python-test-1
2 x AMD EPYC 7502 32-Core testing with a GIGABYTE MZ62-HD4-00 v01000100 (R18 BIOS) and ASPEED on Rocky Linux 8.5 via the Phoronix Test Suite.
2nd attempt at running the python benchmark
Processor: 2 x AMD EPYC 7502 32-Core @ 2.50GHz (64 Cores / 128 Threads), Motherboard: GIGABYTE MZ62-HD4-00 v01000100 (R18 BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 64 GB DDR4-3200MT/s 36ASF8G72PZ-3G2B2, Disk: 1000GB INTEL SSDPE2KX010T8 + 3841GB Micron_7300_MTFDHBE3T8TDF + 480GB INTEL SSDSC2KB48 + 1920GB Micron_5210_MTFD, Graphics: ASPEED, Network: 2 x Intel I350
OS: Rocky Linux 8.5, Kernel: 4.18.0-348.2.1.el8_5.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1024x768
Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0x830104d
Python Notes: Python 3.6.8
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Numpy Benchmark
This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.
Cython Benchmark
Cython provides a superset of Python that is geared to deliver C-like levels of performance. This test profile makes use of Cython's bundled benchmark tests and runs an N-Queens sample test as a simple benchmark to the system's Cython performance. Learn more via the OpenBenchmarking.org test page.
PyBench
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
PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.
Numenta Anomaly Benchmark
Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.
Mlpack Benchmark
Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.
Benchmark: scikit_ica
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'
Benchmark: scikit_qda
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'
Benchmark: scikit_svm
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'
Benchmark: scikit_linearridgeregression
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'
PyHPC Benchmarks
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
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'click'
Scikit-Learn
Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.
2nd attempt at running the python benchmark: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'sklearn'
2nd attempt at running the python benchmark
Processor: 2 x AMD EPYC 7502 32-Core @ 2.50GHz (64 Cores / 128 Threads), Motherboard: GIGABYTE MZ62-HD4-00 v01000100 (R18 BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 64 GB DDR4-3200MT/s 36ASF8G72PZ-3G2B2, Disk: 1000GB INTEL SSDPE2KX010T8 + 3841GB Micron_7300_MTFDHBE3T8TDF + 480GB INTEL SSDSC2KB48 + 1920GB Micron_5210_MTFD, Graphics: ASPEED, Network: 2 x Intel I350
OS: Rocky Linux 8.5, Kernel: 4.18.0-348.2.1.el8_5.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1024x768
Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0x830104d
Python Notes: Python 3.6.8
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 12 July 2022 10:43 by user root.