feats, reduced_feats, coors_idx, - reduce_count, reduce_type); -} - -inline reduce_t convert_reduce_type(const std::string &reduce_type) { - if (reduce_type == "max") - return reduce_t::MAX; - else if (reduce_type == "sum") - return reduce_t::SUM; - else if (reduce_type == "mean") - return reduce_t::MEAN; - else - TORCH_CHECK(false, "do not support reduce type " + reduce_type) - return reduce_t::SUM; -} - -std::vector dynamic_point_to_voxel_forward( - const torch::Tensor &feats, const torch::Tensor &coors, - const std::string &reduce_type) { - return dynamic_point_to_voxel_forward_impl(feats, coors, - convert_reduce_type(reduce_type)); -} - -void dynamic_point_to_voxel_backward(torch::Tensor &grad_feats, - const torch::Tensor &grad_reduced_feats, - const torch::Tensor &feats, - const torch::Tensor &reduced_feats, - const torch::Tensor &coors_idx, - const torch::Tensor &reduce_count, - const std::string &reduce_type) { - dynamic_point_to_voxel_backward_impl(grad_feats, grad_reduced_feats, feats, - reduced_feats, coors_idx, reduce_count, - convert_reduce_type(reduce_type)); -} diff --git a/assets/cuda/mmcv/scatter_points.py b/assets/cuda/mmcv/scatter_points.py deleted file mode 100644 index 258ca97..0000000 --- a/assets/cuda/mmcv/scatter_points.py +++ /dev/null @@ -1,154 +0,0 @@ -# Copyright (c) OpenMMLab. All rights reserved. -from typing import Any, List, Optional, Tuple - -import torch -import torch.nn.functional as F -from torch import nn -from torch.autograd import Function - -# from utils import ext_loader -import importlib -def load_ext(name, funcs): - ext = importlib.import_module('mmcv.' + name) - for fun in funcs: - assert hasattr(ext, fun), f'{fun} miss in module {name}' - return ext - -ext_module = load_ext( - '_ext', - ['dynamic_point_to_voxel_forward', 'dynamic_point_to_voxel_backward']) - - -class _DynamicScatter(Function): - - @staticmethod - def forward(ctx: Any, - feats: torch.Tensor, - coors: torch.Tensor, - reduce_type: str = 'max') -> Tuple[torch.Tensor, torch.Tensor]: - """convert kitti points(N, >=3) to voxels. - - Args: - feats (torch.Tensor): [N, C]. Points features to be reduced - into voxels. - coors (torch.Tensor): [N, ndim]. Corresponding voxel coordinates - (specifically multi-dim voxel index) of each points. - reduce_type (str, optional): Reduce op. support 'max', 'sum' and - 'mean'. Default: 'max'. - - Returns: - tuple[torch.Tensor]: A tuple contains two elements. The first one - is the voxel features with shape [M, C] which are respectively - reduced from input features that share the same voxel coordinates. - The second is voxel coordinates with shape [M, ndim]. - """ - results = ext_module.dynamic_point_to_voxel_forward( - feats, coors, reduce_type) - (voxel_feats, voxel_coors, point2voxel_map, - voxel_points_count) = results - ctx.reduce_type = reduce_type - ctx.save_for_backward(feats, voxel_feats, point2voxel_map, - voxel_points_count) - ctx.mark_non_differentiable(voxel_coors) - return voxel_feats, voxel_coors - - @staticmethod - def backward(ctx: Any, - grad_voxel_feats: torch.Tensor, - grad_voxel_coors: Optional[torch.Tensor] = None) -> tuple: - (feats, voxel_feats, point2voxel_map, - voxel_points_count) = ctx.saved_tensors - grad_feats = torch.zeros_like(feats) - # TODO: whether to use index put or use cuda_backward - # To use index put, need point to voxel index - ext_module.dynamic_point_to_voxel_backward( - grad_feats, grad_voxel_feats.contiguous(), feats, voxel_feats, - point2voxel_map, voxel_points_count, ctx.reduce_type) - return grad_feats, None, None - - -dynamic_scatter = _DynamicScatter.apply - - -class DynamicScatter(nn.Module): - """Scatters points into voxels, used in the voxel encoder with dynamic - voxelization. - - Note: - The CPU and GPU implementation get the same output, but have numerical - difference after summation and division (e.g., 5e-7). - - Args: - voxel_size (list): list [x, y, z] size of three dimension. - point_cloud_range (list): The coordinate range of points, [x_min, - y_min, z_min, x_max, y_max, z_max]. - average_points (bool): whether to use avg pooling to scatter points - into voxel. - """ - - def __init__(self, voxel_size: List, point_cloud_range: List, - average_points: bool): - super().__init__() - - self.voxel_size = voxel_size - self.point_cloud_range = point_cloud_range - self.average_points = average_points - - def forward_single( - self, points: torch.Tensor, - coors: torch.Tensor) -> Tuple[torch.Tensor, torch.Tensor]: - """Scatters points into voxels. - - Args: - points (torch.Tensor): Points to be reduced into voxels. - coors (torch.Tensor): Corresponding voxel coordinates (specifically - multi-dim voxel index) of each points. - - Returns: - tuple[torch.Tensor]: A tuple contains two elements. The first one - is the voxel features with shape [M, C] which are respectively - reduced from input features that share the same voxel coordinates. - The second is voxel coordinates with shape [M, ndim]. - """ - reduce = 'mean' if self.average_points else 'max' - return dynamic_scatter(points.contiguous(), coors.contiguous(), reduce) - - def forward(self, points: torch.Tensor, - coors: torch.Tensor) -> Tuple[torch.Tensor, torch.Tensor]: - """Scatters points/features into voxels. - - Args: - points (torch.Tensor): Points to be reduced into voxels. - coors (torch.Tensor): Corresponding voxel coordinates (specifically - multi-dim voxel index) of each points. - - Returns: - tuple[torch.Tensor]: A tuple contains two elements. The first one - is the voxel features with shape [M, C] which are respectively - reduced from input features that share the same voxel coordinates. - The second is voxel coordinates with shape [M, ndim]. - """ - if coors.size(-1) == 3: - return self.forward_single(points, coors) - else: - batch_size = coors[-1, 0] + 1 - voxels, voxel_coors = [], [] - for i in range(batch_size): - inds = torch.where(coors[:, 0] == i) - voxel, voxel_coor = self.forward_single( - points[inds], coors[inds][:, 1:]) - coor_pad = F.pad(voxel_coor, (1, 0), mode='constant', value=i) - voxel_coors.append(coor_pad) - voxels.append(voxel) - features = torch.cat(voxels, dim=0) - feature_coors = torch.cat(voxel_coors, dim=0) - - return features, feature_coors - - def __repr__(self): - s = self.__class__.__name__ + '(' - s += 'voxel_size=' + str(self.voxel_size) - s += ', point_cloud_range=' + str(self.point_cloud_range) - s += ', average_points=' + str(self.average_points) - s += ')' - return s diff --git a/assets/cuda/mmcv/scatter_points_cuda.cu b/assets/cuda/mmcv/scatter_points_cuda.cu deleted file mode 100644 index cbc4465..0000000 --- a/assets/cuda/mmcv/scatter_points_cuda.cu +++ /dev/null @@ -1,132 +0,0 @@ -// Copyright (c) OpenMMLab. All rights reserved. -#include -#include -#include - -#include "pytorch_cuda_helper.hpp" -#include "scatter_points_cuda_kernel.cuh" - -std::vector DynamicPointToVoxelForwardCUDAKernelLauncher( - const at::Tensor &feats, const at::Tensor &coors, - const reduce_t reduce_type) { - const int num_input = feats.size(0); - const int num_feats = feats.size(1); - - if (num_input == 0) - return {feats.clone().detach(), coors.clone().detach(), - coors.new_empty({0}, torch::kInt32), - coors.new_empty({0}, torch::kInt32)}; - - at::Tensor out_coors; - at::Tensor coors_map; - at::Tensor reduce_count; - - auto coors_clean = coors.masked_fill(coors.lt(0).any(-1, true), -1); - - std::tie(out_coors, coors_map, reduce_count) = - at::unique_dim(coors_clean, 0, true, true, true); - - if (out_coors[0][0].lt(0).item()) { - // the first element of out_coors (-1,-1,-1) and should be removed - out_coors = out_coors.slice(0, 1); - reduce_count = reduce_count.slice(0, 1); - coors_map = coors_map - 1; - } - - coors_map = coors_map.to(torch::kInt32); - reduce_count = reduce_count.to(torch::kInt32); - - auto reduced_feats = - at::empty({out_coors.size(0), num_feats}, feats.options()); - - at::cuda::CUDAGuard device_guard(feats.device()); - cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - - AT_DISPATCH_FLOATING_TYPES( - feats.scalar_type(), "feats_reduce_kernel", ([&] { - if (reduce_type == reduce_t::MAX) - reduced_feats.fill_(-std::numeric_limits::infinity()); - else - reduced_feats.fill_(static_cast(0)); - - dim3 blocks(std::min( - at::cuda::ATenCeilDiv(num_input, THREADS_PER_BLOCK), maxGridDim)); - dim3 threads(THREADS_PER_BLOCK); - feats_reduce_kernel<<>>( - feats.data_ptr(), coors_map.data_ptr(), - reduced_feats.data_ptr(), num_input, num_feats, - reduce_type); - if (reduce_type == reduce_t::MEAN) - reduced_feats /= reduce_count.unsqueeze(-1).to(reduced_feats.dtype()); - })); - - AT_CUDA_CHECK(cudaGetLastError()); - - return {reduced_feats, out_coors, coors_map, reduce_count}; -} - -void DynamicPointToVoxelBackwardCUDAKernelLauncher( - at::Tensor &grad_feats, const at::Tensor &grad_reduced_feats, - const at::Tensor &feats, const at::Tensor &reduced_feats, - const at::Tensor &coors_map, const at::Tensor &reduce_count, - const reduce_t reduce_type) { - const int num_input = feats.size(0); - const int num_reduced = reduced_feats.size(0); - const int num_feats = feats.size(1); - - grad_feats.fill_(0); - // copy voxel grad to points - - if (num_input == 0 || num_reduced == 0) return; - at::cuda::CUDAGuard device_guard(feats.device()); - cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - - if (reduce_type == reduce_t::MEAN || reduce_type == reduce_t::SUM) { - AT_DISPATCH_FLOATING_TYPES( - grad_reduced_feats.scalar_type(), "add_reduce_traceback_grad_kernel", - ([&] { - dim3 blocks(std::min( - at::cuda::ATenCeilDiv(num_input, THREADS_PER_BLOCK), maxGridDim)); - dim3 threads(THREADS_PER_BLOCK); - add_reduce_traceback_grad_kernel<<>>( - grad_feats.data_ptr(), - grad_reduced_feats.data_ptr(), - coors_map.data_ptr(), reduce_count.data_ptr(), - num_input, num_feats, reduce_type); - })); - - AT_CUDA_CHECK(cudaGetLastError()); - } else { - auto reduce_from = at::full({num_reduced, num_feats}, num_input, - coors_map.options().dtype(torch::kInt32)); - AT_DISPATCH_FLOATING_TYPES( - grad_reduced_feats.scalar_type(), - "max_reduce_traceback_scatter_idx_kernel", ([&] { - dim3 blocks(std::min( - at::cuda::ATenCeilDiv(num_input, THREADS_PER_BLOCK), maxGridDim)); - dim3 threads(THREADS_PER_BLOCK); - max_reduce_traceback_scatter_idx_kernel<<>>( - feats.data_ptr(), reduced_feats.data_ptr(), - reduce_from.data_ptr(), coors_map.data_ptr(), - num_input, num_feats); - })); - - AT_CUDA_CHECK(cudaGetLastError()); - - AT_DISPATCH_FLOATING_TYPES( - grad_reduced_feats.scalar_type(), - "max_reduce_traceback_scatter_idx_kernel", ([&] { - dim3 blocks( - std::min(at::cuda::ATenCeilDiv(num_reduced, THREADS_PER_BLOCK), - maxGridDim)); - dim3 threads(THREADS_PER_BLOCK); - max_reduce_scatter_grad_kernel<<>>( - grad_feats.data_ptr(), - grad_reduced_feats.data_ptr(), - reduce_from.data_ptr(), num_reduced, num_feats); - })); - - AT_CUDA_CHECK(cudaGetLastError()); - } -} diff --git a/assets/cuda/mmcv/scatter_points_cuda_kernel.cuh b/assets/cuda/mmcv/scatter_points_cuda_kernel.cuh deleted file mode 100644 index af5b9f6..0000000 --- a/assets/cuda/mmcv/scatter_points_cuda_kernel.cuh +++ /dev/null @@ -1,187 +0,0 @@ -// Copyright (c) OpenMMLab. All rights reserved -#ifndef SCATTER_POINTS_CUDA_KERNEL_CUH -#define SCATTER_POINTS_CUDA_KERNEL_CUH - -#ifdef MMCV_USE_PARROTS -#include "parrots_cuda_helper.hpp" -#else -#include "pytorch_cuda_helper.hpp" -#endif - -typedef enum { SUM = 0, MEAN = 1, MAX = 2 } reduce_t; -int const maxGridDim = 50000; - -__device__ __forceinline__ static void reduceMax(float *address, float val) { - int *address_as_i = reinterpret_cast(address); - int old = *address_as_i, assumed; - do { - assumed = old; - old = atomicCAS(address_as_i, assumed, - __float_as_int(fmaxf(val, __int_as_float(assumed)))); - } while (assumed != old || __int_as_float(old) < val); -} - -__device__ __forceinline__ static void reduceMax(double *address, double val) { - unsigned long long *address_as_ull = - reinterpret_cast(address); - unsigned long long old = *address_as_ull, assumed; - do { - assumed = old; - old = atomicCAS( - address_as_ull, assumed, - __double_as_longlong(fmax(val, __longlong_as_double(assumed)))); - } while (assumed != old || __longlong_as_double(old) < val); -} - -// get rid of meaningless warnings when compiling host code -#ifdef MMCV_WITH_HIP -__device__ __forceinline__ static void reduceAdd(float *address, float val) { - atomicAdd(address, val); -} -__device__ __forceinline__ static void reduceAdd(double *address, double val) { - atomicAdd(address, val); -} -#else -#ifdef __CUDA_ARCH__ -__device__ __forceinline__ static void reduceAdd(float *address, float val) { -#if (__CUDA_ARCH__ < 200) -#ifdef _MSC_VER -#pragma message( \ - "compute capability lower than 2.x. fall back to use CAS version of atomicAdd for float32") -#else -#warning \ - "compute capability lower than 2.x. fall back to use CAS version of atomicAdd for float32" -#endif - int *address_as_i = reinterpret_cast(address); - int old = *address_as_i, assumed; - do { - assumed = old; - old = atomicCAS(address_as_i, assumed, - __float_as_int(val + __int_as_float(assumed))); - } while (assumed != old); -#else - atomicAdd(address, val); -#endif -} - -__device__ __forceinline__ static void reduceAdd(double *address, double val) { -#if (__CUDA_ARCH__ < 600) -#ifdef _MSC_VER -#pragma message( \ - "compute capability lower than 6.x. fall back to use CAS version of atomicAdd for float64") -#else -#warning \ - "compute capability lower than 6.x. fall back to use CAS version of atomicAdd for float64" -#endif - unsigned long long *address_as_ull = - reinterpret_cast(address); - unsigned long long old = *address_as_ull, assumed; - do { - assumed = old; - old = atomicCAS(address_as_ull, assumed, - __double_as_longlong(val + __longlong_as_double(assumed))); - } while (assumed != old); -#else - atomicAdd(address, val); -#endif -} -#endif // __CUDA_ARCH__ -#endif // MMCV_WITH_HIP - -template -__global__ void feats_reduce_kernel( - const T *feats, const int32_t *coors_map, - T *reduced_feats, // shall be 0 at initialization - const int num_input, const int num_feats, const reduce_t reduce_type) { - CUDA_1D_KERNEL_LOOP(x, num_input) { - int32_t reduce_to = coors_map[x]; - if (reduce_to == -1) continue; - - const T *feats_offset = feats + x * num_feats; - T *reduced_feats_offset = reduced_feats + reduce_to * num_feats; - if (reduce_type == reduce_t::MAX) { - for (int i = 0; i < num_feats; i++) { - reduceMax(&reduced_feats_offset[i], feats_offset[i]); - } - } else { - for (int i = 0; i < num_feats; i++) { - reduceAdd(&reduced_feats_offset[i], feats_offset[i]); - } - } - } -} - -template -__global__ void add_reduce_traceback_grad_kernel( - T *grad_feats, const T *grad_reduced_feats, const int32_t *coors_map, - const int32_t *reduce_count, const int num_input, const int num_feats, - const reduce_t reduce_type) { - CUDA_1D_KERNEL_LOOP(x, num_input) { - int32_t reduce_to = coors_map[x]; - if (reduce_to == -1) { - continue; - } - - const int input_offset = x * num_feats; - T *grad_feats_offset = grad_feats + input_offset; - const int reduced_offset = reduce_to * num_feats; - const T *grad_reduced_feats_offset = grad_reduced_feats + reduced_offset; - - if (reduce_type == reduce_t::SUM) { - for (int i = 0; i < num_feats; i++) { - grad_feats_offset[i] = grad_reduced_feats_offset[i]; - } - } else if (reduce_type == reduce_t::MEAN) { - for (int i = 0; i < num_feats; i++) { - grad_feats_offset[i] = grad_reduced_feats_offset[i] / - static_cast(reduce_count[reduce_to]); - } - } - } -} - -template -__global__ void max_reduce_traceback_scatter_idx_kernel( - const T *feats, const T *reduced_feats, int32_t *reduce_from, - const int32_t *coors_map, const int num_input, const int num_feats) { - CUDA_1D_KERNEL_LOOP(x, num_input) { - int32_t reduce_to = coors_map[x]; - - const int input_offset = x * num_feats; - const T *feats_offset = feats + input_offset; - - if (reduce_to == -1) { - continue; - } - - const int reduced_offset = reduce_to * num_feats; - const T *reduced_feats_offset = reduced_feats + reduced_offset; - int32_t *reduce_from_offset = reduce_from + reduced_offset; - - for (int i = 0; i < num_feats; i++) { - if (feats_offset[i] == reduced_feats_offset[i]) { - atomicMin(&reduce_from_offset[i], static_cast(x)); - } - } - } -} - -template -__global__ void max_reduce_scatter_grad_kernel(T *grad_feats, - const T *grad_reduced_feats, - const int32_t *reduce_from, - const int num_reduced, - const int num_feats) { - CUDA_1D_KERNEL_LOOP(x, num_reduced) { - const int reduced_offset = x * num_feats; - const int32_t *scatter_to_offset = reduce_from + reduced_offset; - const T *grad_reduced_feats_offset = grad_reduced_feats + reduced_offset; - - for (int i = 0; i < num_feats; i++) { - grad_feats[scatter_to_offset[i] * num_feats + i] = - grad_reduced_feats_offset[i]; - } - } -} - -#endif // SCATTER_POINTS_CUDA_KERNEL_CUH diff --git a/assets/cuda/mmcv/setup.py b/assets/cuda/mmcv/setup.py deleted file mode 100644 index 53ed40b..0000000 --- a/assets/cuda/mmcv/setup.py +++ /dev/null @@ -1,52 +0,0 @@ -import os -from pkg_resources import DistributionNotFound, get_distribution, parse_version -from setuptools import find_packages, setup -from torch.utils.cpp_extension import BuildExtension, CUDAExtension - -setup( - name='mmcv', - version='1.0.1', - ext_modules=[ - CUDAExtension( - name='mmcv._ext', - sources=[ - "/".join(__file__.split("/")[:-1] + ["scatter_points_cuda.cu"]), - "/".join(__file__.split("/")[:-1] + ["scatter_points.cpp"]), - "/".join(__file__.split("/")[:-1] + ["voxelization_cuda.cu"]), - "/".join(__file__.split("/")[:-1] + ["voxelization.cpp"]), - "/".join(__file__.split("/")[:-1] + ["cudabind.cpp"]), - "/".join(__file__.split("/")[:-1] + ["pybind.cpp"]), - - ], - # extra_compile_args={ - # 'cxx': ['-std=c++17'], - # 'nvcc': ['-std=c++17', - # '-D__CUDA_NO_HALF_OPERATORS__', - # '-D__CUDA_NO_HALF_CONVERSIONS__', - # '-D__CUDA_NO_HALF2_OPERATORS__', - # ],} - ), - ], - cmdclass={'build_ext': BuildExtension}, - - # no change below - description='OpenMMLab Computer Vision Foundation', - keywords='computer vision', - packages=find_packages(), - include_package_data=True, - classifiers=[ - 'Development Status :: 4 - Beta', - 'License :: OSI Approved :: Apache Software License', - 'Operating System :: OS Independent', - 'Programming Language :: Python :: 3', - 'Programming Language :: Python :: 3.7', - 'Programming Language :: Python :: 3.8', - 'Programming Language :: Python :: 3.9', - 'Programming Language :: Python :: 3.10', - 'Topic :: Utilities', - ], - url='https://github.com/open-mmlab/mmcv', - author='MMCV Contributors', - author_email='openmmlab@gmail.com', - python_requires='>=3.7', - zip_safe=False) \ No newline at end of file diff --git a/assets/cuda/mmcv/voxelization.cpp b/assets/cuda/mmcv/voxelization.cpp deleted file mode 100644 index 7946be6..0000000 --- a/assets/cuda/mmcv/voxelization.cpp +++ /dev/null @@ -1,74 +0,0 @@ -// Copyright (c) OpenMMLab. All rights reserved. -#include "pytorch_cpp_helper.hpp" -#include "pytorch_device_registry.hpp" - -int hard_voxelize_forward_impl(const at::Tensor &points, at::Tensor &voxels, - at::Tensor &coors, - at::Tensor &num_points_per_voxel, - const std::vector voxel_size, - const std::vector coors_range, - const int max_points, const int max_voxels, - const int NDim = 3) { - return DISPATCH_DEVICE_IMPL(hard_voxelize_forward_impl, points, voxels, coors, - num_points_per_voxel, voxel_size, coors_range, - max_points, max_voxels, NDim); -} - -int nondeterministic_hard_voxelize_forward_impl( - const at::Tensor &points, at::Tensor &voxels, at::Tensor &coors, - at::Tensor &num_points_per_voxel, const std::vector voxel_size, - const std::vector coors_range, const int max_points, - const int max_voxels, const int NDim = 3) { - return DISPATCH_DEVICE_IMPL(nondeterministic_hard_voxelize_forward_impl, - points, voxels, coors, num_points_per_voxel, - voxel_size, coors_range, max_points, max_voxels, - NDim); -} - -void dynamic_voxelize_forward_impl(const at::Tensor &points, at::Tensor &coors, - const std::vector voxel_size, - const std::vector coors_range, - const int NDim = 3) { - DISPATCH_DEVICE_IMPL(dynamic_voxelize_forward_impl, points, coors, voxel_size, - coors_range, NDim); -} - -void hard_voxelize_forward(const at::Tensor &points, - const at::Tensor &voxel_size, - const at::Tensor &coors_range, at::Tensor &voxels, - at::Tensor &coors, at::Tensor &num_points_per_voxel, - at::Tensor &voxel_num, const int max_points, - const int max_voxels, const int NDim = 3, - const bool deterministic = true) { - int64_t *voxel_num_data = voxel_num.data_ptr(); - std::vector voxel_size_v( - voxel_size.data_ptr(), - voxel_size.data_ptr() + voxel_size.numel()); - std::vector coors_range_v( - coors_range.data_ptr(), - coors_range.data_ptr() + coors_range.numel()); - - if (deterministic) { - *voxel_num_data = hard_voxelize_forward_impl( - points, voxels, coors, num_points_per_voxel, voxel_size_v, - coors_range_v, max_points, max_voxels, NDim); - } else { - *voxel_num_data = nondeterministic_hard_voxelize_forward_impl( - points, voxels, coors, num_points_per_voxel, voxel_size_v, - coors_range_v, max_points, max_voxels, NDim); - } -} - -void dynamic_voxelize_forward(const at::Tensor &points, - const at::Tensor &voxel_size, - const at::Tensor &coors_range, at::Tensor &coors, - const int NDim = 3) { - std::vector voxel_size_v( - voxel_size.data_ptr(), - voxel_size.data_ptr() + voxel_size.numel()); - std::vector coors_range_v( - coors_range.data_ptr(), - coors_range.data_ptr() + coors_range.numel()); - dynamic_voxelize_forward_impl(points, coors, voxel_size_v, coors_range_v, - NDim); -} diff --git a/assets/cuda/mmcv/voxelization_cuda.cu b/assets/cuda/mmcv/voxelization_cuda.cu deleted file mode 100644 index f4166b7..0000000 --- a/assets/cuda/mmcv/voxelization_cuda.cu +++ /dev/null @@ -1,286 +0,0 @@ -// Copyright (c) OpenMMLab. All rights reserved. -#include -#include - -#include "pytorch_cuda_helper.hpp" -#include "voxelization_cuda_kernel.cuh" - -int HardVoxelizeForwardCUDAKernelLauncher( - const at::Tensor &points, at::Tensor &voxels, at::Tensor &coors, - at::Tensor &num_points_per_voxel, const std::vector voxel_size, - const std::vector coors_range, const int max_points, - const int max_voxels, const int NDim = 3) { - // current version tooks about 0.04s for one frame on cpu - // check device - - at::cuda::CUDAGuard device_guard(points.device()); - cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - - const int num_points = points.size(0); - const int num_features = points.size(1); - - const float voxel_x = voxel_size[0]; - const float voxel_y = voxel_size[1]; - const float voxel_z = voxel_size[2]; - const float coors_x_min = coors_range[0]; - const float coors_y_min = coors_range[1]; - const float coors_z_min = coors_range[2]; - const float coors_x_max = coors_range[3]; - const float coors_y_max = coors_range[4]; - const float coors_z_max = coors_range[5]; - - const int grid_x = round((coors_x_max - coors_x_min) / voxel_x); - const int grid_y = round((coors_y_max - coors_y_min) / voxel_y); - const int grid_z = round((coors_z_max - coors_z_min) / voxel_z); - - // map points to voxel coors - at::Tensor temp_coors = - at::zeros({num_points, NDim}, points.options().dtype(at::kInt)); - - dim3 grid(std::min(at::cuda::ATenCeilDiv(num_points, 512), 4096)); - dim3 block(512); - - // 1. link point to corresponding voxel coors - AT_DISPATCH_ALL_TYPES( - points.scalar_type(), "hard_voxelize_kernel", ([&] { - dynamic_voxelize_kernel<<>>( - points.contiguous().data_ptr(), - temp_coors.contiguous().data_ptr(), voxel_x, voxel_y, voxel_z, - coors_x_min, coors_y_min, coors_z_min, coors_x_max, coors_y_max, - coors_z_max, grid_x, grid_y, grid_z, num_points, num_features, - NDim); - })); - - AT_CUDA_CHECK(cudaGetLastError()); - - // 2. map point to the idx of the corresponding voxel, find duplicate coor - // create some temporary variables - auto point_to_pointidx = -at::ones( - { - num_points, - }, - points.options().dtype(at::kInt)); - auto point_to_voxelidx = -at::ones( - { - num_points, - }, - points.options().dtype(at::kInt)); - - dim3 map_grid(std::min(at::cuda::ATenCeilDiv(num_points, 512), 4096)); - dim3 map_block(512); - - AT_DISPATCH_ALL_TYPES( - temp_coors.scalar_type(), "determin_duplicate", ([&] { - point_to_voxelidx_kernel<<>>( - temp_coors.contiguous().data_ptr(), - point_to_voxelidx.contiguous().data_ptr(), - point_to_pointidx.contiguous().data_ptr(), max_points, - max_voxels, num_points, NDim); - })); - - AT_CUDA_CHECK(cudaGetLastError()); - - // 3. determine voxel num and voxel's coor index - // make the logic in the CUDA device could accelerate about 10 times - auto coor_to_voxelidx = -at::ones( - { - num_points, - }, - points.options().dtype(at::kInt)); - auto voxel_num = at::zeros( - { - 1, - }, - points.options().dtype(at::kInt)); // must be zero from the beginning - - AT_DISPATCH_ALL_TYPES(temp_coors.scalar_type(), "determin_duplicate", ([&] { - determin_voxel_num<<<1, 1, 0, stream>>>( - num_points_per_voxel.contiguous().data_ptr(), - point_to_voxelidx.contiguous().data_ptr(), - point_to_pointidx.contiguous().data_ptr(), - coor_to_voxelidx.contiguous().data_ptr(), - voxel_num.contiguous().data_ptr(), - max_points, max_voxels, num_points); - })); - - AT_CUDA_CHECK(cudaGetLastError()); - - // 4. copy point features to voxels - // Step 4 & 5 could be parallel - auto pts_output_size = num_points * num_features; - dim3 cp_grid(std::min(at::cuda::ATenCeilDiv(pts_output_size, 512), 4096)); - dim3 cp_block(512); - AT_DISPATCH_ALL_TYPES( - points.scalar_type(), "assign_point_to_voxel", ([&] { - assign_point_to_voxel<<>>( - pts_output_size, points.contiguous().data_ptr(), - point_to_voxelidx.contiguous().data_ptr(), - coor_to_voxelidx.contiguous().data_ptr(), - voxels.contiguous().data_ptr(), max_points, num_features, - num_points, NDim); - })); - // cudaDeviceSynchronize(); - // AT_CUDA_CHECK(cudaGetLastError()); - - // 5. copy coors of each voxels - auto coors_output_size = num_points * NDim; - dim3 coors_cp_grid( - std::min(at::cuda::ATenCeilDiv(coors_output_size, 512), 4096)); - dim3 coors_cp_block(512); - AT_DISPATCH_ALL_TYPES( - points.scalar_type(), "assign_point_to_voxel", ([&] { - assign_voxel_coors - <<>>( - coors_output_size, temp_coors.contiguous().data_ptr(), - point_to_voxelidx.contiguous().data_ptr(), - coor_to_voxelidx.contiguous().data_ptr(), - coors.contiguous().data_ptr(), num_points, NDim); - })); - - AT_CUDA_CHECK(cudaGetLastError()); - - auto voxel_num_cpu = voxel_num.to(at::kCPU); - int voxel_num_int = voxel_num_cpu.data_ptr()[0]; - - return voxel_num_int; -} - -int NondeterministicHardVoxelizeForwardCUDAKernelLauncher( - const at::Tensor &points, at::Tensor &voxels, at::Tensor &coors, - at::Tensor &num_points_per_voxel, const std::vector voxel_size, - const std::vector coors_range, const int max_points, - const int max_voxels, const int NDim = 3) { - at::cuda::CUDAGuard device_guard(points.device()); - cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - - const int num_points = points.size(0); - const int num_features = points.size(1); - - if (num_points == 0) return 0; - - dim3 blocks( - std::min(at::cuda::ATenCeilDiv(num_points, THREADS_PER_BLOCK), 4096)); - dim3 threads(THREADS_PER_BLOCK); - - const float voxel_x = voxel_size[0]; - const float voxel_y = voxel_size[1]; - const float voxel_z = voxel_size[2]; - const float coors_x_min = coors_range[0]; - const float coors_y_min = coors_range[1]; - const float coors_z_min = coors_range[2]; - const float coors_x_max = coors_range[3]; - const float coors_y_max = coors_range[4]; - const float coors_z_max = coors_range[5]; - - const int grid_x = round((coors_x_max - coors_x_min) / voxel_x); - const int grid_y = round((coors_y_max - coors_y_min) / voxel_y); - const int grid_z = round((coors_z_max - coors_z_min) / voxel_z); - - // map points to voxel coors - at::Tensor temp_coors = - at::zeros({num_points, NDim}, points.options().dtype(at::kInt)); - - // 1. link point to corresponding voxel coors - AT_DISPATCH_ALL_TYPES( - points.scalar_type(), "hard_voxelize_kernel", ([&] { - dynamic_voxelize_kernel<<>>( - points.contiguous().data_ptr(), - temp_coors.contiguous().data_ptr(), voxel_x, voxel_y, voxel_z, - coors_x_min, coors_y_min, coors_z_min, coors_x_max, coors_y_max, - coors_z_max, grid_x, grid_y, grid_z, num_points, num_features, - NDim); - })); - - at::Tensor coors_map; - at::Tensor reduce_count; - - auto coors_clean = temp_coors.masked_fill(temp_coors.lt(0).any(-1, true), -1); - - std::tie(temp_coors, coors_map, reduce_count) = - at::unique_dim(coors_clean, 0, true, true, false); - - if (temp_coors[0][0].lt(0).item()) { - // the first element of temp_coors is (-1,-1,-1) and should be removed - temp_coors = temp_coors.slice(0, 1); - coors_map = coors_map - 1; - } - - int num_coors = temp_coors.size(0); - temp_coors = temp_coors.to(at::kInt); - coors_map = coors_map.to(at::kInt); - - at::Tensor coors_count = at::zeros({1}, coors_map.options()); - at::Tensor coors_order = at::empty({num_coors}, coors_map.options()); - at::Tensor pts_id = at::zeros({num_points}, coors_map.options()); - reduce_count = at::zeros({num_coors}, coors_map.options()); - - AT_DISPATCH_ALL_TYPES( - points.scalar_type(), "get_assign_pos", ([&] { - nondeterministic_get_assign_pos<<>>( - num_points, coors_map.contiguous().data_ptr(), - pts_id.contiguous().data_ptr(), - coors_count.contiguous().data_ptr(), - reduce_count.contiguous().data_ptr(), - coors_order.contiguous().data_ptr()); - })); - - AT_DISPATCH_ALL_TYPES( - points.scalar_type(), "assign_point_to_voxel", ([&] { - nondeterministic_assign_point_voxel - <<>>( - num_points, points.contiguous().data_ptr(), - coors_map.contiguous().data_ptr(), - pts_id.contiguous().data_ptr(), - temp_coors.contiguous().data_ptr(), - reduce_count.contiguous().data_ptr(), - coors_order.contiguous().data_ptr(), - voxels.contiguous().data_ptr(), - coors.contiguous().data_ptr(), - num_points_per_voxel.contiguous().data_ptr(), - max_voxels, max_points, num_features, NDim); - })); - AT_CUDA_CHECK(cudaGetLastError()); - return max_voxels < num_coors ? max_voxels : num_coors; -} - -void DynamicVoxelizeForwardCUDAKernelLauncher( - const at::Tensor &points, at::Tensor &coors, - const std::vector voxel_size, const std::vector coors_range, - const int NDim = 3) { - // current version tooks about 0.04s for one frame on cpu - // check device - - at::cuda::CUDAGuard device_guard(points.device()); - cudaStream_t stream = at::cuda::getCurrentCUDAStream(); - - const int num_points = points.size(0); - const int num_features = points.size(1); - - const float voxel_x = voxel_size[0]; - const float voxel_y = voxel_size[1]; - const float voxel_z = voxel_size[2]; - const float coors_x_min = coors_range[0]; - const float coors_y_min = coors_range[1]; - const float coors_z_min = coors_range[2]; - const float coors_x_max = coors_range[3]; - const float coors_y_max = coors_range[4]; - const float coors_z_max = coors_range[5]; - - const int grid_x = round((coors_x_max - coors_x_min) / voxel_x); - const int grid_y = round((coors_y_max - coors_y_min) / voxel_y); - const int grid_z = round((coors_z_max - coors_z_min) / voxel_z); - - const int col_blocks = at::cuda::ATenCeilDiv(num_points, THREADS_PER_BLOCK); - dim3 blocks(col_blocks); - dim3 threads(THREADS_PER_BLOCK); - - AT_DISPATCH_ALL_TYPES(points.scalar_type(), "dynamic_voxelize_kernel", [&] { - dynamic_voxelize_kernel<<>>( - points.contiguous().data_ptr(), - coors.contiguous().data_ptr(), voxel_x, voxel_y, voxel_z, - coors_x_min, coors_y_min, coors_z_min, coors_x_max, coors_y_max, - coors_z_max, grid_x, grid_y, grid_z, num_points, num_features, NDim); - }); - - AT_CUDA_CHECK(cudaGetLastError()); -} diff --git a/assets/cuda/mmcv/voxelization_cuda_kernel.cuh b/assets/cuda/mmcv/voxelization_cuda_kernel.cuh deleted file mode 100644 index 021b488..0000000 --- a/assets/cuda/mmcv/voxelization_cuda_kernel.cuh +++ /dev/null @@ -1,216 +0,0 @@ -// Copyright (c) OpenMMLab. All rights reserved. -#ifndef VOXELIZATION_CUDA_KERNEL_CUH -#define VOXELIZATION_CUDA_KERNEL_CUH - -#ifdef MMCV_USE_PARROTS -#include "parrots_cuda_helper.hpp" -#else -#include "pytorch_cuda_helper.hpp" -#endif - -typedef enum { SUM = 0, MEAN = 1, MAX = 2 } reduce_t; - -template -__global__ void dynamic_voxelize_kernel( - const T* points, T_int* coors, const float voxel_x, const float voxel_y, - const float voxel_z, const float coors_x_min, const float coors_y_min, - const float coors_z_min, const float coors_x_max, const float coors_y_max, - const float coors_z_max, const int grid_x, const int grid_y, - const int grid_z, const int num_points, const int num_features, - const int NDim) { - // const int index = blockIdx.x * threadsPerBlock + threadIdx.x; - CUDA_1D_KERNEL_LOOP(index, num_points) { - // To save some computation - auto points_offset = points + index * num_features; - auto coors_offset = coors + index * NDim; - int c_x = floorf((points_offset[0] - coors_x_min) / voxel_x); - if (c_x < 0 || c_x >= grid_x) { - coors_offset[0] = -1; - continue; - } - - int c_y = floorf((points_offset[1] - coors_y_min) / voxel_y); - if (c_y < 0 || c_y >= grid_y) { - coors_offset[0] = -1; - coors_offset[1] = -1; - continue; - } - - int c_z = floorf((points_offset[2] - coors_z_min) / voxel_z); - if (c_z < 0 || c_z >= grid_z) { - coors_offset[0] = -1; - coors_offset[1] = -1; - coors_offset[2] = -1; - } else { - coors_offset[0] = c_z; - coors_offset[1] = c_y; - coors_offset[2] = c_x; - } - } -} - -template -__global__ void assign_point_to_voxel(const int nthreads, const T* points, - T_int* point_to_voxelidx, - T_int* coor_to_voxelidx, T* voxels, - const int max_points, - const int num_features, - const int num_points, const int NDim) { - CUDA_1D_KERNEL_LOOP(thread_idx, nthreads) { - // const int index = blockIdx.x * threadsPerBlock + threadIdx.x; - int index = thread_idx / num_features; - - int num = point_to_voxelidx[index]; - int voxelidx = coor_to_voxelidx[index]; - if (num > -1 && voxelidx > -1) { - auto voxels_offset = - voxels + voxelidx * max_points * num_features + num * num_features; - - int k = thread_idx % num_features; - voxels_offset[k] = points[thread_idx]; - } - } -} - -template -__global__ void assign_voxel_coors(const int nthreads, T_int* coor, - T_int* point_to_voxelidx, - T_int* coor_to_voxelidx, T_int* voxel_coors, - const int num_points, const int NDim) { - CUDA_1D_KERNEL_LOOP(thread_idx, nthreads) { - // const int index = blockIdx.x * threadsPerBlock + threadIdx.x; - // if (index >= num_points) return; - int index = thread_idx / NDim; - int num = point_to_voxelidx[index]; - int voxelidx = coor_to_voxelidx[index]; - if (num == 0 && voxelidx > -1) { - auto coors_offset = voxel_coors + voxelidx * NDim; - int k = thread_idx % NDim; - coors_offset[k] = coor[thread_idx]; - } - } -} - -template -__global__ void point_to_voxelidx_kernel(const T_int* coor, - T_int* point_to_voxelidx, - T_int* point_to_pointidx, - const int max_points, - const int max_voxels, - const int num_points, const int NDim) { - CUDA_1D_KERNEL_LOOP(index, num_points) { - auto coor_offset = coor + index * NDim; - // skip invalid points - if (coor_offset[0] == -1) continue; - - int num = 0; - int coor_x = coor_offset[0]; - int coor_y = coor_offset[1]; - int coor_z = coor_offset[2]; - // only calculate the coors before this coor[index] - for (int i = 0; i < index; ++i) { - auto prev_coor = coor + i * NDim; - if (prev_coor[0] == -1) continue; - - // Find all previous points that have the same coors - // if find the same coor, record it - if ((prev_coor[0] == coor_x) && (prev_coor[1] == coor_y) && - (prev_coor[2] == coor_z)) { - num++; - if (num == 1) { - // point to the same coor that first show up - point_to_pointidx[index] = i; - } else if (num >= max_points) { - // out of boundary - break; - } - } - } - if (num == 0) { - point_to_pointidx[index] = index; - } - if (num < max_points) { - point_to_voxelidx[index] = num; - } - } -} - -template -__global__ void determin_voxel_num( - // const T_int* coor, - T_int* num_points_per_voxel, T_int* point_to_voxelidx, - T_int* point_to_pointidx, T_int* coor_to_voxelidx, T_int* voxel_num, - const int max_points, const int max_voxels, const int num_points) { - // only calculate the coors before this coor[index] - for (int i = 0; i < num_points; ++i) { - int point_pos_in_voxel = point_to_voxelidx[i]; - // record voxel - if (point_pos_in_voxel == -1) { - // out of max_points or invalid point - continue; - } else if (point_pos_in_voxel == 0) { - // record new voxel - int voxelidx = voxel_num[0]; - if (voxel_num[0] >= max_voxels) continue; - voxel_num[0] += 1; - coor_to_voxelidx[i] = voxelidx; - num_points_per_voxel[voxelidx] = 1; - } else { - int point_idx = point_to_pointidx[i]; - int voxelidx = coor_to_voxelidx[point_idx]; - if (voxelidx != -1) { - coor_to_voxelidx[i] = voxelidx; - num_points_per_voxel[voxelidx] += 1; - } - } - } -} - -__global__ void nondeterministic_get_assign_pos( - const int nthreads, const int32_t* coors_map, int32_t* pts_id, - int32_t* coors_count, int32_t* reduce_count, int32_t* coors_order) { - CUDA_1D_KERNEL_LOOP(thread_idx, nthreads) { - int coors_idx = coors_map[thread_idx]; - if (coors_idx > -1) { - int32_t coors_pts_pos = atomicAdd(&reduce_count[coors_idx], 1); - pts_id[thread_idx] = coors_pts_pos; - if (coors_pts_pos == 0) { - coors_order[coors_idx] = atomicAdd(coors_count, 1); - } - } - } -} - -template -__global__ void nondeterministic_assign_point_voxel( - const int nthreads, const T* points, const int32_t* coors_map, - const int32_t* pts_id, const int32_t* coors_in, const int32_t* reduce_count, - const int32_t* coors_order, T* voxels, int32_t* coors, int32_t* pts_count, - const int max_voxels, const int max_points, const int num_features, - const int NDim) { - CUDA_1D_KERNEL_LOOP(thread_idx, nthreads) { - int coors_idx = coors_map[thread_idx]; - int coors_pts_pos = pts_id[thread_idx]; - if (coors_idx > -1 && coors_pts_pos < max_points) { - int coors_pos = coors_order[coors_idx]; - if (coors_pos < max_voxels) { - auto voxels_offset = - voxels + (coors_pos * max_points + coors_pts_pos) * num_features; - auto points_offset = points + thread_idx * num_features; - for (int k = 0; k < num_features; k++) { - voxels_offset[k] = points_offset[k]; - } - if (coors_pts_pos == 0) { - pts_count[coors_pos] = min(reduce_count[coors_idx], max_points); - auto coors_offset = coors + coors_pos * NDim; - auto coors_in_offset = coors_in + coors_idx * NDim; - for (int k = 0; k < NDim; k++) { - coors_offset[k] = coors_in_offset[k]; - } - } - } - } - } -} - -#endif // VOXELIZATION_CUDA_KERNEL_CUH diff --git a/assets/cuda/mmcv/voxelize.py b/assets/cuda/mmcv/voxelize.py deleted file mode 100644 index 10a6d5c..0000000 --- a/assets/cuda/mmcv/voxelize.py +++ /dev/null @@ -1,189 +0,0 @@ -# Copyright (c) OpenMMLab. All rights reserved. -from typing import Any, List, Tuple, Union - -import torch -from torch import nn -from torch.autograd import Function -from torch.nn.modules.utils import _pair - -# from utils import ext_loader -import importlib -def load_ext(name, funcs): - ext = importlib.import_module('mmcv.' + name) - for fun in funcs: - assert hasattr(ext, fun), f'{fun} miss in module {name}' - return ext - -ext_module = load_ext( - '_ext', ['dynamic_voxelize_forward', 'hard_voxelize_forward']) - - -class _Voxelization(Function): - - @staticmethod - def forward( - ctx: Any, - points: torch.Tensor, - voxel_size: Union[tuple, float], - coors_range: Union[tuple, float], - max_points: int = 35, - max_voxels: int = 20000, - deterministic: bool = True) -> Union[Tuple[torch.Tensor], Tuple]: - """Convert kitti points(N, >=3) to voxels. - - Args: - points (torch.Tensor): [N, ndim]. Points[:, :3] contain xyz points - and points[:, 3:] contain other information like reflectivity. - voxel_size (tuple or float): The size of voxel with the shape of - [3]. - coors_range (tuple or float): The coordinate range of voxel with - the shape of [6]. - max_points (int, optional): maximum points contained in a voxel. if - max_points=-1, it means using dynamic_voxelize. Default: 35. - max_voxels (int, optional): maximum voxels this function create. - for second, 20000 is a good choice. Users should shuffle points - before call this function because max_voxels may drop points. - Default: 20000. - deterministic: bool. whether to invoke the non-deterministic - version of hard-voxelization implementations. non-deterministic - version is considerablly fast but is not deterministic. only - affects hard voxelization. default True. for more information - of this argument and the implementation insights, please refer - to the following links: - https://github.com/open-mmlab/mmdetection3d/issues/894 - https://github.com/open-mmlab/mmdetection3d/pull/904 - it is an experimental feature and we will appreciate it if - you could share with us the failing cases. - - Returns: - tuple[torch.Tensor]: tuple[torch.Tensor]: A tuple contains three - elements. The first one is the output voxels with the shape of - [M, max_points, n_dim], which only contain points and returned - when max_points != -1. The second is the voxel coordinates with - shape of [M, 3]. The last is number of point per voxel with the - shape of [M], which only returned when max_points != -1. - """ - if max_points == -1 or max_voxels == -1: - coors = points.new_zeros(size=(points.size(0), 3), dtype=torch.int) - ext_module.dynamic_voxelize_forward( - points, - torch.tensor(voxel_size, dtype=torch.float), - torch.tensor(coors_range, dtype=torch.float), - coors, - NDim=3) - return coors - else: - voxels = points.new_zeros( - size=(max_voxels, max_points, points.size(1))) - coors = points.new_zeros(size=(max_voxels, 3), dtype=torch.int) - num_points_per_voxel = points.new_zeros( - size=(max_voxels, ), dtype=torch.int) - voxel_num = torch.zeros(size=(), dtype=torch.long) - ext_module.hard_voxelize_forward( - points, - torch.tensor(voxel_size, dtype=torch.float), - torch.tensor(coors_range, dtype=torch.float), - voxels, - coors, - num_points_per_voxel, - voxel_num, - max_points=max_points, - max_voxels=max_voxels, - NDim=3, - deterministic=deterministic) - # select the valid voxels - voxels_out = voxels[:voxel_num] - coors_out = coors[:voxel_num] - num_points_per_voxel_out = num_points_per_voxel[:voxel_num] - return voxels_out, coors_out, num_points_per_voxel_out - - -voxelization = _Voxelization.apply - - -class Voxelization(nn.Module): - """Convert kitti points(N, >=3) to voxels. - - Please refer to `Point-Voxel CNN for Efficient 3D Deep Learning - `_ for more details. - - Args: - voxel_size (tuple or float): The size of voxel with the shape of [3]. - point_cloud_range (tuple or float): The coordinate range of voxel with - the shape of [6]. - max_num_points (int): maximum points contained in a voxel. if - max_points=-1, it means using dynamic_voxelize. - max_voxels (int, optional): maximum voxels this function create. - for second, 20000 is a good choice. Users should shuffle points - before call this function because max_voxels may drop points. - Default: 20000. - """ - - def __init__(self, - voxel_size: List, - point_cloud_range: List, - max_num_points: int, - max_voxels: Union[tuple, int] = 20000, - deterministic: bool = True): - """ - Args: - voxel_size (list): list [x, y, z] size of three dimension - point_cloud_range (list): - [x_min, y_min, z_min, x_max, y_max, z_max] - max_num_points (int): max number of points per voxel - max_voxels (tuple or int): max number of voxels in - (training, testing) time - deterministic: bool. whether to invoke the non-deterministic - version of hard-voxelization implementations. non-deterministic - version is considerablly fast but is not deterministic. only - affects hard voxelization. default True. for more information - of this argument and the implementation insights, please refer - to the following links: - https://github.com/open-mmlab/mmdetection3d/issues/894 - https://github.com/open-mmlab/mmdetection3d/pull/904 - it is an experimental feature and we will appreciate it if - you could share with us the failing cases. - """ - super().__init__() - - self.voxel_size = voxel_size - self.point_cloud_range = point_cloud_range - self.max_num_points = max_num_points - if isinstance(max_voxels, tuple): - self.max_voxels = max_voxels - else: - self.max_voxels = _pair(max_voxels) - self.deterministic = deterministic - - point_cloud_range = torch.tensor( - point_cloud_range, dtype=torch.float32) - voxel_size = torch.tensor(voxel_size, dtype=torch.float32) - grid_size = ( - point_cloud_range[3:] - # type: ignore - point_cloud_range[:3]) / voxel_size # type: ignore - grid_size = torch.round(grid_size).long() - input_feat_shape = grid_size[:2] - self.grid_size = grid_size - # the origin shape is as [x-len, y-len, z-len] - # [w, h, d] -> [d, h, w] - self.pcd_shape = [*input_feat_shape, 1][::-1] - - def forward(self, input: torch.Tensor) -> torch.Tensor: - if self.training: - max_voxels = self.max_voxels[0] - else: - max_voxels = self.max_voxels[1] - - return voxelization(input, self.voxel_size, self.point_cloud_range, - self.max_num_points, max_voxels, - self.deterministic) - - def __repr__(self): - s = self.__class__.__name__ + '(' - s += 'voxel_size=' + str(self.voxel_size) - s += ', point_cloud_range=' + str(self.point_cloud_range) - s += ', max_num_points=' + str(self.max_num_points) - s += ', max_voxels=' + str(self.max_voxels) - s += ', deterministic=' + str(self.deterministic) - s += ')' - return s diff --git a/assets/docs/index_eval_v2.pkl b/assets/docs/index_eval_v2.pkl deleted file mode 100644 index 3bf3e5a8270e5ca4b3ce90cd4bdd045f064c70f2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 147342 zcmaI9-3l~ImK`>dWy}ATNAh?q%eF9wp=qX|@;~d+&oG$5m_bx!RgI<^zk?p&T==3j z=)wqJ2-7t4GR6!-7e@GE7@9%v;I(#EW~{YOM4xl|hqJzwnH8~P$Nq~Q|LpJl^S}Q) 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z&BZ3?mAIjBtIID5NVJknX?2m0hDyWD9!^w}=cSVys&-9>6RkKr^A0vtTw9eAmE?JR zcthcOZdsy|JTEiaP^~Oxc_vzMcxGugRI7vOQlb@?zWQl@8d@vMVD>MyqFDrZaB<%g zA8s~FqLM58Jlpe&D$!>Fsd(N;YZ9MmmEEwNwxMuOb|04L{7}d$0SzVW&izA) zDpxXYHGQnAB&+*rlUrpsEaRo2>a$5+qAI)L>FW)JOL4llY$d9)8|5s2No_;<-o33# ziK?87=R7x5T=Q8bs*x3WNv_Jd_)~%n71#XmiK-;) i*&_TJDz5p%5>+`De@MQeaD6pQROMXGFI{;4=l=th(G?B= diff --git a/assets/tests/README.md b/assets/tests/README.md deleted file mode 100644 index ee80f86..0000000 --- a/assets/tests/README.md +++ /dev/null @@ -1,42 +0,0 @@ -Mics Tests (Speed,) ---- - -Some speed comparison testing in algorithms and data structures. - - -## Cal Chamfer Distance - -Points num: pc0: 88132, pc1: 88101 - -| Function | Time (ms) | -| :---: | :---: | -| CUDA(Old, SCOOP, Batch) | 83.275 | -| Faiss | 368.269 | -| Pytorch3D | 61.474 | -| CUDA(New, NonBatch) Ours| 33.199 | -| CUDA(New, SharedM) Ours | 17.379 | - - -## Cal HDBSCAN - -Points num: pc0: 85396, pc1: 85380 - -| Function | Time (s) | -| :---: | :---: | -| cuml | 1.604 | -| sklearn | 31.946 | -| scikit-hdbscan | 3.064 | - -dependence: [cuml](https://github.com/rapidsai/cuml) -```bash -# cuml -mamba create -n rapids -c rapidsai -c conda-forge -c nvidia rapids=23.12 python=3.9 cuda-version=11.8 pytorch -mamba activate rapids - -# sklearn -mamba install -c conda-forge scikit-learn - -# scikit-hdbscan (independent version) -mamba install -c conda-forge hdbscan - -``` \ No newline at end of file diff --git a/assets/tests/chamferdis_speed_test.py b/assets/tests/chamferdis_speed_test.py deleted file mode 100644 index e53c33a..0000000 --- a/assets/tests/chamferdis_speed_test.py +++ /dev/null @@ -1,128 +0,0 @@ -""" -# Created: 2023-08-09 23:40 -# Copyright (C) 2023-now, RPL, KTH Royal Institute of Technology -# Author: Qingwen Zhang (https://kin-zhang.github.io/) -# -# -# Description: Test which existing chamfer distance is faster. - -Dependence for this test scripts: - * faiss-gpu - * Pytorch3d - * mmcv -""" -import os, sys -BASE_DIR = os.path.abspath(os.path.join( os.path.dirname( __file__ ), '..' )) -BASEF_DIR = os.path.abspath(os.path.join( os.path.dirname( __file__ ), '../..')) -sys.path.append(BASE_DIR) -sys.path.append(BASEF_DIR) - -import torch -import numpy as np -import time - -FAISS_TEST = True -PYTORCH3D_TEST = True -MMCV_TEST = False -CUDA_TEST = True - -if __name__ == "__main__": - pc0 = np.load(f'{BASEF_DIR}/assets/tests/test_pc0.npy') - pc1 = np.load(f'{BASEF_DIR}/assets/tests/test_pc1.npy') - print('Start status on GPU allocation: {:.3f}MB'.format(torch.cuda.memory_allocated()/1024**2)) - pc0 = torch.from_numpy(pc0[...,:3]).float().cuda().contiguous() - pc1 = torch.from_numpy(pc1[...,:3]).float().cuda().contiguous() - pc0.requires_grad = True - pc1.requires_grad = True - - print(pc0.shape, "demo data: ", pc0[0]) - print(pc1.shape, "demo data: ", pc1[0]) - print('Status after loading data: {:.3f}MB'.format(torch.cuda.memory_allocated()/1024**2)) - - time.sleep(1) - if FAISS_TEST: - print("------ START Faiss Chamfer Distance Cal ------") - import faiss - import faiss.contrib.torch_utils - def faiss_chamfer_distance(pc1, pc2): - def faiss_knn(pc1, pc2): - res = faiss.StandardGpuResources() - index = faiss.GpuIndexFlatL2(res, 3) - index.add(pc2) - distances, indices = index.search(pc1, 1) # [N_1, 1] - return distances - pc1_knn = faiss_knn(pc1, pc2) - pc2_knn = faiss_knn(pc2, pc1) - - # # NOTE: truncated Chamfer distance. - # dist_thd = 2 - # pc1_knn[pc1_knn >= dist_thd] = 0.0 - # pc2_knn[pc2_knn >= dist_thd] = 0.0 - - # NOTE: Chamfer distance. mean based on pts number - cham_pc1 = pc1_knn.mean() - cham_pc2 = pc2_knn.mean() - - return cham_pc1 + cham_pc2 - - start_time = time.time() - loss = faiss_chamfer_distance(pc0, pc1) - print("loss: ", loss) - print(f"Faiss Chamfer Distance Cal time: {(time.time() - start_time)*1000:.3f} ms]\n") - - if PYTORCH3D_TEST: - print("------ START Pytorch3d Chamfer Distance Cal ------") - from src.models.basic.nsfp_module import my_chamfer_fn - start_time = time.time() - loss0, _ = my_chamfer_fn(pc0.unsqueeze(0), pc1.unsqueeze(0), truncate_dist=False) - - print(f"Pytorch3d Chamfer Distance Cal time: {(time.time() - start_time)*1000:.3f} ms") - print("loss: ", loss0) - print() - - if MMCV_TEST: - # NOTE: mmcv chamfer distance is on x,y only.. That's why the result is not correct. - # DONE: the result is not correct.... - print("------ START mmcv 2D Chamfer Distance Cal ------") - from mmcv.ops import chamfer_distance - start_time = time.time() - dis0, dis1, idx0, idx1= chamfer_distance(pc0.unsqueeze(0), pc1.unsqueeze(0)) - loss_0t1 = torch.sum(dis0) / pc0.shape[0] - loss_1t0 = torch.sum(dis1) / pc1.shape[0] - - loss = loss_0t1 + loss_1t0 - print("loss: ", loss) - print(f"mmcv Chamfer Distance Cal time: {(time.time() - start_time)*1000:.3f} ms\n") - - if CUDA_TEST: - print("------ START CUDA Chamfer Distance Cal ------") - from assets.cuda.chamfer3D import nnChamferDis - start_time = time.time() - loss = nnChamferDis(truncate_dist=False)(pc0, pc1) - print("loss: ", loss) - print(f"Chamfer Distance Cal time: {(time.time() - start_time)*1000:.3f} ms") - print() - -""" -0: 0.000MB -torch.Size([88132, 3]) demo data: tensor([-8.2266, 8.3516, 1.4922], device='cuda:0', grad_fn=) -torch.Size([88101, 3]) demo data: tensor([-7.9961, 8.1328, 0.4839], device='cuda:0', grad_fn=) -1: 2.017MB - ------- START Faiss Chamfer Distance Cal ------ -loss: tensor(0.1710, device='cuda:0') -Faiss Chamfer Distance Cal time: 817.698 ms - ------- START Pytorch3d Chamfer Distance Cal ------ -Pytorch3d Chamfer Distance Cal time: 68.256 ms -loss: tensor(0.1710, device='cuda:0', grad_fn=) - ------- START mmcv 2D Chamfer Distance Cal ------ -loss: tensor(0.0591, device='cuda:0', grad_fn=) -mmcv Chamfer Distance Cal time: 651.510 ms - ------- START CUDA Chamfer Distance Cal ------ -Chamfer Distance Cal time: 14.308 ms -loss: tensor(0.1710, device='cuda:0', grad_fn=) - -""" \ No newline at end of file diff --git a/assets/tests/hdbscan_speed.py b/assets/tests/hdbscan_speed.py deleted file mode 100644 index f92580d..0000000 --- a/assets/tests/hdbscan_speed.py +++ /dev/null @@ -1,99 +0,0 @@ -""" -# Created: 2023-12-18 17:23 -# Copyright (C) 2023-now, RPL, KTH Royal Institute of Technology -# Author: Qingwen Zhang (https://kin-zhang.github.io/) -# -# -# -# Description: Test which existing hdbscan speed -""" -import os, sys -BASEF_DIR = os.path.abspath(os.path.join( os.path.dirname( __file__ ), '../..')) -sys.path.append(BASEF_DIR) -import torch, time -import numpy as np - -# ------ Three different hdbscan implementations ------ -from cuml.cluster import hdbscan -from sklearn.cluster import HDBSCAN -import hdbscan as cpu_hdbscan - -from src.utils.o3d_view import MyVisualizer, color_map -import open3d as o3d - -MAX_AXIS_RANGE = 60 - -def vis(pc0, labels, title='HDBSCAN'): - # visualize - vis = MyVisualizer(view_file=f'{BASEF_DIR}/assets/view/av2.json', window_title=title) - pcd = o3d.geometry.PointCloud() - num_points = pc0.shape[0] - pcd.points = o3d.utility.Vector3dVector(pc0) - pcd.colors = o3d.utility.Vector3dVector(np.zeros((num_points, 3))) - for i in range(num_points): - if labels[i] >= 0: - # print(i, labels[i]) - pcd.colors[i] = color_map[labels[i] % len(color_map)] - vis.show([pcd]) - 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