263 lines
13 KiB
Text
263 lines
13 KiB
Text
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "1ef8063e-95e6-445f-b6b9-709cb1b568a4",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"# conda environments:\n",
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"#\n",
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"base /opt/conda\n",
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"\n"
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]
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}
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],
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"source": [
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"!/opt/conda/condabin/conda env list"
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]
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},
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{
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"cell_type": "markdown",
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"id": "85145aa3-5361-47fe-a1d0-c7e1ea67cb86",
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"metadata": {},
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"source": [
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"Install pytorch"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "2f8da521-3430-48a3-bf9e-8ec72080cb1e",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Channels:\n",
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" - pytorch\n",
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" - nvidia\n",
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" - defaults\n",
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"Platform: linux-64\n",
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"Collecting package metadata (repodata.json): ...working... done\n",
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"Solving environment: ...working... done\n",
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"\n",
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"## Package Plan ##\n",
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"\n",
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" environment location: /home/xfr/.conda/envs/myenv\n",
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"\n",
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" added / updated specs:\n",
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" - pytorch-cuda=12.4\n",
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" - pytorch==2.5.1\n",
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" - torchaudio==2.5.1\n",
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" - torchvision==0.20.1\n",
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"\n",
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"\n",
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"The following NEW packages will be INSTALLED:\n",
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"\n",
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" _libgcc_mutex pkgs/main/linux-64::_libgcc_mutex-0.1-main \n",
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" _openmp_mutex pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu \n",
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" aom pkgs/main/linux-64::aom-3.6.0-h6a678d5_0 \n",
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" blas pkgs/main/linux-64::blas-1.0-mkl \n",
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" brotlicffi pkgs/main/linux-64::brotlicffi-1.0.9.2-py312h6a678d5_1 \n",
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" bzip2 pkgs/main/linux-64::bzip2-1.0.8-h5eee18b_6 \n",
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" ca-certificates pkgs/main/linux-64::ca-certificates-2025.7.15-h06a4308_0 \n",
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" cairo pkgs/main/linux-64::cairo-1.16.0-h44eff21_7 \n",
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" certifi pkgs/main/linux-64::certifi-2025.8.3-py312h06a4308_0 \n",
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" cffi pkgs/main/linux-64::cffi-1.17.1-py312h1fdaa30_1 \n",
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" charset-normalizer pkgs/main/noarch::charset-normalizer-3.3.2-pyhd3eb1b0_0 \n",
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" cuda-cudart nvidia/linux-64::cuda-cudart-12.4.127-0 \n",
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" cuda-cupti nvidia/linux-64::cuda-cupti-12.4.127-0 \n",
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" cuda-libraries nvidia/linux-64::cuda-libraries-12.4.1-0 \n",
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" cuda-nvrtc nvidia/linux-64::cuda-nvrtc-12.4.127-0 \n",
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" cuda-nvtx nvidia/linux-64::cuda-nvtx-12.4.127-0 \n",
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" cuda-opencl nvidia/linux-64::cuda-opencl-12.9.19-0 \n",
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" cuda-runtime nvidia/linux-64::cuda-runtime-12.4.1-0 \n",
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" cuda-version nvidia/noarch::cuda-version-12.9-3 \n",
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" dav1d pkgs/main/linux-64::dav1d-1.2.1-h5eee18b_0 \n",
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" expat pkgs/main/linux-64::expat-2.7.1-h6a678d5_0 \n",
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" ffmpeg pytorch/linux-64::ffmpeg-4.3-hf484d3e_0 \n",
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" filelock pkgs/main/linux-64::filelock-3.17.0-py312h06a4308_0 \n",
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" fontconfig pkgs/main/linux-64::fontconfig-2.14.1-h55d465d_3 \n",
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" freetype pkgs/main/linux-64::freetype-2.13.3-h4a9f257_0 \n",
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" fribidi pkgs/main/linux-64::fribidi-1.0.10-h7b6447c_0 \n",
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" giflib pkgs/main/linux-64::giflib-5.2.2-h5eee18b_0 \n",
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" gmp pkgs/main/linux-64::gmp-6.3.0-h6a678d5_0 \n",
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" gmpy2 pkgs/main/linux-64::gmpy2-2.2.1-py312h5eee18b_0 \n",
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" gnutls pkgs/main/linux-64::gnutls-3.6.15-he1e5248_0 \n",
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" graphite2 pkgs/main/linux-64::graphite2-1.3.14-h295c915_1 \n",
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" harfbuzz pkgs/main/linux-64::harfbuzz-10.2.0-hdfddeaa_1 \n",
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" icu pkgs/main/linux-64::icu-73.1-h6a678d5_0 \n",
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" idna pkgs/main/linux-64::idna-3.7-py312h06a4308_0 \n",
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" intel-openmp pkgs/main/linux-64::intel-openmp-2023.1.0-hdb19cb5_46306 \n",
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" jinja2 pkgs/main/linux-64::jinja2-3.1.6-py312h06a4308_0 \n",
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" jpeg pkgs/main/linux-64::jpeg-9e-h5eee18b_3 \n",
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" lame pkgs/main/linux-64::lame-3.100-h7b6447c_0 \n",
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" lcms2 pkgs/main/linux-64::lcms2-2.16-h92b89f2_1 \n",
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" ld_impl_linux-64 pkgs/main/linux-64::ld_impl_linux-64-2.40-h12ee557_0 \n",
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" lerc pkgs/main/linux-64::lerc-4.0.0-h6a678d5_0 \n",
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" libavif pkgs/main/linux-64::libavif-1.1.1-h5eee18b_0 \n",
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" libcublas nvidia/linux-64::libcublas-12.4.5.8-0 \n",
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" libcufft nvidia/linux-64::libcufft-11.2.1.3-0 \n",
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" libcufile nvidia/linux-64::libcufile-1.14.1.1-4 \n",
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" libcurand nvidia/linux-64::libcurand-10.3.10.19-0 \n",
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" libcusolver nvidia/linux-64::libcusolver-11.6.1.9-0 \n",
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" libcusparse nvidia/linux-64::libcusparse-12.3.1.170-0 \n",
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" libdeflate pkgs/main/linux-64::libdeflate-1.22-h5eee18b_0 \n",
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" libffi pkgs/main/linux-64::libffi-3.4.4-h6a678d5_1 \n",
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" libgcc-ng pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1 \n",
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" libglib pkgs/main/linux-64::libglib-2.84.2-h37c7471_0 \n",
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" libgomp pkgs/main/linux-64::libgomp-11.2.0-h1234567_1 \n",
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" libiconv pkgs/main/linux-64::libiconv-1.16-h5eee18b_3 \n",
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" libidn2 pkgs/main/linux-64::libidn2-2.3.4-h5eee18b_0 \n",
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" libjpeg-turbo pytorch/linux-64::libjpeg-turbo-2.0.0-h9bf148f_0 \n",
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" libnpp nvidia/linux-64::libnpp-12.2.5.30-0 \n",
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" libnvfatbin nvidia/linux-64::libnvfatbin-12.9.82-0 \n",
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" libnvjitlink nvidia/linux-64::libnvjitlink-12.4.127-0 \n",
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" libnvjpeg nvidia/linux-64::libnvjpeg-12.3.1.117-0 \n",
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" libpng pkgs/main/linux-64::libpng-1.6.39-h5eee18b_0 \n",
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" libstdcxx-ng pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1 \n",
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" libtasn1 pkgs/main/linux-64::libtasn1-4.19.0-h5eee18b_0 \n",
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" libtiff pkgs/main/linux-64::libtiff-4.7.0-hde9077f_0 \n",
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" libunistring pkgs/main/linux-64::libunistring-0.9.10-h27cfd23_0 \n",
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" libuuid pkgs/main/linux-64::libuuid-1.41.5-h5eee18b_0 \n",
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" libwebp pkgs/main/linux-64::libwebp-1.3.2-h9f374a3_1 \n",
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" libwebp-base pkgs/main/linux-64::libwebp-base-1.3.2-h5eee18b_1 \n",
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" libxcb pkgs/main/linux-64::libxcb-1.17.0-h9b100fa_0 \n",
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" libxml2 pkgs/main/linux-64::libxml2-2.13.8-hfdd30dd_0 \n",
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" llvm-openmp pkgs/main/linux-64::llvm-openmp-14.0.6-h9e868ea_0 \n",
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" lz4-c pkgs/main/linux-64::lz4-c-1.9.4-h6a678d5_1 \n",
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" markupsafe pkgs/main/linux-64::markupsafe-3.0.2-py312h5eee18b_0 \n",
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" mkl pkgs/main/linux-64::mkl-2023.1.0-h213fc3f_46344 \n",
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" mkl-service pkgs/main/linux-64::mkl-service-2.4.0-py312h5eee18b_2 \n",
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" mkl_fft pkgs/main/linux-64::mkl_fft-1.3.11-py312h5eee18b_0 \n",
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" mkl_random pkgs/main/linux-64::mkl_random-1.2.8-py312h526ad5a_0 \n",
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" mpc pkgs/main/linux-64::mpc-1.3.1-h5eee18b_0 \n",
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" mpfr pkgs/main/linux-64::mpfr-4.2.1-h5eee18b_0 \n",
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" mpmath pkgs/main/linux-64::mpmath-1.3.0-py312h06a4308_0 \n",
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" ncurses pkgs/main/linux-64::ncurses-6.5-h7934f7d_0 \n",
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" nettle pkgs/main/linux-64::nettle-3.7.3-hbbd107a_1 \n",
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" networkx pkgs/main/linux-64::networkx-3.4.2-py312h06a4308_0 \n",
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" numpy pkgs/main/linux-64::numpy-2.3.1-py312h2470af2_0 \n",
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" numpy-base pkgs/main/linux-64::numpy-base-2.3.1-py312h06ae042_0 \n",
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" ocl-icd pkgs/main/linux-64::ocl-icd-2.3.2-h5eee18b_1 \n",
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" openh264 pkgs/main/linux-64::openh264-2.1.1-h4ff587b_0 \n",
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" openjpeg pkgs/main/linux-64::openjpeg-2.5.2-h0d4d230_1 \n",
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" openssl pkgs/main/linux-64::openssl-3.0.17-h5eee18b_0 \n",
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" pcre2 pkgs/main/linux-64::pcre2-10.42-hebb0a14_1 \n",
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" pillow pkgs/main/linux-64::pillow-11.3.0-py312hb1c3d2d_0 \n",
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" pip pkgs/main/noarch::pip-25.1-pyhc872135_2 \n",
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" pixman pkgs/main/linux-64::pixman-0.46.4-h7934f7d_0 \n",
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" pthread-stubs pkgs/main/linux-64::pthread-stubs-0.3-h0ce48e5_1 \n",
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" pycparser pkgs/main/noarch::pycparser-2.21-pyhd3eb1b0_0 \n",
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" pysocks pkgs/main/linux-64::pysocks-1.7.1-py312h06a4308_0 \n",
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" python pkgs/main/linux-64::python-3.12.11-h22baa00_0 \n",
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" pytorch pytorch/linux-64::pytorch-2.5.1-py3.12_cuda12.4_cudnn9.1.0_0 \n",
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" pytorch-cuda pytorch/linux-64::pytorch-cuda-12.4-hc786d27_7 \n",
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" pytorch-mutex pytorch/noarch::pytorch-mutex-1.0-cuda \n",
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" pyyaml pkgs/main/linux-64::pyyaml-6.0.2-py312h5eee18b_0 \n",
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" readline pkgs/main/linux-64::readline-8.3-hc2a1206_0 \n",
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" requests pkgs/main/linux-64::requests-2.32.4-py312h06a4308_0 \n",
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" setuptools pkgs/main/linux-64::setuptools-72.1.0-py312h06a4308_0 \n",
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" sqlite pkgs/main/linux-64::sqlite-3.50.2-hb25bd0a_1 \n",
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" sympy pkgs/main/linux-64::sympy-1.13.3-py312h06a4308_1 \n",
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" tbb pkgs/main/linux-64::tbb-2021.8.0-hdb19cb5_0 \n",
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" tk pkgs/main/linux-64::tk-8.6.15-h54e0aa7_0 \n",
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" torchaudio pytorch/linux-64::torchaudio-2.5.1-py312_cu124 \n",
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" torchtriton pytorch/linux-64::torchtriton-3.1.0-py312 \n",
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" torchvision pytorch/linux-64::torchvision-0.20.1-py312_cu124 \n",
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" typing_extensions pkgs/main/linux-64::typing_extensions-4.12.2-py312h06a4308_0 \n",
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" tzdata pkgs/main/noarch::tzdata-2025b-h04d1e81_0 \n",
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" urllib3 pkgs/main/linux-64::urllib3-2.5.0-py312h06a4308_0 \n",
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" wheel pkgs/main/linux-64::wheel-0.45.1-py312h06a4308_0 \n",
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" xorg-libx11 pkgs/main/linux-64::xorg-libx11-1.8.12-h9b100fa_1 \n",
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" xorg-libxau pkgs/main/linux-64::xorg-libxau-1.0.12-h9b100fa_0 \n",
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" xorg-libxdmcp pkgs/main/linux-64::xorg-libxdmcp-1.1.5-h9b100fa_0 \n",
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" xorg-libxext pkgs/main/linux-64::xorg-libxext-1.3.6-h9b100fa_0 \n",
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" xorg-libxrender pkgs/main/linux-64::xorg-libxrender-0.9.12-h9b100fa_0 \n",
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" xorg-xorgproto pkgs/main/linux-64::xorg-xorgproto-2024.1-h5eee18b_1 \n",
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" xz pkgs/main/linux-64::xz-5.6.4-h5eee18b_1 \n",
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" yaml pkgs/main/linux-64::yaml-0.2.5-h7b6447c_0 \n",
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" zlib pkgs/main/linux-64::zlib-1.2.13-h5eee18b_1 \n",
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" zstd pkgs/main/linux-64::zstd-1.5.6-hc292b87_0 \n",
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"\n",
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"\n",
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"Preparing transaction: ...working... done\n",
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"Verifying transaction: ...working... done\n",
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"Executing transaction: ...working... done\n"
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]
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}
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],
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"source": [
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"!/opt/conda/condabin/conda create -n myenv -qy pytorch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 pytorch-cuda=12.4 -c pytorch -c nvidia"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "96f42d22-4108-4e99-9e25-ffe985204bea",
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"metadata": {},
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"outputs": [],
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"source": []
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "b7be613d-18cd-46a2-859d-7f474012f28e",
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"metadata": {},
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"outputs": [],
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"source": []
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "607cf1f1-aa0b-434b-a846-a20ae5326795",
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"metadata": {},
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"outputs": [],
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"source": []
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "5039dfa0-c67b-4027-b6e1-741cc4b5aa35",
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"metadata": {},
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"outputs": [],
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"source": []
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},
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{
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"cell_type": "code",
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"execution_count": null,
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|
"id": "ac3703f6-2b16-43ca-ba49-cbbfd498e7f0",
|
||
|
|
"metadata": {},
|
||
|
|
"outputs": [],
|
||
|
|
"source": []
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"metadata": {
|
||
|
|
"kernelspec": {
|
||
|
|
"display_name": "Python 3 (ipykernel)",
|
||
|
|
"language": "python",
|
||
|
|
"name": "python3"
|
||
|
|
},
|
||
|
|
"language_info": {
|
||
|
|
"codemirror_mode": {
|
||
|
|
"name": "ipython",
|
||
|
|
"version": 3
|
||
|
|
},
|
||
|
|
"file_extension": ".py",
|
||
|
|
"mimetype": "text/x-python",
|
||
|
|
"name": "python",
|
||
|
|
"nbconvert_exporter": "python",
|
||
|
|
"pygments_lexer": "ipython3",
|
||
|
|
"version": "3.10.12"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"nbformat": 4,
|
||
|
|
"nbformat_minor": 5
|
||
|
|
}
|