Open AdityaMayukhSom opened 1 month ago
I am trying to install PyTorch CUDA version on Fedora 40, I have CUDA installed, nvidia-smi shows the following output
nvidia-smi
When I try to install torch without poetry using default venv, it gets installed and I can import torch.
I have tested with windows version of poetry, and this issue does not exist on the windows version.
pipx
Fedora 40
Poetry (version 1.8.4)
cache-dir = "/home/adityamayukhsom/.cache/pypoetry" experimental.system-git-client = false installer.max-workers = null installer.modern-installation = true installer.no-binary = null installer.parallel = true keyring.enabled = true repositories.pytorch-gpu.url = "https://download.pytorch.org/whl/cu124" solver.lazy-wheel = true virtualenvs.create = true virtualenvs.in-project = true virtualenvs.options.always-copy = false virtualenvs.options.no-pip = false virtualenvs.options.no-setuptools = false virtualenvs.options.system-site-packages = false virtualenvs.path = "{cache-dir}/virtualenvs" # /home/adityamayukhsom/.cache/pypoetry/virtualenvs virtualenvs.prefer-active-python = false virtualenvs.prompt = "{project_name}-py{python_version}" warnings.export = true
Platform: "linux-x86_64" Python version: "3.12" Current installation scheme: "venv" Paths: data = "/home/adityamayukhsom/machine-learning/Pointer_Generator_LLaMA/.venv" include = "/usr/include/python3.12" platinclude = "/usr/include/python3.12" platlib = "/home/adityamayukhsom/machine-learning/Pointer_Generator_LLaMA/.venv/lib64/python3.12/site-packages" platstdlib = "/home/adityamayukhsom/machine-learning/Pointer_Generator_LLaMA/.venv/lib64/python3.12" purelib = "/home/adityamayukhsom/machine-learning/Pointer_Generator_LLaMA/.venv/lib/python3.12/site-packages" scripts = "/home/adityamayukhsom/machine-learning/Pointer_Generator_LLaMA/.venv/bin" stdlib = "/usr/lib64/python3.12" Variables: ABIFLAGS = "" AC_APPLE_UNIVERSAL_BUILD = "0" AIX_BUILDDATE = "0" AIX_GENUINE_CPLUSPLUS = "0" ALIGNOF_LONG = "8" ALIGNOF_MAX_ALIGN_T = "16" ALIGNOF_SIZE_T = "8" ALT_SOABI = "0" ANDROID_API_LEVEL = "0" AR = "ar" ARFLAGS = "rcs" BASECFLAGS = "-fno-strict-overflow -Wsign-compare" BASECPPFLAGS = "-IObjects -IInclude -IPython" BASEMODLIBS = "" BINDIR = "/usr/bin" BINLIBDEST = "/usr/lib64/python3.12" BLDLIBRARY = "-L. -lpython3.12" BLDSHARED = "gcc -shared" BOOTSTRAP_HEADERS = "\" BUILDEXE = "" BUILDPYTHON = "python" BUILD_GNU_TYPE = "x86_64-redhat-linux-gnu" BUILD_SCRIPTS_DIR = "build/scripts-3.12" BYTESTR_DEPS = "\" CC = "gcc" CCSHARED = "-fPIC" CFLAGS = "-fno-strict-overflow -Wsign-compare -DDYNAMIC_ANNOTATIONS_ENABLED=1 -DNDEBUG -fexceptions -fcf-protection -fexceptions -fcf-protection -fexceptions -fcf-protection" CFLAGSFORSHARED = "-fPIC" CFLAGS_ALIASING = "" CODECS_COMMON_HEADERS = "/builddir/build/BUILD/Python-3.12.6/Modules/cjkcodecs/multibytecodec.h /builddir/build/BUILD/Python-3.12.6/Modules/cjkcodecs/cjkcodecs.h" COMPILEALL_OPTS = "-j0" CONFIGFILES = "configure configure.ac acconfig.h pyconfig.h.in Makefile.pre.in" CONFIGURE_CFLAGS = "-fexceptions -fcf-protection" CONFIGURE_CFLAGS_NODIST = "-O2 -flto=auto -ffat-lto-objects -fexceptions -g -grecord-gcc-switches -pipe -Wall 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-ffat-lto-objects -flto-partition=none -g" CONFIGURE_LDFLAGS_NOLTO = "-fno-lto" CONFIG_ARGS = "'--build=x86_64-redhat-linux-gnu' '--host=x86_64-redhat-linux-gnu' '--program-prefix=' '--disable-dependency-tracking' '--prefix=/usr' '--exec-prefix=/usr' '--bindir=/usr/bin' '--sbindir=/usr/sbin' '--sysconfdir=/etc' '--datadir=/usr/share' '--includedir=/usr/include' '--libdir=/usr/lib64' '--libexecdir=/usr/libexec' '--localstatedir=/var' '--runstatedir=/run' '--sharedstatedir=/var/lib' '--mandir=/usr/share/man' '--infodir=/usr/share/info' '--with-platlibdir=lib64' '--enable-ipv6' '--enable-shared' '--with-computed-gotos=yes' '--with-dbmliborder=gdbm:ndbm:bdb' '--with-system-expat' '--with-system-ffi' '--with-system-libmpdec' '--enable-loadable-sqlite-extensions' '--with-dtrace' '--with-lto' '--with-ssl-default-suites=openssl' '--without-static-libpython' '--with-wheel-pkg-dir=/usr/share/python-wheels' '--with-valgrind' '--without-ensurepip' '--enable-optimizations' 'build_alias=x86_64-redhat-linux-gnu' 'host_alias=x86_64-redhat-linux-gnu' 'PKG_CONFIG_PATH=:/usr/lib64/pkgconfig:/usr/share/pkgconfig' 'CC=gcc' 'CFLAGS=-fexceptions -fcf-protection ' 'LDFLAGS= ' 'CPPFLAGS='" CONFINCLUDEDIR = "/usr/include" CONFINCLUDEPY = "/usr/include/python3.12" COREPYTHONPATH = "" COVERAGE_INFO = "/builddir/build/BUILD/Python-3.12.6/build/optimized/coverage.info" COVERAGE_LCOV_OPTIONS = "--rc lcov_branch_coverage=1" COVERAGE_REPORT = "/builddir/build/BUILD/Python-3.12.6/build/optimized/lcov-report" COVERAGE_REPORT_OPTIONS = "--rc lcov_branch_coverage=1 --branch-coverage --title "CPython 3.12 LCOV report [commit $(shell )]"" CPPFLAGS = "-IObjects -IInclude -IPython -I. -I/builddir/build/BUILD/Python-3.12.6/Include" CXX = "g++" DEEPFREEZE_C = "Python/deepfreeze/deepfreeze.c" DEEPFREEZE_DEPS = "/builddir/build/BUILD/Python-3.12.6/Tools/build/deepfreeze.py _bootstrap_python /builddir/build/BUILD/Python-3.12.6/Programs/_freeze_module.py \" DEEPFREEZE_OBJS = 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[tool.black] line-length = 80 fast = true [tool.poetry] name = "pointer-generator-llama" version = "0.1.0" description = "" authors = ["Aditya Mayukh Som <************>"] readme = "README.md" [tool.poetry.dependencies] python = "^3.12" torch = { version = "^2.5.0+cu124", source = "pytorch-gpu" } torchaudio = { version = "^2.5.0+cu124", source = "pytorch-gpu" } torchvision = { version = "^0.20.0+cu124", source = "pytorch-gpu" } datasets = "^3.0.1" transformers = "^4.45.2" accelerate = "^1.0.1" peft = "^0.13.2" trl = "^0.11.4" bitsandbytes = "^0.44.1" wandb = "^0.18.3" [[tool.poetry.source]] name = "pytorch-gpu" url = "https://download.pytorch.org/whl/cu124" priority = "explicit" [build-system] requires = ["poetry-core"] build-backend = "poetry.core.masonry.api"
N/A
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Description
I am trying to install PyTorch CUDA version on Fedora 40, I have CUDA installed,
nvidia-smi
shows the following outputWhen I try to install torch without poetry using default venv, it gets installed and I can import torch.
Workarounds
I have tested with windows version of poetry, and this issue does not exist on the windows version.
Poetry Installation Method
pipx
Operating System
Fedora 40
Poetry Version
Poetry (version 1.8.4)
Poetry Configuration
Python Sysconfig
Example pyproject.toml
Poetry Runtime Logs