Description of the benchmark machine

Description of the machine on which benchmarks were run.

import subprocess

# traverse the info
Id = subprocess.check_output(['lshw']).decode('utf-8').split('\n')

for line in Id:
    print(line)

fv-az1019-431
    description: Computer
    width: 64 bits
    capabilities: smp vsyscall32
  *-core
       description: Motherboard
       physical id: 0
     *-memory
          description: System memory
          physical id: 0
          size: 16GiB
     *-cpu
          product: AMD EPYC 7763 64-Core Processor
          vendor: Advanced Micro Devices [AMD]
          physical id: 1
          bus info: cpu@0
          version: 25.1.1
          width: 64 bits
          capabilities: fpu fpu_exception wp vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp x86-64 constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy svm cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat npt nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload umip vaes vpclmulqdq rdpid fsrm
          configuration: microcode=4294967295
     *-pci
          description: Host bridge
          product: 440BX/ZX/DX - 82443BX/ZX/DX Host bridge (AGP disabled)
          vendor: Intel Corporation
          physical id: 100
          bus info: pci@0000:00:00.0
          version: 03
          width: 32 bits
          clock: 33MHz
        *-isa
             description: ISA bridge
             product: 82371AB/EB/MB PIIX4 ISA
             vendor: Intel Corporation
             physical id: 7
             bus info: pci@0000:00:07.0
             version: 01
             width: 32 bits
             clock: 33MHz
             capabilities: isa bus_master
             configuration: latency=0
           *-pnp00:00
                product: PnP device PNP0b00
                physical id: 0
                capabilities: pnp
                configuration: driver=rtc_cmos
           *-pnp00:01
                product: PnP device PNP0303
                physical id: 1
                capabilities: pnp
                configuration: driver=i8042 kbd
           *-pnp00:02
                product: PnP device PNP0f03
                physical id: 2
                capabilities: pnp
                configuration: driver=i8042 aux
           *-pnp00:03
                product: PnP device PNP0501
                physical id: 3
                capabilities: pnp
                configuration: driver=serial
           *-pnp00:04
                product: PnP device PNP0501
                physical id: 4
                capabilities: pnp
                configuration: driver=serial
           *-pnp00:05
                product: PnP device PNP0700
                physical id: 5
                capabilities: pnp
           *-pnp00:06
                product: PnP device PNP0c02
                physical id: 6
                capabilities: pnp
                configuration: driver=system
           *-pnp00:07
                product: PnP device PNP0c02
                physical id: 7
                capabilities: pnp
                configuration: driver=system
           *-pnp00:08
                product: PnP device PNP0c01
                physical id: 8
                capabilities: pnp
                configuration: driver=system
        *-ide
             description: IDE interface
             product: 82371AB/EB/MB PIIX4 IDE
             vendor: Intel Corporation
             physical id: 7.1
             bus info: pci@0000:00:07.1
             version: 01
             width: 32 bits
             clock: 33MHz
             capabilities: ide isa_compat_mode bus_master
             configuration: driver=ata_piix latency=0
             resources: irq:0 ioport:1f0(size=8) ioport:3f6 ioport:170(size=8) ioport:376 ioport:ffa0(size=16)
        *-bridge UNCLAIMED
             description: Bridge
             product: 82371AB/EB/MB PIIX4 ACPI
             vendor: Intel Corporation
             physical id: 7.3
             bus info: pci@0000:00:07.3
             version: 02
             width: 32 bits
             clock: 33MHz
             capabilities: bridge
             configuration: latency=0
        *-display
             description: VGA compatible controller
             product: Hyper-V virtual VGA
             vendor: Microsoft Corporation
             physical id: 8
             bus info: pci@0000:00:08.0
             version: 00
             width: 32 bits
             clock: 33MHz
             capabilities: vga_controller bus_master rom
             configuration: driver=hyperv_drm latency=0
             resources: irq:11 memory:f8000000-fbffffff memory:c0000-dffff
  *-graphics
       product: hyperv_drmdrmfb
       physical id: 1
       logical name: /dev/fb0
       capabilities: fb
       configuration: depth=32 resolution=1024,768
  *-input:0
       product: Power Button
       physical id: 2
       logical name: input0
       logical name: /dev/input/event0
       capabilities: platform
  *-input:1
       product: AT Translated Set 2 keyboard
       physical id: 3
       logical name: input1
       logical name: /dev/input/event1
       capabilities: i8042
  *-input:2
       product: Microsoft Vmbus HID-compliant Mouse
       physical id: 4
       logical name: input3
       logical name: /dev/input/event2
       logical name: /dev/input/js0
       logical name: /dev/input/mouse0
       capabilities: virtual
  *-input:3
       product: AT Translated Set 2 keyboard
       physical id: 5
       logical name: input4
       logical name: /dev/input/event3
       capabilities: i8042
  *-network
       description: Ethernet interface
       physical id: 6
       logical name: eth0
       serial: 00:22:48:06:b4:5c
       capabilities: ethernet physical
       configuration: autonegotiation=off broadcast=yes driver=hv_netvsc driverversion=6.2.0-1018-azure duplex=full firmware=N/A ip=10.1.0.36 link=yes multicast=yes

Numpy config informations

import numpy as np
np.show_config()

Build Dependencies:
  blas:
    detection method: pkgconfig
    found: true
    include directory: /usr/local/include
    lib directory: /usr/local/lib
    name: openblas64
    openblas configuration: USE_64BITINT=1 DYNAMIC_ARCH=1 DYNAMIC_OLDER= NO_CBLAS=
      NO_LAPACK= NO_LAPACKE= NO_AFFINITY=1 USE_OPENMP= HASWELL MAX_THREADS=2
    pc file directory: /usr/local/lib/pkgconfig
    version: 0.3.23.dev
  lapack:
    detection method: internal
    found: true
    include directory: unknown
    lib directory: unknown
    name: dep139755841617168
    openblas configuration: unknown
    pc file directory: unknown
    version: 1.26.2
Compilers:
  c:
    commands: cc
    linker: ld.bfd
    name: gcc
    version: 10.2.1
  c++:
    commands: c++
    linker: ld.bfd
    name: gcc
    version: 10.2.1
  cython:
    commands: cython
    linker: cython
    name: cython
    version: 3.0.5
Machine Information:
  build:
    cpu: x86_64
    endian: little
    family: x86_64
    system: linux
  host:
    cpu: x86_64
    endian: little
    family: x86_64
    system: linux
Python Information:
  path: /opt/python/cp311-cp311/bin/python
  version: '3.11'
SIMD Extensions:
  baseline:
  - SSE
  - SSE2
  - SSE3
  found:
  - SSSE3
  - SSE41
  - POPCNT
  - SSE42
  - AVX
  - F16C
  - FMA3
  - AVX2
  not found:
  - AVX512F
  - AVX512CD
  - AVX512_KNL
  - AVX512_KNM
  - AVX512_SKX
  - AVX512_CLX
  - AVX512_CNL
  - AVX512_ICL

Scipy config informations

import scipy
scipy.show_config()

Build Dependencies:
  blas:
    detection method: pkgconfig
    found: true
    include directory: /usr/local/include
    lib directory: /usr/local/lib
    name: openblas
    openblas configuration: USE_64BITINT= DYNAMIC_ARCH=1 DYNAMIC_OLDER= NO_CBLAS=
      NO_LAPACK= NO_LAPACKE= NO_AFFINITY=1 USE_OPENMP= HASWELL MAX_THREADS=2
    pc file directory: /usr/local/lib/pkgconfig
    version: 0.3.21.dev
  lapack:
    detection method: pkgconfig
    found: true
    include directory: /usr/local/include
    lib directory: /usr/local/lib
    name: openblas
    openblas configuration: USE_64BITINT= DYNAMIC_ARCH=1 DYNAMIC_OLDER= NO_CBLAS=
      NO_LAPACK= NO_LAPACKE= NO_AFFINITY=1 USE_OPENMP= HASWELL MAX_THREADS=2
    pc file directory: /usr/local/lib/pkgconfig
    version: 0.3.21.dev
  pybind11:
    detection method: config-tool
    include directory: unknown
    name: pybind11
    version: 2.11.0
Compilers:
  c:
    commands: cc
    linker: ld.bfd
    name: gcc
    version: 10.2.1
  c++:
    commands: c++
    linker: ld.bfd
    name: gcc
    version: 10.2.1
  cython:
    commands: cython
    linker: cython
    name: cython
    version: 0.29.36
  fortran:
    commands: gfortran
    linker: ld.bfd
    name: gcc
    version: 10.2.1
  pythran:
    include directory: ../../tmp/pip-build-env-lzd6dam0/overlay/lib/python3.11/site-packages/pythran
    version: 0.14.0
Machine Information:
  build:
    cpu: x86_64
    endian: little
    family: x86_64
    system: linux
  cross-compiled: true
  host:
    cpu: x86_64
    endian: little
    family: x86_64
    system: linux
Python Information:
  path: /opt/python/cp311-cp311/bin/python
  version: '3.11'