Unable to install PyTorch version 2.5.0 with CUDA 12.4 with Python 3.12.6 on Fedora 40

[AdityaMayukhSom]

Description

I am trying to install PyTorch CUDA version on Fedora 40, I have CUDA installed, nvidia-smi shows the following output

When 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

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

Python Sysconfig

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 -Werror=format-security -Wp,-U_FORTIFY_SOURCE,-D_FORTIFY_SOURCE=3 -Wp,-D_GLIBCXX_ASSERTIONS -specs=/usr/lib/rpm/redhat/redhat-hardened-cc1 -fstack-protector-strong -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1  -m64 -march=x86-64 -mtune=generic -fasynchronous-unwind-tables -fstack-clash-protection -fcf-protection -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer  -D_GNU_SOURCE -fPIC -fwrapv -fno-semantic-interposition -flto -fuse-linker-plugin -ffat-lto-objects -flto-partition=none -g -std=c11 -Wextra -Wno-unused-parameter -Wno-missing-field-initializers -Wstrict-prototypes -Werror=implicit-function-declaration -fvisibility=hidden"
	CONFIGURE_CPPFLAGS = ""
	CONFIGURE_LDFLAGS = ""
	CONFIGURE_LDFLAGS_NODIST = "-Wl,-z,relro -Wl,--as-needed  -Wl,-z,pack-relative-relocs -Wl,-z,now -specs=/usr/lib/rpm/redhat/redhat-hardened-ld -specs=/usr/lib/rpm/redhat/redhat-annobin-cc1  -Wl,--build-id=sha1 -specs=/usr/lib/rpm/redhat/redhat-package-notes  -g  -fno-semantic-interposition -flto -fuse-linker-plugin -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 = "Python/deepfreeze/deepfreeze.o"
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	DESTSHARED = "/usr/lib64/python3.12/lib-dynload"
	DFLAGS = ""
	DIRMODE = "755"
	DIST = "README.rst ChangeLog configure configure.ac acconfig.h pyconfig.h.in Makefile.pre.in Include Lib Misc Ext-dummy"
	DISTDIRS = "Include Lib Misc Ext-dummy"
	DISTFILES = "README.rst ChangeLog configure configure.ac acconfig.h pyconfig.h.in Makefile.pre.in"
	DLINCLDIR = "."
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	DSYMUTIL_PATH = ""
	DTRACE = "/usr/bin/dtrace"
	DTRACE_DEPS = "\"
	DTRACE_HEADERS = "Include/pydtrace_probes.h"
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	EXEMODE = "755"
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	EXTRATESTOPTS = ""
	EXT_SUFFIX = ".cpython-312-x86_64-linux-gnu.so"
	FILEMODE = "644"
	FLOAT_WORDS_BIGENDIAN = "0"
	FREEZE_MODULE = "./_bootstrap_python /builddir/build/BUILD/Python-3.12.6/Programs/_freeze_module.py"
	FREEZE_MODULE_BOOTSTRAP = "./Programs/_freeze_module"
	FREEZE_MODULE_BOOTSTRAP_DEPS = "Programs/_freeze_module"
	FREEZE_MODULE_DEPS = "_bootstrap_python /builddir/build/BUILD/Python-3.12.6/Programs/_freeze_module.py"
	FROZEN_FILES_IN = "\"
	FROZEN_FILES_OUT = "\"
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	GITBRANCH = ""
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	GNULD = "yes"
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	HAVE_BLUETOOTH_BLUETOOTH_H = "1"
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	HAVE_BROKEN_PIPE_BUF = "0"
	HAVE_BROKEN_POLL = "0"
	HAVE_BROKEN_POSIX_SEMAPHORES = "0"
	HAVE_BROKEN_PTHREAD_SIGMASK = "0"
	HAVE_BROKEN_SEM_GETVALUE = "0"
	HAVE_BROKEN_UNSETENV = "0"
	HAVE_BUILTIN_ATOMIC = "1"
	HAVE_BZLIB_H = "0"
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	SHAREDMODS = "Modules/array.cpython-312-x86_64-linux-gnu.so Modules/_asyncio.cpython-312-x86_64-linux-gnu.so Modules/_bisect.cpython-312-x86_64-linux-gnu.so Modules/_contextvars.cpython-312-x86_64-linux-gnu.so Modules/_csv.cpython-312-x86_64-linux-gnu.so Modules/_heapq.cpython-312-x86_64-linux-gnu.so Modules/_json.cpython-312-x86_64-linux-gnu.so Modules/_lsprof.cpython-312-x86_64-linux-gnu.so Modules/_opcode.cpython-312-x86_64-linux-gnu.so Modules/_pickle.cpython-312-x86_64-linux-gnu.so Modules/_queue.cpython-312-x86_64-linux-gnu.so Modules/_random.cpython-312-x86_64-linux-gnu.so Modules/_struct.cpython-312-x86_64-linux-gnu.so Modules/_xxsubinterpreters.cpython-312-x86_64-linux-gnu.so Modules/_xxinterpchannels.cpython-312-x86_64-linux-gnu.so Modules/_zoneinfo.cpython-312-x86_64-linux-gnu.so Modules/audioop.cpython-312-x86_64-linux-gnu.so Modules/math.cpython-312-x86_64-linux-gnu.so Modules/cmath.cpython-312-x86_64-linux-gnu.so Modules/_statistics.cpython-312-x86_64-linux-gnu.so Modules/_datetime.cpython-312-x86_64-linux-gnu.so Modules/_decimal.cpython-312-x86_64-linux-gnu.so Modules/binascii.cpython-312-x86_64-linux-gnu.so Modules/_bz2.cpython-312-x86_64-linux-gnu.so Modules/_lzma.cpython-312-x86_64-linux-gnu.so Modules/zlib.cpython-312-x86_64-linux-gnu.so Modules/_dbm.cpython-312-x86_64-linux-gnu.so Modules/_gdbm.cpython-312-x86_64-linux-gnu.so Modules/readline.cpython-312-x86_64-linux-gnu.so Modules/_md5.cpython-312-x86_64-linux-gnu.so Modules/_sha1.cpython-312-x86_64-linux-gnu.so Modules/_sha2.cpython-312-x86_64-linux-gnu.so Modules/_sha3.cpython-312-x86_64-linux-gnu.so Modules/_blake2.cpython-312-x86_64-linux-gnu.so Modules/pyexpat.cpython-312-x86_64-linux-gnu.so Modules/_elementtree.cpython-312-x86_64-linux-gnu.so Modules/_codecs_cn.cpython-312-x86_64-linux-gnu.so Modules/_codecs_hk.cpython-312-x86_64-linux-gnu.so Modules/_codecs_iso2022.cpython-312-x86_64-linux-gnu.so Modules/_codecs_jp.cpython-312-x86_64-linux-gnu.so Modules/_codecs_kr.cpython-312-x86_64-linux-gnu.so Modules/_codecs_tw.cpython-312-x86_64-linux-gnu.so Modules/_multibytecodec.cpython-312-x86_64-linux-gnu.so Modules/unicodedata.cpython-312-x86_64-linux-gnu.so Modules/_crypt.cpython-312-x86_64-linux-gnu.so Modules/fcntl.cpython-312-x86_64-linux-gnu.so Modules/grp.cpython-312-x86_64-linux-gnu.so Modules/mmap.cpython-312-x86_64-linux-gnu.so Modules/nis.cpython-312-x86_64-linux-gnu.so Modules/ossaudiodev.cpython-312-x86_64-linux-gnu.so Modules/_posixsubprocess.cpython-312-x86_64-linux-gnu.so Modules/resource.cpython-312-x86_64-linux-gnu.so Modules/select.cpython-312-x86_64-linux-gnu.so Modules/_socket.cpython-312-x86_64-linux-gnu.so Modules/spwd.cpython-312-x86_64-linux-gnu.so Modules/syslog.cpython-312-x86_64-linux-gnu.so Modules/termios.cpython-312-x86_64-linux-gnu.so Modules/_posixshmem.cpython-312-x86_64-linux-gnu.so Modules/_multiprocessing.cpython-312-x86_64-linux-gnu.so Modules/_ctypes.cpython-312-x86_64-linux-gnu.so Modules/_curses.cpython-312-x86_64-linux-gnu.so Modules/_curses_panel.cpython-312-x86_64-linux-gnu.so Modules/_sqlite3.cpython-312-x86_64-linux-gnu.so Modules/_ssl.cpython-312-x86_64-linux-gnu.so Modules/_hashlib.cpython-312-x86_64-linux-gnu.so Modules/_uuid.cpython-312-x86_64-linux-gnu.so Modules/_tkinter.cpython-312-x86_64-linux-gnu.so Modules/xxsubtype.cpython-312-x86_64-linux-gnu.so Modules/_xxtestfuzz.cpython-312-x86_64-linux-gnu.so Modules/_testbuffer.cpython-312-x86_64-linux-gnu.so Modules/_testinternalcapi.cpython-312-x86_64-linux-gnu.so Modules/_testcapi.cpython-312-x86_64-linux-gnu.so Modules/_testclinic.cpython-312-x86_64-linux-gnu.so Modules/_testimportmultiple.cpython-312-x86_64-linux-gnu.so Modules/_testmultiphase.cpython-312-x86_64-linux-gnu.so Modules/_testsinglephase.cpython-312-x86_64-linux-gnu.so Modules/_ctypes_test.cpython-312-x86_64-linux-gnu.so Modules/xxlimited.cpython-312-x86_64-linux-gnu.so Modules/xxlimited_35.cpython-312-x86_64-linux-gnu.so"
	SHELL = "/bin/sh -e"
	SHLIBS = "-ldl"
	SHLIB_SUFFIX = ".so"
	SIGNED_RIGHT_SHIFT_ZERO_FILLS = "0"
	SITEPATH = ""
	SIZEOF_DOUBLE = "8"
	SIZEOF_FLOAT = "4"
	SIZEOF_FPOS_T = "16"
	SIZEOF_INT = "4"
	SIZEOF_LONG = "8"
	SIZEOF_LONG_DOUBLE = "16"
	SIZEOF_LONG_LONG = "8"
	SIZEOF_OFF_T = "8"
	SIZEOF_PID_T = "4"
	SIZEOF_PTHREAD_KEY_T = "4"
	SIZEOF_PTHREAD_T = "8"
	SIZEOF_SHORT = "2"
	SIZEOF_SIZE_T = "8"
	SIZEOF_TIME_T = "8"
	SIZEOF_UINTPTR_T = "8"
	SIZEOF_VOID_P = "8"
	SIZEOF_WCHAR_T = "4"
	SIZEOF__BOOL = "1"
	SOABI = "cpython-312-x86_64-linux-gnu"
	SRCDIRS = "Modules   Modules/_blake2   Modules/_ctypes   Modules/_decimal   Modules/_decimal/libmpdec   Modules/_hacl   Modules/_io   Modules/_multiprocessing   Modules/_sqlite   Modules/_sre   Modules/_testcapi   Modules/_xxtestfuzz   Modules/cjkcodecs   Modules/expat   Objects   Parser   Programs   Python   Python/frozen_modules   Python/deepfreeze"
	SRC_GDB_HOOKS = "/builddir/build/BUILD/Python-3.12.6/Tools/gdb/libpython.py"
	STATIC_LIBPYTHON = "0"
	STDC_HEADERS = "1"
	STRICT_SYSV_CURSES = "/* Don't use ncurses extensions */"
	STRIPFLAG = "-s"
	SUBDIRS = ""
	SUBDIRSTOO = "Include Lib Misc"
	SYSLIBS = "-lm"
	SYS_SELECT_WITH_SYS_TIME = "1"
	TESTOPTS = ""
	TESTPATH = ""
	TESTPYTHON = "LD_LIBRARY_PATH=/builddir/build/BUILD/Python-3.12.6/build/optimized ./python -E"
	TESTPYTHONOPTS = ""
	TESTRUNNER = "LD_LIBRARY_PATH=/builddir/build/BUILD/Python-3.12.6/build/optimized ./python -E /builddir/build/BUILD/Python-3.12.6/Tools/scripts/run_tests.py"
	TESTSUBDIRS = "idlelib/idle_test \"
	TESTTIMEOUT = "1200"
	TEST_MODULES = "yes"
	THREAD_STACK_SIZE = "0"
	TIMEMODULE_LIB = "0"
	TM_IN_SYS_TIME = "0"
	TZPATH = "/usr/share/zoneinfo:/usr/lib/zoneinfo:/usr/share/lib/zoneinfo:/etc/zoneinfo"
	UNICODE_DEPS = "\"
	UNIVERSALSDK = ""
	UPDATE_FILE = "/builddir/build/BUILD/Python-3.12.6/Tools/build/update_file.py"
	USE_COMPUTED_GOTOS = "1"
	VERSION = "3.12"
	VPATH = "/builddir/build/BUILD/Python-3.12.6"
	WASM_ASSETS_DIR = "./usr"
	WASM_STDLIB = "./usr/lib/python3.12/os.py"
	WHEEL_PKG_DIR = "/usr/share/python-wheels"
	WINDOW_HAS_FLAGS = "0"
	WITH_DECIMAL_CONTEXTVAR = "1"
	WITH_DOC_STRINGS = "1"
	WITH_DTRACE = "1"
	WITH_DYLD = "0"
	WITH_EDITLINE = "0"
	WITH_FREELISTS = "1"
	WITH_LIBINTL = "0"
	WITH_NEXT_FRAMEWORK = "0"
	WITH_PYMALLOC = "1"
	WITH_VALGRIND = "1"
	X87_DOUBLE_ROUNDING = "0"
	XMLLIBSUBDIRS = "xml xml/dom xml/etree xml/parsers xml/sax"
	abiflags = ""
	abs_builddir = "/builddir/build/BUILD/Python-3.12.6/build/optimized"
	abs_srcdir = "/builddir/build/BUILD/Python-3.12.6"
	base = "/home/adityamayukhsom/machine-learning/Pointer_Generator_LLaMA/.venv"
	datarootdir = "/usr/share"
	exec_prefix = "/usr"
	installed_base = "/usr"
	installed_platbase = "/usr"
	platbase = "/home/adityamayukhsom/machine-learning/Pointer_Generator_LLaMA/.venv"
	platlibdir = "lib64"
	prefix = "/usr"
	projectbase = "/usr/bin"
	py_version = "3.12.6"
	py_version_nodot = "312"
	py_version_nodot_plat = ""
	py_version_short = "3.12"
	srcdir = "/usr/lib64/python3.12/config-3.12-x86_64-linux-gnu"
	userbase = "/home/adityamayukhsom/.local"

Example pyproject.toml

[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"

Poetry Runtime Logs

N/A

[dimbleby]

Please search for duplicates, please close