Read the Docs build information
Build id: 1377852
Project: cerebras-systems-cerebras-systems-developer-documentation
Version: 1.8.0
Commit: 3db393c7ab84037a44d7cd6b28fa54d011d32ee8
Date: 2023-03-27T23:01:16.361316Z
State: finished
Success: True


[rtd-command-info] start-time: 2023-03-27T23:01:18.381144Z, end-time: 2023-03-27T23:01:22.313526Z, duration: 3, 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: 2023-03-27T23:01:22.520334Z, end-time: 2023-03-27T23:01:22.726622Z, 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 3db393c7 Merge pull request #339 from Cerebras/mariam/cus131

[rtd-command-info] start-time: 2023-03-27T23:01:22.928391Z, end-time: 2023-03-27T23:01:23.009540Z, duration: 0, exit-code: 0
git clean -d -f -f


[rtd-command-info] start-time: 2023-03-27T23:01:24.066832Z, end-time: 2023-03-27T23:01:35.244232Z, duration: 11, 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: 2023-03-27T23:01:35.436542Z, end-time: 2023-03-27T23:01:37.371743Z, 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 67.6.0
    Uninstalling setuptools-67.6.0:
      Successfully uninstalled setuptools-67.6.0
Successfully installed setuptools-58.2.0

[rtd-command-info] start-time: 2023-03-27T23:01:37.652858Z, end-time: 2023-03-27T23:01:44.326122Z, 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=7c8f655a21fa617572b422ae23047d771c00184d592ddb21e0b32d24c9b48090
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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-2023.2 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: 2023-03-27T23:01:44.523067Z, end-time: 2023-03-27T23:01:49.954767Z, duration: 5, exit-code: 0
python -m pip install --exists-action=w --no-cache-dir -r external/requirements.txt
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INFO: pip is looking at multiple versions of mdit-py-plugins to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of docutils to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of sphinx-tabs to determine which version is compatible with other requirements. This could take a while.
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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
    Found existing installation: Sphinx 1.8.6
    Uninstalling Sphinx-1.8.6:
      Successfully uninstalled Sphinx-1.8.6
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: 2023-03-27T23:01:51.805386Z, end-time: 2023-03-27T23:01:51.875102Z, 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('common'))
autodoc_mock_imports = ['modelzoo', 'tensorflow', 'numpy', 'cerebras', 'tensorflow_addons','torch','math']
#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.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': '3db393c7',
}

# 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/1377852/'

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: 2023-03-27T23:01:52.105213Z, end-time: 2023-03-27T23:02:35.432536Z, duration: 43, exit-code: 0
python -m sphinx -T -E -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Running Sphinx v4.5.0
loading translations [en]... done
making output directory... done
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Layer pipelined execution
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Weight streaming execution
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Weight streaming execution
~~~~~~~~~~~~~~~~~~~~~~~~~
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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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maximum 1 argument(s) allowed, 3 supplied.

.. code-block:: bash
                            cd modelzoo/transformers/pytorch/gpt2
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Activate your TensorFlow environment
---------------------------------
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Run Pipelined models on the Cerebras Wafer-Scale Cluster
-------------------------------------------------------
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Run Pipelined models on the Cerebras Wafer-Scale Cluster
-------------------------------------------------------
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Get a local copy of Cerebras Model Zoo
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Activate your TensorFlow environment
---------------------------------
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TensorFlow: Getting Started
========================
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Trainer
~~~~~~~
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Parameters
^^^^^^^^^^
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Example
^^^^^^^
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PyTorch Variable Tensor Shape
-----------------
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PyTorch Variable Tensor Shape
-----------------
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Compile dir – The directory containing the ``cs_<checksum>``
************************************************************
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``performance.json`` file and its parameters
********************************************
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Checkpoints
***********
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Tensorboard event files
***********************
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.. info::
 The Cerebras Model Zoo for the Cerebras Original Installation is available at https://github.com/Cerebras/modelzootree/original_cerebras_installation. A list of supported models can be found `here <https://github.com/Cerebras/modelzoo/tree/original_cerebras_installation#models-in-this-repository>`_.
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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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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/reference-samples/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/release-notes/doc-updates.rst:4: WARNING: duplicate label doc-updates, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/release-notes/doc-updates.rst
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New features and enhancements
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/software-guides/adding-custom-pkgs-to-cbcore-container.rst:4: WARNING: duplicate label adding-custom-pkgs-to-cbcore-container, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/software-guides/adding-custom-pkgs-to-cbcore-container.rst
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tf.layers.AbstractRecomputeWrapper module
==================================
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tf.layers.AddLayer module
==================
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tf.layers.AttentionLayer module
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tf.layers.BaseLayer module
===================
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tf.layers.Conv2DLayer module
=====================
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tf.layers.Conv2DTransposeLayer module
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tf.layers.CrossEntropyFromLogitsLayer module
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tf.layers.DenseLayer module
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tf.layers.DropoutLayer module
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tf.layers.EmbeddingLayer module
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tf.layers.FeedForwardNetwork module
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tf.layers.FeedForwardNetworkV2 module
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tf.layers.Input module
===============
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tf.layers.LayerNormalizationLayer module
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tf.layers.MaxPool2DLayer module
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tf.layers.PoolerLayer module
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tf.layers.PoolerLayerV2 module
=======================
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tf.layers.PositionEmbeddingLayer module
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tf.layers.PrePostProcessWrapper module
===============================
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tf.layers.ReshapeLayer module
======================
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tf.layers.SegmentEmbeddingLayer module
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tf.layers.SharedWeightsDenseLayer module
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tf.layers.SoftmaxLayer module
======================
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tf.layers.SquaredErrorLayer module
===========================
WARNING: autodoc: failed to import module 'utils' from module '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/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/tensorflow-docs/porting-tf-to-cs/cerebrasestimator-interface.rst:4: WARNING: duplicate label interface-cerebras-estimator, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/port/porting-tf-to-cs/cerebrasestimator-interface.rst
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/porting-tf-to-cs/limitations-of-cerebrasestimator.rst:32: WARNING: duplicate label cs-estimator-input-function, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/port/porting-tf-to-cs/limitations-of-cerebrasestimator.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/porting-tf-to-cs/using-cerebrasestimator.rst:4: WARNING: duplicate label using-cerebrasestimator, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/port/porting-tf-to-cs/using-cerebrasestimator.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/porting-tf-to-cs/using-cerebrasestimator.rst:162: WARNING: duplicate label cs-est-config, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/port/porting-tf-to-cs/using-cerebrasestimator.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/porting-tf-to-cs/using-cerebrasestimator.rst:177: WARNING: duplicate label csestimator-csrunconfig, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/port/porting-tf-to-cs/using-cerebrasestimator.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/tf-vsl.rst:31: WARNING: Title underline too short.

PyTorch Variable Tensor Shape
-----------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/tf-vsl.rst:31: WARNING: Title underline too short.

PyTorch Variable Tensor Shape
-----------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/tf-vsl.rst:4: WARNING: duplicate label vts-vsl, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/sparse-input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/cerebras-basics/cerebras-execution-modes.rst:4: WARNING: duplicate label cerebras-execution-modes, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/cerebras-basics/cerebras-execution-modes.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/cerebras-basics/glossary.rst:4: WARNING: duplicate label glossary, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/cerebras-basics/glossary.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/cerebras-basics/how-cerebras-works.rst:4: WARNING: duplicate label network-attached-accelerator, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/cerebras-basics/how-cerebras-works.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/check-execution-mode.rst:4: WARNING: duplicate label check-execution-mode, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/check-execution-mode.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/cs-1-data-formats.rst:102: WARNING: Title underline too short.

Experiments: Automatic Mixed Precision and ``bfloat16``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/cs-1-data-formats.rst:102: WARNING: Title underline too short.

Experiments: Automatic Mixed Precision and ``bfloat16``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/cs-1-data-formats.rst:4: WARNING: duplicate label data-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/cs-1-data-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/cs-1-data-formats.rst:76: WARNING: duplicate label cb16, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/cs-1-data-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/basics-of-tfr-records.rst:4: WARNING: duplicate label basics-of-tfr-records, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/general/dataloader/basics-of-tfr-records.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/index.rst:5: WARNING: Duplicate explicit target name: "t5dynamicdataprocessor".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/index.rst:5: WARNING: Duplicate explicit target name: "gpt-2".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/index.rst:5: WARNING: Duplicate explicit target name: "features dictionary".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/index.rst:5: WARNING: duplicate label dataloader_overview, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/general/dataloader/index.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/pytorch_dataloader.rst:4: WARNING: duplicate label pytorch_dataloader, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/general/dataloader/pytorch_dataloader.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dynamic-loss-scaling.rst:80: CRITICAL: Title level inconsistent:

Trainer
~~~~~~~
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dynamic-loss-scaling.rst:85: CRITICAL: Title level inconsistent:

Parameters
^^^^^^^^^^
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dynamic-loss-scaling.rst:94: CRITICAL: Title level inconsistent:

Example
^^^^^^^
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dynamic-loss-scaling.rst:4: WARNING: duplicate label dynamic-loss-scaling, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/dynamic-loss-scaling.rst
/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:61: 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/wsc/general/multi-replica-data-parallel-training.rst:66: 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/general/multi-replica-data-parallel-training.rst:4: WARNING: duplicate label multi-replica-data-parallel-training, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/multi-replica-data-parallel-training.rst
/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:33: WARNING: duplicate label section-multi-replica, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/multi-replica-data-parallel-training.rst
/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:85: WARNING: duplicate label supported-multi-replica-models, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/multi-replica-data-parallel-training.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/performance-optimization.rst:4: WARNING: duplicate label performance-optimization, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/performance-optimization.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparse-input.rst:31: WARNING: Title underline too short.

PyTorch Variable Tensor Shape
-----------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparse-input.rst:31: WARNING: Title underline too short.

PyTorch Variable Tensor Shape
-----------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparse-input.rst:4: WARNING: duplicate label vts-vsl, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/tf-vsl.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparsity.rst:4: WARNING: Duplicate explicit target name: "here".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparsity.rst:4: WARNING: Duplicate explicit target name: "blog".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparsity.rst:4: WARNING: Duplicate explicit target name: "arxiv".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparsity.rst:4: WARNING: duplicate label sparsity, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/general/sparsity.rst
/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:17: WARNING: Title underline too short.

1. Activate Cerebras virtual environment
-----------------------------------
/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:230: CRITICAL: Title level inconsistent:

Checkpoints
***********
/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:235: CRITICAL: Title level inconsistent:

Tensorboard event files
***********************
/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:4: WARNING: duplicate label cs-appliance, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/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/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/reference-samples/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 job-scheduler, 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/job-scheduler.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:50: WARNING: duplicate label job-tracking, 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/job-scheduler.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:170: WARNING: duplicate label queue-tracking, 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/job-scheduler.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:223: WARNING: duplicate label get-volumes, 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/job-scheduler.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:240: WARNING: duplicate label export-logs, 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/job-scheduler.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 modelzoo, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/reference-samples/modelzoo.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/setup-environment.rst:4: WARNING: duplicate label cs-quickstart, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/getting-started/setup-environment.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/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/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/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/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/common/model_utils/count_lines.py:docstring of common.model_utils.count_lines.count_lines:18: WARNING: Inline literal start-string without end-string.
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/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

WARNING: autodoc: failed to import module 'pytorch_cs_appliance' from module 'common.pytorch'; the following exception was raised:
No module named 'cerebras_appliance'
WARNING: autodoc: failed to import module 'utils' from module 'common.pytorch'; the following exception was raised:
No module named 'jsonschema'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/common/pytorch/layers/AlibiPositionEmbeddingLayer.py:docstring of common.pytorch.layers.AlibiPositionEmbeddingLayer.AlibiPositionEmbeddingLayer:14: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/common/pytorch/layers/AlibiPositionEmbeddingLayer.py:docstring of common.pytorch.layers.AlibiPositionEmbeddingLayer.AlibiPositionEmbeddingLayer:15: 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/common/pytorch/layers/AttentionLayer.py:docstring of common.pytorch.layers.AttentionLayer.MultiheadAttention:48: ERROR: Unexpected indentation.
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 0x7fd09de447a0> 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 0x7fd09de447a0> 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 0x7fd09de447a0> 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/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/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 0x7fd09de447a0> 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/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/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/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/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/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/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/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/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.
WARNING: autodoc: failed to import module 'rouge_score' from module 'common.pytorch.metrics'; the following exception was raised:
No module named 'nltk'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/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/common/pytorch/model_utils/activations.py", line 70, in <module>
    if version.parse(torch.__version__) < version.parse("1.4"):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/packaging/version.py", line 52, in parse
    return Version(version)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/packaging/version.py", line 195, in __init__
    match = self._regex.search(version)
TypeError: expected string or bytes-like object

WARNING: autodoc: failed to import module 'convert_checkpoint' from module 'common.pytorch.model_utils'; the following exception was raised:
No module named 'tabulate'
WARNING: autodoc: failed to import module 'base_converter' from module 'common.pytorch.model_utils.checkpoint_converters'; the following exception was raised:
No module named 'tqdm'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/common/pytorch/summaries/cb_summary.py:docstring of common.pytorch.summaries.cb_summary.CBSummary:6: ERROR: Unexpected indentation.
WARNING: autodoc: failed to import module 'summaries.tensor_summary' from module 'common.pytorch'; the following exception was raised:
No module named 'tensorboard'
WARNING: autodoc: failed to import module 'summaries' from module 'common.pytorch'; the following exception was raised:
No module named 'tensorboard'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/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/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/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/common/tf/run_utils.py:docstring of common.tf.run_utils.get_weight_dict:5: ERROR: Unexpected indentation.
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/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/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/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/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/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/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/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/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/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.
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/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/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/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/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/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/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/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/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/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/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/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/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:80: CRITICAL: Unexpected section title.

Scenarios:
-----------
WARNING: autodoc: failed to import module 'rouge_score' from module 'common.tf.metrics'; the following exception was raised:
No module named 'nltk'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/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/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/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/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/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/common/tf/model_utils/scale_loss_value.py:docstring of common.tf.model_utils.scale_loss_value.scale_loss_value:4: 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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New features and enhancements
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Enable of changing non-linearity
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. code-block:: yaml
   model:
     nonlinearity: "leaky_relu"
     ...
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.. example_troubleshooting::
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.. troubles::
looking for now-outdated files... none found
pickling environment... done
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[rtd-command-info] start-time: 2023-03-27T23:02:35.698169Z, end-time: 2023-03-27T23:03:06.071362Z, duration: 30, exit-code: 0
python -m sphinx -T -E -b readthedocssinglehtmllocalmedia -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/htmlzip
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[autosummary] generating autosummary for: ai_model/content/access_user_node.rst, ai_model/content/ai_model_studio.rst, ai_model/content/extract_results.rst, ai_model/content/monitor_job.rst, ai_model/content/prepare_data.rst, ai_model/content/submit_job.rst, ai_model/index.rst, cerebras-basics/cerebras-execution-modes.rst, cerebras-basics/cerebras-installations.rst, cerebras-basics/cs-ml-workflow.rst, ..., wsc/port/prepare-data/offline-data-tf.rst, wsc/port/run-model/eval_all.rst, wsc/port/run-model/index.rst, wsc/port/run-model/train_and_eval.rst, wsc/release-notes/doc-updates.rst, wsc/release-notes/rel-notes-cumulative.rst, wsc/troubleshooting/autogen.rst, wsc/troubleshooting/example.rst, wsc/troubleshooting/index.rst, wsc/troubleshooting/stack_model_too_large.rst
Failed to import common.pytorch.metrics.rouge_score.
Possible hints:
* AttributeError: module 'common.pytorch.metrics' has no attribute 'rouge_score'
* ModuleNotFoundError: No module named 'nltk'
Failed to import tf.layers.utils.
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* AttributeError: module 'tf.layers' has no attribute 'utils'
* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
Failed to import common.pytorch.model_utils.checkpoint_converters.base_converter.
Possible hints:
* AttributeError: module 'common.pytorch.model_utils.checkpoint_converters' has no attribute 'base_converter'
* ModuleNotFoundError: No module named 'tqdm'
Failed to import common.tf.layers.utils.
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* AttributeError: module 'common.tf.layers' has no attribute 'utils'
* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
Failed to import common.pytorch.loss_utils.
Possible hints:
* AttributeError: module 'common.pytorch' has no attribute 'loss_utils'
* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
Failed to import common.pytorch.pytorch_cs_appliance.
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* AttributeError: module 'common.pytorch' has no attribute 'pytorch_cs_appliance'
* ModuleNotFoundError: No module named 'cerebras_appliance'
Failed to import common.pytorch.utils.
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* ModuleNotFoundError: No module named 'jsonschema'
* AttributeError: module 'common.pytorch' has no attribute 'utils'
Failed to import common.pytorch.model_utils.activations.
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* TypeError: expected string or bytes-like object
* AttributeError: module 'common.pytorch.model_utils' has no attribute 'activations'
Failed to import common.pytorch.model_utils.convert_checkpoint.
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* ModuleNotFoundError: No module named 'tabulate'
* AttributeError: module 'common.pytorch.model_utils' has no attribute 'convert_checkpoint'
Failed to import common.tf.estimator.cs_estimator.
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* AttributeError: module 'common.tf.estimator' has no attribute 'cs_estimator'
* AssertionError: Invalid value for `CSOFT_PACKAGE modelzoo.CSOFT_PACKAGE
Failed to import common.tf.estimator.cs_estimator_spec.
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* AttributeError: module 'common.tf.estimator' has no attribute 'cs_estimator_spec'
* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
Failed to import common.tf.estimator.run_config.
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* AttributeError: module 'common.tf.estimator' has no attribute 'run_config'
* AssertionError: Invalid value for `CSOFT_PACKAGE modelzoo.CSOFT_PACKAGE
Failed to import common.tf.estimator.utils.
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* AttributeError: module 'common.tf.estimator' has no attribute 'utils'
* AssertionError: Invalid value for `CSOFT_PACKAGE`: modelzoo.CSOFT_PACKAGE
Failed to import common.pytorch.summaries.tensor_summary.
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* ModuleNotFoundError: No module named 'tensorboard'
* AttributeError: module 'common.pytorch' has no attribute 'summaries'
Failed to import common.pytorch.summaries.
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* ModuleNotFoundError: No module named 'tensorboard'
* AttributeError: module 'common.pytorch' has no attribute 'summaries'
Failed to import common.tf.metrics.rouge_score.
Possible hints:
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Layer pipelined mapping
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Layer pipelined execution
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Layer pipelined execution
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Differences from layer pipelined model
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Weight streaming execution
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Weight streaming execution
~~~~~~~~~~~~~~~~~~~~~~~~~
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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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maximum 1 argument(s) allowed, 3 supplied.

.. code-block:: bash
                            cd modelzoo/transformers/pytorch/gpt2
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Activate your TensorFlow environment
---------------------------------
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Run Pipelined models on the Cerebras Wafer-Scale Cluster
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Run Pipelined models on the Cerebras Wafer-Scale Cluster
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Get a local copy of Cerebras Model Zoo
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Activate your TensorFlow environment
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TensorFlow: Getting Started
========================
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Trainer
~~~~~~~
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Parameters
^^^^^^^^^^
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Example
^^^^^^^
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PyTorch Variable Tensor Shape
-----------------
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PyTorch Variable Tensor Shape
-----------------
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Compile dir – The directory containing the ``cs_<checksum>``
************************************************************
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``performance.json`` file and its parameters
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Checkpoints
***********
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Tensorboard event files
***********************
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.. info::
 The Cerebras Model Zoo for the Cerebras Original Installation is available at https://github.com/Cerebras/modelzootree/original_cerebras_installation. A list of supported models can be found `here <https://github.com/Cerebras/modelzoo/tree/original_cerebras_installation#models-in-this-repository>`_.
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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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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/reference-samples/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>`_.
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New features and enhancements
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/software-guides/adding-custom-pkgs-to-cbcore-container.rst:4: WARNING: duplicate label adding-custom-pkgs-to-cbcore-container, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/software-guides/adding-custom-pkgs-to-cbcore-container.rst
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tf.layers.AbstractRecomputeWrapper module
==================================
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tf.layers.AddLayer module
==================
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tf.layers.AttentionLayer module
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tf.layers.BaseLayer module
===================
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tf.layers.Conv2DLayer module
=====================
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tf.layers.Conv2DTransposeLayer module
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tf.layers.CrossEntropyFromLogitsLayer module
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tf.layers.DenseLayer module
====================
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tf.layers.DropoutLayer module
======================
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tf.layers.EmbeddingLayer module
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tf.layers.FeedForwardNetwork module
============================
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tf.layers.FeedForwardNetworkV2 module
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tf.layers.Input module
===============
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tf.layers.LayerNormalizationLayer module
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tf.layers.MaxPool2DLayer module
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tf.layers.PoolerLayer module
=====================
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tf.layers.PoolerLayerV2 module
=======================
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tf.layers.PositionEmbeddingLayer module
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tf.layers.PrePostProcessWrapper module
===============================
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tf.layers.ReshapeLayer module
======================
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tf.layers.SegmentEmbeddingLayer module
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tf.layers.SharedWeightsDenseLayer module
=================================
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tf.layers.SoftmaxLayer module
======================
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tf.layers.SquaredErrorLayer module
===========================
WARNING: autodoc: failed to import module 'utils' from module '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/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/tensorflow-docs/porting-tf-to-cs/cerebrasestimator-interface.rst:4: WARNING: duplicate label interface-cerebras-estimator, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/port/porting-tf-to-cs/cerebrasestimator-interface.rst
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/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/porting-tf-to-cs/using-cerebrasestimator.rst:177: WARNING: duplicate label csestimator-csrunconfig, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/port/porting-tf-to-cs/using-cerebrasestimator.rst
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PyTorch Variable Tensor Shape
-----------------
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PyTorch Variable Tensor Shape
-----------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/tf-vsl.rst:4: WARNING: duplicate label vts-vsl, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/sparse-input.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/cerebras-basics/cerebras-execution-modes.rst:4: WARNING: duplicate label cerebras-execution-modes, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/cerebras-basics/cerebras-execution-modes.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/cerebras-basics/glossary.rst:4: WARNING: duplicate label glossary, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/cerebras-basics/glossary.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/cerebras-basics/how-cerebras-works.rst:4: WARNING: duplicate label network-attached-accelerator, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/cerebras-basics/how-cerebras-works.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/check-execution-mode.rst:4: WARNING: duplicate label check-execution-mode, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/check-execution-mode.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/cs-1-data-formats.rst:102: WARNING: Title underline too short.

Experiments: Automatic Mixed Precision and ``bfloat16``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/cs-1-data-formats.rst:102: WARNING: Title underline too short.

Experiments: Automatic Mixed Precision and ``bfloat16``
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/cs-1-data-formats.rst:4: WARNING: duplicate label data-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/cs-1-data-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/cs-1-data-formats.rst:76: WARNING: duplicate label cb16, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/cs-1-data-formats.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/basics-of-tfr-records.rst:4: WARNING: duplicate label basics-of-tfr-records, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/general/dataloader/basics-of-tfr-records.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/index.rst:5: WARNING: Duplicate explicit target name: "t5dynamicdataprocessor".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/index.rst:5: WARNING: Duplicate explicit target name: "gpt-2".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/index.rst:5: WARNING: Duplicate explicit target name: "features dictionary".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/index.rst:5: WARNING: duplicate label dataloader_overview, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/general/dataloader/index.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dataloader/pytorch_dataloader.rst:4: WARNING: duplicate label pytorch_dataloader, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/general/dataloader/pytorch_dataloader.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dynamic-loss-scaling.rst:80: CRITICAL: Title level inconsistent:

Trainer
~~~~~~~
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dynamic-loss-scaling.rst:85: CRITICAL: Title level inconsistent:

Parameters
^^^^^^^^^^
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dynamic-loss-scaling.rst:94: CRITICAL: Title level inconsistent:

Example
^^^^^^^
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/dynamic-loss-scaling.rst:4: WARNING: duplicate label dynamic-loss-scaling, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/dynamic-loss-scaling.rst
/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:61: 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/wsc/general/multi-replica-data-parallel-training.rst:66: 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/general/multi-replica-data-parallel-training.rst:4: WARNING: duplicate label multi-replica-data-parallel-training, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/multi-replica-data-parallel-training.rst
/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:33: WARNING: duplicate label section-multi-replica, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/multi-replica-data-parallel-training.rst
/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:85: WARNING: duplicate label supported-multi-replica-models, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/multi-replica-data-parallel-training.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/performance-optimization.rst:4: WARNING: duplicate label performance-optimization, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/general/performance-optimization.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparse-input.rst:31: WARNING: Title underline too short.

PyTorch Variable Tensor Shape
-----------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparse-input.rst:31: WARNING: Title underline too short.

PyTorch Variable Tensor Shape
-----------------
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparse-input.rst:4: WARNING: duplicate label vts-vsl, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/tensorflow-docs/tf-vsl.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparsity.rst:4: WARNING: Duplicate explicit target name: "here".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparsity.rst:4: WARNING: Duplicate explicit target name: "blog".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparsity.rst:4: WARNING: Duplicate explicit target name: "arxiv".
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/general/sparsity.rst:4: WARNING: duplicate label sparsity, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/general/sparsity.rst
/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:17: WARNING: Title underline too short.

1. Activate Cerebras virtual environment
-----------------------------------
/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:230: CRITICAL: Title level inconsistent:

Checkpoints
***********
/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:235: CRITICAL: Title level inconsistent:

Tensorboard event files
***********************
/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:4: WARNING: duplicate label cs-appliance, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/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/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/reference-samples/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 job-scheduler, 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/job-scheduler.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:50: WARNING: duplicate label job-tracking, 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/job-scheduler.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:170: WARNING: duplicate label queue-tracking, 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/job-scheduler.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:223: WARNING: duplicate label get-volumes, 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/job-scheduler.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:240: WARNING: duplicate label export-logs, 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/job-scheduler.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 modelzoo, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/reference-samples/modelzoo.rst
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/wsc/getting-started/setup-environment.rst:4: WARNING: duplicate label cs-quickstart, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/getting-started/setup-environment.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/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/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/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/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/common/model_utils/count_lines.py:docstring of common.model_utils.count_lines.count_lines:18: WARNING: Inline literal start-string without end-string.
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/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

WARNING: autodoc: failed to import module 'pytorch_cs_appliance' from module 'common.pytorch'; the following exception was raised:
No module named 'cerebras_appliance'
WARNING: autodoc: failed to import module 'utils' from module 'common.pytorch'; the following exception was raised:
No module named 'jsonschema'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/common/pytorch/layers/AlibiPositionEmbeddingLayer.py:docstring of common.pytorch.layers.AlibiPositionEmbeddingLayer.AlibiPositionEmbeddingLayer:14: ERROR: Unexpected indentation.
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/common/pytorch/layers/AlibiPositionEmbeddingLayer.py:docstring of common.pytorch.layers.AlibiPositionEmbeddingLayer.AlibiPositionEmbeddingLayer:15: 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/common/pytorch/layers/AttentionLayer.py:docstring of common.pytorch.layers.AttentionLayer.MultiheadAttention:48: ERROR: Unexpected indentation.
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 0x7f59dd6e47a0> 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 0x7f59dd6e47a0> 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 0x7f59dd6e47a0> 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/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/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 0x7f59dd6e47a0> 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/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/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/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/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/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/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/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/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.
WARNING: autodoc: failed to import module 'rouge_score' from module 'common.pytorch.metrics'; the following exception was raised:
No module named 'nltk'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/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/common/pytorch/model_utils/activations.py", line 70, in <module>
    if version.parse(torch.__version__) < version.parse("1.4"):
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/packaging/version.py", line 52, in parse
    return Version(version)
  File "/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/1.8.0/lib/python3.7/site-packages/packaging/version.py", line 195, in __init__
    match = self._regex.search(version)
TypeError: expected string or bytes-like object

WARNING: autodoc: failed to import module 'convert_checkpoint' from module 'common.pytorch.model_utils'; the following exception was raised:
No module named 'tabulate'
WARNING: autodoc: failed to import module 'base_converter' from module 'common.pytorch.model_utils.checkpoint_converters'; the following exception was raised:
No module named 'tqdm'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/common/pytorch/summaries/cb_summary.py:docstring of common.pytorch.summaries.cb_summary.CBSummary:6: ERROR: Unexpected indentation.
WARNING: autodoc: failed to import module 'summaries.tensor_summary' from module 'common.pytorch'; the following exception was raised:
No module named 'tensorboard'
WARNING: autodoc: failed to import module 'summaries' from module 'common.pytorch'; the following exception was raised:
No module named 'tensorboard'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/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/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/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/common/tf/run_utils.py:docstring of common.tf.run_utils.get_weight_dict:5: ERROR: Unexpected indentation.
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/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/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/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/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/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/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/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/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/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.
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/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/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/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/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/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/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/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/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/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/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/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/common/tf/metrics/fbeta_score.py:docstring of common.tf.metrics.fbeta_score.fbeta_score_metric:80: CRITICAL: Unexpected section title.

Scenarios:
-----------
WARNING: autodoc: failed to import module 'rouge_score' from module 'common.tf.metrics'; the following exception was raised:
No module named 'nltk'
/home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/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/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/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/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/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/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/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/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/index.rst:4: WARNING: duplicate label wsc-port, other instance in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/1.8.0/external/source/original/port/index.rst
/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
""""""""""""""""""""""""""""""""""""""""""""
/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.
/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:883: 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/wsc/port/porting-pytorch-to-cs/adapting-pytorch-to-cs.rst:891: 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/wsc/port/porting-pytorch-to-cs/adapting-pytorch-to-cs.rst:4: WARNING: Duplicate explicit target name: "here".
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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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Enable of changing non-linearity
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. code-block:: yaml
   model:
     nonlinearity: "leaky_relu"
     ...
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.. example_troubleshooting::
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.. troubles::
looking for now-outdated files... none found
pickling environment... done
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