PyTorch implementation of Pointnet2/Pointnet++

Related tags

Deep Learningpoint-cloudpytorchhydrapointnet2pytorch-lightning
Overview

Pointnet2/Pointnet++ PyTorch

Project Status: Unmaintained. Due to finite time, I have no plans to update this code and I will not be responding to issues.

  • Implemention of Pointnet2/Pointnet++ written in PyTorch.
  • Supports Multi-GPU via nn.DataParallel.
  • Supports PyTorch version >= 1.0.0. Use v1.0 for support of older versions of PyTorch.

See the official code release for the paper (in tensorflow), charlesq34/pointnet2, for official model definitions and hyper-parameters.

The custom ops used by Pointnet++ are currently ONLY supported on the GPU using CUDA.

Setup

  • Install python -- This repo is tested with {3.6, 3.7}

  • Install pytorch with CUDA -- This repo is tested with {1.4, 1.5}. It may work with versions newer than 1.5, but this is not guaranteed.

  • Install dependencies

    pip install -r requirements.txt

Example training

Install with: pip install -e .

There example training script can be found in pointnet2/train.py. The training examples are built using PyTorch Lightning and Hydra.

A classifion pointnet can be trained as

python pointnet2/train.py task=cls

# Or with model=msg for multi-scale grouping

python pointnet2/train.py task=cls model=msg

Similarly, semantic segmentation can be trained by changing the task to semseg

python pointnet2/train.py task=semseg

Multi-GPU training can be enabled by passing a list of GPU ids to use, for instance

python pointnet2/train.py task=cls gpus=[0,1,2,3]

Building only the CUDA kernels

pip install pointnet2_ops_lib/.

# Or if you would like to install them directly (this can also be used in a requirements.txt)

pip install "git+git://github.com/erikwijmans/Pointnet2_PyTorch.git#egg=pointnet2_ops&subdirectory=pointnet2_ops_lib"

Contributing

This repository uses black for linting and style enforcement on python code. For c++/cuda code, clang-format is used for style. The simplest way to comply with style is via pre-commit

pip install pre-commit
pre-commit install

Citation

@article{pytorchpointnet++,
      Author = {Erik Wijmans},
      Title = {Pointnet++ Pytorch},
      Journal = {https://github.com/erikwijmans/Pointnet2_PyTorch},
      Year = {2018}
}

@inproceedings{qi2017pointnet++,
    title={Pointnet++: Deep hierarchical feature learning on point sets in a metric space},
    author={Qi, Charles Ruizhongtai and Yi, Li and Su, Hao and Guibas, Leonidas J},
    booktitle={Advances in Neural Information Processing Systems},
    pages={5099--5108},
    year={2017}
}
Comments
  • Low Accuracy on Indoor3DSeg Dataset

    Low Accuracy on Indoor3DSeg Dataset

    Hi! Could you include your trained model & accuracy on these two datasets?

    I tried the default configuration on Indoor3DSemSeg using MSG. However, the accuracy is pretty low (~0.33) on test set. Could you let me know if this is not a full implementation or I just missed something?

    Thanks!

    opened by ShilinC 13
  • about farthest point sampling

    about farthest point sampling

    Hi, authors,

    The Farthest Point Sampling (FPS) is applied in the official implementation of pointnet2. However, I could not find FPS implementation in your package? Does your package provide FPS function?

    THX!

    opened by amiltonwong 8
  • python2.7 support

    python2.7 support

    Probably a good idea to support python2.7. Supporting python2.7 will involve:

    1. Switch to pre-python3.6 typing.
    2. Add the necessary from __future__ import statements.

    These steps will also need to be repeated for my pytorch utils library: https://github.com/erikwijmans/etw_pytorch_utils

    Finally, py35 and py27 should be added to the envlist in tox.ini.

    enhancement help wanted 
    opened by erikwijmans 8
  • ImportError：_pointnet2.so: undefined symbol: PyInt_FromLong

    ImportError：_pointnet2.so: undefined symbol: PyInt_FromLong

    hi erikwijmans: environment of my computer is ubuntu16.04, cuda9.0 pytorch0.4.1 and gtx 1060 I just follow your steps: 1.mkdir build && cd build 2.cmake .. && make and successful But when I run the train_sem_seg.py , I got the error. /usr/bin/python3.5 /home/mengzhen/PointNet/Pointnet2_PyTorch/pointnet2/train/train_sem_seg.py Traceback (most recent call last): File "/home/mengzhen/PointNet/Pointnet2_PyTorch/pointnet2/train/train_sem_seg.py", line 11, in from pointnet2.models import Pointnet2SemMSG as Pointnet File "/home/mengzhen/PointNet/Pointnet2_PyTorch/pointnet2/init.py", line 1, in from . import utils File "/home/mengzhen/PointNet/Pointnet2_PyTorch/pointnet2/utils/init.py", line 1, in from . import pointnet2_utils File "/home/mengzhen/PointNet/Pointnet2_PyTorch/pointnet2/utils/pointnet2_utils.py", line 10, in from pointnet2.utils._ext import pointnet2 File "/home/mengzhen/PointNet/Pointnet2_PyTorch/pointnet2/utils/_ext/pointnet2/init.py", line 3, in from ._pointnet2 import lib as _lib, ffi as _ffi ImportError: /home/mengzhen/PointNet/Pointnet2_PyTorch/pointnet2/utils/_ext/pointnet2/_pointnet2.so: undefined symbol: PyInt_FromLong

    Process finished with exit code 1 could you help me? Thank you very much! Smm

    opened by smmdream 7
  • Pytorch 1.0.0 support issue

    Pytorch 1.0.0 support issue

    Hello, erikwijmans, I really appreciate that you wrote this awesome code in Pytorch. I tried to run this code on my conda environment (Pytorch 1.0.0 installed), got this error:

    (jmpark_py36) [email protected]:/media/rit/HDD/pdm/Pointnet2_PyTorch/build$ make Scanning dependencies of target pointnet2_ext [ 20%] Building NVCC (Device) object CMakeFiles/cuda_compile_1.dir/pointnet2/utils/csrc/cuda_compile_1_generated_ball_query_gpu.cu.o [ 40%] Building NVCC (Device) object CMakeFiles/cuda_compile_1.dir/pointnet2/utils/csrc/cuda_compile_1_generated_group_points_gpu.cu.o [ 60%] Building NVCC (Device) object CMakeFiles/cuda_compile_1.dir/pointnet2/utils/csrc/cuda_compile_1_generated_interpolate_gpu.cu.o [ 80%] Building NVCC (Device) object CMakeFiles/cuda_compile_1.dir/pointnet2/utils/csrc/cuda_compile_1_generated_sampling_gpu.cu.o [100%] Generating ../pointnet2/utils/_ext/pointnet2/_pointnet2.so Traceback (most recent call last): File "/media/rit/HDD/pdm/Pointnet2_PyTorch/pointnet2/utils/build_ffi.py", line 4, in from torch.utils.ffi import create_extension File "/home/rit/anaconda3/envs/jmpark_py36/lib/python3.6/site-packages/torch/utils/ffi/init.py", line 1, in raise ImportError("torch.utils.ffi is deprecated. Please use cpp extensions instead.") ImportError: torch.utils.ffi is deprecated. Please use cpp extensions instead. CMakeFiles/pointnet2_ext.dir/build.make:67: recipe for target '../pointnet2/utils/_ext/pointnet2/_pointnet2.so' failed make[2]: *** [../pointnet2/utils/_ext/pointnet2/_pointnet2.so] Error 1 CMakeFiles/Makefile2:67: recipe for target 'CMakeFiles/pointnet2_ext.dir/all' failed make[1]: *** [CMakeFiles/pointnet2_ext.dir/all] Error 2 Makefile:83: recipe for target 'all' failed make: *** [all] Error 2

    I think this is because of the version mismatch. Can you provide me any suggestions? Thank you!

    Regards,

    opened by chickenbestlover 7
  • report error while test train code

    report error while test train code 

    python pointnet2/train.py task=cls

    report error:

    Epoch 1: 100%|██████████████| 385/385 [01:29<00:00,  4.31it/s, loss=1.314, train_acc=0.562, v_num=4, val_acc=0.654, val_loss=1.2]
Epoch 00000: val_acc reached 0.65385 (best 0.65385), saving model to cls-ssg/epoch=0-val_loss=1.20-val_acc=0.654.ckpt as top 2   
[2020-06-10 14:15:12,645][lightning][INFO] - 
Epoch 00000: val_acc reached 0.65385 (best 0.65385), saving model to cls-ssg/epoch=0-val_loss=1.20-val_acc=0.654.ckpt as top 2
/home/kb/.local/lib/python3.6/site-packages/torch/optim/lr_scheduler.py:200: UserWarning: Please also save or load the state of the optimzer when saving or loading the scheduler.
  warnings.warn(SAVE_STATE_WARNING, UserWarning)
Traceback (most recent call last):
  File "pointnet2/train.py", line 61, in <module>
    main()
  File "/home/kb/.local/lib/python3.6/site-packages/hydra/main.py", line 24, in decorated_main
    strict=strict,
  File "/home/kb/.local/lib/python3.6/site-packages/hydra/_internal/utils.py", line 174, in run_hydra
    overrides=args.overrides,
  File "/home/kb/.local/lib/python3.6/site-packages/hydra/_internal/hydra.py", line 86, in run
    job_subdir_key=None,
  File "/home/kb/.local/lib/python3.6/site-packages/hydra/plugins/common/utils.py", line 109, in run_job
    ret.return_value = task_function(task_cfg)
  File "pointnet2/train.py", line 57, in main
    trainer.fit(model)
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/trainer/trainer.py", line 853, in fit
    self.dp_train(model)
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/trainer/distrib_parts.py", line 578, in dp_train
    self.run_pretrain_routine(model)
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/trainer/trainer.py", line 1015, in run_pretrain_routine
    self.train()
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/trainer/training_loop.py", line 347, in train
    self.run_training_epoch()
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/trainer/training_loop.py", line 452, in run_training_epoch
    self.call_checkpoint_callback()
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/trainer/training_loop.py", line 790, in call_checkpoint_callback
    self.checkpoint_callback.on_validation_end(self, self.get_model())
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/utilities/distributed.py", line 10, in wrapped_fn
    return fn(*args, **kwargs)
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/callbacks/model_checkpoint.py", line 241, in on_validation_end
    self._do_check_save(filepath, current, epoch)
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/callbacks/model_checkpoint.py", line 275, in _do_check_save
    self._save_model(filepath)
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/callbacks/model_checkpoint.py", line 142, in _save_model
    self.save_function(filepath)
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/trainer/training_io.py", line 260, in save_checkpoint
    checkpoint = self.dump_checkpoint()
  File "/home/kb/.local/lib/python3.6/site-packages/pytorch_lightning/trainer/training_io.py", line 355, in dump_checkpoint
    f' not {checkpoint["hparams_type"]}'
ValueError: ('The acceptable hparams type is dict or argparse.Namespace,', ' not DictConfig')
Exception ignored in: <object repr() failed>
Traceback (most recent call last):
  File "/home/kb/.local/lib/python3.6/site-packages/tqdm/std.py", line 1086, in __del__
  File "/home/kb/.local/lib/python3.6/site-packages/tqdm/std.py", line 1293, in close
  File "/home/kb/.local/lib/python3.6/site-packages/tqdm/std.py", line 1471, in display
  File "/home/kb/.local/lib/python3.6/site-packages/tqdm/std.py", line 1089, in __repr__
  File "/home/kb/.local/lib/python3.6/site-packages/tqdm/std.py", line 1433, in format_dict
TypeError: 'NoneType' object is not iterable
    opened by kaixin-bai 6
  • Best results in ModelNet40

    Best results in ModelNet40

    Thanks for your job! Pytorch is more elegant for me. I want to asks that what's your best result of classification trained on ModelNet40 using the default hyper-parameters? Or, what's the best accuracy when you tune the hyper-parameters appropriate? I'm training the model using your code and I will be appreciated if you post the best results.

    opened by zeal-github 6
  • Error: module 'pytorch_utils' has no attribute 'SharedMLP'

    Error: module 'pytorch_utils' has no attribute 'SharedMLP'

    Hi Erik, Thank you for sharing pointnet source. When I run your code I get error:

    Traceback (most recent call last): File "/home/minhnc-lab/WORKSPACES/Python/GRASP_DETECTION/PointNet/Pointnet2_PyTorch/train_cls.py", line 118, in <module> model = Pointnet(input_channels=0, num_classes=40, use_xyz=True) File "/home/minhnc-lab/WORKSPACES/Python/GRASP_DETECTION/PointNet/Pointnet2_PyTorch/models/pointnet2_msg_cls.py", line 62, in __init__ use_xyz=use_xyz File "/home/minhnc-lab/WORKSPACES/Python/GRASP_DETECTION/PointNet/Pointnet2_PyTorch/models/../utils/pointnet2_modules.py", line 107, in __init__ self.mlps.append(pt_utils.SharedMLP(mlp_spec, bn=bn)) AttributeError: module 'pytorch_utils' has no attribute 'SharedMLP'

    I can not find out pytorch_utils module. Could you share me that file?

    Thank you very much. Minhh

    opened by minhncsocial 6
  • CUDA kernel failed : invalid device function

    CUDA kernel failed : invalid device function

    I ran train_cls.py, then encounter this error:

    the error is: CUDA kernel failed : invalid device function void furthest_point_sampling_kernel_wrapper(int b, int n, int m, const float *dataset, float *temp, int *idxs) in /Pointnet2_PyTorch/pointnet2/_ext-src/src/sampling_gpu.cu

    Do you know why?

    opened by fuweifu-vtoo 5
  • Why GatherOperation needs a backward method?

    Why GatherOperation needs a backward method?

    Hello, Erik. Thanks for sharing your pytorch implementation of Pointnet2. Actually, I want to know why we need a backward method for GatherOperation in ./utils/pointnet2_utils.py. I believe there is no gradient in gather_pointt function, and do we really need gather_point_grad function?

    class GatherOperation(Function):
    @staticmethod
    def forward(ctx, features, idx):
        # type: (Any, torch.Tensor, torch.Tensor) -> torch.Tensor
        r"""
        Parameters
        ----------
        features : torch.Tensor
            (B, C, N) tensor
        idx : torch.Tensor
            (B, npoint) tensor of the features to gather
        Returns
        -------
        torch.Tensor
            (B, C, npoint) tensor
        """

        _, C, N = features.size()

        ctx.for_backwards = (idx, C, N)

        return _ext.gather_points(features, idx)

    @staticmethod
    def backward(ctx, grad_out):
        idx, C, N = ctx.for_backwards

        grad_features = _ext.gather_points_grad(grad_out.contiguous(), idx, N)
        return grad_features, None
    opened by usherbob 5
  • Compilation error CUDA can't found

    Compilation error CUDA can't found

    I did symbolic linke /usr/local/cuda to /usr/loca/cuda-9.0 Other application which use CUDA works fine and also exported CUDA_HOME. And got below error which indicate can't find CUDA.

    (py36) [email protected] ~/git/Pointnet2_PyTorch [master*]$ python setup.py build_ext running build_ext building 'pointnet2._ext' extension x86_64-linux-gnu-gcc -pthread -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include -I/home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include/torch/csrc/api/include -I/home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include/TH -I/home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda:/usr/local/cuda:/usr/local/cuda:/usr/local/cuda:/include -I/usr/include/python3.6m -I/home/spk921/pyenv/py36/include/python3.6m -c pointnet2/_ext-src/src/bindings.cpp -o build/temp.linux-x86_64-3.6/pointnet2/_ext-src/src/bindings.o -O2 -Ipointnet2/_ext-src/include -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++11 x86_64-linux-gnu-gcc -pthread -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include -I/home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include/torch/csrc/api/include -I/home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include/TH -I/home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include/THC -I/usr/local/cuda:/usr/local/cuda:/usr/local/cuda:/usr/local/cuda:/include -I/usr/include/python3.6m -I/home/spk921/pyenv/py36/include/python3.6m -c pointnet2/_ext-src/src/interpolate.cpp -o build/temp.linux-x86_64-3.6/pointnet2/_ext-src/src/interpolate.o -O2 -Ipointnet2/_ext-src/include -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++11 In file included from /home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include/ATen/cuda/CUDAContext.h:5:0, from pointnet2/_ext-src/include/utils.h:2, from pointnet2/_ext-src/src/interpolate.cpp:2: /home/spk921/pyenv/py36/lib/python3.6/site-packages/torch/lib/include/ATen/cuda/CUDAStream.h:6:30: fatal error: cuda_runtime_api.h: No such file or directory compilation terminated. error: command 'x86_64-linux-gnu-gcc' failed with exit status 1

    opened by spk921 5
  • python setup.py build_ext --inplace

    python setup.py build_ext --inplace

    unning build_ext building 'utils._ext' extension Emitting ninja build file /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/build.ninja... Compiling objects... Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N) 1.10.2 g++ -pthread -shared -B /home/ytj/anaconda3/envs/pytorch1_6/compiler_compat -L/home/ytj/anaconda3/envs/pytorch1_6/lib -Wl,-rpath=/home/ytj/anaconda3/envs/pytorch1_6/lib -Wl,--no-as-needed -Wl,--sysroot=/ /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/group_points.o /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/sampling.o /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/bindings.o /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/interpolate.o /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/ball_query.o /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/sampling_gpu.o /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/group_points_gpu.o /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/ball_query_gpu.o /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/interpolate_gpu.o -L/home/ytj/anaconda3/envs/pytorch1_6/lib/python3.6/site-packages/torch/lib -L/usr/local/cuda/lib64 -lc10 -ltorch -ltorch_cpu -ltorch_python -lcudart -lc10_cuda -ltorch_cuda -o build/lib.linux-x86_64-3.6/utils/_ext.cpython-36m-x86_64-linux-gnu.so g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/group_points.o: 没有那个文件或目录 g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/sampling.o: 没有那个文件或目录 g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/bindings.o: 没有那个文件或目录 g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/interpolate.o: 没有那个文件或目录 g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/ball_query.o: 没有那个文件或目录 g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/sampling_gpu.o: 没有那个文件或目录 g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/group_points_gpu.o: 没有那个文件或目录 g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/ball_query_gpu.o: 没有那个文件或目录 g++: error: /home/ytj/文档/Deep_Learning/RSCNN_Pytorch1.0/build/temp.linux-x86_64-3.6/utils/_ext-src/src/interpolate_gpu.o: 没有那个文件或目录 error: command 'g++' failed with exit status 1

    opened by ytj-dasd 0
  • @pengPeterpeng I tried running the conftest.py file but getting the following error

    @pengPeterpeng I tried running the conftest.py file but getting the following error

    @pengPeterpeng I tried running the conftest.py file but getting the following error

    Traceback (most recent call last): File "conftest.py", line 16, in @pytest.helpers.register AttributeError: module 'pytest' has no attribute 'helpers'

    Were you able to resolve this error?

    Originally posted by @Rishab9991 in https://github.com/erikwijmans/Pointnet2_PyTorch/issues/126#issuecomment-888131111

    opened by 124hh1 0
  • grouping_operation function not expected result

    grouping_operation function not expected result

    First thx to your pointnet_ops_code in cpp, cuda. it so nice to me

    in my case, i first use KNN function then return idx.

    after that i use grouping_operation(xyz_trans, idx).

    i think grouping_operation is grouping points in idx from xyz_trans , right? but to me the function didnt operated to me.

    is there my fault?

    opened by rhtm02 0
  • pointnet2_ops_lib: Compilation Error

    pointnet2_ops_lib: Compilation Error

    Hi everyone! As I run pip install -r requirements.txt I am getting various compilation errors. I have attached the error logs below. I used ubuntu20.04, cuda driver 10.0, python3.7, pytorch1.8.1. Can anyone please help me out with this? Thanks alot in advance.

    $ pip install pointnet2_ops_lib/.

Processing ./pointnet2_ops_lib
  Preparing metadata (setup.py) ... done
Requirement already satisfied: torch>=1.4 in /share/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages (from pointnet2-ops==3.0.0) (1.10.2)
Requirement already satisfied: typing-extensions in /share/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages (from torch>=1.4->pointnet2-ops==3.0.0) (4.1.1)
Building wheels for collected packages: pointnet2-ops
  Building wheel for pointnet2-ops (setup.py) ... error
  error: subprocess-exited-with-error
  
  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [102 lines of output]
      running bdist_wheel
      running build
      running build_py
      running egg_info
      writing pointnet2_ops.egg-info/PKG-INFO
      writing dependency_links to pointnet2_ops.egg-info/dependency_links.txt
      writing requirements to pointnet2_ops.egg-info/requires.txt
      writing top-level names to pointnet2_ops.egg-info/top_level.txt
      reading manifest file 'pointnet2_ops.egg-info/SOURCES.txt'
      reading manifest template 'MANIFEST.in'
      writing manifest file 'pointnet2_ops.egg-info/SOURCES.txt'
      running build_ext
      /home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py:782: UserWarning: The detected CUDA version (10.0) has a minor version mismatch with the version that was used to compile PyTorch (10.2). Most likely this shouldn't be a problem.
        warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda))
      building 'pointnet2_ops._ext' extension
      Emitting ninja build file /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/build.ninja...
      Compiling objects...
      Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
      [1/9] /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/sampling_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      FAILED: /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling_gpu.o
      /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/sampling_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      nvcc fatal   : The version ('9.0') of the host compiler ('clang') is not supported
      [2/9] /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/ball_query_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      FAILED: /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query_gpu.o
      /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/ball_query_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      nvcc fatal   : The version ('9.0') of the host compiler ('clang') is not supported
      [3/9] /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/group_points_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      FAILED: /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points_gpu.o
      /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/group_points_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      nvcc fatal   : The version ('9.0') of the host compiler ('clang') is not supported
      [4/9] /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/interpolate_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      FAILED: /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate_gpu.o
      /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/interpolate_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      nvcc fatal   : The version ('9.0') of the host compiler ('clang') is not supported
      [5/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/ball_query.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      [6/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/group_points.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      [7/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/sampling.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      [8/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/interpolate.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      [9/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/bindings.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/bindings.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/bindings.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      ninja: build stopped: subcommand failed.
      Traceback (most recent call last):
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1723, in _run_ninja_build
          env=env)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/subprocess.py", line 512, in run
          output=stdout, stderr=stderr)
      subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.
      
      The above exception was the direct cause of the following exception:
      
      Traceback (most recent call last):
        File "<string>", line 36, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/setup.py", line 38, in <module>
          include_package_data=True,
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/__init__.py", line 155, in setup
          return distutils.core.setup(**attrs)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/core.py", line 148, in setup
          return run_commands(dist)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/core.py", line 163, in run_commands
          dist.run_commands()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 967, in run_commands
          self.run_command(cmd)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 986, in run_command
          cmd_obj.run()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/wheel/bdist_wheel.py", line 299, in run
          self.run_command('build')
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/cmd.py", line 313, in run_command
          self.distribution.run_command(command)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 986, in run_command
          cmd_obj.run()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build.py", line 135, in run
          self.run_command(cmd_name)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/cmd.py", line 313, in run_command
          self.distribution.run_command(command)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 986, in run_command
          cmd_obj.run()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 79, in run
          _build_ext.run(self)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 339, in run
          self.build_extensions()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 735, in build_extensions
          build_ext.build_extensions(self)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 448, in build_extensions
          self._build_extensions_serial()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 473, in _build_extensions_serial
          self.build_extension(ext)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 202, in build_extension
          _build_ext.build_extension(self, ext)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 534, in build_extension
          depends=ext.depends)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 565, in unix_wrap_ninja_compile
          with_cuda=with_cuda)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1404, in _write_ninja_file_and_compile_objects
          error_prefix='Error compiling objects for extension')
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1733, in _run_ninja_build
          raise RuntimeError(message) from e
      RuntimeError: Error compiling objects for extension
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for pointnet2-ops
  Running setup.py clean for pointnet2-ops
Failed to build pointnet2-ops
Installing collected packages: pointnet2-ops
  Running setup.py install for pointnet2-ops ... error
  error: subprocess-exited-with-error
  
  × Running setup.py install for pointnet2-ops did not run successfully.
  │ exit code: 1
  ╰─> [135 lines of output]
      running install
      /home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/command/install.py:37: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
        setuptools.SetuptoolsDeprecationWarning,
      running build
      running build_py
      creating build
      creating build/lib.linux-x86_64-3.7
      creating build/lib.linux-x86_64-3.7/pointnet2_ops
      copying pointnet2_ops/_version.py -> build/lib.linux-x86_64-3.7/pointnet2_ops
      copying pointnet2_ops/pointnet2_utils.py -> build/lib.linux-x86_64-3.7/pointnet2_ops
      copying pointnet2_ops/pointnet2_modules.py -> build/lib.linux-x86_64-3.7/pointnet2_ops
      copying pointnet2_ops/__init__.py -> build/lib.linux-x86_64-3.7/pointnet2_ops
      running egg_info
      writing pointnet2_ops.egg-info/PKG-INFO
      writing dependency_links to pointnet2_ops.egg-info/dependency_links.txt
      writing requirements to pointnet2_ops.egg-info/requires.txt
      writing top-level names to pointnet2_ops.egg-info/top_level.txt
      reading manifest file 'pointnet2_ops.egg-info/SOURCES.txt'
      reading manifest template 'MANIFEST.in'
      writing manifest file 'pointnet2_ops.egg-info/SOURCES.txt'
      creating build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src
      creating build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/include
      copying pointnet2_ops/_ext-src/include/ball_query.h -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/include
      copying pointnet2_ops/_ext-src/include/cuda_utils.h -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/include
      copying pointnet2_ops/_ext-src/include/group_points.h -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/include
      copying pointnet2_ops/_ext-src/include/interpolate.h -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/include
      copying pointnet2_ops/_ext-src/include/sampling.h -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/include
      copying pointnet2_ops/_ext-src/include/utils.h -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/include
      creating build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/ball_query.cpp -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/ball_query_gpu.cu -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/bindings.cpp -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/group_points.cpp -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/group_points_gpu.cu -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/interpolate.cpp -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/interpolate_gpu.cu -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/sampling.cpp -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      copying pointnet2_ops/_ext-src/src/sampling_gpu.cu -> build/lib.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      running build_ext
      /home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py:782: UserWarning: The detected CUDA version (10.0) has a minor version mismatch with the version that was used to compile PyTorch (10.2). Most likely this shouldn't be a problem.
        warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda))
      building 'pointnet2_ops._ext' extension
      creating /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7
      creating /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops
      creating /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src
      creating /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src
      Emitting ninja build file /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/build.ninja...
      Compiling objects...
      Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
      [1/9] /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/interpolate_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      FAILED: /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate_gpu.o
      /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/interpolate_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      nvcc fatal   : The version ('9.0') of the host compiler ('clang') is not supported
      [2/9] /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/ball_query_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      FAILED: /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query_gpu.o
      /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/ball_query_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      nvcc fatal   : The version ('9.0') of the host compiler ('clang') is not supported
      [3/9] /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/group_points_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      FAILED: /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points_gpu.o
      /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/group_points_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      nvcc fatal   : The version ('9.0') of the host compiler ('clang') is not supported
      [4/9] /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/sampling_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      FAILED: /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling_gpu.o
      /usr/local/cuda-10.0/bin/nvcc  -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/sampling_gpu.cu -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling_gpu.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -Xfatbin -compress-all -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_37,code=compute_37 -gencode=arch=compute_37,code=sm_37 -gencode=arch=compute_50,code=sm_50 -gencode=arch=compute_60,code=sm_60 -gencode=arch=compute_61,code=sm_61 -gencode=arch=compute_62,code=sm_62 -gencode=arch=compute_70,code=sm_70 -gencode=arch=compute_75,code=sm_75 -ccbin clang-9 -std=c++14
      nvcc fatal   : The version ('9.0') of the host compiler ('clang') is not supported
      [5/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/ball_query.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/ball_query.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      [6/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/group_points.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/group_points.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      [7/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/interpolate.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/interpolate.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      [8/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/sampling.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/sampling.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      [9/9] g++ -MMD -MF /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/bindings.o.d -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/TH -I/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-10.0/include -I/home/anam9745/miniconda3/envs/pointmlp/include/python3.7m -c -c /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/pointnet2_ops/_ext-src/src/bindings.cpp -o /share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/build/temp.linux-x86_64-3.7/pointnet2_ops/_ext-src/src/bindings.o -O3 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
      cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
      ninja: build stopped: subcommand failed.
      Traceback (most recent call last):
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1723, in _run_ninja_build
          env=env)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/subprocess.py", line 512, in run
          output=stdout, stderr=stderr)
      subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.
      
      The above exception was the direct cause of the following exception:
      
      Traceback (most recent call last):
        File "<string>", line 36, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "/share/home/anam9745/pointMLP-pytorch/pointnet2_ops_lib/setup.py", line 38, in <module>
          include_package_data=True,
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/__init__.py", line 155, in setup
          return distutils.core.setup(**attrs)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/core.py", line 148, in setup
          return run_commands(dist)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/core.py", line 163, in run_commands
          dist.run_commands()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 967, in run_commands
          self.run_command(cmd)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 986, in run_command
          cmd_obj.run()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/command/install.py", line 68, in run
          return orig.install.run(self)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/install.py", line 670, in run
          self.run_command('build')
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/cmd.py", line 313, in run_command
          self.distribution.run_command(command)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 986, in run_command
          cmd_obj.run()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build.py", line 135, in run
          self.run_command(cmd_name)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/cmd.py", line 313, in run_command
          self.distribution.run_command(command)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/dist.py", line 986, in run_command
          cmd_obj.run()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 79, in run
          _build_ext.run(self)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 339, in run
          self.build_extensions()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 735, in build_extensions
          build_ext.build_extensions(self)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 448, in build_extensions
          self._build_extensions_serial()
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 473, in _build_extensions_serial
          self.build_extension(ext)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 202, in build_extension
          _build_ext.build_extension(self, ext)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/setuptools/_distutils/command/build_ext.py", line 534, in build_extension
          depends=ext.depends)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 565, in unix_wrap_ninja_compile
          with_cuda=with_cuda)
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1404, in _write_ninja_file_and_compile_objects
          error_prefix='Error compiling objects for extension')
        File "/home/anam9745/miniconda3/envs/pointmlp/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1733, in _run_ninja_build
          raise RuntimeError(message) from e
      RuntimeError: Error compiling objects for extension
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: legacy-install-failure

× Encountered error while trying to install package.
╰─> pointnet2-ops

note: This is an issue with the package mentioned above, not pip.
hint: See above for output from the failure.
    opened by nama1arpit 2
  • integrate with Lightning ecosystem CI

    integrate with Lightning ecosystem CI

    Hello and so happy to see you use Pytorch-Lightning! :tada: Just wondering if you already heard about quite the new Pytorch Lightning (PL) ecosystem CI where we would like to invite you to... You can check out our blog post about it: Stay Ahead of Breaking Changes with the New Lightning Ecosystem CI :zap: As you use PL framework for your cool project, we would like to enhance your experience and offer you safe updates to our future releases. At this moment, you run tests with a particular PL version, but it may accidentally happen that the next version will be incompatible with your project... :confused: We do not intend to change anything on our project side, but still here we have a solution - ecosystem CI with testing both - your and our latest development head we can find it very early and prevent releasing eventually bad version... :+1:

    What is needed to do?

    • have some tests, including PL integration
    • add config to ecosystem CI - https://github.com/PyTorchLightning/ecosystem-ci

    What will you get?

    • scheduled nightly testing configured for development/stable versions
    • slack notification if something went wrong to investigate
    • testing also on multi-GPU machine as our gift to you :rabbit:
    opened by Borda 0
Releases(v1.0)
Owner
Erik Wijmans
PhD student at Georgia Tech https://twitter.com/erikwijmans
Erik Wijmans
GitHub Repository
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition (PyTorch) Paper: https://arxiv.org/abs/2105.01883 Citation: @

260 Jan 03, 2023
A script written in Python that returns a consensus string and profile matrix of a given DNA string(s) in FASTA format.

A script written in Python that returns a consensus string and profile matrix of a given DNA string(s) in FASTA format.

Zain 1 Feb 01, 2022
Контрольная работа по математическим методам машинного обучения

ML-MathMethods-Test Контрольная работа по математическим методам машинного обучения. Вычисление основных статистик, диаграмм и графиков, проверка разл

Stas Ivanovskii 1 Jan 06, 2022
Source code for Zalo AI 2021 submission

zalo_ltr_2021 Source code for Zalo AI 2021 submission Solution: Pipeline We use the pipepline in the picture below: Our pipeline is combination of BM2

128 Dec 27, 2022
TensorFlow implementation of "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"

TokenLearner: What Can 8 Learned Tokens Do for Images and Videos? Source: Improving Vision Transformer Efficiency and Accuracy by Learning to Tokenize

Aritra Roy Gosthipaty 23 Dec 24, 2022
GPU implementation of $k$-Nearest Neighbors and Shared-Nearest Neighbors

GPU implementation of kNN and SNN GPU implementation of $k$-Nearest Neighbors and Shared-Nearest Neighbors Supported by numba cuda and faiss library E

Hyeon Jeon 7 Nov 23, 2022
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation Paper Multi-Target Adversarial Frameworks for Domain Adaptation in

Valeo.ai 20 Jun 21, 2022
AirCode: A Robust Object Encoding Method

AirCode This repo contains source codes for the arXiv preprint "AirCode: A Robust Object Encoding Method" Demo Object matching comparison when the obj

Chen Wang 30 Dec 09, 2022
Object detection GUI based on PaddleDetection

PP-Tracking GUI界面测试版 本项目是基于飞桨开源的实时跟踪系统PP-Tracking开发的可视化界面 在PaddlePaddle中加入pyqt进行GUI页面研发，可使得整个训练过程可视化，并通过GUI界面进行调参，模型预测，视频输出等，通过多种类型的识别，简化整体预测流程。 GUI界面

杨毓栋 68 Jan 02, 2023
Empower Sequence Labeling with Task-Aware Language Model

LM-LSTM-CRF Check Our New NER Toolkit 🚀 🚀 🚀 Inference: LightNER: inference w. models pre-trained / trained w. any following tools, efficiently. Tra

Liyuan Liu 838 Jan 05, 2023
Tracking Pipeline helps you to solve the tracking problem more easily

Tracking_Pipeline Tracking_Pipeline helps you to solve the tracking problem more easily I integrate detection algorithms like: Yolov5, Yolov4, YoloX,

VNOpenAI 32 Dec 21, 2022
NP DRAW paper released code

NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation This repo contains the official implementation for the NP-DRAW paper.

ZENG Xiaohui 22 Mar 13, 2022
Show-attend-and-tell - TensorFlow Implementation of "Show, Attend and Tell"

Show, Attend and Tell Update (December 2, 2016) TensorFlow implementation of Show, Attend and Tell: Neural Image Caption Generation with Visual Attent

Yunjey Choi 902 Nov 29, 2022
Python Assignments for the Deep Learning lectures by Andrew NG on coursera with complete submission for grading capability.

Python Assignments for the Deep Learning lectures by Andrew NG on coursera with complete submission for grading capability.

Utkarsh Agiwal 1 Feb 03, 2022
Code for visualizing the loss landscape of neural nets

Visualizing the Loss Landscape of Neural Nets This repository contains the PyTorch code for the paper Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer

Tom Goldstein 2.2k Jan 09, 2023
Implementation of ICCV 2021 oral paper -- A Novel Self-Supervised Learning for Gaussian Mixture Model

SS-GMM Implementation of ICCV 2021 oral paper -- Self-Supervised Image Prior Learning with GMM from a Single Noisy Image with supplementary material R

HUST-The Tan Lab 4 Dec 05, 2022
image scene graph generation benchmark

Scene Graph Benchmark in PyTorch 1.7 This project is based on maskrcnn-benchmark Highlights Upgrad to pytorch 1.7 Multi-GPU training and inference Bat

Microsoft 303 Dec 27, 2022
This repository gives an example on how to preprocess the data of the HECKTOR challenge

HECKTOR 2021 challenge This repository gives an example on how to preprocess the data of the HECKTOR challenge. Any other preprocessing is welcomed an

56 Dec 01, 2022
EMNLP 2021 Findings' paper, SCICAP: Generating Captions for Scientific Figures

SCICAP: Scientific Figures Dataset This is the Github repo of the EMNLP 2021 Findings' paper, SCICAP: Generating Captions for Scientific Figures (Hsu

Edward 26 Nov 21, 2022
Creating Multi Task Models With Keras

Creating Multi Task Models With Keras About The Project! I used the keras and Tensorflow Library, To build a Deep Learning Neural Network to Creating

Srajan Chourasia 4 Nov 28, 2022