Can't install tiny-cuda-nn

[CrimsonCuttle]

I'm following nerfstudio's installation guide (https://docs.nerf.studio/quickstart/installation.html) and I'm getting a really long annoying error at the step where I try to run "pip install ninja git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch\". Can someone help me figure this out? I'm lost and Google doesnt seem to be doing me any favors. I'm using LMDE 6 if that is important.

The error, in full:
(nerfstudio) crimson@crimson-server:~$ pip install ninja git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch
Collecting git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch
Cloning https://github.com/NVlabs/tiny-cuda-nn/ to /tmp/pip-req-build-gitl79yc
Running command git clone --filter=blob:none --quiet https://github.com/NVlabs/tiny-cuda-nn/ /tmp/pip-req-build-gitl79yc
Resolved https://github.com/NVlabs/tiny-cuda-nn/ to commit 68d4f0f1f81fa9085fff66077d9966c8323095bc
Running command git submodule update --init --recursive -q
Preparing metadata (setup.py) ... done
Requirement already satisfied: ninja in ./miniconda3/envs/nerfstudio/lib/python3.8/site-packages (1.13.0)
Building wheels for collected packages: tinycudann
Building wheel for tinycudann (setup.py) ... error
error: subprocess-exited-with-error

× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [343 lines of output]
/tmp/pip-req-build-gitl79yc/bindings/torch/setup.py:5: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
from pkg_resources import parse_version
Building PyTorch extension for tiny-cuda-nn version 2.0
Obtained compute capability 86 from PyTorch
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Wed_Sep_21_10:33:58_PDT_2022
Cuda compilation tools, release 11.8, V11.8.89
Build cuda_11.8.r11.8/compiler.31833905_0
Detected CUDA version 11.8
Targeting C++ standard 17
running bdist_wheel
running build
running build_py
creating build/lib.linux-x86_64-cpython-38/tinycudann
copying tinycudann/modules.py -> build/lib.linux-x86_64-cpython-38/tinycudann
copying tinycudann/init.py -> build/lib.linux-x86_64-cpython-38/tinycudann
running egg_info
creating tinycudann.egg-info
writing tinycudann.egg-info/PKG-INFO
writing dependency_links to tinycudann.egg-info/dependency_links.txt
writing top-level names to tinycudann.egg-info/top_level.txt
writing manifest file 'tinycudann.egg-info/SOURCES.txt'
reading manifest file 'tinycudann.egg-info/SOURCES.txt'
writing manifest file 'tinycudann.egg-info/SOURCES.txt'
/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/command/build_py.py:218: _Warning: Package 'tinycudann.rtc.include' is absent from the packages configuration.
!!

          ********************************************************************************
          ############################
          # Package would be ignored #
          ############################
          Python recognizes 'tinycudann.rtc.include' as an importable package[^1],
          but it is absent from setuptools' `packages` configuration.

          This leads to an ambiguous overall configuration. If you want to distribute this
          package, please make sure that 'tinycudann.rtc.include' is explicitly added
          to the `packages` configuration field.

          Alternatively, you can also rely on setuptools' discovery methods
          (for example by using `find_namespace_packages(...)`/`find_namespace:`
          instead of `find_packages(...)`/`find:`).

          You can read more about "package discovery" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

          If you don't want 'tinycudann.rtc.include' to be distributed and are
          already explicitly excluding 'tinycudann.rtc.include' via
          `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
          you can try to use `exclude_package_data`, or `include-package-data=False` in
          combination with a more fine grained `package-data` configuration.

          You can read more about "package data files" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/datafiles.html


          [^1]: For Python, any directory (with suitable naming) can be imported,
                even if it does not contain any `.py` files.
                On the other hand, currently there is no concept of package data
                directory, all directories are treated like packages.
          ********************************************************************************

  !!
    check.warn(importable)
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/command/build_py.py:218: _Warning: Package 'tinycudann.rtc.include.pcg32' is absent from the `packages` configuration.
  !!

          ********************************************************************************
          ############################
          # Package would be ignored #
          ############################
          Python recognizes 'tinycudann.rtc.include.pcg32' as an importable package[^1],
          but it is absent from setuptools' `packages` configuration.

          This leads to an ambiguous overall configuration. If you want to distribute this
          package, please make sure that 'tinycudann.rtc.include.pcg32' is explicitly added
          to the `packages` configuration field.

          Alternatively, you can also rely on setuptools' discovery methods
          (for example by using `find_namespace_packages(...)`/`find_namespace:`
          instead of `find_packages(...)`/`find:`).

          You can read more about "package discovery" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

          If you don't want 'tinycudann.rtc.include.pcg32' to be distributed and are
          already explicitly excluding 'tinycudann.rtc.include.pcg32' via
          `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
          you can try to use `exclude_package_data`, or `include-package-data=False` in
          combination with a more fine grained `package-data` configuration.

          You can read more about "package data files" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/datafiles.html


          [^1]: For Python, any directory (with suitable naming) can be imported,
                even if it does not contain any `.py` files.
                On the other hand, currently there is no concept of package data
                directory, all directories are treated like packages.
          ********************************************************************************

  !!
    check.warn(importable)
  copying tinycudann/bindings.cpp -> build/lib.linux-x86_64-cpython-38/tinycudann
  creating build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/cuda_fp16.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/cuda_fp16.hpp -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/vector_functions.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/vector_functions.hpp -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/vector_types.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  creating build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/pcg32
  copying tinycudann/rtc/include/pcg32/LICENSE.txt -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/pcg32
  copying tinycudann/rtc/include/pcg32/pcg32.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/pcg32
  creating build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/common.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/common_device.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/common_host.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/config.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/cpp_api.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/cuda_graph.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/cutlass_matmul.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/encoding.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/gpu_matrix.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/gpu_memory.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/gpu_memory_json.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/loss.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/matrix_layout.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/ministd.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/mma.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/multi_stream.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/network.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/network_with_input_encoding.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/object.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/optimizer.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/random.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/reduce_sum.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/rtc_kernel.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/trainer.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/vec.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/vec_json.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/vec_pybind11.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/vector_functions.hpp -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/cuda_fp16.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/cuda_fp16.hpp -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/vector_types.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/vector_functions.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include
  copying tinycudann/rtc/include/pcg32/LICENSE.txt -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/pcg32
  copying tinycudann/rtc/include/pcg32/pcg32.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/pcg32
  copying tinycudann/rtc/include/tiny-cuda-nn/ministd.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/config.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/cuda_graph.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/network_with_input_encoding.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/vec.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/encoding.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/cutlass_matmul.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/random.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/gpu_memory_json.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/matrix_layout.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/object.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/vec_pybind11.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/rtc_kernel.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/reduce_sum.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/multi_stream.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/network.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/optimizer.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/common.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/mma.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/cpp_api.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/gpu_memory.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/common_device.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/gpu_matrix.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/vec_json.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/common_host.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/loss.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  copying tinycudann/rtc/include/tiny-cuda-nn/trainer.h -> build/lib.linux-x86_64-cpython-38/tinycudann/rtc/include/tiny-cuda-nn
  running build_ext
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/utils/cpp_extension.py:424: UserWarning: There are no g++ version bounds defined for CUDA version 11.8
    warnings.warn(f'There are no {compiler_name} version bounds defined for CUDA version {cuda_str_version}')
  building 'tinycudann_bindings._86_C' extension
  creating /tmp/pip-req-build-gitl79yc/bindings/torch/build/temp.linux-x86_64-cpython-38/../../dependencies/fmt/src
  creating /tmp/pip-req-build-gitl79yc/bindings/torch/build/temp.linux-x86_64-cpython-38/../../src
  creating /tmp/pip-req-build-gitl79yc/bindings/torch/build/temp.linux-x86_64-cpython-38/tinycudann
  Emitting ninja build file /tmp/pip-req-build-gitl79yc/bindings/torch/build/temp.linux-x86_64-cpython-38/build.ninja...
  Compiling objects...
  Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
  [1/11] /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/rtc_kernel.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/rtc_kernel.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: [code=1] /tmp/pip-req-build-gitl79yc/bindings/torch/src/rtc_kernel.o
  /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/rtc_kernel.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/rtc_kernel.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/crimson/miniconda3/envs/nerfstudio/include/cuda_runtime.h:83,
                   from <command-line>:
  /home/crimson/miniconda3/envs/nerfstudio/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
    132 | #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
        |  ^~~~~
  [2/11] /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/common_host.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/common_host.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: [code=1] /tmp/pip-req-build-gitl79yc/bindings/torch/src/common_host.o
  /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/common_host.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/common_host.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/crimson/miniconda3/envs/nerfstudio/include/cuda_runtime.h:83,
                   from <command-line>:
  /home/crimson/miniconda3/envs/nerfstudio/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
    132 | #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
        |  ^~~~~
  [3/11] /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/cpp_api.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/cpp_api.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: [code=1] /tmp/pip-req-build-gitl79yc/bindings/torch/src/cpp_api.o
  /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/cpp_api.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/cpp_api.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/crimson/miniconda3/envs/nerfstudio/include/cuda_runtime.h:83,
                   from <command-line>:
  /home/crimson/miniconda3/envs/nerfstudio/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
    132 | #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
        |  ^~~~~
  [4/11] /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/network.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/network.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: [code=1] /tmp/pip-req-build-gitl79yc/bindings/torch/src/network.o
  /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/network.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/network.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/crimson/miniconda3/envs/nerfstudio/include/cuda_runtime.h:83,
                   from <command-line>:
  /home/crimson/miniconda3/envs/nerfstudio/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
    132 | #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
        |  ^~~~~
  [5/11] /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/encoding.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/encoding.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: [code=1] /tmp/pip-req-build-gitl79yc/bindings/torch/src/encoding.o
  /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/encoding.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/encoding.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/crimson/miniconda3/envs/nerfstudio/include/cuda_runtime.h:83,
                   from <command-line>:
  /home/crimson/miniconda3/envs/nerfstudio/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
    132 | #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
        |  ^~~~~
  [6/11] /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/object.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/object.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: [code=1] /tmp/pip-req-build-gitl79yc/bindings/torch/src/object.o
  /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/object.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/object.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/crimson/miniconda3/envs/nerfstudio/include/cuda_runtime.h:83,
                   from <command-line>:
  /home/crimson/miniconda3/envs/nerfstudio/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
    132 | #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
        |  ^~~~~
  [7/11] /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/cutlass_mlp.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/cutlass_mlp.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: [code=1] /tmp/pip-req-build-gitl79yc/bindings/torch/src/cutlass_mlp.o
  /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/cutlass_mlp.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/cutlass_mlp.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/crimson/miniconda3/envs/nerfstudio/include/cuda_runtime.h:83,
                   from <command-line>:
  /home/crimson/miniconda3/envs/nerfstudio/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
    132 | #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
        |  ^~~~~
  [8/11] /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/fully_fused_mlp.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/fully_fused_mlp.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  FAILED: [code=1] /tmp/pip-req-build-gitl79yc/bindings/torch/src/fully_fused_mlp.o
  /home/crimson/miniconda3/envs/nerfstudio/bin/nvcc  -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/src/fully_fused_mlp.cu -o /tmp/pip-req-build-gitl79yc/bindings/torch/src/fully_fused_mlp.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'"'"'' -std=c++17 --extended-lambda --use_fast_math --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -Xcompiler=-Wno-float-conversion -Xcompiler=-fno-strict-aliasing -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  In file included from /home/crimson/miniconda3/envs/nerfstudio/include/cuda_runtime.h:83,
                   from <command-line>:
  /home/crimson/miniconda3/envs/nerfstudio/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
    132 | #error -- unsupported GNU version! gcc versions later than 11 are not supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
        |  ^~~~~
  [9/11] c++ -MMD -MF /tmp/pip-req-build-gitl79yc/bindings/torch/dependencies/fmt/src/os.o.d -pthread -B /home/crimson/miniconda3/envs/nerfstudio/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/dependencies/fmt/src/os.cc -o /tmp/pip-req-build-gitl79yc/bindings/torch/dependencies/fmt/src/os.o -std=c++17 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  cc1plus: warning: command-line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
  [10/11] c++ -MMD -MF /tmp/pip-req-build-gitl79yc/bindings/torch/dependencies/fmt/src/format.o.d -pthread -B /home/crimson/miniconda3/envs/nerfstudio/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/dependencies/fmt/src/format.cc -o /tmp/pip-req-build-gitl79yc/bindings/torch/dependencies/fmt/src/format.o -std=c++17 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  cc1plus: warning: command-line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
  [11/11] c++ -MMD -MF /tmp/pip-req-build-gitl79yc/bindings/torch/build/temp.linux-x86_64-cpython-38/tinycudann/bindings.o.d -pthread -B /home/crimson/miniconda3/envs/nerfstudio/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/tmp/pip-req-build-gitl79yc/include -I/tmp/pip-req-build-gitl79yc/dependencies -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/include -I/tmp/pip-req-build-gitl79yc/dependencies/cutlass/tools/util/include -I/tmp/pip-req-build-gitl79yc/dependencies/fmt/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/TH -I/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/THC -I/home/crimson/miniconda3/envs/nerfstudio/include -I/home/crimson/miniconda3/envs/nerfstudio/include/python3.8 -c -c /tmp/pip-req-build-gitl79yc/bindings/torch/tinycudann/bindings.cpp -o /tmp/pip-req-build-gitl79yc/bindings/torch/build/temp.linux-x86_64-cpython-38/tinycudann/bindings.o -std=c++17 -DTCNN_PARAMS_UNALIGNED -DTCNN_RTC -DTCNN_RTC_USE_FAST_MATH -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_86_C -D_GLIBCXX_USE_CXX11_ABI=0
  cc1plus: warning: command-line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
  In file included from /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/Exceptions.h:14,
                   from /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/csrc/api/include/torch/python.h:11,
                   from /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/torch/extension.h:9,
                   from /tmp/pip-req-build-gitl79yc/bindings/torch/tinycudann/bindings.cpp:34:
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h: In instantiation of ‘class pybind11::class_<tcnn::cpp::LogSeverity>’:
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h:2170:7:   required from ‘class pybind11::enum_<tcnn::cpp::LogSeverity>’
  /tmp/pip-req-build-gitl79yc/bindings/torch/tinycudann/bindings.cpp:285:52:   required from here
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h:1496:7: warning: ‘pybind11::class_<tcnn::cpp::LogSeverity>’ declared with greater visibility than its base ‘pybind11::detail::generic_type’ [-Wattributes]
   1496 | class class_ : public detail::generic_type {
        |       ^~~~~~
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h: In instantiation of ‘class pybind11::class_<tcnn::cpp::Precision>’:
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h:2170:7:   required from ‘class pybind11::enum_<tcnn::cpp::Precision>’
  /tmp/pip-req-build-gitl79yc/bindings/torch/tinycudann/bindings.cpp:294:48:   required from here
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h:1496:7: warning: ‘pybind11::class_<tcnn::cpp::Precision>’ declared with greater visibility than its base ‘pybind11::detail::generic_type’ [-Wattributes]
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h: In instantiation of ‘class pybind11::class_<tcnn::cpp::Context>’:
  /tmp/pip-req-build-gitl79yc/bindings/torch/tinycudann/bindings.cpp:315:45:   required from here
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h:1496:7: warning: ‘pybind11::class_<tcnn::cpp::Context>’ declared with greater visibility than its base ‘pybind11::detail::generic_type’ [-Wattributes]
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h: In instantiation of ‘class pybind11::class_<Module>’:
  /tmp/pip-req-build-gitl79yc/bindings/torch/tinycudann/bindings.cpp:322:32:   required from here
  /home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/include/pybind11/pybind11.h:1496:7: warning: ‘pybind11::class_<Module>’ declared with greater visibility than its base ‘pybind11::detail::generic_type’ [-Wattributes]
  ninja: build stopped: subcommand failed.
  Traceback (most recent call last):
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 2100, in _run_ninja_build
      subprocess.run(
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/subprocess.py", line 516, in run
      raise CalledProcessError(retcode, process.args,
  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 2, in <module>
    File "<pip-setuptools-caller>", line 34, in <module>
    File "/tmp/pip-req-build-gitl79yc/bindings/torch/setup.py", line 234, in <module>
      setup(
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/__init__.py", line 117, in setup
      return distutils.core.setup(**attrs)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 183, in setup
      return run_commands(dist)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 199, in run_commands
      dist.run_commands()
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 954, in run_commands
      self.run_command(cmd)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/dist.py", line 950, in run_command
      super().run_command(command)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 973, in run_command
      cmd_obj.run()
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/command/bdist_wheel.py", line 398, in run
      self.run_command("build")
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
      self.distribution.run_command(command)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/dist.py", line 950, in run_command
      super().run_command(command)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 973, in run_command
      cmd_obj.run()
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/command/build.py", line 135, in run
      self.run_command(cmd_name)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
      self.distribution.run_command(command)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/dist.py", line 950, in run_command
      super().run_command(command)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 973, in run_command
      cmd_obj.run()
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 98, in run
      _build_ext.run(self)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 359, in run
      self.build_extensions()
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 873, in build_extensions
      build_ext.build_extensions(self)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 476, in build_extensions
      self._build_extensions_serial()
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 502, in _build_extensions_serial
      self.build_extension(ext)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 263, in build_extension
      _build_ext.build_extension(self, ext)
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 557, in build_extension
      objects = self.compiler.compile(
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 686, in unix_wrap_ninja_compile
      _write_ninja_file_and_compile_objects(
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1774, in _write_ninja_file_and_compile_objects
      _run_ninja_build(
    File "/home/crimson/miniconda3/envs/nerfstudio/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 2116, 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 tinycudann
Running setup.py clean for tinycudann
Failed to build tinycudann
ERROR: Failed to build installable wheels for some pyproject.toml based projects (tinycudann)

[peqod]

I have it too. And other ones when I experiment with approaches from the web. Why cannot this be unified :D

[GerritCorsmeyer]

Same problem here.

  copying tinycudann\rtc\include\tiny-cuda-nn\vec.h -> build\lib.win-amd64-cpython-38\tinycudann\rtc\include\tiny-cuda-nn
  copying tinycudann\rtc\include\tiny-cuda-nn\vec_json.h -> build\lib.win-amd64-cpython-38\tinycudann\rtc\include\tiny-cuda-nn
  copying tinycudann\rtc\include\tiny-cuda-nn\vec_pybind11.h -> build\lib.win-amd64-cpython-38\tinycudann\rtc\include\tiny-cuda-nn
  running build_ext
  error: [WinError 2] Das System kann die angegebene Datei nicht finden
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for tinycudann
Running setup.py clean for tinycudann
Failed to build tinycudann
ERROR: Failed to build installable wheels for some pyproject.toml based projects (tinycudann)

Why isn't there a simple Installer? If no one else have an Idea, I give up.

[amcmahon01]

Not sure if it was the same issue, but I also had a lot of trouble getting nerfstudio installed, particularly getting tiny-cuda-nn compiled, and solved it by doing this:

Using Ubuntu 24.04 without conda, pixi or docker, I think these were the key steps though I might be missing something as I was pretty much throwing everything at the wall before I found a path forward.

Note: Using python 3.12.3 and Nvidia driver 580.126.18. With newest driver you should be able to use newer cuda toolkit.

1. Clone nerfstudio repo:
   git clone https://github.com/nerfstudio-project/nerfstudio.git

2. Create and activate virtual env (I put this in my nerfstudio dir but that's just preference):
   cd nerfstudio
python3 -m venv venv
source venv/bin/activate

3. Install torch and torchvision (I ignored the installation guide and went for the latest versions, 2.11.0 and 0.26.0 currently)
   pip install torch torchvision

4. Deal with tiny-cuda-nn:
   a. Install ninja for compiling
   sudo apt install ninja-build

   b. Install last setup-tools version that still contains pkg_resources
   pip install setuptools==80.10.2 --force-reinstall

   c. Install cuda toolkit version to match both latest torch and currently installed drivers (you might not need to do this if everything already matches up). Of course you can use the .debs or whatever, I did this for convenience.
   wget https://developer.download.nvidia.com/compute/cuda/13.0.0/local_installers/cuda_13.0.0_580.65.06_linux.run
sudo sh cuda_13.0.0_580.65.06_linux.run (installed toolkit only from menu)

   d. Finally, build/install tiny-cuda-nn
   pip install git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch --no-build-isolation

5. Install remaining nerfstudio deps:
   pip install -e .

6. (optional) Tab completion if you want it:
   ns-install-cli