write tool

environment.yml

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+name: cumcm2024
+channels:
+  - pytorch
+  - nvidia
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _openmp_mutex=5.1=1_gnu
+  - blas=1.0=mkl
+  - brotli-python=1.0.9=py312h6a678d5_8
+  - bzip2=1.0.8=h5eee18b_6
+  - ca-certificates=2024.7.2=h06a4308_0
+  - certifi=2024.7.4=py312h06a4308_0
+  - charset-normalizer=3.3.2=pyhd3eb1b0_0
+  - cuda-cudart=12.1.105=0
+  - cuda-cupti=12.1.105=0
+  - cuda-libraries=12.1.0=0
+  - cuda-nvrtc=12.1.105=0
+  - cuda-nvtx=12.1.105=0
+  - cuda-opencl=12.6.68=0
+  - cuda-runtime=12.1.0=0
+  - cuda-version=12.6=3
+  - expat=2.6.2=h6a678d5_0
+  - ffmpeg=4.3=hf484d3e_0
+  - filelock=3.13.1=py312h06a4308_0
+  - freetype=2.12.1=h4a9f257_0
+  - gmp=6.2.1=h295c915_3
+  - gnutls=3.6.15=he1e5248_0
+  - idna=3.7=py312h06a4308_0
+  - intel-openmp=2023.1.0=hdb19cb5_46306
+  - jinja2=3.1.4=py312h06a4308_0
+  - jpeg=9e=h5eee18b_3
+  - lame=3.100=h7b6447c_0
+  - lcms2=2.12=h3be6417_0
+  - ld_impl_linux-64=2.38=h1181459_1
+  - lerc=3.0=h295c915_0
+  - libcublas=12.1.0.26=0
+  - libcufft=11.0.2.4=0
+  - libcufile=1.11.1.6=0
+  - libcurand=10.3.7.68=0
+  - libcusolver=11.4.4.55=0
+  - libcusparse=12.0.2.55=0
+  - libdeflate=1.17=h5eee18b_1
+  - libffi=3.4.4=h6a678d5_1
+  - libgcc-ng=11.2.0=h1234567_1
+  - libgomp=11.2.0=h1234567_1
+  - libiconv=1.16=h5eee18b_3
+  - libidn2=2.3.4=h5eee18b_0
+  - libjpeg-turbo=2.0.0=h9bf148f_0
+  - libllvm14=14.0.6=hdb19cb5_3
+  - libnpp=12.0.2.50=0
+  - libnvjitlink=12.1.105=0
+  - libnvjpeg=12.1.1.14=0
+  - libpng=1.6.39=h5eee18b_0
+  - libstdcxx-ng=11.2.0=h1234567_1
+  - libtasn1=4.19.0=h5eee18b_0
+  - libtiff=4.5.1=h6a678d5_0
+  - libunistring=0.9.10=h27cfd23_0
+  - libuuid=1.41.5=h5eee18b_0
+  - libwebp-base=1.3.2=h5eee18b_0
+  - llvm-openmp=14.0.6=h9e868ea_0
+  - llvmlite=0.43.0=py312h6a678d5_0
+  - lz4-c=1.9.4=h6a678d5_1
+  - markupsafe=2.1.3=py312h5eee18b_0
+  - mkl=2023.1.0=h213fc3f_46344
+  - mkl-service=2.4.0=py312h5eee18b_1
+  - mkl_fft=1.3.10=py312h5eee18b_0
+  - mkl_random=1.2.7=py312h526ad5a_0
+  - mpmath=1.3.0=py312h06a4308_0
+  - ncurses=6.4=h6a678d5_0
+  - nettle=3.7.3=hbbd107a_1
+  - networkx=3.2.1=py312h06a4308_0
+  - numba=0.60.0=py312h526ad5a_0
+  - numpy=1.26.4=py312hc5e2394_0
+  - numpy-base=1.26.4=py312h0da6c21_0
+  - openh264=2.1.1=h4ff587b_0
+  - openjpeg=2.5.2=he7f1fd0_0
+  - openssl=3.0.14=h5eee18b_0
+  - pillow=10.4.0=py312h5eee18b_0
+  - pip=24.2=py312h06a4308_0
+  - pysocks=1.7.1=py312h06a4308_0
+  - python=3.12.4=h5148396_1
+  - pytorch=2.4.1=py3.12_cuda12.1_cudnn9.1.0_0
+  - pytorch-cuda=12.1=ha16c6d3_5
+  - pytorch-mutex=1.0=cuda
+  - pyyaml=6.0.1=py312h5eee18b_0
+  - readline=8.2=h5eee18b_0
+  - requests=2.32.3=py312h06a4308_0
+  - setuptools=72.1.0=py312h06a4308_0
+  - sqlite=3.45.3=h5eee18b_0
+  - sympy=1.13.2=py312h06a4308_0
+  - tbb=2021.8.0=hdb19cb5_0
+  - tk=8.6.14=h39e8969_0
+  - torchaudio=2.4.1=py312_cu121
+  - torchtriton=3.0.0=py312
+  - torchvision=0.19.1=py312_cu121
+  - typing_extensions=4.11.0=py312h06a4308_0
+  - tzdata=2024a=h04d1e81_0
+  - urllib3=2.2.2=py312h06a4308_0
+  - wheel=0.43.0=py312h06a4308_0
+  - xz=5.4.6=h5eee18b_1
+  - yaml=0.2.5=h7b6447c_0
+  - zlib=1.2.13=h5eee18b_1
+  - zstd=1.5.5=hc292b87_2
+prefix: /home/bird/miniconda3/envs/cumcm2024