Software version - Neural networks and applications

import matplotlib
import numpy
import pandas
import pysr
import torch
import torchviz
import tqdm

Detected IPython. Loading juliacall extension. See https://juliapy.github.io/PythonCall.jl/stable/compat/#IPython

print(f"Matplotlib version: {matplotlib.__version__}")

Matplotlib version: 3.10.8

numpy.show_config()

Build Dependencies:
  blas:
    detection method: pkgconfig
    found: true
    include directory: /opt/intel/oneapi/mkl/latest/include
    lib directory: /opt/intel/oneapi/mkl/latest/lib
    name: mkl-dynamic-lp64-seq
    openblas configuration: unknown
    pc file directory: /opt/intel/oneapi/mkl/2025.0/lib/pkgconfig
    version: 2025.0.1
  lapack:
    detection method: pkgconfig
    found: true
    include directory: /opt/intel/oneapi/mkl/latest/include
    lib directory: /opt/intel/oneapi/mkl/latest/lib
    name: mkl-dynamic-lp64-seq
    openblas configuration: unknown
    pc file directory: /opt/intel/oneapi/mkl/2025.0/lib/pkgconfig
    version: 2025.0.1
Compilers:
  c:
    args: -march=x86-64, -mtune=generic, -O2, -pipe, -fno-plt, -fexceptions, -Wp,-D_FORTIFY_SOURCE=3,
      -Wformat, -Werror=format-security, -fstack-clash-protection, -fcf-protection,
      -fno-omit-frame-pointer, -mno-omit-leaf-frame-pointer, -flto=auto
    commands: cc
    linker: ld.bfd
    linker args: -Wl,-O1, -Wl,--sort-common, -Wl,--as-needed, -Wl,-z,relro, -Wl,-z,now,
      -Wl,-z,pack-relative-relocs, -flto=auto, -march=x86-64, -mtune=generic, -O2,
      -pipe, -fno-plt, -fexceptions, -Wp,-D_FORTIFY_SOURCE=3, -Wformat, -Werror=format-security,
      -fstack-clash-protection, -fcf-protection, -fno-omit-frame-pointer, -mno-omit-leaf-frame-pointer,
      -flto=auto
    name: gcc
    version: 15.2.1
  c++:
    args: -march=x86-64, -mtune=generic, -O2, -pipe, -fno-plt, -fexceptions, -Wp,-D_FORTIFY_SOURCE=3,
      -Wformat, -Werror=format-security, -fstack-clash-protection, -fcf-protection,
      -fno-omit-frame-pointer, -mno-omit-leaf-frame-pointer, -Wp,-D_GLIBCXX_ASSERTIONS,
      -flto=auto
    commands: c++
    linker: ld.bfd
    linker args: -Wl,-O1, -Wl,--sort-common, -Wl,--as-needed, -Wl,-z,relro, -Wl,-z,now,
      -Wl,-z,pack-relative-relocs, -flto=auto, -march=x86-64, -mtune=generic, -O2,
      -pipe, -fno-plt, -fexceptions, -Wp,-D_FORTIFY_SOURCE=3, -Wformat, -Werror=format-security,
      -fstack-clash-protection, -fcf-protection, -fno-omit-frame-pointer, -mno-omit-leaf-frame-pointer,
      -Wp,-D_GLIBCXX_ASSERTIONS, -flto=auto
    name: gcc
    version: 15.2.1
  cython:
    commands: cython
    linker: cython
    name: cython
    version: 3.2.3
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: /usr/bin/python
  version: '3.13'
SIMD Extensions:
  baseline:
  - X86_V2
  found:
  - X86_V3
  not found:
  - X86_V4
  - AVX512_ICL
  - AVX512_SPR

print(f"Pandas version: {pandas.__version__}")

Pandas version: 2.3.1

print(f"PySR version {pysr.__version__}")

PySR version 1.5.9

print(torch.__config__.show())

PyTorch built with:
  - GCC 15.2
  - C++ Version: 201703
  - Intel(R) oneAPI Math Kernel Library Version 2025.0.1-Product Build 20241031 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - LAPACK is enabled (usually provided by MKL)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=d38164a545b4a4e4e0cf73ce67173f70574890b6, CXX_COMPILER=/usr/bin/g++, CXX_FLAGS=-march=x86-64 -mtune=generic -O2 -pipe -fno-plt -fexceptions         -Wp,-D_FORTIFY_SOURCE=3 -Wformat -Werror=format-security         -fstack-clash-protection -fcf-protection         -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer -Wp,-D_GLIBCXX_ASSERTIONS -Wno-error=maybe-uninitialized -Wno-error=maybe-uninitialized -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOCUPTI -DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_VULKAN -DUSE_VULKAN_API -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -DC10_NODEPRECATED -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=range-loop-construct -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -faligned-new -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-dangling-reference -Wno-error=dangling-reference -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.9.1, USE_CUDA=0, USE_CUDNN=OFF, USE_CUSPARSELT=OFF, USE_GFLAGS=ON, USE_GLOG=ON, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=OFF, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=0, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF,

print(torchviz.__name__)  # https://stackoverflow.com/a/62458882

torchviz

print(f"tqdm version: {tqdm.__version__}")

tqdm version: 4.67.1