Read the Docs build information
Build id: 1387203
Project: cerebras-systems-cerebras-systems-developer-documentation
Version: 1.8.0
Commit: 7c4f233d1fc1c92f29d6d00ef8a1f995a5c3aef3
Date: 2023-03-31T17:55:19.782624Z
State: finished
Success: True


[rtd-command-info] start-time: 2023-03-31T17:55:21.848180Z, end-time: 2023-03-31T17:55:25.890279Z, duration: 4, exit-code: 0
git clone --no-single-branch --depth 50 git@github.com:Cerebras/documentation.git .
Cloning into '.'...
Warning: Permanently added 'github.com,192.30.255.113' (ECDSA) to the list of known hosts.

[rtd-command-info] start-time: 2023-03-31T17:55:26.075497Z, end-time: 2023-03-31T17:55:26.246838Z, duration: 0, exit-code: 0
git checkout --force origin/1.8.0
Note: switching to 'origin/1.8.0'.

You are in 'detached HEAD' state. You can look around, make experimental
changes and commit them, and you can discard any commits you make in this
state without impacting any branches by switching back to a branch.

If you want to create a new branch to retain commits you create, you may
do so (now or later) by using -c with the switch command. Example:

  git switch -c <new-branch-name>

Or undo this operation with:

  git switch -

Turn off this advice by setting config variable advice.detachedHead to false

HEAD is now at 7c4f233d Merge pull request #365 from Cerebras/rohand/rel1.8-upgrade-configs

[rtd-command-info] start-time: 2023-03-31T17:55:26.420648Z, end-time: 2023-03-31T17:55:26.492091Z, duration: 0, exit-code: 0
git clean -d -f -f


[rtd-command-info] start-time: 2023-03-31T17:55:27.647818Z, end-time: 2023-03-31T17:55:32.194239Z, duration: 4, exit-code: 0
python3.7 -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
Using base prefix '/home/docs/.pyenv/versions/3.7.9'
New python executable in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/bin/python3.7
Also creating executable in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/bin/python
Installing setuptools, pip, wheel...
done.

[rtd-command-info] start-time: 2023-03-31T17:55:32.392484Z, end-time: 2023-03-31T17:55:34.171279Z, duration: 1, exit-code: 0
python -m pip install --upgrade --no-cache-dir pip setuptools<58.3.0
Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages (23.0.1)
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Installing collected packages: setuptools
  Attempting uninstall: setuptools
    Found existing installation: setuptools 67.6.1
    Uninstalling setuptools-67.6.1:
      Successfully uninstalled setuptools-67.6.1
Successfully installed setuptools-58.2.0

[rtd-command-info] start-time: 2023-03-31T17:55:34.415617Z, end-time: 2023-03-31T17:55:41.082376Z, duration: 6, exit-code: 0
python -m pip install --upgrade --no-cache-dir pillow mock==1.0.1 alabaster>=0.7,<0.8,!=0.7.5 commonmark==0.9.1 recommonmark==0.5.0 sphinx<2 sphinx-rtd-theme<0.5 readthedocs-sphinx-ext<2.3 jinja2<3.1.0
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Building wheels for collected packages: mock
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  Created wheel for mock: filename=mock-1.0.1-py3-none-any.whl size=23772 sha256=3343947f7c50576cebb443501b1e242a0d5473edea67f73a7650d8b9ac84c856
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Successfully built mock
Installing collected packages: snowballstemmer, pytz, mock, commonmark, urllib3, sphinxcontrib-serializinghtml, six, Pygments, pillow, packaging, MarkupSafe, imagesize, idna, docutils, charset-normalizer, certifi, babel, alabaster, sphinxcontrib-websupport, requests, jinja2, sphinx, readthedocs-sphinx-ext, sphinx-rtd-theme, recommonmark
Successfully installed MarkupSafe-2.1.2 Pygments-2.14.0 alabaster-0.7.13 babel-2.12.1 certifi-2022.12.7 charset-normalizer-3.1.0 commonmark-0.9.1 docutils-0.17.1 idna-3.4 imagesize-1.4.1 jinja2-3.0.3 mock-1.0.1 packaging-23.0 pillow-9.4.0 pytz-2023.3 readthedocs-sphinx-ext-2.2.0 recommonmark-0.5.0 requests-2.28.2 six-1.16.0 snowballstemmer-2.2.0 sphinx-1.8.6 sphinx-rtd-theme-0.4.3 sphinxcontrib-serializinghtml-1.1.5 sphinxcontrib-websupport-1.2.4 urllib3-1.26.15

[rtd-command-info] start-time: 2023-03-31T17:55:41.261546Z, end-time: 2023-03-31T17:55:46.736990Z, duration: 5, exit-code: 0
python -m pip install --exists-action=w --no-cache-dir -r external/requirements.txt
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Installing collected packages: zipp, typing-extensions, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, soupsieve, readthedocs-sphinx-search, pyyaml, mdurl, markdown-it-py, importlib-metadata, beautifulsoup4, sphinx, mdit-py-plugins, sphinx-tabs, sphinx_panels, sphinx_copybutton, pydata-sphinx-theme, myst-parser
  Attempting uninstall: sphinx
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Successfully installed beautifulsoup4-4.12.0 importlib-metadata-6.1.0 markdown-it-py-2.2.0 mdit-py-plugins-0.3.5 mdurl-0.1.2 myst-parser-0.18.1 pydata-sphinx-theme-0.8.1 pyyaml-6.0 readthedocs-sphinx-search-0.3.1 soupsieve-2.4 sphinx-4.5.0 sphinx-tabs-3.4.0 sphinx_copybutton-0.5.1 sphinx_panels-0.6.0 sphinxcontrib-applehelp-1.0.2 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-2.0.0 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.3 typing-extensions-4.5.0 zipp-3.15.0

[rtd-command-info] start-time: 2023-03-31T17:55:48.588323Z, end-time: 2023-03-31T17:55:48.652921Z, duration: 0, exit-code: 0
cat external/source/conf.py
# Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html

# -- Path setup --------------------------------------------------------------

# If extensions (or modules to document with autodoc) are in another directory,
# add these directories to sys.path here. If the directory is relative to the
# documentation root, use os.path.abspath to make it absolute, like shown here.
#
# import os
# import sys
# sys.path.insert(0, os.path.abspath('lib/python3.6/site-packages'))

# import os
# import sys
# sys.path.insert(0, os.path.abspath('.'))
# sys.path.insert(0, os.path.abspath('../source/tf'))
#
# autodoc_mock_imports = ['common_zoo', 'tensorflow', 'numpy' ]

# This below combo of path and autodoc mock list works with the layer files copied over to my local source/tf

import os
import sys
sys.path.insert(0, os.path.abspath('.'))
sys.path.insert(0, os.path.abspath('source_code'))
sys.path.insert(0, os.path.abspath('source_code/vision'))
sys.path.insert(0, os.path.abspath('source_code/torch/experimental'))
autodoc_mock_imports = ['modelzoo', 'tensorflow', 'numpy', 'cerebras', 'tensorflow_addons','torch','math','nltk','torchvision','jsonschema','cerebras_appliance','tensorboard','tqdm','tabulate', 'CSOFT_PACKAGE', 'CSoftPackage']
#autodoc_mock_imports = ['tensorflow', 'numpy', 'cerebras', 'tensorflow_addons','torch','math']

#from gallery_directive import GalleryDirective
import pydata_sphinx_theme

# -- Project information -----------------------------------------------------

project = 'Cerebras Developer Documentation'
copyright = '2023, Cerebras Systems'
author = ''
html_title = "Cerebras Wafer-Scale Cluster Software Documentation (Version 1.8.)"
html_logo = "images/CER_logo.svg"
html_favicon = 'images/cs-favicon.png'
html_last_updated_fmt = '%c'


# -- General configuration ---------------------------------------------------

# Add any Sphinx extension module names here, as strings. They can be
# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
# ones.
extensions = [
    "sphinx_copybutton",
    "sphinx_panels",
    "sphinx.ext.autodoc",
    "sphinx.ext.autosectionlabel",
    "sphinx.ext.napoleon",
    'sphinx.ext.autosummary',
    "sphinx.ext.graphviz",
    "sphinx.ext.inheritance_diagram",
    "sphinx_tabs.tabs",
    "myst_parser"
]

# Add any paths that contain templates here, relative to this directory.
templates_path = ["_templates"]

html_additional_pages = {
# "index": "index.html"
}

# List of patterns, relative to source directory, that match files and
# directories to ignore when looking for source files.
# This pattern also affects html_static_path and html_extra_path.

# Temporarily remove API docs while testing -Raj
# exclude_patterns = ["tensorflow-docs/api-rst", "tensorflow-docs/cs-1-tf-user-guide/tf-layers", "tensorflow-docs/cs-1-tf-user-guide/running-a-model/cs-input-analyzer.rst", "tensorflow-docs/getting-started/cs-execution-flow.rst"]
exclude_patterns = []


# -- Options for HTML output -------------------------------------------------

# The theme to use for HTML and HTML Help pages.  See the documentation for
# a list of builtin themes.
#
html_theme = "pydata_sphinx_theme"
html_theme_path = []
numfig = True

panels_add_bootstrap_css = False

html_theme_options = {
    "show_toc_level": 1,
    "switcher": {
        "json_url": "https://docs.cerebras.net/en/mock_up_wsc/_static/switcher.json",
        "version_match": os.environ.get("READTHEDOCS_VERSION")
    },
    "navbar_align": "left",  # [left, content, right] For testing that the navbar items align properly
    "navbar_end": [ "version-switcher"],
}

# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
html_static_path = ['_static']
html_css_files = [
    'custom.css'
]
"""
def setup(app):
    # Add the gallery directive
    app.add_directive("gallery-grid", GalleryDirective)
"""

html_sidebars = {
    "index": [],
}





###########################################################################
#          auto-created readthedocs.org specific configuration            #
###########################################################################


#
# The following code was added during an automated build on readthedocs.org
# It is auto created and injected for every build. The result is based on the
# conf.py.tmpl file found in the readthedocs.org codebase:
# https://github.com/rtfd/readthedocs.org/blob/main/readthedocs/doc_builder/templates/doc_builder/conf.py.tmpl
#
# Note: this file shouldn't rely on extra dependencies.

import importlib
import sys
import os.path

# Borrowed from six.
PY3 = sys.version_info[0] == 3
string_types = str if PY3 else basestring

from sphinx import version_info

# Get suffix for proper linking to GitHub
# This is deprecated in Sphinx 1.3+,
# as each page can have its own suffix
if globals().get('source_suffix', False):
    if isinstance(source_suffix, string_types):
        SUFFIX = source_suffix
    elif isinstance(source_suffix, (list, tuple)):
        # Sphinx >= 1.3 supports list/tuple to define multiple suffixes
        SUFFIX = source_suffix[0]
    elif isinstance(source_suffix, dict):
        # Sphinx >= 1.8 supports a mapping dictionary for multiple suffixes
        SUFFIX = list(source_suffix.keys())[0]  # make a ``list()`` for py2/py3 compatibility
    else:
        # default to .rst
        SUFFIX = '.rst'
else:
    SUFFIX = '.rst'

# Add RTD Static Path. Add to the end because it overwrites previous files.
if not 'html_static_path' in globals():
    html_static_path = []
if os.path.exists('_static'):
    html_static_path.append('_static')

# Add RTD Theme only if they aren't overriding it already
using_rtd_theme = (
    (
        'html_theme' in globals() and
        html_theme in ['default'] and
        # Allow people to bail with a hack of having an html_style
        'html_style' not in globals()
    ) or 'html_theme' not in globals()
)
if using_rtd_theme:
    html_theme = 'sphinx_rtd_theme'
    html_style = None
    html_theme_options = {}


# This following legacy behavior will gradually be sliced out until its deprecated and removed.
# Skipped for Sphinx 6+
# Skipped by internal Feature flag SKIP_SPHINX_HTML_THEME_PATH
# Skipped by all new projects since SKIP_SPHINX_HTML_THEME_PATH's introduction (jan 2023)
if (
        using_rtd_theme
        and version_info < (6,0)
        and not False
    ):
    theme = importlib.import_module('sphinx_rtd_theme')
    if 'html_theme_path' in globals():
        html_theme_path.append(theme.get_html_theme_path())
    else:
        html_theme_path = [theme.get_html_theme_path()]

# Define websupport2_base_url and websupport2_static_url
if globals().get('websupport2_base_url', False):
    websupport2_base_url = 'https://readthedocs.com/websupport'
    websupport2_static_url = 'https://assets.readthedocs.com/'


#Add project information to the template context.
context = {
    'using_theme': using_rtd_theme,
    'html_theme': html_theme,
    'current_version': "1.8.0",
    'version_slug': "1.8.0",
    'MEDIA_URL': "https://media.readthedocs.com/media/",
    'STATIC_URL': "https://assets.readthedocs.com/",
    'PRODUCTION_DOMAIN': "readthedocs.com",
    'proxied_static_path': "/_/static/",
    'versions': [
    ("latest", "/en/latest/"),
    ],
    'downloads': [ 
    ("html", "//docs.cerebras.net/_/downloads/en/1.8.0/htmlzip/"),
    ],
    'subprojects': [ 
        ("cerebras-systems-cerebras-sdk-documentation", "https://docs.cerebras.net/projects/sdk-docs/en/latest/"),
        ("cerebras-systems-isa-documentation", "https://docs.cerebras.net/projects/isa-docs/en/latest/"),
        ("cerebras-systems-cerebras-operator-documentation", "https://docs.cerebras.net/projects/operator-docs/en/latest/"),
    ],
    'slug': 'cerebras-systems-cerebras-systems-developer-documentation',
    'name': u'Cerebras Systems Developer Documentation',
    'rtd_language': u'en',
    'programming_language': u'words',
    'canonical_url': 'https://docs.cerebras.net/en/latest/',
    'analytics_code': 'UA-177830181-2',
    'single_version': False,
    'conf_py_path': '/external/source/',
    'api_host': 'https://readthedocs.com',
    'github_user': 'Cerebras',
    'proxied_api_host': '/_',
    'github_repo': 'documentation',
    'github_version': '1.8.0',
    'display_github': True,
    'bitbucket_user': 'None',
    'bitbucket_repo': 'None',
    'bitbucket_version': '1.8.0',
    'display_bitbucket': False,
    'gitlab_user': 'None',
    'gitlab_repo': 'None',
    'gitlab_version': '1.8.0',
    'display_gitlab': False,
    'READTHEDOCS': True,
    'using_theme': (html_theme == "default"),
    'new_theme': (html_theme == "sphinx_rtd_theme"),
    'source_suffix': SUFFIX,
    'ad_free': False,
    'docsearch_disabled': False,
    'user_analytics_code': 'UA-177830181-2',
    'global_analytics_code': 'UA-17997319-2',
    'commit': '7c4f233d',
}

# For sphinx >=1.8 we can use html_baseurl to set the canonical URL.
# https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_baseurl
if version_info >= (1, 8):
    if not globals().get('html_baseurl'):
        html_baseurl = context['canonical_url']
    context['canonical_url'] = None





if 'html_context' in globals():
    
    html_context.update(context)
    
else:
    html_context = context

# Add custom RTD extension
if 'extensions' in globals():
    # Insert at the beginning because it can interfere
    # with other extensions.
    # See https://github.com/rtfd/readthedocs.org/pull/4054
    extensions.insert(0, "readthedocs_ext.readthedocs")
else:
    extensions = ["readthedocs_ext.readthedocs"]

# Add External version warning banner to the external version documentation
if 'branch' == 'external':
    extensions.insert(1, "readthedocs_ext.external_version_warning")
    readthedocs_vcs_url = 'None'
    readthedocs_build_url = 'https://readthedocs.com/projects/cerebras-systems-cerebras-systems-developer-documentation/builds/1387203/'

project_language = 'en'

# User's Sphinx configurations
language_user = globals().get('language', None)
latex_engine_user = globals().get('latex_engine', None)
latex_elements_user = globals().get('latex_elements', None)

# Remove this once xindy gets installed in Docker image and XINDYOPS
# env variable is supported
# https://github.com/rtfd/readthedocs-docker-images/pull/98
latex_use_xindy = False

chinese = any([
    language_user in ('zh_CN', 'zh_TW'),
    project_language in ('zh_CN', 'zh_TW'),
])

japanese = any([
    language_user == 'ja',
    project_language == 'ja',
])

if chinese:
    latex_engine = latex_engine_user or 'xelatex'

    latex_elements_rtd = {
        'preamble': '\\usepackage[UTF8]{ctex}\n',
    }
    latex_elements = latex_elements_user or latex_elements_rtd
elif japanese:
    latex_engine = latex_engine_user or 'platex'

# Make sure our build directory is always excluded
exclude_patterns = globals().get('exclude_patterns', [])
exclude_patterns.extend(['_build'])

[rtd-command-info] start-time: 2023-03-31T17:55:48.972877Z, end-time: 2023-03-31T17:56:29.755770Z, duration: 40, exit-code: 0
python -m sphinx -T -E -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Running Sphinx v4.5.0
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Manage common params for multiple experiments
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.. info::
  Many of the code snippets in this tutorial are taken from here:

  - `How to create tfrecord from image ndarray  dataset <https://kanoki.org/2022/06/02/tensorflow-create-tfrecord-from-image_ndarray_dataset/>`_

  - `TFRecords Basics <https://www.kaggle.com/code/ryanholbrook/tfrecords-basics/notebook>`_

  - `Images and TFRecords <https://planspace.org/20170403-images_and_tfrecords/>`_
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New features and enhancements
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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===========================
``bfloat16`` half precision
============================
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Experiments: Automatic Mixed Precision and ``bfloat16``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Experiments: Automatic Mixed Precision and ``bfloat16``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Trainer
~~~~~~~
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Parameters
^^^^^^^^^^
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Example
^^^^^^^
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Train with Multi-Replica Data Parallel mode
==========================================
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Out-of-the-box throughput metrics from Cerebras Model Zoo
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PyTorch Variable Tensor Shape
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PyTorch Variable Tensor Shape
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1. Activate Cerebras virtual environment
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Checkpoints
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Tensorboard event files
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/cs-appliance.rst:276: WARNING: duplicate label 5. explore output files and artifacts, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/getting-started/cs-appliance.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/getting-started.rst:4: WARNING: duplicate label getting_started, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/getting-started/getting-started.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/getting-started.rst:4: WARNING: duplicate label run your first cerebras job, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/getting-started/getting-started.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/gpu-requirements.rst:4: WARNING: duplicate label gpu-requirements, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/getting-started/gpu-requirements.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/gpu-requirements.rst:4: WARNING: duplicate label gpu requirements for running cerebras modelzoo, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/getting-started/gpu-requirements.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/gpu-requirements.rst:10: WARNING: duplicate label cuda requirements, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/getting-started/gpu-requirements.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/gpu-requirements.rst:20: WARNING: duplicate label pytorch, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/release-notes/rel-notes-cumulative.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/gpu-requirements.rst:46: WARNING: duplicate label tensorflow, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/getting-started/gpu-requirements.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/job-scheduler.rst:5: WARNING: duplicate label monitor your job, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/ai_model/content/monitor_job.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/modelzoo.rst:26: ERROR: Unknown directive type "info".

.. info::
 The Cerebras Model Zoo is available at https://github.com/Cerebras/modelzoo and a list of supported models can be found `here <https://github.com/Cerebras/modelzoo#models-in-this-repository>`_.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/modelzoo.rst:4: WARNING: duplicate label clone cerebras model zoo, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/getting-started/modelzoo.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/checkpoint-formats.rst:4: WARNING: duplicate label checkpoint-formats, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/checkpoint-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/checkpoint-formats.rst:9: WARNING: duplicate label tensorflow checkpoint format, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/checkpoint-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/checkpoint-formats.rst:14: WARNING: duplicate label usage, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/scripts/cs-input-analyzer.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/checkpoint-formats.rst:17: WARNING: duplicate label starting with existing checkpoint, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/checkpoint-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/checkpoint-formats.rst:36: WARNING: duplicate label converting cerebras checkpoint, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/checkpoint-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/checkpoint-formats.rst:57: WARNING: duplicate label pytorch checkpoint format, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/checkpoint-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.rst:4: WARNING: Title underline too short.

Transformers supported operations API
====================================
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/input/analyze_bucketing.py:docstring of common.input.analyze_bucketing:5: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/input/analyze_bucketing.py:docstring of common.input.analyze_bucketing:6: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/input/analyze_bucketing.py:docstring of common.input.analyze_bucketing:10: WARNING: Enumerated list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/model_utils/count_lines.py:docstring of common.model_utils.count_lines.count_lines:8: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/model_utils/count_lines.py:docstring of common.model_utils.count_lines.count_lines:18: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.model_utils.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.model_utils.rst:16: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.input.rst
WARNING: autodoc: failed to import module 'loss_utils' from module 'common.pytorch'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/loss_utils.py", line 132, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE`: {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE

/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst:17: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst:156: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/layers/AttentionLayer.py:docstring of common.pytorch.layers.AttentionLayer.MultiheadAttention:48: ERROR: Unexpected indentation.
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.GPTJDecoderLayer.GPTJDecoderLayer.__all__ (in module common.pytorch.layers.GPTJDecoderLayer) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.GPTJDecoderLayer'
WARNING: A mocked object is detected: 'common.pytorch.layers.GaussianNLLLoss::GaussianNLLLoss.forward'
WARNING: error while formatting arguments for common.pytorch.layers.GaussianNLLLoss.GaussianNLLLoss.forward: Handler <function update_annotations_using_type_comments at 0x7fb1ac393830> for event 'autodoc-before-process-signature' threw an exception (exception: wrapper loop when unwrapping modelzoo.common.pytorch.layers.utils.autogen_loss.forward)
WARNING: A mocked object is detected: 'common.pytorch.layers.HuberLoss::HuberLoss.forward'
WARNING: error while formatting arguments for common.pytorch.layers.HuberLoss.HuberLoss.forward: Handler <function update_annotations_using_type_comments at 0x7fb1ac393830> for event 'autodoc-before-process-signature' threw an exception (exception: wrapper loop when unwrapping modelzoo.common.pytorch.layers.utils.autogen_loss.forward)
WARNING: A mocked object is detected: 'common.pytorch.layers.MultiMarginLoss::MultiMarginLoss.forward'
WARNING: error while formatting arguments for common.pytorch.layers.MultiMarginLoss.MultiMarginLoss.forward: Handler <function update_annotations_using_type_comments at 0x7fb1ac393830> for event 'autodoc-before-process-signature' threw an exception (exception: wrapper loop when unwrapping modelzoo.common.pytorch.layers.utils.autogen_loss.forward)
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/layers/RelativePositionEmbeddingLayer.py:docstring of common.pytorch.layers.RelativePositionEmbeddingLayer.RelativePositionEmbeddingLayer.relative_position_bucket:20: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/layers/RelativePositionEmbeddingLayer.py:docstring of common.pytorch.layers.RelativePositionEmbeddingLayer.RelativePositionEmbeddingLayer.relative_position_bucket:21: WARNING: Block quote ends without a blank line; unexpected unindent.
WARNING: A mocked object is detected: 'common.pytorch.layers.SmoothL1Loss::SmoothL1Loss.forward'
WARNING: error while formatting arguments for common.pytorch.layers.SmoothL1Loss.SmoothL1Loss.forward: Handler <function update_annotations_using_type_comments at 0x7fb1ac393830> for event 'autodoc-before-process-signature' threw an exception (exception: wrapper loop when unwrapping modelzoo.common.pytorch.layers.utils.autogen_loss.forward)
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.Transformer.Transformer.__all__ (in module common.pytorch.layers.Transformer) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.Transformer'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.TransformerDecoder.TransformerDecoder.__all__ (in module common.pytorch.layers.TransformerDecoder) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.TransformerDecoder'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.TransformerDecoderLayer.TransformerDecoderLayer.__all__ (in module common.pytorch.layers.TransformerDecoderLayer) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.TransformerDecoderLayer'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.TransformerEncoder.TransformerEncoder.__all__ (in module common.pytorch.layers.TransformerEncoder) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.TransformerEncoder'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.TransformerEncoderLayer.TransformerEncoderLayer.__all__ (in module common.pytorch.layers.TransformerEncoderLayer) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.TransformerEncoderLayer'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.layers.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.layers.rst:272: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/cb_metric.py:docstring of common.pytorch.metrics.cb_metric.CBMetric:6: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/cb_metric.py:docstring of common.pytorch.metrics.cb_metric.CBMetric.create_metric_impl_factory:11: WARNING: Inline emphasis start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/cb_metric.py:docstring of common.pytorch.metrics.cb_metric.CBMetric.create_metric_impl_factory:11: WARNING: Inline strong start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:16: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:14: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:14: WARNING: Inline interpreted text or phrase reference start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:22: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:22: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.metrics.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.layers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.metrics.rst:96: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.layers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/T5ForConditionalGenerationLoss.py:docstring of common.pytorch.model_utils.T5ForConditionalGenerationLoss.T5ForConditionalGenerationLoss.forward:6: WARNING: Definition list ends without a blank line; unexpected unindent.
WARNING: autodoc: failed to import module 'activations' from module 'common.pytorch.model_utils'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/activations.py", line 70, in <module>
    if version.parse(torch.__version__) < version.parse("1.4"):
AttributeError: module 'torch' has no attribute '__version__'

/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst:13: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.metrics.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst:80: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.metrics.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/checkpoint_converters/base_converter.py:docstring of common.pytorch.model_utils.checkpoint_converters.base_converter.BaseDictionaryConverter:10: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/checkpoint_converters/base_converter.py:docstring of common.pytorch.model_utils.checkpoint_converters.base_converter.ConversionRule:19: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/checkpoint_converters/base_converter.py:docstring of common.pytorch.model_utils.checkpoint_converters.base_converter.ConversionRule:28: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/checkpoint_converters/base_converter.py:docstring of common.pytorch.model_utils.checkpoint_converters.base_converter.ConversionRule:33: WARNING: Definition list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.checkpoint_converters.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.checkpoint_converters.rst:72: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.ASGD.ASGD.__all__ (in module common.pytorch.optim.ASGD) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.ASGD'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Adadelta.Adadelta.__all__ (in module common.pytorch.optim.Adadelta) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Adadelta'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Adafactor.Adafactor.__all__ (in module common.pytorch.optim.Adafactor) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Adafactor'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Adagrad.Adagrad.__all__ (in module common.pytorch.optim.Adagrad) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Adagrad'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Adamax.Adamax.__all__ (in module common.pytorch.optim.Adamax) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Adamax'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Lamb.Lamb.__all__ (in module common.pytorch.optim.Lamb) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Lamb'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.NAdam.NAdam.__all__ (in module common.pytorch.optim.NAdam) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.NAdam'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.RAdam.RAdam.__all__ (in module common.pytorch.optim.RAdam) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.RAdam'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.RMSprop.RMSprop.__all__ (in module common.pytorch.optim.RMSprop) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.RMSprop'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Rprop.Rprop.__all__ (in module common.pytorch.optim.Rprop) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Rprop'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.SGD.SGD.__all__ (in module common.pytorch.optim.SGD) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.SGD'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst:13: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.checkpoint_converters.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst:136: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.checkpoint_converters.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.sparse.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.sparse.rst:40: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/summaries/cb_summary.py:docstring of common.pytorch.summaries.cb_summary.CBSummary:6: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.summaries.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.sparse.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.summaries.rst:32: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.sparse.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/TFBaseModel.py:docstring of common.tf.TFBaseModel.TFBaseModel:4: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/TFBaseModel.py:docstring of common.tf.TFBaseModel.TFBaseModel:6: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/TFBaseModel.py:docstring of common.tf.TFBaseModel.TFBaseModel:7: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/run_utils.py:docstring of common.tf.run_utils.get_weight_dict:5: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst:19: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.summaries.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst:46: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.summaries.rst
WARNING: autodoc: failed to import module 'cs_estimator' from module 'common.tf.estimator'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/estimator/cs_estimator.py", line 40, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE modelzoo.CSOFT_PACKAGE

WARNING: autodoc: failed to import module 'cs_estimator_spec' from module 'common.tf.estimator'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/estimator/cs_estimator_spec.py", line 26, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE`: {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE

WARNING: autodoc: failed to import module 'run_config' from module 'common.tf.estimator'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/estimator/run_config.py", line 28, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE modelzoo.CSOFT_PACKAGE

WARNING: autodoc: failed to import module 'utils' from module 'common.tf.estimator'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/estimator/utils.py", line 108, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE`: {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE

/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.estimator.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.estimator.rst:40: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:6: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:6: WARNING: Inline interpreted text or phrase reference start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:8: WARNING: Definition list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:8: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:8: WARNING: Inline interpreted text or phrase reference start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.hooks.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.estimator.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.hooks.rst:16: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.estimator.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.input.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.hooks.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.input.rst:24: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.hooks.rst
WARNING: autodoc: failed to import module 'utils' from module 'common.tf.layers'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/layers/utils.py", line 49, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE`: {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE

/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.layers.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.layers.rst:216: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/dice_coefficient.py:docstring of common.tf.metrics.dice_coefficient.dice_coefficient_metric:5: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/dice_coefficient.py:docstring of common.tf.metrics.dice_coefficient.dice_coefficient_metric:6: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/f1_score.py:docstring of common.tf.metrics.f1_score.f1_score_metric:4: WARNING: Inline emphasis start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/f1_score.py:docstring of common.tf.metrics.f1_score.f1_score_metric:28: WARNING: Title underline too short.

Parameters:
----------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/f1_score.py:docstring of common.tf.metrics.f1_score.f1_score_metric:28: CRITICAL: Unexpected section title.

Parameters:
----------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:4: WARNING: Inline emphasis start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:44: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:45: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:58: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:63: CRITICAL: Unexpected section title.

class_id       = [0, 1, 2]
----------------------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:80: CRITICAL: Unexpected section title.

Scenarios:
-----------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/rouge_score.py:docstring of common.tf.metrics.rouge_score.rouge_score_metric:10: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/rouge_score.py:docstring of common.tf.metrics.rouge_score.rouge_score_metric:20: WARNING: Bullet list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/rouge_score.py:docstring of common.tf.metrics.rouge_score.streaming_rouge_matrix:7: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/rouge_score.py:docstring of common.tf.metrics.rouge_score.streaming_rouge_matrix:8: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/utils.py:docstring of common.tf.metrics.utils.metric_variable:29: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/utils.py:docstring of common.tf.metrics.utils.metric_variable:30: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.metrics.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.layers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.metrics.rst:88: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.layers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/model_utils/create_initializer.py:docstring of common.tf.model_utils.create_initializer.create_initializer:6: WARNING: Field list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/model_utils/reshape_gather.py:docstring of common.tf.model_utils.reshape_gather.reshape_gather:5: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/model_utils/reshape_gather.py:docstring of common.tf.model_utils.reshape_gather.reshape_gather:7: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/model_utils/scale_loss_value.py:docstring of common.tf.model_utils.scale_loss_value.scale_loss_value:4: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/model_utils/scale_loss_value.py:docstring of common.tf.model_utils.scale_loss_value.scale_loss_value:5: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/model_utils/shard_dataset.py:docstring of common.tf.model_utils.shard_dataset.shard_dataset:11: WARNING: Field list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.model_utils.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.metrics.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.model_utils.rst:56: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.metrics.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.optimizers.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.optimizers.rst:40: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/index.rst:6: WARNING: toctree contains reference to nonexisting document 'wsc/port/define-model/cstorch-api'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/torch/experimental/optim/lr_scheduler.py:docstring of optim.lr_scheduler.ChainedScheduler.load_state_dict:3: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/torch/experimental/optim/lr_scheduler.py:docstring of optim.lr_scheduler.ChainedScheduler.load_state_dict:4: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/torch/experimental/optim/lr_scheduler.py:docstring of optim.lr_scheduler.SequentialLR.load_state_dict:3: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/torch/experimental/optim/lr_scheduler.py:docstring of optim.lr_scheduler.SequentialLR.load_state_dict:4: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/torch_API/optim.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.optimizers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/torch_API/optim.rst:121: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.optimizers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.rst:7: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.rst:15: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/torch_API/optim.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.rst:13: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/torch_API/optim.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.rst:32: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/vision/pytorch/input/classification/mixup.py:docstring of vision.pytorch.input.classification.mixup.RandomCutmix:10: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/vision/pytorch/input/classification/mixup.py:docstring of vision.pytorch.input.classification.mixup.RandomCutmix:11: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/vision/pytorch/input/classification/mixup.py:docstring of vision.pytorch.input.classification.mixup.RandomMixup:9: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/vision/pytorch/input/classification/mixup.py:docstring of vision.pytorch.input.classification.mixup.RandomMixup:10: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.classification.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.classification.rst:48: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.layers.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.classification.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.layers.rst:56: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.input.classification.rst
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.losses.rst:16: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/vision/vision.pytorch.layers.rst
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/porting-checkpoints.rst:7: WARNING: duplicate label motivation, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/summaries.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/porting-checkpoints.rst:24: WARNING: duplicate label how it works, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/multi-replica-data-parallel-training.rst
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/porting-pytorch-to-cs/adapting-pytorch-to-cs.rst:316: WARNING: Title underline too short.

Manage common params for multiple experiments
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/porting-pytorch-to-cs/adapting-pytorch-to-cs.rst:801: WARNING: Inline target start-string without end-string.
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.. info::
  Many of the code snippets in this tutorial are taken from here:

  - `How to create tfrecord from image ndarray  dataset <https://kanoki.org/2022/06/02/tensorflow-create-tfrecord-from-image_ndarray_dataset/>`_

  - `TFRecords Basics <https://www.kaggle.com/code/ryanholbrook/tfrecords-basics/notebook>`_

  - `Images and TFRecords <https://planspace.org/20170403-images_and_tfrecords/>`_
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New features and enhancements
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Failed to import common.tf.layers.utils.
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* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
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* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
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* AttributeError: module 'common.pytorch.model_utils' has no attribute 'activations'
Failed to import common.tf.estimator.cs_estimator.
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* AttributeError: module 'common.tf.estimator' has no attribute 'cs_estimator'
Failed to import common.tf.estimator.cs_estimator_spec.
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* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
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* AssertionError: Invalid value for `CSOFT_PACKAGE modelzoo.CSOFT_PACKAGE
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Failed to import common.tf.estimator.utils.
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* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
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Manage common params for multiple experiments
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.. info::
  Many of the code snippets in this tutorial are taken from here:

  - `How to create tfrecord from image ndarray  dataset <https://kanoki.org/2022/06/02/tensorflow-create-tfrecord-from-image_ndarray_dataset/>`_

  - `TFRecords Basics <https://www.kaggle.com/code/ryanholbrook/tfrecords-basics/notebook>`_

  - `Images and TFRecords <https://planspace.org/20170403-images_and_tfrecords/>`_
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New features and enhancements
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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===========================
``bfloat16`` half precision
============================
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Experiments: Automatic Mixed Precision and ``bfloat16``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Experiments: Automatic Mixed Precision and ``bfloat16``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Trainer
~~~~~~~
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Parameters
^^^^^^^^^^
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Example
^^^^^^^
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Train with Multi-Replica Data Parallel mode
==========================================
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Out-of-the-box throughput metrics from Cerebras Model Zoo
--------------------------------------------------------
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PyTorch Variable Tensor Shape
-----------------
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PyTorch Variable Tensor Shape
-----------------
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1. Activate Cerebras virtual environment
-----------------------------------
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Checkpoints
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Tensorboard event files
***********************
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.. info::
 The Cerebras Model Zoo is available at https://github.com/Cerebras/modelzoo and a list of supported models can be found `here <https://github.com/Cerebras/modelzoo#models-in-this-repository>`_.
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Transformers supported operations API
====================================
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/input/analyze_bucketing.py:docstring of common.input.analyze_bucketing:6: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/input/analyze_bucketing.py:docstring of common.input.analyze_bucketing:10: WARNING: Enumerated list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/model_utils/count_lines.py:docstring of common.model_utils.count_lines.count_lines:8: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/model_utils/count_lines.py:docstring of common.model_utils.count_lines.count_lines:18: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.model_utils.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.model_utils.rst:16: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.input.rst
WARNING: autodoc: failed to import module 'loss_utils' from module 'common.pytorch'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/loss_utils.py", line 132, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE`: {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE

/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst:17: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst:156: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/layers/AttentionLayer.py:docstring of common.pytorch.layers.AttentionLayer.MultiheadAttention:48: ERROR: Unexpected indentation.
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.GPTJDecoderLayer.GPTJDecoderLayer.__all__ (in module common.pytorch.layers.GPTJDecoderLayer) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.GPTJDecoderLayer'
WARNING: A mocked object is detected: 'common.pytorch.layers.GaussianNLLLoss::GaussianNLLLoss.forward'
WARNING: error while formatting arguments for common.pytorch.layers.GaussianNLLLoss.GaussianNLLLoss.forward: Handler <function update_annotations_using_type_comments at 0x7f80a5e60830> for event 'autodoc-before-process-signature' threw an exception (exception: wrapper loop when unwrapping modelzoo.common.pytorch.layers.utils.autogen_loss.forward)
WARNING: A mocked object is detected: 'common.pytorch.layers.HuberLoss::HuberLoss.forward'
WARNING: error while formatting arguments for common.pytorch.layers.HuberLoss.HuberLoss.forward: Handler <function update_annotations_using_type_comments at 0x7f80a5e60830> for event 'autodoc-before-process-signature' threw an exception (exception: wrapper loop when unwrapping modelzoo.common.pytorch.layers.utils.autogen_loss.forward)
WARNING: A mocked object is detected: 'common.pytorch.layers.MultiMarginLoss::MultiMarginLoss.forward'
WARNING: error while formatting arguments for common.pytorch.layers.MultiMarginLoss.MultiMarginLoss.forward: Handler <function update_annotations_using_type_comments at 0x7f80a5e60830> for event 'autodoc-before-process-signature' threw an exception (exception: wrapper loop when unwrapping modelzoo.common.pytorch.layers.utils.autogen_loss.forward)
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/layers/RelativePositionEmbeddingLayer.py:docstring of common.pytorch.layers.RelativePositionEmbeddingLayer.RelativePositionEmbeddingLayer.relative_position_bucket:20: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/layers/RelativePositionEmbeddingLayer.py:docstring of common.pytorch.layers.RelativePositionEmbeddingLayer.RelativePositionEmbeddingLayer.relative_position_bucket:21: WARNING: Block quote ends without a blank line; unexpected unindent.
WARNING: A mocked object is detected: 'common.pytorch.layers.SmoothL1Loss::SmoothL1Loss.forward'
WARNING: error while formatting arguments for common.pytorch.layers.SmoothL1Loss.SmoothL1Loss.forward: Handler <function update_annotations_using_type_comments at 0x7f80a5e60830> for event 'autodoc-before-process-signature' threw an exception (exception: wrapper loop when unwrapping modelzoo.common.pytorch.layers.utils.autogen_loss.forward)
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.Transformer.Transformer.__all__ (in module common.pytorch.layers.Transformer) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.Transformer'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.TransformerDecoder.TransformerDecoder.__all__ (in module common.pytorch.layers.TransformerDecoder) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.TransformerDecoder'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.TransformerDecoderLayer.TransformerDecoderLayer.__all__ (in module common.pytorch.layers.TransformerDecoderLayer) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.TransformerDecoderLayer'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.TransformerEncoder.TransformerEncoder.__all__ (in module common.pytorch.layers.TransformerEncoder) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.TransformerEncoder'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.layers.TransformerEncoderLayer.TransformerEncoderLayer.__all__ (in module common.pytorch.layers.TransformerEncoderLayer) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.layers.TransformerEncoderLayer'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.layers.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.layers.rst:272: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/cb_metric.py:docstring of common.pytorch.metrics.cb_metric.CBMetric:6: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/cb_metric.py:docstring of common.pytorch.metrics.cb_metric.CBMetric.create_metric_impl_factory:11: WARNING: Inline emphasis start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/cb_metric.py:docstring of common.pytorch.metrics.cb_metric.CBMetric.create_metric_impl_factory:11: WARNING: Inline strong start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:16: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:14: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:14: WARNING: Inline interpreted text or phrase reference start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:22: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/metrics/metric_utils.py:docstring of common.pytorch.metrics.metric_utils.compute_confusion_matrix:22: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.metrics.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.layers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.metrics.rst:96: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.layers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/T5ForConditionalGenerationLoss.py:docstring of common.pytorch.model_utils.T5ForConditionalGenerationLoss.T5ForConditionalGenerationLoss.forward:6: WARNING: Definition list ends without a blank line; unexpected unindent.
WARNING: autodoc: failed to import module 'activations' from module 'common.pytorch.model_utils'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/activations.py", line 70, in <module>
    if version.parse(torch.__version__) < version.parse("1.4"):
AttributeError: module 'torch' has no attribute '__version__'

/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst:13: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.metrics.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst:80: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.metrics.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/checkpoint_converters/base_converter.py:docstring of common.pytorch.model_utils.checkpoint_converters.base_converter.BaseDictionaryConverter:10: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/checkpoint_converters/base_converter.py:docstring of common.pytorch.model_utils.checkpoint_converters.base_converter.ConversionRule:19: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/checkpoint_converters/base_converter.py:docstring of common.pytorch.model_utils.checkpoint_converters.base_converter.ConversionRule:28: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/model_utils/checkpoint_converters/base_converter.py:docstring of common.pytorch.model_utils.checkpoint_converters.base_converter.ConversionRule:33: WARNING: Definition list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.checkpoint_converters.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.checkpoint_converters.rst:72: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.ASGD.ASGD.__all__ (in module common.pytorch.optim.ASGD) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.ASGD'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Adadelta.Adadelta.__all__ (in module common.pytorch.optim.Adadelta) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Adadelta'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Adafactor.Adafactor.__all__ (in module common.pytorch.optim.Adafactor) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Adafactor'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Adagrad.Adagrad.__all__ (in module common.pytorch.optim.Adagrad) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Adagrad'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Adamax.Adamax.__all__ (in module common.pytorch.optim.Adamax) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Adamax'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Lamb.Lamb.__all__ (in module common.pytorch.optim.Lamb) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Lamb'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.NAdam.NAdam.__all__ (in module common.pytorch.optim.NAdam) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.NAdam'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.RAdam.RAdam.__all__ (in module common.pytorch.optim.RAdam) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.RAdam'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.RMSprop.RMSprop.__all__ (in module common.pytorch.optim.RMSprop) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.RMSprop'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.Rprop.Rprop.__all__ (in module common.pytorch.optim.Rprop) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.Rprop'
WARNING: __all__ should be a list of strings, not modelzoo.common.pytorch.optim.SGD.SGD.__all__ (in module common.pytorch.optim.SGD) -- ignoring __all__
WARNING: A mocked object is detected: 'common.pytorch.optim.SGD'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst:13: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.checkpoint_converters.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst:136: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.model_utils.checkpoint_converters.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.sparse.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.sparse.rst:40: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/pytorch/summaries/cb_summary.py:docstring of common.pytorch.summaries.cb_summary.CBSummary:6: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.summaries.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.sparse.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.summaries.rst:32: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.sparse.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/TFBaseModel.py:docstring of common.tf.TFBaseModel.TFBaseModel:4: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/TFBaseModel.py:docstring of common.tf.TFBaseModel.TFBaseModel:6: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/TFBaseModel.py:docstring of common.tf.TFBaseModel.TFBaseModel:7: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/run_utils.py:docstring of common.tf.run_utils.get_weight_dict:5: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst:5: WARNING: duplicate label subpackages, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.optim.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst:19: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.summaries.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst:46: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.pytorch.summaries.rst
WARNING: autodoc: failed to import module 'cs_estimator' from module 'common.tf.estimator'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/estimator/cs_estimator.py", line 40, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE modelzoo.CSOFT_PACKAGE

WARNING: autodoc: failed to import module 'cs_estimator_spec' from module 'common.tf.estimator'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/estimator/cs_estimator_spec.py", line 26, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE`: {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE

WARNING: autodoc: failed to import module 'run_config' from module 'common.tf.estimator'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/estimator/run_config.py", line 28, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE modelzoo.CSOFT_PACKAGE

WARNING: autodoc: failed to import module 'utils' from module 'common.tf.estimator'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/estimator/utils.py", line 108, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE`: {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE

/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.estimator.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.estimator.rst:40: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:6: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:6: WARNING: Inline interpreted text or phrase reference start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:8: WARNING: Definition list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:8: WARNING: Inline literal start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/hooks/grad_accum_hooks.py:docstring of common.tf.hooks.grad_accum_hooks.GradAccumLoggingTensorHook:8: WARNING: Inline interpreted text or phrase reference start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.hooks.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.estimator.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.hooks.rst:16: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.estimator.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.input.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.hooks.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.input.rst:24: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.hooks.rst
WARNING: autodoc: failed to import module 'utils' from module 'common.tf.layers'; the following exception was raised:
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/sphinx/ext/autodoc/importer.py", line 62, in import_module
    return importlib.import_module(modname)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/layers/utils.py", line 49, in <module>
    assert False, f"Invalid value for `CSOFT_PACKAGE`: {CSOFT_PACKAGE}"
AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE

/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.layers.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.layers.rst:216: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/dice_coefficient.py:docstring of common.tf.metrics.dice_coefficient.dice_coefficient_metric:5: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/dice_coefficient.py:docstring of common.tf.metrics.dice_coefficient.dice_coefficient_metric:6: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/f1_score.py:docstring of common.tf.metrics.f1_score.f1_score_metric:4: WARNING: Inline emphasis start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/f1_score.py:docstring of common.tf.metrics.f1_score.f1_score_metric:28: WARNING: Title underline too short.

Parameters:
----------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/f1_score.py:docstring of common.tf.metrics.f1_score.f1_score_metric:28: CRITICAL: Unexpected section title.

Parameters:
----------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:4: WARNING: Inline emphasis start-string without end-string.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:44: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:45: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:58: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:63: CRITICAL: Unexpected section title.

class_id       = [0, 1, 2]
----------------------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:80: CRITICAL: Unexpected section title.

Scenarios:
-----------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/rouge_score.py:docstring of common.tf.metrics.rouge_score.rouge_score_metric:10: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/rouge_score.py:docstring of common.tf.metrics.rouge_score.rouge_score_metric:20: WARNING: Bullet list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/rouge_score.py:docstring of common.tf.metrics.rouge_score.streaming_rouge_matrix:7: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/rouge_score.py:docstring of common.tf.metrics.rouge_score.streaming_rouge_matrix:8: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/utils.py:docstring of common.tf.metrics.utils.metric_variable:29: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/metrics/utils.py:docstring of common.tf.metrics.utils.metric_variable:30: WARNING: Block quote ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.metrics.rst:5: WARNING: duplicate label submodules, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.layers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.metrics.rst:88: WARNING: duplicate label module contents, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/port/define-model/common/common.tf.layers.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/model_utils/create_initializer.py:docstring of common.tf.model_utils.create_initializer.create_initializer:6: WARNING: Field list ends without a blank line; unexpected unindent.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/source_code/common/tf/model_utils/reshape_gather.py:docstring of common.tf.model_utils.reshape_gather.reshape_gather:5: ERROR: Unexpected indentation.
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Manage common params for multiple experiments
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.. info::
  Many of the code snippets in this tutorial are taken from here:

  - `How to create tfrecord from image ndarray  dataset <https://kanoki.org/2022/06/02/tensorflow-create-tfrecord-from-image_ndarray_dataset/>`_

  - `TFRecords Basics <https://www.kaggle.com/code/ryanholbrook/tfrecords-basics/notebook>`_

  - `Images and TFRecords <https://planspace.org/20170403-images_and_tfrecords/>`_
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Enable of changing non-linearity
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