prompt: We are currently solving the following issue within our repository. Here is the issue text:
  --- BEGIN ISSUE ---
  Flax actually requires jax 0.3.2
  https://github.com/google/flax/blob/ef6bf4054c30271a58bfabb58f3d0049ef5d851a/flax/linen/initializers.py#L19
  
  the constant initialiser was added in this commit https://github.com/google/jax/commit/86e8928e709ac07cc51c10e815db6284507c320e that was first included in jax 0.3.2
  
  This came up in NetKet's automated oldest-version-dependencies testing.
  
  --- END ISSUE ---
  
  Below are some code segments, each from a relevant file. One or more of these files may contain bugs.
  --- BEGIN FILES ---
  Path: `setup.py`
  Content:
  ```
  1 # Copyright 2022 The Flax Authors.
  2 #
  3 # Licensed under the Apache License, Version 2.0 (the "License");
  4 # you may not use this file except in compliance with the License.
  5 # You may obtain a copy of the License at
  6 #
  7 #     http://www.apache.org/licenses/LICENSE-2.0
  8 #
  9 # Unless required by applicable law or agreed to in writing, software
  10 # distributed under the License is distributed on an "AS IS" BASIS,
  11 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12 # See the License for the specific language governing permissions and
  13 # limitations under the License.
  14 
  15 """setup.py for Flax."""
  16 
  17 import os
  18 from setuptools import find_packages
  19 from setuptools import setup
  20 
  21 here = os.path.abspath(os.path.dirname(__file__))
  22 try:
  23   README = open(os.path.join(here, "README.md"), encoding="utf-8").read()
  24 except IOError:
  25   README = ""
  26 
  27 install_requires = [
  28     "numpy>=1.12",
  29     "jax>=0.3",
  30     "matplotlib",  # only needed for tensorboard export
  31     "msgpack",
  32     "optax",
  33     "rich~=11.1.0", 
  34     "typing_extensions>=4.1.1",
  35 ]
  36 
  37 tests_require = [
  38     "atari-py==0.2.5",  # Last version does not have the ROMs we test on pre-packaged
  39     "clu",  # All examples.
  40     "gym==0.18.3",
  41     "jaxlib",
  42     "jraph",
  43     "ml-collections",
  44     "opencv-python",
  45     "pytest",
  46     "pytest-cov",
  47     "pytest-xdist==1.34.0",  # upgrading to 2.0 broke tests, need to investigate
  48     "pytype",
  49     "sentencepiece",  # WMT example.
  50     "svn",
  51     "tensorflow_text>=2.4.0",  # WMT example.
  52     "tensorflow_datasets",
  53     "tensorflow",
  54     "torch",
  55     "pandas", # get_repo_metrics script
  56 ]
  57 
  58 __version__ = None
  59 
  60 with open("flax/version.py") as f:
  61   exec(f.read(), globals())
  62 
  63 setup(
  64     name="flax",
  65     version=__version__,
  66     description="Flax: A neural network library for JAX designed for flexibility",
  67     long_description="\n\n".join([README]),
  68     long_description_content_type="text/markdown",
  69     classifiers=[
  70         "Development Status :: 3 - Alpha",
  71         "Intended Audience :: Developers",
  72         "Intended Audience :: Science/Research",
  73         "License :: OSI Approved :: Apache Software License",
  74         "Programming Language :: Python :: 3.7",
  75         "Topic :: Scientific/Engineering :: Artificial Intelligence",
  76         ],
  77     keywords="",
  78     author="Flax team",
  79     author_email="flax-dev@google.com",
  80     url="https://github.com/google/flax",
  81     packages=find_packages(),
  82     package_data={"flax": ["py.typed"]},
  83     zip_safe=False,
  84     install_requires=install_requires,
  85     extras_require={
  86         "testing": tests_require,
  87         },
  88     )
  89
  ```
  --- END FILES ---
  
  Please first localize the bug based on the issue statement, and then generate a patch according to the `git diff` format fenced by three backticks.
  
  Here is an example:
  
  ```diff
  diff --git a/examples/server_async.py b/examples/server_async.py
  --- a/examples/server_async.py
  +++ b/examples/server_async.py
  @@ -313,4 +313,4 @@
   
   
   if __name__ == "__main__":
  -    asyncio.run(run_async_server("."), debug=True)
  +    asyncio.run(run_async_server(), debug=True)
  diff --git a/examples/server_sync.py b/examples/server_sync.py
  --- a/examples/server_sync.py
  +++ b/examples/server_sync.py
  @@ -313,5 +313,5 @@
   
   
   if __name__ == "__main__":
  -    server = run_sync_server(".")
  +    server = run_sync_server()
       server.shutdown()
  
  ```
  
golden_diff: diff --git a/setup.py b/setup.py
  --- a/setup.py
  +++ b/setup.py
  @@ -26,7 +26,7 @@
   
   install_requires = [
       "numpy>=1.12",
  -    "jax>=0.3",
  +    "jax>=0.3.2",
       "matplotlib",  # only needed for tensorboard export
       "msgpack",
       "optax",
  
verification_info: {"golden_diff": "diff --git a/setup.py b/setup.py\n--- a/setup.py\n+++ b/setup.py\n@@ -26,7 +26,7 @@\n \n install_requires = [\n     \"numpy>=1.12\",\n-    \"jax>=0.3\",\n+    \"jax>=0.3.2\",\n     \"matplotlib\",  # only needed for tensorboard export\n     \"msgpack\",\n     \"optax\",\n", "issue": "Flax actually requires jax 0.3.2\nhttps://github.com/google/flax/blob/ef6bf4054c30271a58bfabb58f3d0049ef5d851a/flax/linen/initializers.py#L19\r\n\r\nthe constant initialiser was added in this commit https://github.com/google/jax/commit/86e8928e709ac07cc51c10e815db6284507c320e that was first included in jax 0.3.2\r\n\r\nThis came up in NetKet's automated oldest-version-dependencies testing.\n", "before_files": [{"content": "# Copyright 2022 The Flax Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n#     http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\"\"\"setup.py for Flax.\"\"\"\n\nimport os\nfrom setuptools import find_packages\nfrom setuptools import setup\n\nhere = os.path.abspath(os.path.dirname(__file__))\ntry:\n  README = open(os.path.join(here, \"README.md\"), encoding=\"utf-8\").read()\nexcept IOError:\n  README = \"\"\n\ninstall_requires = [\n    \"numpy>=1.12\",\n    \"jax>=0.3\",\n    \"matplotlib\",  # only needed for tensorboard export\n    \"msgpack\",\n    \"optax\",\n    \"rich~=11.1.0\", \n    \"typing_extensions>=4.1.1\",\n]\n\ntests_require = [\n    \"atari-py==0.2.5\",  # Last version does not have the ROMs we test on pre-packaged\n    \"clu\",  # All examples.\n    \"gym==0.18.3\",\n    \"jaxlib\",\n    \"jraph\",\n    \"ml-collections\",\n    \"opencv-python\",\n    \"pytest\",\n    \"pytest-cov\",\n    \"pytest-xdist==1.34.0\",  # upgrading to 2.0 broke tests, need to investigate\n    \"pytype\",\n    \"sentencepiece\",  # WMT example.\n    \"svn\",\n    \"tensorflow_text>=2.4.0\",  # WMT example.\n    \"tensorflow_datasets\",\n    \"tensorflow\",\n    \"torch\",\n    \"pandas\", # get_repo_metrics script\n]\n\n__version__ = None\n\nwith open(\"flax/version.py\") as f:\n  exec(f.read(), globals())\n\nsetup(\n    name=\"flax\",\n    version=__version__,\n    description=\"Flax: A neural network library for JAX designed for flexibility\",\n    long_description=\"\\n\\n\".join([README]),\n    long_description_content_type=\"text/markdown\",\n    classifiers=[\n        \"Development Status :: 3 - Alpha\",\n        \"Intended Audience :: Developers\",\n        \"Intended Audience :: Science/Research\",\n        \"License :: OSI Approved :: Apache Software License\",\n        \"Programming Language :: Python :: 3.7\",\n        \"Topic :: Scientific/Engineering :: Artificial Intelligence\",\n        ],\n    keywords=\"\",\n    author=\"Flax team\",\n    author_email=\"flax-dev@google.com\",\n    url=\"https://github.com/google/flax\",\n    packages=find_packages(),\n    package_data={\"flax\": [\"py.typed\"]},\n    zip_safe=False,\n    install_requires=install_requires,\n    extras_require={\n        \"testing\": tests_require,\n        },\n    )\n", "path": "setup.py"}], "after_files": [{"content": "# Copyright 2022 The Flax Authors.\n#\n# Licensed under the Apache License, Version 2.0 (the \"License\");\n# you may not use this file except in compliance with the License.\n# You may obtain a copy of the License at\n#\n#     http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software\n# distributed under the License is distributed on an \"AS IS\" BASIS,\n# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n# See the License for the specific language governing permissions and\n# limitations under the License.\n\n\"\"\"setup.py for Flax.\"\"\"\n\nimport os\nfrom setuptools import find_packages\nfrom setuptools import setup\n\nhere = os.path.abspath(os.path.dirname(__file__))\ntry:\n  README = open(os.path.join(here, \"README.md\"), encoding=\"utf-8\").read()\nexcept IOError:\n  README = \"\"\n\ninstall_requires = [\n    \"numpy>=1.12\",\n    \"jax>=0.3.2\",\n    \"matplotlib\",  # only needed for tensorboard export\n    \"msgpack\",\n    \"optax\",\n    \"rich~=11.1.0\", \n    \"typing_extensions>=4.1.1\",\n]\n\ntests_require = [\n    \"atari-py==0.2.5\",  # Last version does not have the ROMs we test on pre-packaged\n    \"clu\",  # All examples.\n    \"gym==0.18.3\",\n    \"jaxlib\",\n    \"jraph\",\n    \"ml-collections\",\n    \"opencv-python\",\n    \"pytest\",\n    \"pytest-cov\",\n    \"pytest-xdist==1.34.0\",  # upgrading to 2.0 broke tests, need to investigate\n    \"pytype\",\n    \"sentencepiece\",  # WMT example.\n    \"svn\",\n    \"tensorflow_text>=2.4.0\",  # WMT example.\n    \"tensorflow_datasets\",\n    \"tensorflow\",\n    \"torch\",\n    \"pandas\", # get_repo_metrics script\n]\n\n__version__ = None\n\nwith open(\"flax/version.py\") as f:\n  exec(f.read(), globals())\n\nsetup(\n    name=\"flax\",\n    version=__version__,\n    description=\"Flax: A neural network library for JAX designed for flexibility\",\n    long_description=\"\\n\\n\".join([README]),\n    long_description_content_type=\"text/markdown\",\n    classifiers=[\n        \"Development Status :: 3 - Alpha\",\n        \"Intended Audience :: Developers\",\n        \"Intended Audience :: Science/Research\",\n        \"License :: OSI Approved :: Apache Software License\",\n        \"Programming Language :: Python :: 3.7\",\n        \"Topic :: Scientific/Engineering :: Artificial Intelligence\",\n        ],\n    keywords=\"\",\n    author=\"Flax team\",\n    author_email=\"flax-dev@google.com\",\n    url=\"https://github.com/google/flax\",\n    packages=find_packages(),\n    package_data={\"flax\": [\"py.typed\"]},\n    zip_safe=False,\n    install_requires=install_requires,\n    extras_require={\n        \"testing\": tests_require,\n        },\n    )\n", "path": "setup.py"}]}