RNG generators make python abort in python3.11 and tf2.12.1 onwards

[WenjieZ]

Solution to issue cannot be found in the documentation.

• [X] I checked the documentation.

Issue

Unable to make random number generators. This happens with conda-forge (python 3.11.3 + tensorflow 2.12.1 and onwards). It works fine with pip (python 3.11.3 + tensorflow 2.12.0 and onwards)

Standalone code to reproduce the issue

import tensorflow as tf
g = tf.random.Generator.from_seed(1)
g.normal(shape=[3])

Relevant log output

Assertion failed: (f == nullptr || dynamic_cast<To>(f) != nullptr), function down_cast, file ./tensorflow/tsl/platform/default/casts.h, line 58.
[1]    18173 abort      python

Installed packages

absl-py                        1.4.0         pyhd8ed1ab_0             conda-forge
  aiohttp                        3.9.1         py311he705e18_0          conda-forge
  aiosignal                      1.3.1         pyhd8ed1ab_0             conda-forge
  anyio                          4.1.0         pyhd8ed1ab_0             conda-forge
  appnope                        0.1.3         pyhd8ed1ab_0             conda-forge
  argon2-cffi                    23.1.0        pyhd8ed1ab_0             conda-forge
  argon2-cffi-bindings           21.2.0        py311h2725bcf_4          conda-forge
  arrow                          1.3.0         pyhd8ed1ab_0             conda-forge
  asttokens                      2.4.1         pyhd8ed1ab_0             conda-forge
  astunparse                     1.6.3         pyhd8ed1ab_0             conda-forge
  async-lru                      2.0.4         pyhd8ed1ab_0             conda-forge
  attrs                          23.1.0        pyh71513ae_1             conda-forge
  babel                          2.13.1        pyhd8ed1ab_0             conda-forge
  beautifulsoup4                 4.12.2        pyha770c72_0             conda-forge
  blas                           2.120         mkl                      conda-forge
  blas-devel                     3.9.0         20_osx64_mkl             conda-forge
  bleach                         6.1.0         pyhd8ed1ab_0             conda-forge
  blinker                        1.7.0         pyhd8ed1ab_0             conda-forge
  brotli                         1.1.0         h0dc2134_1               conda-forge
  brotli-bin                     1.1.0         h0dc2134_1               conda-forge
  brotli-python                  1.1.0         py311hdf8f085_1          conda-forge
  bzip2                          1.0.8         h10d778d_5               conda-forge
  c-ares                         1.22.1        h10d778d_0               conda-forge
  ca-certificates                2023.11.17    h8857fd0_0               conda-forge
  cached-property                1.5.2         hd8ed1ab_1               conda-forge
  cached_property                1.5.2         pyha770c72_1             conda-forge
  cachetools                     5.3.2         pyhd8ed1ab_0             conda-forge
  certifi                        2023.11.17    pyhd8ed1ab_0             conda-forge
  cffi                           1.16.0        py311hc0b63fd_0          conda-forge
  charset-normalizer             3.3.2         pyhd8ed1ab_0             conda-forge
  click                          8.1.7         unix_pyh707e725_0        conda-forge
  cloudpickle                    3.0.0         pyhd8ed1ab_0             conda-forge
  colorama                       0.4.6         pyhd8ed1ab_0             conda-forge
  comm                           0.1.4         pyhd8ed1ab_0             conda-forge
  contourpy                      1.2.0         py311h7bea37d_0          conda-forge
  cryptography                   41.0.7        py311hd51016d_0          conda-forge
  cycler                         0.12.1        pyhd8ed1ab_0             conda-forge
  debugpy                        1.8.0         py311hdf8f085_1          conda-forge
  decorator                      5.1.1         pyhd8ed1ab_0             conda-forge
  defusedxml                     0.7.1         pyhd8ed1ab_0             conda-forge
  dill                           0.3.7         pyhd8ed1ab_0             conda-forge
  dm-tree                        0.1.8         py311h700567c_0          conda-forge
  entrypoints                    0.4           pyhd8ed1ab_0             conda-forge
  etils                          1.5.1         pyhd8ed1ab_1             conda-forge
  exceptiongroup                 1.2.0         pyhd8ed1ab_0             conda-forge
  executing                      2.0.1         pyhd8ed1ab_0             conda-forge
  ffmpeg                         4.3           h0a44026_0               pytorch    
  filelock                       3.13.1        pyhd8ed1ab_0             conda-forge
  flatbuffers                    23.5.26       he965462_1               conda-forge
  fonttools                      4.45.1        py311he705e18_0          conda-forge
  fqdn                           1.5.1         pyhd8ed1ab_0             conda-forge
  freetype                       2.12.1        h60636b9_2               conda-forge
  frozenlist                     1.4.0         py311h2725bcf_1          conda-forge
  gast                           0.5.4         pyhd8ed1ab_0             conda-forge
  gettext                        0.21.1        h8a4c099_0               conda-forge
  giflib                         5.2.1         hb7f2c08_3               conda-forge
  gmp                            6.3.0         h93d8f39_0               conda-forge
  gmpy2                          2.1.2         py311hc5b4402_1          conda-forge
  gnutls                         3.6.13        h756fd2b_1               conda-forge
  google-auth                    2.23.4        pyhca7485f_0             conda-forge
  google-auth-oauthlib           1.0.0         pyhd8ed1ab_1             conda-forge
  google-pasta                   0.2.0         pyh8c360ce_0             conda-forge
  googleapis-common-protos       1.61.0        pyhd8ed1ab_0             conda-forge
  grpcio                         1.54.3        py311ha1af104_0          conda-forge
  h5py                           3.10.0        nompi_py311he02c01d_100  conda-forge
  hdf5                           1.14.2        nompi_hedada53_100       conda-forge
  icu                            73.2          hf5e326d_0               conda-forge
  idna                           3.6           pyhd8ed1ab_0             conda-forge
  importlib-metadata             6.8.0         pyha770c72_0             conda-forge
  importlib_metadata             6.8.0         hd8ed1ab_0               conda-forge
  importlib_resources            6.1.1         pyhd8ed1ab_0             conda-forge
  iniconfig                      2.0.0         pyhd8ed1ab_0             conda-forge
  ipykernel                      6.26.0        pyh3cd1d5f_0             conda-forge
  ipython                        8.18.1        pyh31011fe_1             conda-forge
  isoduration                    20.11.0       pyhd8ed1ab_0             conda-forge
  jax                            0.4.19        pyhd8ed1ab_0             conda-forge
  jaxlib                         0.4.14        cpu_py311hd8ff182_1      conda-forge
  jedi                           0.19.1        pyhd8ed1ab_0             conda-forge
  jinja2                         3.1.2         pyhd8ed1ab_1             conda-forge
  joblib                         1.3.2         pyhd8ed1ab_0             conda-forge
  json5                          0.9.14        pyhd8ed1ab_0             conda-forge
  jsonpointer                    2.4           py311h6eed73b_3          conda-forge
  jsonschema                     4.20.0        pyhd8ed1ab_0             conda-forge
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  jupyter_events                 0.9.0         pyhd8ed1ab_0             conda-forge
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  jupyterlab_pygments            0.3.0         pyhd8ed1ab_0             conda-forge
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  krb5                           1.21.2        hb884880_0               conda-forge
  kt-legacy                      1.0.5         pyhd8ed1ab_0             conda-forge
  lame                           3.100         hb7f2c08_1003            conda-forge
  lcms2                          2.15          hd6ba6f3_3               conda-forge
  lerc                           4.0.0         hb486fe8_0               conda-forge
  libabseil                      20230125.3    cxx17_h000cb23_0         conda-forge
  libaec                         1.1.2         he965462_1               conda-forge
  libblas                        3.9.0         20_osx64_mkl             conda-forge
  libbrotlicommon                1.1.0         h0dc2134_1               conda-forge
  libbrotlidec                   1.1.0         h0dc2134_1               conda-forge
  libbrotlienc                   1.1.0         h0dc2134_1               conda-forge
  libcblas                       3.9.0         20_osx64_mkl             conda-forge
  libcurl                        8.4.0         h726d00d_0               conda-forge
  libcxx                         16.0.6        hd57cbcb_0               conda-forge
  libdeflate                     1.19          ha4e1b8e_0               conda-forge
  libedit                        3.1.20191231  hed1e85f_2               conda-forge
  libev                          4.33          haf1e3a3_1               conda-forge
  libexpat                       2.5.0         hf0c8a7f_1               conda-forge
  libffi                         3.4.2         h0d85af4_5               conda-forge
  libgfortran                    5.0.0         13_2_0_h97931a8_1        conda-forge
  libgfortran5                   13.2.0        h2873a65_1               conda-forge
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  libiconv                       1.17          hac89ed1_0               conda-forge
  libjpeg-turbo                  3.0.0         h0dc2134_1               conda-forge
  liblapack                      3.9.0         20_osx64_mkl             conda-forge
  liblapacke                     3.9.0         20_osx64_mkl             conda-forge
  libnghttp2                     1.58.0        h64cf6d3_0               conda-forge
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  libprotobuf                    3.21.12       h7d26f99_2               conda-forge
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  libtiff                        4.6.0         h684deea_2               conda-forge
  libwebp-base                   1.3.2         h0dc2134_0               conda-forge
  libxcb                         1.15          hb7f2c08_0               conda-forge
  libzlib                        1.2.13        h8a1eda9_5               conda-forge
  llvm-openmp                    17.0.5        hb6ac08f_0               conda-forge
  markdown                       3.5.1         pyhd8ed1ab_0             conda-forge
  markdown-it-py                 3.0.0         pyhd8ed1ab_0             conda-forge
  markupsafe                     2.1.3         py311h2725bcf_1          conda-forge
  matplotlib                     3.8.2         py311h6eed73b_0          conda-forge
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  matplotlib-inline              0.1.6         pyhd8ed1ab_0             conda-forge
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  mkl                            2023.2.0      h54c2260_50500           conda-forge
  mkl-devel                      2023.2.0      h694c41f_50500           conda-forge
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  ml_dtypes                      0.2.0         py311hab14417_2          conda-forge
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  mpmath                         1.3.0         pyhd8ed1ab_0             conda-forge
  multidict                      6.0.4         py311h5547dcb_1          conda-forge
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  nbclient                       0.8.0         pyhd8ed1ab_0             conda-forge
  nbconvert-core                 7.11.0        pyhd8ed1ab_0             conda-forge
  nbformat                       5.9.2         pyhd8ed1ab_0             conda-forge
  ncurses                        6.4           h93d8f39_2               conda-forge
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  nettle                         3.6           hedd7734_0               conda-forge
  networkx                       3.2.1         pyhd8ed1ab_0             conda-forge
  notebook-shim                  0.2.3         pyhd8ed1ab_0             conda-forge
  numpy                          1.26.2        py311h93c810c_0          conda-forge
  oauthlib                       3.2.2         pyhd8ed1ab_0             conda-forge
  openh264                       2.1.1         hfd3ada9_0               conda-forge
  openjpeg                       2.5.0         ha4da562_3               conda-forge
  openssl                        3.2.0         hd75f5a5_1               conda-forge
  opt-einsum                     3.3.0         hd8ed1ab_2               conda-forge
  opt_einsum                     3.3.0         pyhc1e730c_2             conda-forge
  overrides                      7.4.0         pyhd8ed1ab_0             conda-forge
  packaging                      23.2          pyhd8ed1ab_0             conda-forge
  pandas                         2.1.3         py311h1eadf79_0          conda-forge
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  parso                          0.8.3         pyhd8ed1ab_0             conda-forge
  pexpect                        4.8.0         pyh9f0ad1d_2             conda-forge
  pickleshare                    0.7.5         py_1003                  conda-forge
  pillow                         10.1.0        py311hea5c87a_0          conda-forge
  pip                            23.3.1        pyhd8ed1ab_0             conda-forge
  pkgutil-resolve-name           1.3.10        pyhd8ed1ab_1             conda-forge
  platformdirs                   4.0.0         pyhd8ed1ab_0             conda-forge
  plotly                         5.18.0        pyhd8ed1ab_0             conda-forge
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  promise                        2.3           py311h6eed73b_8          conda-forge
  prompt-toolkit                 3.0.41        pyha770c72_0             conda-forge
  protobuf                       4.21.12       py311h814d153_0          conda-forge
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  pure_eval                      0.2.2         pyhd8ed1ab_0             conda-forge
  pyasn1                         0.5.0         pyhd8ed1ab_0             conda-forge
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  pycparser                      2.21          pyhd8ed1ab_0             conda-forge
  pygments                       2.17.2        pyhd8ed1ab_0             conda-forge
  pyjwt                          2.8.0         pyhd8ed1ab_0             conda-forge
  pyobjc-core                    10.0          py311hf110eff_0          conda-forge
  pyobjc-framework-cocoa         10.0          py311hf110eff_1          conda-forge
  pyopenssl                      23.3.0        pyhd8ed1ab_0             conda-forge
  pyparsing                      3.1.1         pyhd8ed1ab_0             conda-forge
  pysocks                        1.7.1         pyha2e5f31_6             conda-forge
  pytest                         7.4.3         pyhd8ed1ab_0             conda-forge
  python                         3.11.6        h30d4d87_0_cpython       conda-forge
  python-dateutil                2.8.2         pyhd8ed1ab_0             conda-forge
  python-fastjsonschema          2.19.0        pyhd8ed1ab_0             conda-forge
  python-flatbuffers             23.5.26       pyhd8ed1ab_0             conda-forge
  python-json-logger             2.0.7         pyhd8ed1ab_0             conda-forge
  python-tzdata                  2023.3        pyhd8ed1ab_0             conda-forge
  python_abi                     3.11          4_cp311                  conda-forge
  pytorch                        2.1.1         py3.11_0                 pytorch    
  pytz                           2023.3.post1  pyhd8ed1ab_0             conda-forge
  pyu2f                          0.1.5         pyhd8ed1ab_0             conda-forge
  pyyaml                         6.0.1         py311h2725bcf_1          conda-forge
  pyzmq                          25.1.1        py311he3804a1_2          conda-forge
  re2                            2023.03.02    h096449b_0               conda-forge
  readline                       8.2           h9e318b2_1               conda-forge
  referencing                    0.31.0        pyhd8ed1ab_0             conda-forge
  requests                       2.31.0        pyhd8ed1ab_0             conda-forge
  requests-oauthlib              1.3.1         pyhd8ed1ab_0             conda-forge
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  rich                           13.7.0        pyhd8ed1ab_0             conda-forge
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  rsa                            4.9           pyhd8ed1ab_0             conda-forge
  scikit-learn                   1.3.2         py311h66081b9_1          conda-forge
  scipy                          1.11.4        py311he0bea55_0          conda-forge
  send2trash                     1.8.2         pyhd1c38e8_0             conda-forge
  setuptools                     68.2.2        pyhd8ed1ab_0             conda-forge
  six                            1.16.0        pyh6c4a22f_0             conda-forge
  snappy                         1.1.10        h225ccf5_0               conda-forge
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  sympy                          1.12          pypyh9d50eac_103         conda-forge
  tbb                            2021.10.0     h1c7c39f_2               conda-forge
  tenacity                       8.2.3         pyhd8ed1ab_0             conda-forge
  tensorboard                    2.14.1        pyhd8ed1ab_0             conda-forge
  tensorboard-data-server        0.7.0         py311h892b619_1          conda-forge
  tensorflow                     2.14.0        cpu_py311hfac9faf_0      conda-forge
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  tensorflow-datasets            4.8.3         pyhd8ed1ab_0             conda-forge
  tensorflow-estimator           2.14.0        cpu_py311h9be46c4_0      conda-forge
  tensorflow-metadata            1.13.1        pyhd8ed1ab_0             conda-forge
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  termcolor                      2.3.0         pyhd8ed1ab_0             conda-forge
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  threadpoolctl                  3.2.0         pyha21a80b_0             conda-forge
  tinycss2                       1.2.1         pyhd8ed1ab_0             conda-forge
  tk                             8.6.13        h1abcd95_1               conda-forge
  toml                           0.10.2        pyhd8ed1ab_0             conda-forge
  tomli                          2.0.1         pyhd8ed1ab_0             conda-forge
  torchaudio                     2.1.1         py311_cpu                pytorch    
  torchvision                    0.16.1        py311_cpu                pytorch    
  tornado                        6.3.3         py311h2725bcf_1          conda-forge
  tqdm                           4.66.1        pyhd8ed1ab_0             conda-forge
  traitlets                      5.14.0        pyhd8ed1ab_0             conda-forge
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  tzdata                         2023c         h71feb2d_0               conda-forge
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  urllib3                        2.1.0         pyhd8ed1ab_0             conda-forge
  wcwidth                        0.2.12        pyhd8ed1ab_0             conda-forge
  webcolors                      1.13          pyhd8ed1ab_0             conda-forge
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  zlib                           1.2.13        h8a1eda9_5               conda-forge
  zstd                           1.5.5         h829000d_0               conda-forge

Environment info

environment : new (active)
           env location : /Users/zheng/micromamba/envs/new
      user config files : /Users/zheng/.mambarc
 populated config files : /Users/zheng/.condarc
       libmamba version : 1.4.5
     micromamba version : 1.4.5
           curl version : libcurl/8.1.2 (SecureTransport) LibreSSL/3.3.6 zlib/1.2.11 nghttp2/1.51.0
     libarchive version : libarchive 3.5.3 zlib/1.2.11 liblzma/5.0.5 bz2lib/1.0.8
       virtual packages : __unix=0=0
                          __osx=13.6.1=0
                          __archspec=1=x86_64
               channels : https://conda.anaconda.org/conda-forge/osx-64
                          https://conda.anaconda.org/conda-forge/noarch
                          https://repo.anaconda.com/pkgs/main/osx-64
                          https://repo.anaconda.com/pkgs/main/noarch
                          https://repo.anaconda.com/pkgs/r/osx-64
                          https://repo.anaconda.com/pkgs/r/noarch
       base environment : /Users/zheng/micromamba
               platform : osx-64