Read the Docs build information Build id: 680293 Project: cerebras-systems-cerebras-systems-developer-documentation Version: latest Commit: 6bcb9b2a271e849e85c59ff104edf35cc1dbebbf Date: 2021-07-20T00:18:51.790822Z State: finished Success: True [rtd-command-info] start-time: 2021-07-20T00:18:53.186115Z, end-time: 2021-07-20T00:18:56.875227Z, 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' (RSA) to the list of known hosts. [rtd-command-info] start-time: 2021-07-20T00:18:57.009221Z, end-time: 2021-07-20T00:18:57.122425Z, duration: 0, exit-code: 0 git checkout --force origin/main Note: checking out 'origin/main'. 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 performing another checkout. If you want to create a new branch to retain commits you create, you may do so (now or later) by using -b with the checkout command again. Example: git checkout -b HEAD is now at 6bcb9b2 Removing book theme pinning to 0.0.39 [rtd-command-info] start-time: 2021-07-20T00:18:57.226663Z, end-time: 2021-07-20T00:18:57.295423Z, duration: 0, exit-code: 0 git clean -d -f -f [rtd-command-info] start-time: 2021-07-20T00:18:57.406917Z, end-time: 2021-07-20T00:18:57.478798Z, duration: 0, exit-code: 0 git rev-parse HEAD 6bcb9b2a271e849e85c59ff104edf35cc1dbebbf [rtd-command-info] start-time: 2021-07-20T00:18:58.448189Z, end-time: 2021-07-20T00:19:02.531503Z, duration: 4, exit-code: 0 python3.7 -mvirtualenv 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/latest/bin/python3.7 Also creating executable in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/bin/python Installing setuptools, pip, wheel... done. [rtd-command-info] start-time: 2021-07-20T00:19:02.673397Z, end-time: 2021-07-20T00:19:03.804649Z, duration: 1, exit-code: 0 python -m pip install --upgrade --no-cache-dir pip setuptools Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (21.1.3) Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (57.4.0) [rtd-command-info] start-time: 2021-07-20T00:19:03.920260Z, end-time: 2021-07-20T00:19:11.928949Z, duration: 8, exit-code: 0 python -m pip install --upgrade --no-cache-dir mock==1.0.1 pillow==5.4.1 alabaster>=0.7,<0.8,!=0.7.5 commonmark==0.8.1 recommonmark==0.5.0 sphinx<2 sphinx-rtd-theme<0.5 readthedocs-sphinx-ext<2.2 Collecting mock==1.0.1 Downloading mock-1.0.1.zip (861 kB) Collecting pillow==5.4.1 Downloading Pillow-5.4.1-cp37-cp37m-manylinux1_x86_64.whl (2.0 MB) Collecting alabaster!=0.7.5,<0.8,>=0.7 Downloading alabaster-0.7.12-py2.py3-none-any.whl (14 kB) Collecting commonmark==0.8.1 Downloading commonmark-0.8.1-py2.py3-none-any.whl (47 kB) Collecting recommonmark==0.5.0 Downloading recommonmark-0.5.0-py2.py3-none-any.whl (9.8 kB) Collecting sphinx<2 Downloading Sphinx-1.8.5-py2.py3-none-any.whl (3.1 MB) Collecting sphinx-rtd-theme<0.5 Downloading sphinx_rtd_theme-0.4.3-py2.py3-none-any.whl (6.4 MB) Collecting readthedocs-sphinx-ext<2.2 Downloading readthedocs_sphinx_ext-2.1.4-py2.py3-none-any.whl (29 kB) Collecting future Downloading future-0.18.2.tar.gz (829 kB) Collecting docutils>=0.11 Downloading docutils-0.17.1-py2.py3-none-any.whl (575 kB) Collecting six>=1.5 Downloading six-1.16.0-py2.py3-none-any.whl (11 kB) Collecting packaging Downloading packaging-21.0-py3-none-any.whl (40 kB) Collecting imagesize Downloading imagesize-1.2.0-py2.py3-none-any.whl (4.8 kB) Collecting sphinxcontrib-websupport Downloading sphinxcontrib_websupport-1.2.4-py2.py3-none-any.whl (39 kB) Collecting snowballstemmer>=1.1 Downloading snowballstemmer-2.1.0-py2.py3-none-any.whl (93 kB) Collecting requests>=2.0.0 Downloading requests-2.26.0-py2.py3-none-any.whl (62 kB) Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx<2) (57.4.0) Collecting Jinja2>=2.3 Downloading Jinja2-3.0.1-py3-none-any.whl (133 kB) Collecting Pygments>=2.0 Downloading Pygments-2.9.0-py3-none-any.whl (1.0 MB) Collecting babel!=2.0,>=1.3 Downloading Babel-2.9.1-py2.py3-none-any.whl (8.8 MB) Collecting pytz>=2015.7 Downloading pytz-2021.1-py2.py3-none-any.whl (510 kB) Collecting MarkupSafe>=2.0 Downloading MarkupSafe-2.0.1-cp37-cp37m-manylinux2010_x86_64.whl (31 kB) Collecting charset-normalizer~=2.0.0 Downloading charset_normalizer-2.0.3-py3-none-any.whl (35 kB) Collecting idna<4,>=2.5 Downloading idna-3.2-py3-none-any.whl (59 kB) Collecting urllib3<1.27,>=1.21.1 Downloading urllib3-1.26.6-py2.py3-none-any.whl (138 kB) Collecting certifi>=2017.4.17 Downloading certifi-2021.5.30-py2.py3-none-any.whl (145 kB) Collecting pyparsing>=2.0.2 Downloading pyparsing-2.4.7-py2.py3-none-any.whl (67 kB) Collecting sphinxcontrib-serializinghtml Downloading sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl (94 kB) Building wheels for collected packages: mock, future Building wheel for mock (setup.py): started Building wheel for mock (setup.py): finished with status 'done' Created wheel for mock: filename=mock-1.0.1-py3-none-any.whl size=23772 sha256=d3993b63a60ee4eee75c481e990787a4b18dd2d62c8d01d2fc247b429b05c981 Stored in directory: /tmp/pip-ephem-wheel-cache-yp3kppeu/wheels/7a/94/b1/0fdc5339a5bd487a5cc15421ec200d9ba3e2aa7190e4a727f1 Building wheel for future (setup.py): started Building wheel for future (setup.py): finished with status 'done' Created wheel for future: filename=future-0.18.2-py3-none-any.whl size=491070 sha256=4a1ec8bdd70efcc121b29f14debc8af8c588094fa50aa28b4880e48d95473968 Stored in directory: /tmp/pip-ephem-wheel-cache-yp3kppeu/wheels/56/b0/fe/4410d17b32f1f0c3cf54cdfb2bc04d7b4b8f4ae377e2229ba0 Successfully built mock future Installing collected packages: urllib3, sphinxcontrib-serializinghtml, pytz, pyparsing, MarkupSafe, idna, charset-normalizer, certifi, sphinxcontrib-websupport, snowballstemmer, six, requests, Pygments, packaging, Jinja2, imagesize, future, docutils, babel, alabaster, sphinx, commonmark, sphinx-rtd-theme, recommonmark, readthedocs-sphinx-ext, pillow, mock Successfully installed Jinja2-3.0.1 MarkupSafe-2.0.1 Pygments-2.9.0 alabaster-0.7.12 babel-2.9.1 certifi-2021.5.30 charset-normalizer-2.0.3 commonmark-0.8.1 docutils-0.17.1 future-0.18.2 idna-3.2 imagesize-1.2.0 mock-1.0.1 packaging-21.0 pillow-5.4.1 pyparsing-2.4.7 pytz-2021.1 readthedocs-sphinx-ext-2.1.4 recommonmark-0.5.0 requests-2.26.0 six-1.16.0 snowballstemmer-2.1.0 sphinx-1.8.5 sphinx-rtd-theme-0.4.3 sphinxcontrib-serializinghtml-1.1.5 sphinxcontrib-websupport-1.2.4 urllib3-1.26.6 [rtd-command-info] start-time: 2021-07-20T00:19:12.096263Z, end-time: 2021-07-20T00:19:16.444294Z, duration: 4, exit-code: 0 python -m pip install --exists-action=w --no-cache-dir -r external/requirements.txt Collecting sphinx_copybutton Downloading sphinx_copybutton-0.4.0-py3-none-any.whl (12 kB) Collecting sphinx_panels Downloading sphinx_panels-0.6.0-py3-none-any.whl (87 kB) Collecting readthedocs-sphinx-search Downloading readthedocs_sphinx_search-0.1.0-py3-none-any.whl (26 kB) Collecting sphinx_book_theme Downloading sphinx_book_theme-0.1.0-py3-none-any.whl (87 kB) Requirement already satisfied: sphinx>=1.8 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx_copybutton->-r external/requirements.txt (line 1)) 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existing installation: docutils 0.17.1 Uninstalling docutils-0.17.1: Successfully uninstalled docutils-0.17.1 Attempting uninstall: sphinx Found existing installation: Sphinx 1.8.5 Uninstalling Sphinx-1.8.5: Successfully uninstalled Sphinx-1.8.5 Successfully installed beautifulsoup4-4.9.3 click-8.0.1 docutils-0.16 importlib-metadata-4.6.1 pydata-sphinx-theme-0.6.3 pyyaml-5.4.1 readthedocs-sphinx-search-0.1.0 soupsieve-2.2.1 sphinx-3.5.4 sphinx-book-theme-0.1.0 sphinx-copybutton-0.4.0 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-3.10.0.0 zipp-3.5.0 [rtd-command-info] start-time: 2021-07-20T00:19:17.079575Z, end-time: 2021-07-20T00:19:17.150491Z, duration: 0, exit-code: 0 git rev-parse HEAD 6bcb9b2a271e849e85c59ff104edf35cc1dbebbf [rtd-command-info] start-time: 2021-07-20T00:19:17.395079Z, end-time: 2021-07-20T00:19:17.462262Z, 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('..')) sys.path.insert(0, os.path.abspath('tf/')) autodoc_mock_imports = ['tensorflow', 'numpy', 'cerebras', 'tensorflow_addons'] # -- Project information ----------------------------------------------------- project = 'Cerebras Developer' copyright = '2021, Cerebras Systems' author = '' html_title = "Software Documentation" 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" ] # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] html_additional_pages = { } # 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. 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 = "sphinx_book_theme" html_theme_path = [] numfig = True panels_add_bootstrap_css = False html_theme_options = { } # 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-for-sphinx-book-theme.css' ] ########################################################################### # 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/master/readthedocs/doc_builder/templates/doc_builder/conf.py.tmpl # # Note: this file should't rely on extra depencies. 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: theme = importlib.import_module('sphinx_rtd_theme') html_theme = 'sphinx_rtd_theme' html_style = None html_theme_options = {} if 'html_theme_path' in globals(): html_theme_path.append(theme.get_html_theme_path()) else: html_theme_path = [theme.get_html_theme_path()] 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': "latest", 'version_slug': "latest", 'MEDIA_URL': "https://media.readthedocs.com/media/", 'STATIC_URL': "https://assets.readthedocs.com/", 'PRODUCTION_DOMAIN': "readthedocs.com", 'versions': [ ], 'downloads': [ ("pdf", "//docs.cerebras.net/_/downloads/en/latest/pdf/"), ("html", "//docs.cerebras.net/_/downloads/en/latest/htmlzip/"), ], 'subprojects': [ ], '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': 'main', 'display_github': True, 'bitbucket_user': 'None', 'bitbucket_repo': 'None', 'bitbucket_version': 'main', 'display_bitbucket': False, 'gitlab_user': 'None', 'gitlab_repo': 'None', 'gitlab_version': 'main', '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': '6bcb9b2a', } # 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/680293/' 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: 2021-07-20T00:19:17.572494Z, end-time: 2021-07-20T00:19:31.584508Z, duration: 14, exit-code: 0 python -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html Running Sphinx v3.5.4 loading translations [en]... done making output directory... done building [mo]: targets for 0 po files that are out of date building [html]: targets for 91 source files that are out of date updating environment: [new config] 91 added, 0 changed, 0 removed reading sources... 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[rtd-command-info] start-time: 2021-07-20T00:19:31.736548Z, end-time: 2021-07-20T00:19:34.210913Z, duration: 2, exit-code: 0 python -m sphinx -T -b readthedocssinglehtmllocalmedia -d _build/doctrees -D language=en . _build/localmedia Running Sphinx v3.5.4 loading translations [en]... done making output directory... done loading pickled environment... done building [mo]: targets for 0 po files that are out of date building [readthedocssinglehtmllocalmedia]: all documents updating environment: 0 added, 0 changed, 0 removed looking for now-outdated files... none found preparing documents... done assembling single document... release-notes/rel-notes-cumulative release-notes/doc-updates quickstart/cs-1-quickstart getting-started/how-it-works getting-started/cs-1-execution-flow tutorials/tut-fc-mnist tutorials/tut-bert tutorials/tut-gpt-2 tutorials/tut-graph-convolutional-network cs-1-tf-user-guide/cs1-workflow cs-1-tf-user-guide/tf-layers/index api-rst/tf api-rst/tf.AbstractRecomputeWrapper api-rst/tf.ActivationLayer api-rst/tf.AddLayer api-rst/tf.AttentionLayer api-rst/tf.BahdanauAttention api-rst/tf.BaseLayer api-rst/tf.BatchNormalizationLayer api-rst/tf.BinaryCrossEntropyFromLogitsLayer api-rst/tf.BlockwiseTopKLayer api-rst/tf.Conv2DLayer api-rst/tf.Conv2DTransposeLayer api-rst/tf.CrossEntropyFromLogitsLayer api-rst/tf.DenseLayer api-rst/tf.DropoutLayer api-rst/tf.EmbeddingLayer api-rst/tf.FeedForwardNetwork api-rst/tf.GeneralizedDiceLossLayer api-rst/tf.GlobalAveragePooling2DLayer api-rst/tf.GraphAttentionLayer api-rst/tf.GraphConvolutionLayer api-rst/tf.GraphIsomorphismLayer api-rst/tf.GraphMessagePassingLayer api-rst/tf.GroupNormalizationLayer api-rst/tf.Input api-rst/tf.InstanceNormalizationLayer api-rst/tf.LSTMCell api-rst/tf.LayerNormalizationLayer api-rst/tf.MaskedRegionWrapper api-rst/tf.MaxPool2DLayer api-rst/tf.NormalizationLayerWrapper api-rst/tf.OnlineNormLayer api-rst/tf.PoolerLayer api-rst/tf.PoolerLayerV2 api-rst/tf.PositionEmbeddingLayer api-rst/tf.PrePostProcessWrapper api-rst/tf.RNNEncoderBlock api-rst/tf.RNNLayer api-rst/tf.RecomputeLayersWrapper api-rst/tf.ReshapeLayer api-rst/tf.ReversibleAdditiveCouplingLayerWrapper api-rst/tf.ReversibleResidualLayerWrapper api-rst/tf.ReversibleWhileLoop api-rst/tf.SegmentEmbeddingLayer api-rst/tf.SharedWeightsDenseLayer api-rst/tf.SoftDiceLossLayer api-rst/tf.SoftmaxLayer api-rst/tf.SquaredErrorLayer api-rst/tf.utils cs-1-tf-user-guide/adapting-to-cs-1/index cs-1-tf-user-guide/adapting-to-cs-1/keras-model-to-cerebrasestimator cs-1-tf-user-guide/adapting-to-cs-1/using-cerebrasestimator cs-1-tf-user-guide/adapting-to-cs-1/cerebrasestimator-interface cs-1-tf-user-guide/adapting-to-cs-1/example-walk-through-cs-estimator cs-1-tf-user-guide/adapting-to-cs-1/limitations-of-cerebrasestimator cs-1-tf-user-guide/preparing-input-pipeline/index cs-1-tf-user-guide/preparing-input-pipeline/multi-worker-input-pipeline cs-1-tf-user-guide/preparing-input-pipeline/sharding-for-cs-1 cs-1-tf-user-guide/preparing-input-pipeline/cerebras-autotune cs-1-tf-user-guide/preparing-input-pipeline/input-function-analyzer cs-1-tf-user-guide/running-a-model/index cs-1-tf-user-guide/running-a-model/input-fn-perf-analyzer cs-1-tf-user-guide/running-a-model/anatomy-of-run-py cs-1-tf-user-guide/running-a-model/precompilation-on-cpu cs-1-tf-user-guide/running-a-model/train-eval-predict cs-1-tf-user-guide/model-support-matrix cs-1-tf-user-guide/early-stopping cs-1-tf-user-guide/multi-model-inference cs-1-tf-user-guide/tuning-tf-for-cs-1/using-tensorboard cs-1-tf-user-guide/tuning-tf-for-cs-1/best-practices-tf general-guides/incremental-compile general-guides/analyzer-optimizer-tools general-guides/cs-1-data-formats general-guides/dynamic-loss-scaling general-guides/compile-report general-guides/troubleshooting/index general-guides/troubleshooting/interpreting-error-messages general-guides/troubleshooting/faqs done writing... done writing additional files... done copying images... 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[rtd-command-info] start-time: 2021-07-20T00:19:34.338210Z, end-time: 2021-07-20T00:19:36.409557Z, duration: 2, exit-code: 0 python -m sphinx -b latex -D language=en -d _build/doctrees . _build/latex Running Sphinx v3.5.4 loading translations [en]... done making output directory... done loading pickled environment... done building [mo]: targets for 0 po files that are out of date building [latex]: all documents updating environment: 0 added, 0 changed, 0 removed looking for now-outdated files... none found processing cerebrasdeveloper.tex... index release-notes/rel-notes-cumulative release-notes/doc-updates quickstart/cs-1-quickstart getting-started/how-it-works getting-started/cs-1-execution-flow tutorials/tut-fc-mnist tutorials/tut-bert tutorials/tut-gpt-2 tutorials/tut-graph-convolutional-network cs-1-tf-user-guide/cs1-workflow cs-1-tf-user-guide/tf-layers/index api-rst/tf api-rst/tf.AbstractRecomputeWrapper api-rst/tf.ActivationLayer api-rst/tf.AddLayer api-rst/tf.AttentionLayer api-rst/tf.BahdanauAttention api-rst/tf.BaseLayer api-rst/tf.BatchNormalizationLayer api-rst/tf.BinaryCrossEntropyFromLogitsLayer api-rst/tf.BlockwiseTopKLayer api-rst/tf.Conv2DLayer api-rst/tf.Conv2DTransposeLayer api-rst/tf.CrossEntropyFromLogitsLayer api-rst/tf.DenseLayer api-rst/tf.DropoutLayer api-rst/tf.EmbeddingLayer api-rst/tf.FeedForwardNetwork api-rst/tf.GeneralizedDiceLossLayer api-rst/tf.GlobalAveragePooling2DLayer api-rst/tf.GraphAttentionLayer api-rst/tf.GraphConvolutionLayer api-rst/tf.GraphIsomorphismLayer api-rst/tf.GraphMessagePassingLayer api-rst/tf.GroupNormalizationLayer api-rst/tf.Input api-rst/tf.InstanceNormalizationLayer api-rst/tf.LSTMCell api-rst/tf.LayerNormalizationLayer api-rst/tf.MaskedRegionWrapper api-rst/tf.MaxPool2DLayer api-rst/tf.NormalizationLayerWrapper api-rst/tf.OnlineNormLayer api-rst/tf.PoolerLayer api-rst/tf.PoolerLayerV2 api-rst/tf.PositionEmbeddingLayer api-rst/tf.PrePostProcessWrapper api-rst/tf.RNNEncoderBlock api-rst/tf.RNNLayer api-rst/tf.RecomputeLayersWrapper api-rst/tf.ReshapeLayer api-rst/tf.ReversibleAdditiveCouplingLayerWrapper api-rst/tf.ReversibleResidualLayerWrapper api-rst/tf.ReversibleWhileLoop api-rst/tf.SegmentEmbeddingLayer api-rst/tf.SharedWeightsDenseLayer api-rst/tf.SoftDiceLossLayer api-rst/tf.SoftmaxLayer api-rst/tf.SquaredErrorLayer api-rst/tf.utils cs-1-tf-user-guide/adapting-to-cs-1/index cs-1-tf-user-guide/adapting-to-cs-1/keras-model-to-cerebrasestimator cs-1-tf-user-guide/adapting-to-cs-1/using-cerebrasestimator cs-1-tf-user-guide/adapting-to-cs-1/cerebrasestimator-interface cs-1-tf-user-guide/adapting-to-cs-1/example-walk-through-cs-estimator cs-1-tf-user-guide/adapting-to-cs-1/limitations-of-cerebrasestimator cs-1-tf-user-guide/preparing-input-pipeline/index cs-1-tf-user-guide/preparing-input-pipeline/multi-worker-input-pipeline cs-1-tf-user-guide/preparing-input-pipeline/sharding-for-cs-1 cs-1-tf-user-guide/preparing-input-pipeline/cerebras-autotune cs-1-tf-user-guide/preparing-input-pipeline/input-function-analyzer cs-1-tf-user-guide/running-a-model/index cs-1-tf-user-guide/running-a-model/input-fn-perf-analyzer cs-1-tf-user-guide/running-a-model/anatomy-of-run-py cs-1-tf-user-guide/running-a-model/precompilation-on-cpu cs-1-tf-user-guide/running-a-model/train-eval-predict cs-1-tf-user-guide/model-support-matrix cs-1-tf-user-guide/early-stopping cs-1-tf-user-guide/multi-model-inference cs-1-tf-user-guide/tuning-tf-for-cs-1/using-tensorboard cs-1-tf-user-guide/tuning-tf-for-cs-1/best-practices-tf general-guides/incremental-compile general-guides/analyzer-optimizer-tools general-guides/cs-1-data-formats general-guides/dynamic-loss-scaling general-guides/compile-report general-guides/troubleshooting/index general-guides/troubleshooting/interpreting-error-messages general-guides/troubleshooting/faqs resolving references... done writing... done copying images... 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Run 'make' in that directory to run these through (pdf)latex (use `make latexpdf' here to do that automatically). WARNING: Missing searchtools: /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/latest/external/source/_build/latex/_static/searchtools.js [rtd-command-info] start-time: 2021-07-20T00:19:38.614256Z, end-time: 2021-07-20T00:19:38.694752Z, duration: 0, exit-code: 0 cat latexmkrc $latex = 'latex ' . $ENV{'LATEXOPTS'} . ' %O %S'; $pdflatex = 'pdflatex ' . $ENV{'LATEXOPTS'} . ' %O %S'; $lualatex = 'lualatex ' . $ENV{'LATEXOPTS'} . ' %O %S'; $xelatex = 'xelatex --no-pdf ' . $ENV{'LATEXOPTS'} . ' %O %S'; $makeindex = 'makeindex -s python.ist %O -o %D %S'; add_cus_dep( "glo", "gls", 0, "makeglo" ); sub makeglo { return system( "makeindex -s gglo.ist -o '$_[0].gls' '$_[0].glo'" ); } [rtd-command-info] start-time: 2021-07-20T00:19:38.796862Z, end-time: 2021-07-20T00:19:49.412220Z, duration: 10, exit-code: 0 latexmk -r latexmkrc -pdf -f -dvi- -ps- -jobname=cerebras-systems-cerebras-systems-developer-documentation -interaction=nonstopmode Use of uninitialized value $ENV{"LATEXOPTS"} in concatenation (.) or string at (eval 10) line 1, chunk 1. Use of uninitialized value $ENV{"LATEXOPTS"} in concatenation (.) or string at (eval 10) line 2, chunk 1. Use of uninitialized value $ENV{"LATEXOPTS"} in concatenation (.) or string at (eval 10) line 3, chunk 1. Use of uninitialized value $ENV{"LATEXOPTS"} in concatenation (.) or string at (eval 10) line 4, chunk 1. Subroutine makeglo redefined at (eval 11) line 7, chunk 1. 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Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} [11] [12] Chapter 4. LaTeX Warning: Hyper reference `getting-started/how-it-works:cs1-support-cluste r' on page 13 undefined on input line 909. [13 <./cs1-input-data-compiler-model.png>] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/train-eval-p redict:train-eval-predict' on page 14 undefined on input line 1000. [14] [15 <./cs-1-gpu-multi-worker.png>] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/train-eval-p redict:train-eval-predict' on page 16 undefined on input line 1097. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/train-eval-p redict:train-eval-predict' on page 16 undefined on input line 1100. LaTeX Warning: Hyper reference `getting-started/cs-1-execution-flow:cs-1-execut ion-flow' on page 16 undefined on input line 1107. [16] Chapter 5. LaTeX Warning: Hyper reference `getting-started/how-it-works:how-it-works' on p age 17 undefined on input line 1117. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/train-eval-p redict:cs-run' on page 17 undefined on input line 1178. [17] [18 <./cs1-exec-train-only.png>] LaTeX Warning: Hyper reference `tutorials/tut-fc-mnist:tut-fc-mnist' on page 19 undefined on input line 1247. [19 <./cs1-exec-inference.png>] [20] Chapter 6. [21] [22] Chapter 7. [23] [24] Chapter 8. [25] [26] Chapter 9. [27] [28] Chapter 10. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/index:adapt ing-to-cs-1' on page 29 undefined on input line 1421. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/preparing-input-pipeline/ind ex:preparing-input-pipeline' on page 29 undefined on input line 1429. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/precompilati on-on-cpu:precompilation-on-cpu' on page 29 undefined on input line 1457. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:anatomy-of-run-py' on page 29 undefined on input line 1463. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:anatomy-of-run-py' on page 29 undefined on input line 1463. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/precompilati on-on-cpu:hw-requirements-compile-only' on page 29 undefined on input line 1470 . LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/input-fn-per f-analyzer:input-fn-perf-analyzer' on page 29 undefined on input line 1480. [29] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/train-eval-p redict:train-eval-predict' on page 30 undefined on input line 1487. [30] Chapter 11. [31] Underfull \hbox (badness 10000) in paragraph at lines 1665--1668 []\T1/ptm/m/n/10 Also sup-ports \T1/pcr/m/n/10 activation="GeLU"\T1/ptm/m/n/10 , which is cur-rently miss-ing in \T1/pcr/m/n/10 keras.layers. [32] [33] [34] [35] Overfull \hbox (42.98474pt too wide) in paragraph at lines 2181--2181 []\T1/ptm/m/it/10 *args: Overfull \hbox (35.29494pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (59.0946pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (38.79494pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [36] [37] [38] Underfull \hbox (badness 10000) in paragraph at lines 2603--2603 \T1/ptm/m/it/10 **kwargs: [39] [40] [41] Underfull \hbox (badness 10000) in paragraph at lines 3024--3024 \T1/ptm/m/it/10 **kwargs: [42] Underfull \hbox (badness 10000) in paragraph at lines 3181--3185 []\T1/ptm/m/n/10 Graph At-ten-tion layer out-put of shape \T1/pcr/m/n/10 [batch _size, num_nodes, [43] [44] Underfull \hbox (badness 10000) in paragraph at lines 3327--3331 []\T1/ptm/m/n/10 Graph con-vo-lu-tion layer of the shape \T1/pcr/m/n/10 [batch_ size, num_nodes, Underfull \hbox (badness 10000) in paragraph at lines 3458--3461 []\T1/ptm/m/n/10 Graph Con-vo-lu-tion layer out-put of shape \T1/pcr/m/n/10 [ba tch_size, num_nodes, [45] Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 []\T1/ptm/m/it/10 *args: Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 \T1/ptm/m/it/10 **kwargs: Underfull \hbox (badness 7415) in paragraph at lines 3508--3511 []\T1/pcr/b/n/10 bias_initializer \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 str\T1/ptm/m/ n/10 ) ^^U Ker-nel bias ini-tial-izer to use. De-faults to Underfull \hbox (badness 10000) in paragraph at lines 3566--3570 []\T1/ptm/m/n/10 Graph Con-vo-lu-tion layer out-put of shape \T1/pcr/m/n/10 [ba tch_size, num_nodes, [46] Underfull \hbox (badness 5696) in paragraph at lines 3652--3658 \T1/pcr/m/n/10 num_nodes, in_dim]\T1/ptm/m/n/10 , a sparse ad-ja-cency ma-trix of shape \T1/pcr/m/n/10 [batch_size, Underfull \hbox (badness 10000) in paragraph at lines 3659--3663 []\T1/ptm/m/n/10 GIN Con-vo-lu-tion out-put of shape \T1/pcr/m/n/10 [batch_size , num_nodes, [47] Underfull \hbox (badness 5274) in paragraph at lines 3827--3830 []\T1/pcr/b/n/10 E \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 Tensor\T1/ptm/m/n/10 ) ^^U O p-tional edge fea-ture ma-trix of the shape \T1/pcr/m/n/10 [batch_size, [48] [49] Underfull \hbox (badness 10000) in paragraph at lines 3979--3979 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , [50] LaTeX Warning: Hyper reference `api-rst/tf.MaskedRegionWrapper:tf.MaskedRegionW rapper.AbstractInterleaveDeinterleaveLayer' on page 51 undefined on input line 4160. Underfull \hbox (badness 10000) in paragraph at lines 4159--4162 \T1/ptm/m/n/10 Bases: \T1/pcr/m/n/10 cerebras.models.common.layers.tf.AbstractR ecomputeWrapper.\T1/ptm/m/n/10 , \T1/pcr/m/sl/10 tf. LaTeX Warning: Hyper reference `api-rst/tf.MaskedRegionWrapper:tf.MaskedRegionW rapper.AbstractInterleaveDeinterleaveLayer' on page 51 undefined on input line 4175. Underfull \hbox (badness 10000) in paragraph at lines 4174--4177 \T1/ptm/m/n/10 Bases: \T1/pcr/m/n/10 cerebras.models.common.layers.tf.AbstractR ecomputeWrapper.\T1/ptm/m/n/10 , \T1/pcr/m/sl/10 tf. Underfull \hbox (badness 10000) in paragraph at lines 4188--4188 []\T1/ptm/m/it/10 unmasked_block\T1/ptm/m/n/10 , [51] Underfull \hbox (badness 10000) in paragraph at lines 4293--4300 \T1/ptm/m/n/10 shape: \T1/pcr/m/n/10 (batch_size, pooled_rows, pooled_cols, cha nnels) \T1/ptm/m/n/10 if Overfull \hbox (1.52411pt too wide) in paragraph at lines 4318--4318 []\T1/ptm/m/it/10 normalization_type\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 nor-mal-iza- Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 tion_kwargs\T1/ptm/m/n/10 , \T1/ptm/m/it/10 dis- Overfull \hbox (30.30388pt too wide) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 able_normalization=False\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 bound- Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 ary_casting=False\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 tf_summary=False\T1/ptm/m/n/10 , [52] [53] [54] Underfull \hbox (badness 10000) in paragraph at lines 4748--4748 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , \T1/ptm/m/it/10 **kwargs: [55] Underfull \hbox (badness 10000) in paragraph at lines 4820--4823 []\T1/pcr/b/n/10 inputs \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 Tensor\T1/ptm/m/n/10 ) ^^U In-put of the size \T1/pcr/m/n/10 [batch_size, seq_len, Underfull \hbox (badness 10000) in paragraph at lines 4845--4845 \T1/ptm/m/it/10 post_process_config=[]\T1/ptm/m/n/10 , [56] Underfull \hbox (badness 10000) in paragraph at lines 4915--4919 []\T1/pcr/b/n/10 enable_layer_norm_before_dropout \T1/ptm/m/n/10 (\T1/pcr/m/sl/ 10 bool\T1/ptm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4921--4925 []\T1/pcr/b/n/10 enable_layer_norm_after_dropout \T1/ptm/m/n/10 (\T1/pcr/m/sl/1 0 bool\T1/ptm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4992--4995 []\T1/pcr/b/n/10 cell \T1/ptm/m/n/10 ^^U A \T1/pcr/m/n/10 tf.keras \T1/ptm/m/n/ 10 in-stan-ti-ated cell. Cur-rently sup-ports \T1/pcr/m/n/10 LSTMCell\T1/ptm/m/ n/10 , [57] Underfull \hbox (badness 10000) in paragraph at lines 5064--5064 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , \T1/ptm/m/it/10 **kwargs: [58] Overfull \hbox (102.98474pt too wide) in paragraph at lines 5187--5187 []\T1/ptm/m/it/10 *args: Overfull \hbox (95.29494pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (119.0946pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (98.79494pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [59] Overfull \hbox (6.98474pt too wide) in paragraph at lines 5245--5245 []\T1/ptm/m/it/10 *args: Underfull \hbox (badness 10000) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (23.0946pt too wide) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (2.79494pt too wide) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [60] [61] [62] [63] [64] Chapter 12. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/cerebrasest imator-interface:interface-cerebras-estimator' on page 65 undefined on input li ne 5831. [65] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/cerebrasest imator-interface:interface-cerebras-estimator' on page 66 undefined on input li ne 5912. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:anatomy-of-run-py' on page 66 undefined on input line 5919. [66] Underfull \hbox (badness 7397) in paragraph at lines 5985--5987 []\T1/ptm/m/n/10 The \T1/pcr/m/n/10 est.train (input_fn, steps=100000) \T1/ptm/ m/n/10 (line 37) is a \T1/pcr/m/n/10 train \T1/ptm/m/n/10 method call to the [67] [68] [69] LaTeX Warning: Hyper reference `getting-started/how-it-works:cerebrasestimator- how-it-works' on page 70 undefined on input line 6163. [70] [71] [72] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/limitations -of-cerebrasestimator:cs-estimator-input-function' on page 73 undefined on inpu t line 6350. [73] [74] [75] [76] Underfull \hbox (badness 10000) in paragraph at lines 6588--6590 []\T1/pcr/m/n/10 [Unsupported TensorFlow] Detected unsupported eval_metric_ops in CS-1 Underfull \hbox (badness 10000) in paragraph at lines 6615--6617 []\T1/pcr/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, [77] Underfull \hbox (badness 10000) in paragraph at lines 6672--6674 []\T1/pcr/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, Underfull \hbox (badness 10000) in paragraph at lines 6682--6684 []\T1/pcr/m/n/10 [Unsupported TensorFlow] Inconsistent batch sizes detected. 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[84] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/preparing-input-pipeline/mul ti-worker-input-pipeline:multi-worker-input-pipeline' on page 85 undefined on i nput line 7081. [85] [86] [87 <./sharding-cs-1-example.png>] [88] Underfull \hbox (badness 6842) in paragraph at lines 7449--7449 []\T1/phv/m/n/10 Rec-om-mended Cere- Underfull \hbox (badness 10000) in paragraph at lines 7449--7449 []\T1/pcr/m/n/10 split_utils.py \T1/ptm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 7449--7449 []\T1/ptm/m/n/10 Text (com-pressed files with [89] LaTeX Warning: Hyper reference `general-guides/analyzer-optimizer-tools:analyze r-optimizer-tools' on page 90 undefined on input line 7501. [90] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/preparing-input-pipeline/cer ebras-autotune:cerebras-autotune' on page 91 undefined on input line 7548. 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[99] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/using-cereb rasestimator:using-cerebrasestimator' on page 100 undefined on input line 8081. [100] [101 <./run-py-cerebrasestimator-cgc.jpg>] [102] [103] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [104] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [105] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [106] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [107] [108] [109 <./cs-cpu-compile.png>] [110] [111] [112] [113 <./cs-run.png>] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/input-fn-per f-analyzer:input-fn-perf-analyzer' on page 114 undefined on input line 8848. [114] Underfull \vbox (badness 3449) detected at line 8991 [115] Underfull \vbox (badness 10000) detected at line 8991 Overfull \vbox (2.68169pt too high) detected at line 8991 [116] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/input-fn-per f-analyzer:input-fn-perf-analyzer' on page 117 undefined on input line 9014. [117] LaTeX Warning: Hyper reference `getting-started/cs-1-execution-flow:cs-1-traini ng-eval-exec-flow' on page 118 undefined on input line 9053. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/using-cereb rasestimator:cs-est-config' on page 118 undefined on input line 9067. [118] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:args-run-py' on page 119 undefined on input line 9128. LaTeX Warning: Hyper reference `getting-started/cs-1-execution-flow:cs-1-traini ng-eval-exec-flow' on page 119 undefined on input line 9150. [119] [120] Chapter 15. LaTeX Warning: Hyper reference `quickstart/cs-1-quickstart:mz-permission' on pa ge 121 undefined on input line 9220. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:anatomy-of-run-py' on page 121 undefined on input line 9224. [121] [122] Chapter 16. [123] [124] Chapter 17. [125 <./multi-model-inference.png>] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/train-eval-p redict:train-eval-predict' on page 126 undefined on input line 9398. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/multi-model-inference:exampl e-run-mm' on page 126 undefined on input line 9409. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/multi-model-inference:fig-mu lti-model-inference' on page 126 undefined on input line 9429. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/multi-model-inference:fig-mu lti-model-inference' on page 126 undefined on input line 9448. 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LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/input-fn-per f-analyzer:input-fn-perf-analyzer' on page 138 undefined on input line 9967. [138] Chapter 22. [139 <./cbfloat16-format.jpg>] [140] LaTeX Warning: Hyper reference `general-guides/dynamic-loss-scaling:dynamic-los s-scaling' on page 141 undefined on input line 10168. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/example-wal k-through-cs-estimator:walkthrough-mixed-precision' on page 141 undefined on in put line 10171. [141] [142] Chapter 23. LaTeX Warning: Hyper reference `general-guides/cs-1-data-formats:data-formats' on page 143 undefined on input line 10208. [143] [144] Chapter 24. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/precompilati on-on-cpu:precompilation-on-cpu' on page 145 undefined on input line 10290. LaTeX Warning: Hyper reference `general-guides/analyzer-optimizer-tools:analyze r-optimizer-tools' on page 145 undefined on input line 10319. 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(./cerebras-systems-cerebras-systems-developer-documentation.aux) Package rerunfilecheck Warning: File `cerebras-systems-cerebras-systems-develop er-documentation.out' has changed. (rerunfilecheck) Rerun to get outlines right (rerunfilecheck) or use package `bookmark'. LaTeX Warning: There were undefined references. LaTeX Warning: Label(s) may have changed. Rerun to get cross-references right. ) (see the transcript file for additional information){/usr/share/texlive/texmf-d ist/fonts/enc/dvips/base/8r.enc}< /usr/share/texlive/texmf-dist/fonts/type1/urw/courier/ucrr8a.pfb>< /usr/share/texlive/texmf-dist/fonts/type1/urw/times/utmri8a.pfb> Output written on cerebras-systems-cerebras-systems-developer-documentation.pdf (157 pages, 2346339 bytes). Transcript written on cerebras-systems-cerebras-systems-developer-documentation .log. Latexmk: Index file 'cerebras-systems-cerebras-systems-developer-documentation.id' written ==> but it has an extension I do not know how to handle <== Latexmk: Index file 'cerebras-systems-cerebras-systems-developer-documentation.idx' was written Latexmk: Missing input file: 'cerebras-systems-cerebras-systems-developer-documentation.ind' from line 'No file cerebras-systems-cerebras-systems-developer-documentation.ind.' Latexmk: References changed. Latexmk: References changed. Latexmk: Log file says output to 'cerebras-systems-cerebras-systems-developer-documentation.pdf' Latexmk: List of undefined refs and citations: Reference `api-rst/tf.AbstractRecomputeWrapper:module-tf.AbstractRecomputeWrapper' on page 153 undefined on input line 10556 Reference `api-rst/tf.ActivationLayer:module-tf.ActivationLayer' on page 153 undefined on input line 10557 Reference `api-rst/tf.AddLayer:module-tf.AddLayer' on page 153 undefined on input line 10558 Reference `api-rst/tf.AttentionLayer:module-tf.AttentionLayer' on page 153 undefined on input line 10559 Reference `api-rst/tf.BahdanauAttention:module-tf.BahdanauAttention' on page 153 undefined on input line 10560 Reference `api-rst/tf.BaseLayer:module-tf.BaseLayer' on page 153 undefined on input line 10561 Reference `api-rst/tf.BatchNormalizationLayer:module-tf.BatchNormalizationLayer' on page 153 undefined on input line 10562 Reference `api-rst/tf.BinaryCrossEntropyFromLogitsLayer:module-tf.BinaryCrossEntropyFromLogitsLayer' on page 153 undefined on input line 10563 Reference `api-rst/tf.BlockwiseTopKLayer:module-tf.BlockwiseTopKLayer' on page 153 undefined on input line 10564 Reference `api-rst/tf.Conv2DLayer:module-tf.Conv2DLayer' on page 153 undefined on input line 10565 Reference `api-rst/tf.Conv2DTransposeLayer:module-tf.Conv2DTransposeLayer' on page 153 undefined on input line 10566 Reference `api-rst/tf.CrossEntropyFromLogitsLayer:module-tf.CrossEntropyFromLogitsLayer' on page 153 undefined on input line 10567 Reference `api-rst/tf.DenseLayer:module-tf.DenseLayer' on page 153 undefined on input line 10568 Reference `api-rst/tf.DropoutLayer:module-tf.DropoutLayer' on page 153 undefined on input line 10569 Reference `api-rst/tf.EmbeddingLayer:module-tf.EmbeddingLayer' on page 153 undefined on input line 10570 Reference `api-rst/tf.FeedForwardNetwork:module-tf.FeedForwardNetwork' on page 153 undefined on input line 10571 Reference `api-rst/tf.GeneralizedDiceLossLayer:module-tf.GeneralizedDiceLossLayer' on page 153 undefined on input line 10572 Reference `api-rst/tf.GlobalAveragePooling2DLayer:module-tf.GlobalAveragePooling2DLayer' on page 153 undefined on input line 10573 Reference `api-rst/tf.GraphAttentionLayer:module-tf.GraphAttentionLayer' on page 153 undefined on input line 10574 Reference `api-rst/tf.GraphConvolutionLayer:module-tf.GraphConvolutionLayer' on page 153 undefined on input line 10575 Reference `api-rst/tf.GraphIsomorphismLayer:module-tf.GraphIsomorphismLayer' on page 153 undefined on input line 10576 Reference `api-rst/tf.GraphMessagePassingLayer:module-tf.GraphMessagePassingLayer' on page 153 undefined on input line 10577 Reference `api-rst/tf.GroupNormalizationLayer:module-tf.GroupNormalizationLayer' on page 153 undefined on input line 10578 Reference `api-rst/tf.Input:module-tf.Input' on page 153 undefined on input line 10579 Reference `api-rst/tf.InstanceNormalizationLayer:module-tf.InstanceNormalizationLayer' on page 153 undefined on input line 10580 Reference `api-rst/tf.LSTMCell:module-tf.LSTMCell' on page 153 undefined on input line 10582 Reference `api-rst/tf.LayerNormalizationLayer:module-tf.LayerNormalizationLayer' on page 153 undefined on input line 10581 Reference `api-rst/tf.MaskedRegionWrapper:module-tf.MaskedRegionWrapper' on page 153 undefined on input line 10583 Reference `api-rst/tf.MaxPool2DLayer:module-tf.MaxPool2DLayer' on page 153 undefined on input line 10584 Reference `api-rst/tf.NormalizationLayerWrapper:module-tf.NormalizationLayerWrapper' on page 153 undefined on input line 10585 Reference `api-rst/tf.OnlineNormLayer:module-tf.OnlineNormLayer' on page 153 undefined on input line 10586 Reference `api-rst/tf.PoolerLayer:module-tf.PoolerLayer' on page 153 undefined on input line 10587 Reference `api-rst/tf.PoolerLayerV2:module-tf.PoolerLayerV2' on page 153 undefined on input line 10588 Reference `api-rst/tf.PositionEmbeddingLayer:module-tf.PositionEmbeddingLayer' on page 153 undefined on input line 10589 Reference `api-rst/tf.PrePostProcessWrapper:module-tf.PrePostProcessWrapper' on page 153 undefined on input line 10590 Reference `api-rst/tf.RNNEncoderBlock:module-tf.RNNEncoderBlock' on page 153 undefined on input line 10596 Reference `api-rst/tf.RNNLayer:module-tf.RNNLayer' on page 153 undefined on input line 10597 Reference `api-rst/tf.RecomputeLayersWrapper:module-tf.RecomputeLayersWrapper' on page 153 undefined on input line 10591 Reference `api-rst/tf.ReshapeLayer:module-tf.ReshapeLayer' on page 153 undefined on input line 10592 Reference `api-rst/tf.ReversibleAdditiveCouplingLayerWrapper:module-tf.ReversibleAdditiveCouplingLayerWrapper' on page 153 undefined on input line 10593 Reference `api-rst/tf.ReversibleResidualLayerWrapper:module-tf.ReversibleResidualLayerWrapper' on page 153 undefined on input line 10594 Reference `api-rst/tf.ReversibleWhileLoop:module-tf.ReversibleWhileLoop' on page 153 undefined on input line 10595 Reference `api-rst/tf.SegmentEmbeddingLayer:module-tf.SegmentEmbeddingLayer' on page 153 undefined on input line 10598 Reference `api-rst/tf.SharedWeightsDenseLayer:module-tf.SharedWeightsDenseLayer' on page 153 undefined on input line 10599 Reference `api-rst/tf.SoftDiceLossLayer:module-tf.SoftDiceLossLayer' on page 153 undefined on input line 10600 Reference `api-rst/tf.SoftmaxLayer:module-tf.SoftmaxLayer' on page 153 undefined on input line 10601 Reference `api-rst/tf.SquaredErrorLayer:module-tf.SquaredErrorLayer' on page 153 undefined on input line 10602 Reference `api-rst/tf.utils:module-tf.utils' on page 153 undefined on input line 10603 Latexmk: Summary of warnings: Latex failed to resolve 49 reference(s) Rule 'makeindex cerebras-systems-cerebras-systems-developer-documentation.idx': File changes, etc: Non-existent destination files: 'cerebras-systems-cerebras-systems-developer-documentation.ind' ------------ Run number 1 of rule 'makeindex cerebras-systems-cerebras-systems-developer-documentation.idx' ------------ ------------ Running 'makeindex -s python.ist -o "cerebras-systems-cerebras-systems-developer-documentation.ind" "cerebras-systems-cerebras-systems-developer-documentation.idx"' ------------ Latexmk: applying rule 'makeindex cerebras-systems-cerebras-systems-developer-documentation.idx'... This is makeindex, version 2.15 [TeX Live 2017] (kpathsea + Thai support). Scanning style file ./python.ist.......done (7 attributes redefined, 0 ignored). Scanning input file cerebras-systems-cerebras-systems-developer-documentation.idx....done (243 entries accepted, 0 rejected). Sorting entries.....done (2044 comparisons). Generating output file cerebras-systems-cerebras-systems-developer-documentation.ind....done (436 lines written, 0 warnings). Output written in cerebras-systems-cerebras-systems-developer-documentation.ind. Transcript written in cerebras-systems-cerebras-systems-developer-documentation.ilg. Rule 'pdflatex': File changes, etc: Changed files, or newly in use since previous run(s): 'cerebras-systems-cerebras-systems-developer-documentation.aux' 'cerebras-systems-cerebras-systems-developer-documentation.ind' ------------ Run number 2 of rule 'pdflatex' ------------ ------------ Running 'pdflatex -interaction=nonstopmode -recorder --jobname="cerebras-systems-cerebras-systems-developer-documentation" "cerebrasdeveloper.tex"' ------------ Latexmk: applying rule 'pdflatex'... This is pdfTeX, Version 3.14159265-2.6-1.40.18 (TeX Live 2017/Debian) (preloaded format=pdflatex) restricted \write18 enabled. entering extended mode (./cerebrasdeveloper.tex LaTeX2e <2017-04-15> Babel <3.18> and hyphenation patterns for 84 language(s) loaded. 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Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} [11] [12] Chapter 4. [13 <./cs1-input-data-compiler-model.png>] [14] [15 <./cs-1-gpu-multi-worker.pn g>] [16] Chapter 5. [17] [18 <./cs1-exec-train-only.png>] [19 <./cs1-exec-inference.png>] [20] Chapter 6. [21] [22] Chapter 7. [23] [24] Chapter 8. [25] [26] Chapter 9. [27] [28] Chapter 10. [29] [30] Chapter 11. [31] Underfull \hbox (badness 10000) in paragraph at lines 1665--1668 []\T1/ptm/m/n/10 Also sup-ports \T1/pcr/m/n/10 activation="GeLU"\T1/ptm/m/n/10 , which is cur-rently miss-ing in \T1/pcr/m/n/10 keras.layers. [32] [33] [34] [35] Overfull \hbox (42.98474pt too wide) in paragraph at lines 2181--2181 []\T1/ptm/m/it/10 *args: Overfull \hbox (35.29494pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (59.0946pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (38.79494pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [36] [37] [38] Underfull \hbox (badness 10000) in paragraph at lines 2603--2603 \T1/ptm/m/it/10 **kwargs: [39] [40] [41] Underfull \hbox (badness 10000) in paragraph at lines 3024--3024 \T1/ptm/m/it/10 **kwargs: [42] Underfull \hbox (badness 10000) in paragraph at lines 3181--3185 []\T1/ptm/m/n/10 Graph At-ten-tion layer out-put of shape \T1/pcr/m/n/10 [batch _size, num_nodes, [43] [44] Underfull \hbox (badness 10000) in paragraph at lines 3327--3331 []\T1/ptm/m/n/10 Graph con-vo-lu-tion layer of the shape \T1/pcr/m/n/10 [batch_ size, num_nodes, Underfull \hbox (badness 10000) in paragraph at lines 3458--3461 []\T1/ptm/m/n/10 Graph Con-vo-lu-tion layer out-put of shape \T1/pcr/m/n/10 [ba tch_size, num_nodes, [45] Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 []\T1/ptm/m/it/10 *args: Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 \T1/ptm/m/it/10 **kwargs: Underfull \hbox (badness 7415) in paragraph at lines 3508--3511 []\T1/pcr/b/n/10 bias_initializer \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 str\T1/ptm/m/ n/10 ) ^^U Ker-nel bias ini-tial-izer to use. De-faults to Underfull \hbox (badness 10000) in paragraph at lines 3566--3570 []\T1/ptm/m/n/10 Graph Con-vo-lu-tion layer out-put of shape \T1/pcr/m/n/10 [ba tch_size, num_nodes, [46] Underfull \hbox (badness 5696) in paragraph at lines 3652--3658 \T1/pcr/m/n/10 num_nodes, in_dim]\T1/ptm/m/n/10 , a sparse ad-ja-cency ma-trix of shape \T1/pcr/m/n/10 [batch_size, Underfull \hbox (badness 10000) in paragraph at lines 3659--3663 []\T1/ptm/m/n/10 GIN Con-vo-lu-tion out-put of shape \T1/pcr/m/n/10 [batch_size , num_nodes, [47] Underfull \hbox (badness 5274) in paragraph at lines 3827--3830 []\T1/pcr/b/n/10 E \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 Tensor\T1/ptm/m/n/10 ) ^^U O p-tional edge fea-ture ma-trix of the shape \T1/pcr/m/n/10 [batch_size, [48] [49] Underfull \hbox (badness 10000) in paragraph at lines 3979--3979 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , [50] Underfull \hbox (badness 10000) in paragraph at lines 4159--4162 \T1/ptm/m/n/10 Bases: \T1/pcr/m/n/10 cerebras.models.common.layers.tf.AbstractR ecomputeWrapper.\T1/ptm/m/n/10 , [][]\T1/pcr/m/sl/10 tf. Underfull \hbox (badness 10000) in paragraph at lines 4174--4177 \T1/ptm/m/n/10 Bases: \T1/pcr/m/n/10 cerebras.models.common.layers.tf.AbstractR ecomputeWrapper.\T1/ptm/m/n/10 , [][]\T1/pcr/m/sl/10 tf. Underfull \hbox (badness 10000) in paragraph at lines 4188--4188 []\T1/ptm/m/it/10 unmasked_block\T1/ptm/m/n/10 , [51] Underfull \hbox (badness 10000) in paragraph at lines 4293--4300 \T1/ptm/m/n/10 shape: \T1/pcr/m/n/10 (batch_size, pooled_rows, pooled_cols, cha nnels) \T1/ptm/m/n/10 if Overfull \hbox (1.52411pt too wide) in paragraph at lines 4318--4318 []\T1/ptm/m/it/10 normalization_type\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 nor-mal-iza- Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 tion_kwargs\T1/ptm/m/n/10 , \T1/ptm/m/it/10 dis- Overfull \hbox (30.30388pt too wide) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 able_normalization=False\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 bound- Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 ary_casting=False\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 tf_summary=False\T1/ptm/m/n/10 , [52] [53] [54] Underfull \hbox (badness 10000) in paragraph at lines 4748--4748 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , \T1/ptm/m/it/10 **kwargs: [55] Underfull \hbox (badness 10000) in paragraph at lines 4820--4823 []\T1/pcr/b/n/10 inputs \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 Tensor\T1/ptm/m/n/10 ) ^^U In-put of the size \T1/pcr/m/n/10 [batch_size, seq_len, Underfull \hbox (badness 10000) in paragraph at lines 4845--4845 \T1/ptm/m/it/10 post_process_config=[]\T1/ptm/m/n/10 , [56] Underfull \hbox (badness 10000) in paragraph at lines 4915--4919 []\T1/pcr/b/n/10 enable_layer_norm_before_dropout \T1/ptm/m/n/10 (\T1/pcr/m/sl/ 10 bool\T1/ptm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4921--4925 []\T1/pcr/b/n/10 enable_layer_norm_after_dropout \T1/ptm/m/n/10 (\T1/pcr/m/sl/1 0 bool\T1/ptm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4992--4995 []\T1/pcr/b/n/10 cell \T1/ptm/m/n/10 ^^U A \T1/pcr/m/n/10 tf.keras \T1/ptm/m/n/ 10 in-stan-ti-ated cell. Cur-rently sup-ports \T1/pcr/m/n/10 LSTMCell\T1/ptm/m/ n/10 , [57] Underfull \hbox (badness 10000) in paragraph at lines 5064--5064 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , \T1/ptm/m/it/10 **kwargs: [58] Overfull \hbox (102.98474pt too wide) in paragraph at lines 5187--5187 []\T1/ptm/m/it/10 *args: Overfull \hbox (95.29494pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (119.0946pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (98.79494pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [59] Overfull \hbox (6.98474pt too wide) in paragraph at lines 5245--5245 []\T1/ptm/m/it/10 *args: Underfull \hbox (badness 10000) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (23.0946pt too wide) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (2.79494pt too wide) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [60] [61] [62] [63] [64] Chapter 12. [65] [66] Underfull \hbox (badness 7397) in paragraph at lines 5985--5987 []\T1/ptm/m/n/10 The \T1/pcr/m/n/10 est.train (input_fn, steps=100000) \T1/ptm/ m/n/10 (line 37) is a \T1/pcr/m/n/10 train \T1/ptm/m/n/10 method call to the [67] [68] [69] [70] [71] [72] [73] [74] [75] [76] Underfull \hbox (badness 10000) in paragraph at lines 6588--6590 []\T1/pcr/m/n/10 [Unsupported TensorFlow] Detected unsupported eval_metric_ops in CS-1 Underfull \hbox (badness 10000) in paragraph at lines 6615--6617 []\T1/pcr/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, [77] Underfull \hbox (badness 10000) in paragraph at lines 6672--6674 []\T1/pcr/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, Underfull \hbox (badness 10000) in paragraph at lines 6682--6684 []\T1/pcr/m/n/10 [Unsupported TensorFlow] Inconsistent batch sizes detected. To ensure Underfull \hbox (badness 10000) in paragraph at lines 6682--6684 \T1/pcr/m/n/10 a fixed batch size across all steps, set \TS1/pcr/m/n/10 `\T1/pc r/m/n/10 drop_remainder=True\TS1/pcr/m/n/10 ` \T1/pcr/m/n/10 when [78] [79] [80] Chapter 13. [81] [82] [83] Underfull \hbox (badness 10000) in paragraph at lines 7031--7033 []\T1/pcr/m/n/10 dataset.map(time_consuming_mapping).cache().shuffle(shuffle_bu ffer). [84] [85] [86] [87 <./sharding-cs-1-example.png>] [88] Underfull \hbox (badness 6842) in paragraph at lines 7449--7449 []\T1/phv/m/n/10 Rec-om-mended Cere- Underfull \hbox (badness 10000) in paragraph at lines 7449--7449 []\T1/pcr/m/n/10 split_utils.py \T1/ptm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 7449--7449 []\T1/ptm/m/n/10 Text (com-pressed files with [89] [90] [91] [92] [93] [94] [95] [96] Chapter 14. [97] [98 <./cs-analyze-input.png>] [99] [100] [101 <./run-py-cerebrasestimator- cgc.jpg>] [102] [103] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [104] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [105] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [106] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [107] [108] [109 <./cs-cpu-compile.png>] [110] [111] [112] [113 <./cs-run.png>] [114] Underfull \vbox (badness 3449) detected at line 8991 [115] Underfull \vbox (badness 10000) detected at line 8991 Overfull \vbox (2.68169pt too high) detected at line 8991 [116] [117] [118] [119] [120] Chapter 15. [121] [122] Chapter 16. [123] [124] Chapter 17. [125 <./multi-model-inference.png>] [126] [127] Underfull \vbox (badness 10000) detected at line 9673 Overfull \vbox (2.68169pt too high) detected at line 9673 [128] Underfull \vbox (badness 10000) detected at line 9673 Overfull \vbox (2.68169pt too high) detected at line 9673 [129] [130] Chapter 18. [131] [132] Chapter 19. [133] [134] Chapter 20. [135 <./incremental-compile.png>] [136] Chapter 21. [137 <./cerebras-analyzer-tools.jpg>] [138] Chapter 22. [139 <./cbfloat16-format.jpg>] [140] [141] [142] Chapter 23. [143] [144] Chapter 24. [145] [146 <./idealized-kernel-mapping.png>] [147 <./delta-t-explanation.jpg>] [148] Chapter 25. [149] [150] [151] [152] Underfull \hbox (badness 10000) in paragraph at lines 10563--10564 []\T1/pcr/m/n/10 tf.BinaryCrossEntropyFromLogitsLayer\T1/ptm/m/n/10 , Overfull \hbox (18.6225pt too wide) in paragraph at lines 10593--10594 []\T1/pcr/m/n/10 tf.ReversibleAdditiveCouplingLayerWrapper\T1/ptm/m/n/10 , [153] (./cerebras-systems-cerebras-systems-developer-documentation.ind [154] Underfull \hbox (badness 10000) in paragraph at lines 8--10 []\T1/pcr/m/n/10 AbstractInterleaveDeinterleaveLayer Underfull \hbox (badness 10000) in paragraph at lines 10--12 []\T1/pcr/m/n/10 AbstractRecomputeWrapper \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 12--14 []\T1/pcr/m/n/10 activation_clamp() Underfull \hbox (badness 10000) in paragraph at lines 12--14 \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.OnlineNormLayer.OnlineNormLayer Overfull \hbox (80.55043pt too wide) in paragraph at lines 16--18 []\T1/pcr/m/n/10 aggregate() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePas singLayer.GraphMessagePassingLayer Overfull \hbox (44.63054pt too wide) in paragraph at lines 18--20 []\T1/pcr/m/n/10 asym_backward() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BlockwiseTo pKLayer.BlockwiseTopKLayer Overfull \hbox (38.63054pt too wide) in paragraph at lines 20--22 []\T1/pcr/m/n/10 asym_forward() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BlockwiseTop KLayer.BlockwiseTopKLayer Underfull \hbox (badness 10000) in paragraph at lines 26--27 []\T1/pcr/m/n/10 BahdanauAttention \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 28--30 []\T1/pcr/m/n/10 BatchNormalizationLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 6542) in paragraph at lines 30--32 []\T1/pcr/m/n/10 BinaryCrossEntropyFromLogitsLayer \T1/ptm/m/n/10 (\T1/ptm/m/it /10 class Underfull \hbox (badness 10000) in paragraph at lines 32--33 []\T1/pcr/m/n/10 BlockwiseTopKLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 35--36 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BahdanauAttention.B ahdanauAttention Underfull \hbox (badness 10000) in paragraph at lines 38--39 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.EmbeddingLayer.Embe ddingLayer Overfull \hbox (29.37047pt too wide) in paragraph at lines 41--43 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphAttentionLayer .StackedGraphAttentionLayer Overfull \hbox (23.33095pt too wide) in paragraph at lines 43--45 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphConvolutionLay er.GraphConvolutionLayer Overfull \hbox (29.67064pt too wide) in paragraph at lines 45--47 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphIsomorphismLay er.GraphIsomorphismLayer Overfull \hbox (56.55043pt too wide) in paragraph at lines 47--49 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePassing Layer.GraphMessagePassingLayer Underfull \hbox (badness 10000) in paragraph at lines 49--50 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.OnlineNormLayer.Onl ineNormLayer Overfull \hbox (29.49059pt too wide) in paragraph at lines 50--52 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.PositionEmbeddingLa yer.PositionEmbeddingLayer Overfull \hbox (31.37102pt too wide) in paragraph at lines 52--54 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SegmentEmbeddingLay er.SegmentEmbeddingLayer Overfull \hbox (47.79045pt too wide) in paragraph at lines 57--59 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.AbstractRecomputeWra pper.AbstractRecomputeWrapper Underfull \hbox (badness 10000) in paragraph at lines 63--64 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BahdanauAttention.Ba hdanauAttention Underfull \hbox (badness 10000) in paragraph at lines 64--66 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BahdanauAttention.Se lfBahdanauAttention Overfull \hbox (29.2501pt too wide) in paragraph at lines 67--69 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BatchNormalizationLa yer.BatchNormalizationLayer Overfull \hbox (123.32912pt too wide) in paragraph at lines 69--71 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BinaryCrossEntropyFr omLogitsLayer.BinaryCrossEntropyFromLogitsLayer Underfull \hbox (badness 10000) in paragraph at lines 71--72 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BlockwiseTopKLayer.B lockwiseTopKLayer Overfull \hbox (15.11107pt too wide) in paragraph at lines 73--75 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.Conv2DTransposeLayer .Conv2DTransposeLayer Overfull \hbox (68.8897pt too wide) in paragraph at lines 75--77 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.CrossEntropyFromLogi tsLayer.CrossEntropyFromLogitsLayer Overfull \hbox (39.20964pt too wide) in paragraph at lines 81--83 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GeneralizedDiceLossL ayer.GeneralizedDiceLossLayer [155] Overfull \hbox (73.89067pt too wide) in paragraph at lines 83--85 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GlobalAveragePooling 2DLayer.GlobalAveragePooling2DLayer Underfull \hbox (badness 10000) in paragraph at lines 85--87 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphAttentionLayer. GraphAttentionLayer Overfull \hbox (23.37047pt too wide) in paragraph at lines 87--89 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphAttentionLayer. StackedGraphAttentionLayer Overfull \hbox (17.33095pt too wide) in paragraph at lines 89--91 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphConvolutionLaye r.GraphConvolutionLayer Overfull \hbox (82.99031pt too wide) in paragraph at lines 91--93 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphConvolutionLaye r.MessagePassingGraphConvolutionLayer Overfull \hbox (23.67064pt too wide) in paragraph at lines 93--95 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphIsomorphismLaye r.GraphIsomorphismLayer Overfull \hbox (50.55043pt too wide) in paragraph at lines 95--97 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePassingL ayer.GraphMessagePassingLayer Overfull \hbox (34.21007pt too wide) in paragraph at lines 97--99 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GroupNormalizationLa yer.GroupNormalizationLayer Overfull \hbox (50.64952pt too wide) in paragraph at lines 99--101 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.InstanceNormalizatio nLayer.InstanceNormalizationLayer Overfull \hbox (29.5497pt too wide) in paragraph at lines 101--103 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.LayerNormalizationLa yer.LayerNormalizationLayer Overfull \hbox (16.82047pt too wide) in paragraph at lines 104--106 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaskedRegionWrapper. DeinterleaveTensorLayer Overfull \hbox (5.71062pt too wide) in paragraph at lines 106--108 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaskedRegionWrapper. InterleaveTensorLayer Underfull \hbox (badness 10000) in paragraph at lines 108--109 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaxPool2DLayer.MaxPo ol2DLayer Underfull \hbox (badness 10000) in paragraph at lines 109--110 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.OnlineNormLayer.Onli neNormLayer Overfull \hbox (23.49059pt too wide) in paragraph at lines 112--114 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.PositionEmbeddingLay er.PositionEmbeddingLayer Overfull \hbox (34.55049pt too wide) in paragraph at lines 114--116 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.RecomputeLayersWrapp er.RecomputeLayersWrapper Overfull \hbox (163.1487pt too wide) in paragraph at lines 117--119 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.ReversibleAdditiveCo uplingLayerWrapper.ReversibleAdditiveCouplingLayerWrapper Overfull \hbox (92.0294pt too wide) in paragraph at lines 119--121 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.ReversibleResidualLa yerWrapper.ReversibleResidualLayerWrapper Underfull \hbox (badness 10000) in paragraph at lines 121--122 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.ReversibleWhileLoop. 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ReversibleWhileLoop Underfull \hbox (badness 10000) in paragraph at lines 124--125 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.RNNEncoderBlock.RNNE ncoderBlock Overfull \hbox (25.37102pt too wide) in paragraph at lines 126--128 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SegmentEmbeddingLaye r.SegmentEmbeddingLayer Overfull \hbox (35.8102pt too wide) in paragraph at lines 128--130 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SharedWeightsDenseLa yer.SharedWeightsDenseLayer Underfull \hbox (badness 10000) in paragraph at lines 130--131 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SoftDiceLossLayer.So ftDiceLossLayer Underfull \hbox (badness 10000) in paragraph at lines 132--133 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SquaredErrorLayer.Sq uaredErrorLayer Underfull \hbox (badness 10000) in paragraph at lines 134--135 []\T1/pcr/m/n/10 Conv2DTransposeLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox 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(rerunfilecheck) Rerun to get outlines right (rerunfilecheck) or use package `bookmark'. ) (see the transcript file for additional information){/usr/share/texlive/texmf-d ist/fonts/enc/dvips/base/8r.enc}< /usr/share/texlive/texmf-dist/fonts/type1/urw/courier/ucrr8a.pfb>< /usr/share/texlive/texmf-dist/fonts/type1/urw/times/utmri8a.pfb> Output written on cerebras-systems-cerebras-systems-developer-documentation.pdf (165 pages, 2391885 bytes). Transcript written on cerebras-systems-cerebras-systems-developer-documentation .log. Latexmk: Index file 'cerebras-systems-cerebras-systems-developer-documentation.id' written ==> but it has an extension I do not know how to handle <== Latexmk: Index file 'cerebras-systems-cerebras-systems-developer-documentation.idx' was written Latexmk: References changed. 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Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! Package inputenc Error: Unicode char █ (U+2588) (inputenc) not set up for use with LaTeX. See the inputenc package documentation for explanation. Type H for immediate help. ... l.842 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} [11] [12] Chapter 4. [13 <./cs1-input-data-compiler-model.png>] [14] [15 <./cs-1-gpu-multi-worker.pn g>] [16] Chapter 5. [17] [18 <./cs1-exec-train-only.png>] [19 <./cs1-exec-inference.png>] [20] Chapter 6. [21] [22] Chapter 7. [23] [24] Chapter 8. [25] [26] Chapter 9. [27] [28] Chapter 10. [29] [30] Chapter 11. [31] Underfull \hbox (badness 10000) in paragraph at lines 1665--1668 []\T1/ptm/m/n/10 Also sup-ports \T1/pcr/m/n/10 activation="GeLU"\T1/ptm/m/n/10 , which is cur-rently miss-ing in \T1/pcr/m/n/10 keras.layers. [32] [33] [34] [35] Overfull \hbox (42.98474pt too wide) in paragraph at lines 2181--2181 []\T1/ptm/m/it/10 *args: Overfull \hbox (35.29494pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (59.0946pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (38.79494pt too wide) in paragraph at lines 2181--2181 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [36] [37] [38] Underfull \hbox (badness 10000) in paragraph at lines 2603--2603 \T1/ptm/m/it/10 **kwargs: [39] [40] [41] Underfull \hbox (badness 10000) in paragraph at lines 3024--3024 \T1/ptm/m/it/10 **kwargs: [42] Underfull \hbox (badness 10000) in paragraph at lines 3181--3185 []\T1/ptm/m/n/10 Graph At-ten-tion layer out-put of shape \T1/pcr/m/n/10 [batch _size, num_nodes, [43] [44] Underfull \hbox (badness 10000) in paragraph at lines 3327--3331 []\T1/ptm/m/n/10 Graph con-vo-lu-tion layer of the shape \T1/pcr/m/n/10 [batch_ size, num_nodes, Underfull \hbox (badness 10000) in paragraph at lines 3458--3461 []\T1/ptm/m/n/10 Graph Con-vo-lu-tion layer out-put of shape \T1/pcr/m/n/10 [ba tch_size, num_nodes, [45] Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 []\T1/ptm/m/it/10 *args: Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 3472--3472 \T1/ptm/m/it/10 **kwargs: Underfull \hbox (badness 7415) in paragraph at lines 3508--3511 []\T1/pcr/b/n/10 bias_initializer \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 str\T1/ptm/m/ n/10 ) ^^U Ker-nel bias ini-tial-izer to use. De-faults to Underfull \hbox (badness 10000) in paragraph at lines 3566--3570 []\T1/ptm/m/n/10 Graph Con-vo-lu-tion layer out-put of shape \T1/pcr/m/n/10 [ba tch_size, num_nodes, [46] Underfull \hbox (badness 5696) in paragraph at lines 3652--3658 \T1/pcr/m/n/10 num_nodes, in_dim]\T1/ptm/m/n/10 , a sparse ad-ja-cency ma-trix of shape \T1/pcr/m/n/10 [batch_size, Underfull \hbox (badness 10000) in paragraph at lines 3659--3663 []\T1/ptm/m/n/10 GIN Con-vo-lu-tion out-put of shape \T1/pcr/m/n/10 [batch_size , num_nodes, [47] Underfull \hbox (badness 5274) in paragraph at lines 3827--3830 []\T1/pcr/b/n/10 E \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 Tensor\T1/ptm/m/n/10 ) ^^U O p-tional edge fea-ture ma-trix of the shape \T1/pcr/m/n/10 [batch_size, [48] [49] Underfull \hbox (badness 10000) in paragraph at lines 3979--3979 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , [50] Underfull \hbox (badness 10000) in paragraph at lines 4159--4162 \T1/ptm/m/n/10 Bases: \T1/pcr/m/n/10 cerebras.models.common.layers.tf.AbstractR ecomputeWrapper.\T1/ptm/m/n/10 , [][]\T1/pcr/m/sl/10 tf. Underfull \hbox (badness 10000) in paragraph at lines 4174--4177 \T1/ptm/m/n/10 Bases: \T1/pcr/m/n/10 cerebras.models.common.layers.tf.AbstractR ecomputeWrapper.\T1/ptm/m/n/10 , [][]\T1/pcr/m/sl/10 tf. Underfull \hbox (badness 10000) in paragraph at lines 4188--4188 []\T1/ptm/m/it/10 unmasked_block\T1/ptm/m/n/10 , [51] Underfull \hbox (badness 10000) in paragraph at lines 4293--4300 \T1/ptm/m/n/10 shape: \T1/pcr/m/n/10 (batch_size, pooled_rows, pooled_cols, cha nnels) \T1/ptm/m/n/10 if Overfull \hbox (1.52411pt too wide) in paragraph at lines 4318--4318 []\T1/ptm/m/it/10 normalization_type\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 nor-mal-iza- Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 tion_kwargs\T1/ptm/m/n/10 , \T1/ptm/m/it/10 dis- Overfull \hbox (30.30388pt too wide) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 able_normalization=False\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 bound- Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 ary_casting=False\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 4318--4318 \T1/ptm/m/it/10 tf_summary=False\T1/ptm/m/n/10 , [52] [53] [54] Underfull \hbox (badness 10000) in paragraph at lines 4748--4748 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , \T1/ptm/m/it/10 **kwargs: [55] Underfull \hbox (badness 10000) in paragraph at lines 4820--4823 []\T1/pcr/b/n/10 inputs \T1/ptm/m/n/10 (\T1/pcr/m/sl/10 Tensor\T1/ptm/m/n/10 ) ^^U In-put of the size \T1/pcr/m/n/10 [batch_size, seq_len, Underfull \hbox (badness 10000) in paragraph at lines 4845--4845 \T1/ptm/m/it/10 post_process_config=[]\T1/ptm/m/n/10 , [56] Underfull \hbox (badness 10000) in paragraph at lines 4915--4919 []\T1/pcr/b/n/10 enable_layer_norm_before_dropout \T1/ptm/m/n/10 (\T1/pcr/m/sl/ 10 bool\T1/ptm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4921--4925 []\T1/pcr/b/n/10 enable_layer_norm_after_dropout \T1/ptm/m/n/10 (\T1/pcr/m/sl/1 0 bool\T1/ptm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4992--4995 []\T1/pcr/b/n/10 cell \T1/ptm/m/n/10 ^^U A \T1/pcr/m/n/10 tf.keras \T1/ptm/m/n/ 10 in-stan-ti-ated cell. Cur-rently sup-ports \T1/pcr/m/n/10 LSTMCell\T1/ptm/m/ n/10 , [57] Underfull \hbox (badness 10000) in paragraph at lines 5064--5064 []\T1/ptm/m/it/10 *args: Any\T1/ptm/m/n/10 , \T1/ptm/m/it/10 **kwargs: [58] Overfull \hbox (102.98474pt too wide) in paragraph at lines 5187--5187 []\T1/ptm/m/it/10 *args: Overfull \hbox (95.29494pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (119.0946pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (98.79494pt too wide) in paragraph at lines 5187--5187 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [59] Overfull \hbox (6.98474pt too wide) in paragraph at lines 5245--5245 []\T1/ptm/m/it/10 *args: Underfull \hbox (badness 10000) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 Any\T1/ptm/m/n/10 , Overfull \hbox (23.0946pt too wide) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 **kwargs: Overfull \hbox (2.79494pt too wide) in paragraph at lines 5245--5245 \T1/ptm/m/it/10 Any\T1/pcr/m/n/10 ) [60] [61] [62] [63] [64] Chapter 12. [65] [66] Underfull \hbox (badness 7397) in paragraph at lines 5985--5987 []\T1/ptm/m/n/10 The \T1/pcr/m/n/10 est.train (input_fn, steps=100000) \T1/ptm/ m/n/10 (line 37) is a \T1/pcr/m/n/10 train \T1/ptm/m/n/10 method call to the [67] [68] [69] [70] [71] [72] [73] [74] [75] [76] Underfull \hbox (badness 10000) in paragraph at lines 6588--6590 []\T1/pcr/m/n/10 [Unsupported TensorFlow] Detected unsupported eval_metric_ops in CS-1 Underfull \hbox (badness 10000) in paragraph at lines 6615--6617 []\T1/pcr/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, [77] Underfull \hbox (badness 10000) in paragraph at lines 6672--6674 []\T1/pcr/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, Underfull \hbox (badness 10000) in paragraph at lines 6682--6684 []\T1/pcr/m/n/10 [Unsupported TensorFlow] Inconsistent batch sizes detected. To ensure Underfull \hbox (badness 10000) in paragraph at lines 6682--6684 \T1/pcr/m/n/10 a fixed batch size across all steps, set \TS1/pcr/m/n/10 `\T1/pc r/m/n/10 drop_remainder=True\TS1/pcr/m/n/10 ` \T1/pcr/m/n/10 when [78] [79] [80] Chapter 13. [81] [82] [83] Underfull \hbox (badness 10000) in paragraph at lines 7031--7033 []\T1/pcr/m/n/10 dataset.map(time_consuming_mapping).cache().shuffle(shuffle_bu ffer). [84] [85] [86] [87 <./sharding-cs-1-example.png>] [88] Underfull \hbox (badness 6842) in paragraph at lines 7449--7449 []\T1/phv/m/n/10 Rec-om-mended Cere- Underfull \hbox (badness 10000) in paragraph at lines 7449--7449 []\T1/pcr/m/n/10 split_utils.py \T1/ptm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 7449--7449 []\T1/ptm/m/n/10 Text (com-pressed files with [89] [90] [91] [92] [93] [94] [95] [96] Chapter 14. [97] [98 <./cs-analyze-input.png>] [99] [100] [101 <./run-py-cerebrasestimator- cgc.jpg>] [102] [103] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [104] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [105] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [106] Underfull \vbox (badness 10000) detected at line 8589 Overfull \vbox (2.68169pt too high) detected at line 8589 [107] [108] [109 <./cs-cpu-compile.png>] [110] [111] [112] [113 <./cs-run.png>] [114] Underfull \vbox (badness 3449) detected at line 8991 [115] Underfull \vbox (badness 10000) detected at line 8991 Overfull \vbox (2.68169pt too high) detected at line 8991 [116] [117] [118] [119] [120] Chapter 15. [121] [122] Chapter 16. [123] [124] Chapter 17. [125 <./multi-model-inference.png>] [126] [127] Underfull \vbox (badness 10000) detected at line 9673 Overfull \vbox (2.68169pt too high) detected at line 9673 [128] Underfull \vbox (badness 10000) detected at line 9673 Overfull \vbox (2.68169pt too high) detected at line 9673 [129] [130] Chapter 18. [131] [132] Chapter 19. [133] [134] Chapter 20. [135 <./incremental-compile.png>] [136] Chapter 21. [137 <./cerebras-analyzer-tools.jpg>] [138] Chapter 22. [139 <./cbfloat16-format.jpg>] [140] [141] [142] Chapter 23. [143] [144] Chapter 24. [145] [146 <./idealized-kernel-mapping.png>] [147 <./delta-t-explanation.jpg>] [148] Chapter 25. [149] [150] [151] [152] Underfull \hbox (badness 10000) in paragraph at lines 10563--10564 []\T1/pcr/m/n/10 tf.BinaryCrossEntropyFromLogitsLayer\T1/ptm/m/n/10 , Overfull \hbox (18.6225pt too wide) in paragraph at lines 10593--10594 []\T1/pcr/m/n/10 tf.ReversibleAdditiveCouplingLayerWrapper\T1/ptm/m/n/10 , [153] (./cerebras-systems-cerebras-systems-developer-documentation.ind [154] Underfull \hbox (badness 10000) in paragraph at lines 8--10 []\T1/pcr/m/n/10 AbstractInterleaveDeinterleaveLayer Underfull \hbox (badness 10000) in paragraph at lines 10--12 []\T1/pcr/m/n/10 AbstractRecomputeWrapper \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 12--14 []\T1/pcr/m/n/10 activation_clamp() Underfull \hbox (badness 10000) in paragraph at lines 12--14 \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.OnlineNormLayer.OnlineNormLayer Overfull \hbox (80.55043pt too wide) in paragraph at lines 16--18 []\T1/pcr/m/n/10 aggregate() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePas singLayer.GraphMessagePassingLayer Overfull \hbox (44.63054pt too wide) in paragraph at lines 18--20 []\T1/pcr/m/n/10 asym_backward() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BlockwiseTo pKLayer.BlockwiseTopKLayer Overfull \hbox (38.63054pt too wide) in paragraph at lines 20--22 []\T1/pcr/m/n/10 asym_forward() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BlockwiseTop KLayer.BlockwiseTopKLayer Underfull \hbox (badness 10000) in paragraph at lines 26--27 []\T1/pcr/m/n/10 BahdanauAttention \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 28--30 []\T1/pcr/m/n/10 BatchNormalizationLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 6542) in paragraph at lines 30--32 []\T1/pcr/m/n/10 BinaryCrossEntropyFromLogitsLayer \T1/ptm/m/n/10 (\T1/ptm/m/it /10 class Underfull \hbox (badness 10000) in paragraph at lines 32--33 []\T1/pcr/m/n/10 BlockwiseTopKLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 35--36 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BahdanauAttention.B ahdanauAttention Underfull \hbox (badness 10000) in paragraph at lines 38--39 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.EmbeddingLayer.Embe ddingLayer Overfull \hbox (29.37047pt too wide) in paragraph at lines 41--43 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphAttentionLayer .StackedGraphAttentionLayer Overfull \hbox (23.33095pt too wide) in paragraph at lines 43--45 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphConvolutionLay er.GraphConvolutionLayer Overfull \hbox (29.67064pt too wide) in paragraph at lines 45--47 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphIsomorphismLay er.GraphIsomorphismLayer Overfull \hbox (56.55043pt too wide) in paragraph at lines 47--49 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePassing Layer.GraphMessagePassingLayer Underfull \hbox (badness 10000) in paragraph at lines 49--50 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.OnlineNormLayer.Onl ineNormLayer Overfull \hbox (29.49059pt too wide) in paragraph at lines 50--52 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.PositionEmbeddingLa yer.PositionEmbeddingLayer Overfull \hbox (31.37102pt too wide) in paragraph at lines 52--54 []\T1/pcr/m/n/10 build() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SegmentEmbeddingLay er.SegmentEmbeddingLayer Overfull \hbox (47.79045pt too wide) in paragraph at lines 57--59 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.AbstractRecomputeWra pper.AbstractRecomputeWrapper Underfull \hbox (badness 10000) in paragraph at lines 63--64 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BahdanauAttention.Ba hdanauAttention Underfull \hbox (badness 10000) in paragraph at lines 64--66 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BahdanauAttention.Se lfBahdanauAttention Overfull \hbox (29.2501pt too wide) in paragraph at lines 67--69 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BatchNormalizationLa yer.BatchNormalizationLayer Overfull \hbox (123.32912pt too wide) in paragraph at lines 69--71 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BinaryCrossEntropyFr omLogitsLayer.BinaryCrossEntropyFromLogitsLayer Underfull \hbox (badness 10000) in paragraph at lines 71--72 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BlockwiseTopKLayer.B lockwiseTopKLayer Overfull \hbox (15.11107pt too wide) in paragraph at lines 73--75 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.Conv2DTransposeLayer .Conv2DTransposeLayer Overfull \hbox (68.8897pt too wide) in paragraph at lines 75--77 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.CrossEntropyFromLogi tsLayer.CrossEntropyFromLogitsLayer Overfull \hbox (39.20964pt too wide) in paragraph at lines 81--83 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GeneralizedDiceLossL ayer.GeneralizedDiceLossLayer [155] Overfull \hbox (73.89067pt too wide) in paragraph at lines 83--85 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GlobalAveragePooling 2DLayer.GlobalAveragePooling2DLayer Underfull \hbox (badness 10000) in paragraph at lines 85--87 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphAttentionLayer. GraphAttentionLayer Overfull \hbox (23.37047pt too wide) in paragraph at lines 87--89 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphAttentionLayer. StackedGraphAttentionLayer Overfull \hbox (17.33095pt too wide) in paragraph at lines 89--91 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphConvolutionLaye r.GraphConvolutionLayer Overfull \hbox (82.99031pt too wide) in paragraph at lines 91--93 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphConvolutionLaye r.MessagePassingGraphConvolutionLayer Overfull \hbox (23.67064pt too wide) in paragraph at lines 93--95 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphIsomorphismLaye r.GraphIsomorphismLayer Overfull \hbox (50.55043pt too wide) in paragraph at lines 95--97 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePassingL ayer.GraphMessagePassingLayer Overfull \hbox (34.21007pt too wide) in paragraph at lines 97--99 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GroupNormalizationLa yer.GroupNormalizationLayer Overfull \hbox (50.64952pt too wide) in paragraph at lines 99--101 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.InstanceNormalizatio nLayer.InstanceNormalizationLayer Overfull \hbox (29.5497pt too wide) in paragraph at lines 101--103 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.LayerNormalizationLa yer.LayerNormalizationLayer Overfull \hbox (16.82047pt too wide) in paragraph at lines 104--106 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaskedRegionWrapper. DeinterleaveTensorLayer Overfull \hbox (5.71062pt too wide) in paragraph at lines 106--108 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaskedRegionWrapper. InterleaveTensorLayer Underfull \hbox (badness 10000) in paragraph at lines 108--109 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaxPool2DLayer.MaxPo ol2DLayer Underfull \hbox (badness 10000) in paragraph at lines 109--110 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.OnlineNormLayer.Onli neNormLayer Overfull \hbox (23.49059pt too wide) in paragraph at lines 112--114 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.PositionEmbeddingLay er.PositionEmbeddingLayer Overfull \hbox (34.55049pt too wide) in paragraph at lines 114--116 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.RecomputeLayersWrapp er.RecomputeLayersWrapper Overfull \hbox (163.1487pt too wide) in paragraph at lines 117--119 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.ReversibleAdditiveCo uplingLayerWrapper.ReversibleAdditiveCouplingLayerWrapper Overfull \hbox (92.0294pt too wide) in paragraph at lines 119--121 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.ReversibleResidualLa yerWrapper.ReversibleResidualLayerWrapper Underfull \hbox (badness 10000) in paragraph at lines 121--122 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.ReversibleWhileLoop. 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ReversibleWhileLoop Underfull \hbox (badness 10000) in paragraph at lines 124--125 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.RNNEncoderBlock.RNNE ncoderBlock Overfull \hbox (25.37102pt too wide) in paragraph at lines 126--128 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SegmentEmbeddingLaye r.SegmentEmbeddingLayer Overfull \hbox (35.8102pt too wide) in paragraph at lines 128--130 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SharedWeightsDenseLa yer.SharedWeightsDenseLayer Underfull \hbox (badness 10000) in paragraph at lines 130--131 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SoftDiceLossLayer.So ftDiceLossLayer Underfull \hbox (badness 10000) in paragraph at lines 132--133 []\T1/pcr/m/n/10 call() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.SquaredErrorLayer.Sq uaredErrorLayer Underfull \hbox (badness 10000) in paragraph at lines 134--135 []\T1/pcr/m/n/10 Conv2DTransposeLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 135--137 []\T1/pcr/m/n/10 CrossEntropyFromLogitsLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 cl ass in Overfull \hbox (50.63054pt too wide) in paragraph at lines 137--139 []\T1/pcr/m/n/10 cs1_apply_topk() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BlockwiseT opKLayer.BlockwiseTopKLayer Underfull \hbox (badness 10000) in paragraph at lines 139--141 []\T1/pcr/m/n/10 CtrlFlowWarnedOnce Overfull \hbox (49.89043pt too wide) in paragraph at lines 139--141 \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.AbstractRecomputeWrapper.AbstractRecomputeWr apper Overfull \hbox (112.23914pt too wide) in paragraph at lines 144--146 []\T1/pcr/m/n/10 DEINT_MULTIPLY \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaskedRegion Wrapper.AbstractInterleaveDeinterleaveLayer Overfull \hbox (57.31061pt too wide) in paragraph at lines 146--148 []\T1/pcr/m/n/10 DEINT_MULTIPLY \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaskedRegion Wrapper.MaskedRegionWrapper Overfull \hbox (112.23914pt too wide) in paragraph at lines 148--150 []\T1/pcr/m/n/10 DEINT_TF_WHERE \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaskedRegion Wrapper.AbstractInterleaveDeinterleaveLayer Overfull \hbox (57.31061pt too wide) in paragraph at lines 150--152 []\T1/pcr/m/n/10 DEINT_TF_WHERE \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.MaskedRegion Wrapper.MaskedRegionWrapper Underfull \hbox (badness 10000) in paragraph at lines 152--154 []\T1/pcr/m/n/10 DeinterleaveTensorLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 159--161 []\T1/pcr/m/n/10 embedding_table() Underfull \hbox (badness 10000) in paragraph at lines 165--166 []\T1/pcr/m/n/10 FeedForwardNetwork \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 169--171 []\T1/pcr/m/n/10 gelu() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.ActivationLayer.Acti vationLayer static Underfull \hbox (badness 10000) in paragraph at lines 171--173 []\T1/pcr/m/n/10 GeneralizedDiceLossLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Overfull 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[156] Underfull \hbox (badness 10000) in paragraph at lines 185--187 []\T1/pcr/m/n/10 GraphConvolutionLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 187--189 []\T1/pcr/m/n/10 GraphIsomorphismLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 189--191 []\T1/pcr/m/n/10 GraphMessagePassingLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 191--193 []\T1/pcr/m/n/10 GroupNormalizationLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 196--198 []\T1/pcr/m/n/10 InstanceNormalizationLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 cla ss in Underfull \hbox (badness 10000) in paragraph at lines 198--199 []\T1/pcr/m/n/10 InterleaveTensorLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 199--201 []\T1/pcr/m/n/10 is_in_while_loop() Overfull \hbox (49.89043pt too wide) in paragraph at lines 199--201 \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.AbstractRecomputeWrapper.AbstractRecomputeWr apper Overfull \hbox (21.31075pt too wide) in paragraph at lines 204--206 []\T1/pcr/m/n/10 layer_scaling() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.OnlineNormL ayer.OnlineNormLayer Underfull \hbox (badness 10000) in paragraph at lines 206--208 []\T1/pcr/m/n/10 LayerNormalizationLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 212--213 []\T1/pcr/m/n/10 MaskedRegionWrapper \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Overfull \hbox (100.99031pt too wide) in paragraph at lines 214--216 []\T1/pcr/m/n/10 message() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphConvolutionL ayer.MessagePassingGraphConvolutionLayer Overfull \hbox (41.67064pt too wide) in paragraph at lines 216--218 []\T1/pcr/m/n/10 message() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphIsomorphismL ayer.GraphIsomorphismLayer Overfull \hbox (68.55043pt too wide) in paragraph at lines 218--220 []\T1/pcr/m/n/10 message() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePassi ngLayer.GraphMessagePassingLayer Underfull \hbox (badness 10000) in paragraph at lines 220--222 []\T1/pcr/m/n/10 MessagePassingGraphConvolutionLayer Overfull \hbox (8.6225pt too wide) in paragraph at lines 230--231 []| \T1/pcr/m/n/10 tf.BinaryCrossEntropyFromLogitsLayer\T1/ptm/m/n/10 , Overfull \hbox (38.6225pt too wide) in paragraph at lines 260--261 []| \T1/pcr/m/n/10 tf.ReversibleAdditiveCouplingLayerWrapper\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 261--262 []| \T1/pcr/m/n/10 tf.ReversibleResidualLayerWrapper\T1/ptm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 274--276 []\T1/pcr/m/n/10 NormalizationLayerWrapper \T1/ptm/m/n/10 (\T1/ptm/m/it/10 clas s in Underfull \hbox (badness 10000) in paragraph at lines 285--287 []\T1/pcr/m/n/10 PositionEmbeddingLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class i n Underfull \hbox (badness 10000) in paragraph at lines 287--289 []\T1/pcr/m/n/10 PrePostProcessWrapper \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Overfull \hbox (80.55043pt too wide) in paragraph at lines 289--291 []\T1/pcr/m/n/10 propagate() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePas singLayer.GraphMessagePassingLayer Underfull \hbox (badness 10000) in paragraph at lines 294--296 []\T1/pcr/m/n/10 RecomputeLayersWrapper \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class i n [157] Underfull \hbox (badness 10000) in paragraph at lines 297--299 []\T1/pcr/m/n/10 ReversibleAdditiveCouplingLayerWrapper Overfull \hbox (30.24998pt too wide) in paragraph at lines 297--299 \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in tf.ReversibleAdditiveCouplingLayerWrap per\T1/ptm/m/n/10 ), Underfull \hbox (badness 10000) in paragraph at lines 299--301 []\T1/pcr/m/n/10 ReversibleResidualLayerWrapper \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 301--302 []\T1/pcr/m/n/10 ReversibleWhileLoop \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 307--309 []\T1/pcr/m/n/10 SegmentEmbeddingLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 310--311 []\T1/pcr/m/n/10 SelfBahdanauAttention \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 312--314 []\T1/pcr/m/n/10 SharedWeightsDenseLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 316--317 []\T1/pcr/m/n/10 SquaredErrorLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 317--319 []\T1/pcr/m/n/10 StackedGraphAttentionLayer \T1/ptm/m/n/10 (\T1/ptm/m/it/10 cla ss in Overfull \hbox (20.63054pt too wide) in paragraph at lines 321--323 []\T1/pcr/m/n/10 symmetric() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.BlockwiseTopKLa yer.BlockwiseTopKLayer [158] Overfull \hbox (16.1225pt too wide) in paragraph at lines 400--401 []\T1/pcr/m/n/10 tf.ReversibleAdditiveCouplingLayerWrapper Overfull \hbox (62.55043pt too wide) in paragraph at lines 425--427 []\T1/pcr/m/n/10 update() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.GraphMessagePassin gLayer.GraphMessagePassingLayer Overfull \hbox (58.55049pt too wide) in paragraph at lines 430--432 []\T1/pcr/m/n/10 WarnedOnce \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.RecomputeLayersW rapper.RecomputeLayersWrapper Overfull \hbox (23.46045pt too wide) in paragraph at lines 433--435 []\T1/pcr/m/n/10 wrap_cond() \T1/ptm/m/n/10 (\T1/ptm/m/it/10 tf.ReversibleWhile Loop.ReversibleWhileLoop [159]) (./cerebras-systems-cerebras-systems-developer-documentation.aux) ) (see the transcript file for additional information){/usr/share/texlive/texmf-d ist/fonts/enc/dvips/base/8r.enc}< /usr/share/texlive/texmf-dist/fonts/type1/urw/courier/ucrr8a.pfb>< /usr/share/texlive/texmf-dist/fonts/type1/urw/times/utmri8a.pfb> Output written on cerebras-systems-cerebras-systems-developer-documentation.pdf (165 pages, 2391921 bytes). Transcript written on cerebras-systems-cerebras-systems-developer-documentation .log. Latexmk: Index file 'cerebras-systems-cerebras-systems-developer-documentation.id' written ==> but it has an extension I do not know how to handle <== Latexmk: Index file 'cerebras-systems-cerebras-systems-developer-documentation.idx' was written Latexmk: Log file says output to 'cerebras-systems-cerebras-systems-developer-documentation.pdf' Collected error summary (may duplicate other messages): pdflatex: Command for 'pdflatex' gave return code 256 Latexmk: Errors, in force_mode: so I tried finishing targets [rtd-command-info] start-time: 2021-07-20T00:19:49.565839Z, end-time: 2021-07-20T00:19:49.635080Z, duration: 0, exit-code: 0 mv -f /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/checkouts/latest/external/source/_build/latex/cerebras-systems-cerebras-systems-developer-documentation.pdf /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/artifacts/latest/sphinx_pdf/cerebras-systems-cerebras-systems-developer-documentation.pdf