AMD Ryzen 9 3900X 12-Core testing with a MSI X570-A PRO (MS-7C37) v3.0 (H.70 BIOS) and NVIDIA GeForce RTX 3060 12GB on Ubuntu 23.10 via the Phoronix Test Suite.
Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: MSI X570-A PRO (MS-7C37) v3.0 (H.70 BIOS), Chipset: AMD Starship/Matisse, Memory: 2 x 16GB DDR4-3200MT/s F4-3200C16-16GVK, Disk: 2000GB Seagate ST2000DM006-2DM1 + 2000GB Western Digital WD20EZAZ-00G + 500GB Samsung SSD 860 + 8002GB Seagate ST8000DM004-2CX1 + 1000GB CT1000BX500SSD1 + 512GB TS512GESD310C, Graphics: NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA GA104 HD Audio, Monitor: DELL P2314H, Network: Realtek RTL8111/8168/8411
OS: Ubuntu 23.10, Kernel: 6.5.0-9-generic (x86_64), Display Server: X Server 1.21.1.7, Display Driver: NVIDIA, OpenCL: OpenCL 3.0 CUDA 12.2.146, Compiler: GCC 13.2.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701013
Python Notes: Python 3.11.6
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: MSI X570-A PRO (MS-7C37) v3.0 (H.70 BIOS), Chipset: AMD Starship/Matisse, Memory: 2 x 16GB DDR4-3200MT/s F4-3200C16-16GVK, Disk: 2000GB Seagate ST2000DM006-2DM1 + 2000GB Western Digital WD20EZAZ-00G + 500GB Samsung SSD 860 + 8002GB Seagate ST8000DM004-2CX1 + 1000GB CT1000BX500SSD1 + 512GB TS512GESD310C, Graphics: NVIDIA GeForce RTX 3060, Audio: NVIDIA GA104 HD Audio, Monitor: DELL P2314H, Network: Realtek RTL8111/8168/8411
OS: Ubuntu 23.10, Kernel: 6.5.0-9-generic (x86_64), Display Server: X Server 1.21.1.7, Compiler: GCC 13.2.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS=-fno-omit-frame-pointer QMAKE_CFLAGS=-fno-omit-frame-pointer CFLAGS=-fno-omit-frame-pointer CFLAGS_OVERRIDE=-fno-omit-frame-pointer QMAKE_CXXFLAGS=-fno-omit-frame-pointer FFLAGS=-fno-omit-frame-pointer
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-b9QCDx/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-b9QCDx/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701013
Python Notes: Python 3.11.6
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: MSI X570-A PRO (MS-7C37) v3.0 (H.70 BIOS), Chipset: AMD Starship/Matisse, Memory: 2 x 16GB DDR4-3200MT/s F4-3200C16-16GVK, Disk: 2000GB Seagate ST2000DM006-2DM1 + 2000GB Western Digital WD20EZAZ-00G + 500GB Samsung SSD 860 + 8002GB Seagate ST8000DM004-2CX1 + 1000GB CT1000BX500SSD1 + 512GB TS512GESD310C, Graphics: NVIDIA GeForce RTX 3060, Audio: NVIDIA GA104 HD Audio, Monitor: DELL P2314H + U32J59x, Network: Realtek RTL8111/8168/8211/8411
OS: Ubuntu 24.04, Kernel: 6.8.0-31-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2" QMAKE_CFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2" CFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2" CFLAGS_OVERRIDE="-fno-omit-frame-pointer -frecord-gcc-switches -O2" QMAKE_CXXFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2" FFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2"
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701013
Python Notes: Python 3.12.3
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected
This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.
This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.
This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.
PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.
Benchmark: 2to3
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: chaos
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: float
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: nbody
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: pathlib
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: raytrace
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: crypto_pyaes
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: regex_compile
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: django_template
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
Benchmark: pickle_pure_python
noble: The test quit with a non-zero exit status. E: ERROR: No benchmark was run
PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.
Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.
PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.
Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Device: GPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing
mantic-no-omit-framepointer: The test run did not produce a result.
noble: The test run did not produce a result.
Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.
Benchmark: Glmnet
mantic-no-omit-framepointer: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'glmnet'
noble: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'glmnet'
Benchmark: Plot Lasso Path
mantic-no-omit-framepointer: The test quit with a non-zero exit status. E: AttributeError: type object 'Axis' has no attribute '_set_ticklabels'. Did you mean: 'set_ticklabels'?
noble: The test quit with a non-zero exit status. E: AttributeError: type object 'Axis' has no attribute '_set_ticklabels'. Did you mean: 'set_ticklabels'?
Benchmark: Plot Fast KMeans
mantic-no-omit-framepointer: The test quit with a non-zero exit status. E: AttributeError: type object 'Axis' has no attribute '_set_ticklabels'. Did you mean: 'set_ticklabels'?
noble: The test quit with a non-zero exit status. E: AttributeError: type object 'Axis' has no attribute '_set_ticklabels'. Did you mean: 'set_ticklabels'?
Benchmark: Plot Parallel Pairwise
mantic-no-omit-framepointer: The test quit with a non-zero exit status. E: numpy.core._exceptions._ArrayMemoryError: Unable to allocate 74.5 GiB for an array with shape (100000, 100000) and data type float64
noble: The test quit with a non-zero exit status. E: numpy.core._exceptions._ArrayMemoryError: Unable to allocate 74.5 GiB for an array with shape (100000, 100000) and data type float64
Benchmark: Isotonic / Pathological
mantic-no-omit-framepointer: The test quit with a non-zero exit status.
noble: The test quit with a non-zero exit status.
Benchmark: RCV1 Logreg Convergencet
mantic-no-omit-framepointer: The test quit with a non-zero exit status. E: IndexError: list index out of range
noble: The test quit with a non-zero exit status. E: IndexError: list index out of range
Benchmark: Plot Singular Value Decomposition
mantic-no-omit-framepointer: The test quit with a non-zero exit status. E: AttributeError: type object 'Axis' has no attribute '_set_ticklabels'. Did you mean: 'set_ticklabels'?
noble: The test quit with a non-zero exit status. E: AttributeError: type object 'Axis' has no attribute '_set_ticklabels'. Did you mean: 'set_ticklabels'?
Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: MSI X570-A PRO (MS-7C37) v3.0 (H.70 BIOS), Chipset: AMD Starship/Matisse, Memory: 2 x 16GB DDR4-3200MT/s F4-3200C16-16GVK, Disk: 2000GB Seagate ST2000DM006-2DM1 + 2000GB Western Digital WD20EZAZ-00G + 500GB Samsung SSD 860 + 8002GB Seagate ST8000DM004-2CX1 + 1000GB CT1000BX500SSD1 + 512GB TS512GESD310C, Graphics: NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA GA104 HD Audio, Monitor: DELL P2314H, Network: Realtek RTL8111/8168/8411
OS: Ubuntu 23.10, Kernel: 6.5.0-9-generic (x86_64), Display Server: X Server 1.21.1.7, Display Driver: NVIDIA, OpenCL: OpenCL 3.0 CUDA 12.2.146, Compiler: GCC 13.2.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701013
Python Notes: Python 3.11.6
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 23 February 2024 06:44 by user ubuntu.
Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: MSI X570-A PRO (MS-7C37) v3.0 (H.70 BIOS), Chipset: AMD Starship/Matisse, Memory: 2 x 16GB DDR4-3200MT/s F4-3200C16-16GVK, Disk: 2000GB Seagate ST2000DM006-2DM1 + 2000GB Western Digital WD20EZAZ-00G + 500GB Samsung SSD 860 + 8002GB Seagate ST8000DM004-2CX1 + 1000GB CT1000BX500SSD1 + 512GB TS512GESD310C, Graphics: NVIDIA GeForce RTX 3060, Audio: NVIDIA GA104 HD Audio, Monitor: DELL P2314H, Network: Realtek RTL8111/8168/8411
OS: Ubuntu 23.10, Kernel: 6.5.0-9-generic (x86_64), Display Server: X Server 1.21.1.7, Compiler: GCC 13.2.0 + CUDA 12.2, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS=-fno-omit-frame-pointer QMAKE_CFLAGS=-fno-omit-frame-pointer CFLAGS=-fno-omit-frame-pointer CFLAGS_OVERRIDE=-fno-omit-frame-pointer QMAKE_CXXFLAGS=-fno-omit-frame-pointer FFLAGS=-fno-omit-frame-pointer
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-b9QCDx/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-b9QCDx/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701013
Python Notes: Python 3.11.6
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 24 February 2024 09:36 by user ubuntu.
Processor: AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads), Motherboard: MSI X570-A PRO (MS-7C37) v3.0 (H.70 BIOS), Chipset: AMD Starship/Matisse, Memory: 2 x 16GB DDR4-3200MT/s F4-3200C16-16GVK, Disk: 2000GB Seagate ST2000DM006-2DM1 + 2000GB Western Digital WD20EZAZ-00G + 500GB Samsung SSD 860 + 8002GB Seagate ST8000DM004-2CX1 + 1000GB CT1000BX500SSD1 + 512GB TS512GESD310C, Graphics: NVIDIA GeForce RTX 3060, Audio: NVIDIA GA104 HD Audio, Monitor: DELL P2314H + U32J59x, Network: Realtek RTL8111/8168/8211/8411
OS: Ubuntu 24.04, Kernel: 6.8.0-31-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2" QMAKE_CFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2" CFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2" CFLAGS_OVERRIDE="-fno-omit-frame-pointer -frecord-gcc-switches -O2" QMAKE_CXXFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2" FFLAGS="-fno-omit-frame-pointer -frecord-gcc-switches -O2"
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701013
Python Notes: Python 3.12.3
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 30 April 2024 00:19 by user ubuntu.