Read the Docs build information Build id: 651814 Project: cerebras-systems-cerebras-systems-developer-documentation Version: latest Commit: 354167a96efd4ba51a53a15adfce2b16fed4c712 Date: 2021-06-10T00:56:37.666328Z State: finished Success: True [rtd-command-info] start-time: 2021-06-10T00:56:39.071644Z, end-time: 2021-06-10T00:56:42.382188Z, 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: 2021-06-10T00:56:42.509150Z, end-time: 2021-06-10T00:56:42.607635Z, 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 354167a Adding Important comment to mixed_float16 usage. [rtd-command-info] start-time: 2021-06-10T00:56:42.767213Z, end-time: 2021-06-10T00:56:42.832967Z, duration: 0, exit-code: 0 git clean -d -f -f [rtd-command-info] start-time: 2021-06-10T00:56:43.856104Z, end-time: 2021-06-10T00:56:47.928420Z, 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: 2021-06-10T00:56:48.050635Z, end-time: 2021-06-10T00:56:49.156720Z, 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 (21.1.2) 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 (57.0.0) [rtd-command-info] start-time: 2021-06-10T00:56:49.283563Z, end-time: 2021-06-10T00:56:57.373086Z, 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 requests>=2.0.0 Downloading requests-2.25.1-py2.py3-none-any.whl (61 kB) Collecting Pygments>=2.0 Downloading Pygments-2.9.0-py3-none-any.whl (1.0 MB) Collecting snowballstemmer>=1.1 Downloading snowballstemmer-2.1.0-py2.py3-none-any.whl (93 kB) Collecting sphinxcontrib-websupport Downloading sphinxcontrib_websupport-1.2.4-py2.py3-none-any.whl (39 kB) Collecting packaging Downloading packaging-20.9-py2.py3-none-any.whl (40 kB) Collecting babel!=2.0,>=1.3 Downloading Babel-2.9.1-py2.py3-none-any.whl (8.8 MB) Collecting Jinja2>=2.3 Downloading Jinja2-3.0.1-py3-none-any.whl (133 kB) Collecting imagesize Downloading imagesize-1.2.0-py2.py3-none-any.whl (4.8 kB) Collecting six>=1.5 Downloading six-1.16.0-py2.py3-none-any.whl (11 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) (57.0.0) 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 certifi>=2017.4.17 Downloading certifi-2021.5.30-py2.py3-none-any.whl (145 kB) Collecting idna<3,>=2.5 Downloading idna-2.10-py2.py3-none-any.whl (58 kB) Collecting urllib3<1.27,>=1.21.1 Downloading urllib3-1.26.5-py2.py3-none-any.whl (138 kB) Collecting chardet<5,>=3.0.2 Downloading chardet-4.0.0-py2.py3-none-any.whl (178 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=17c3fbf236d5dd3e7ddcef50d9bb69d169a52ccc2f2c619f761bc4bfe30c5b64 Stored in directory: /tmp/pip-ephem-wheel-cache-9hhwiqer/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=16d07514e7085d780ecbcc60f0c8b084f3681b8f2a58b31d748601ebf0835f65 Stored in directory: /tmp/pip-ephem-wheel-cache-9hhwiqer/wheels/56/b0/fe/4410d17b32f1f0c3cf54cdfb2bc04d7b4b8f4ae377e2229ba0 Successfully built mock future Installing collected packages: urllib3, sphinxcontrib-serializinghtml, pytz, pyparsing, MarkupSafe, idna, chardet, 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 chardet-4.0.0 commonmark-0.8.1 docutils-0.17.1 future-0.18.2 idna-2.10 imagesize-1.2.0 mock-1.0.1 packaging-20.9 pillow-5.4.1 pyparsing-2.4.7 pytz-2021.1 readthedocs-sphinx-ext-2.1.4 recommonmark-0.5.0 requests-2.25.1 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 urllib3-1.26.5 [rtd-command-info] start-time: 2021-06-10T00:56:57.485941Z, end-time: 2021-06-10T00:57:00.913698Z, duration: 3, exit-code: 0 python -m pip install --exists-action=w --no-cache-dir -r external/requirements.txt Collecting sphinx_copybutton Downloading sphinx_copybutton-0.3.1-py3-none-any.whl (10 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==0.0.39 Downloading sphinx_book_theme-0.0.39-py3-none-any.whl (86 kB) Requirement already satisfied: docutils>=0.15 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (0.17.1) Requirement already satisfied: sphinx in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (1.8.5) Collecting click Downloading click-8.0.1-py3-none-any.whl (97 kB) Collecting pydata-sphinx-theme~=0.4.1 Downloading pydata_sphinx_theme-0.4.3-py3-none-any.whl (2.1 MB) Collecting pyyaml Downloading PyYAML-5.4.1-cp37-cp37m-manylinux1_x86_64.whl (636 kB) Collecting beautifulsoup4 Downloading beautifulsoup4-4.9.3-py3-none-any.whl (115 kB) Requirement already satisfied: packaging in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (20.9) Requirement already satisfied: snowballstemmer>=1.1 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2.1.0) Requirement already satisfied: Pygments>=2.0 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2.9.0) Requirement already satisfied: sphinxcontrib-websupport in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (1.2.4) Requirement already satisfied: Jinja2>=2.3 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (3.0.1) Requirement already satisfied: imagesize in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (1.2.0) Requirement already satisfied: alabaster<0.8,>=0.7 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (0.7.12) Requirement already satisfied: requests>=2.0.0 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2.25.1) 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->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (57.0.0) Requirement already satisfied: six>=1.5 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (1.16.0) Requirement already satisfied: babel!=2.0,>=1.3 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2.9.1) Requirement already satisfied: pytz>=2015.7 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from babel!=2.0,>=1.3->sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2021.1) Requirement already satisfied: MarkupSafe>=2.0 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from Jinja2>=2.3->sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2.0.1) Requirement already satisfied: chardet<5,>=3.0.2 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from requests>=2.0.0->sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (4.0.0) Requirement already satisfied: idna<3,>=2.5 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from requests>=2.0.0->sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2.10) Requirement already satisfied: certifi>=2017.4.17 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from requests>=2.0.0->sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2021.5.30) Requirement already satisfied: urllib3<1.27,>=1.21.1 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from requests>=2.0.0->sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (1.26.5) Collecting sphinx Downloading Sphinx-4.0.2-py3-none-any.whl (2.9 MB) Collecting sphinxcontrib-devhelp Downloading sphinxcontrib_devhelp-1.0.2-py2.py3-none-any.whl (84 kB) Collecting sphinxcontrib-applehelp Downloading sphinxcontrib_applehelp-1.0.2-py2.py3-none-any.whl (121 kB) Collecting sphinxcontrib-jsmath Downloading sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl (5.1 kB) Requirement already satisfied: sphinxcontrib-serializinghtml in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (1.1.5) Collecting sphinxcontrib-htmlhelp Downloading sphinxcontrib_htmlhelp-2.0.0-py2.py3-none-any.whl (100 kB) Collecting sphinxcontrib-qthelp Downloading sphinxcontrib_qthelp-1.0.3-py2.py3-none-any.whl (90 kB) Collecting soupsieve>1.2 Downloading soupsieve-2.2.1-py3-none-any.whl (33 kB) Collecting importlib-metadata Downloading importlib_metadata-4.5.0-py3-none-any.whl (17 kB) Collecting zipp>=0.5 Downloading zipp-3.4.1-py3-none-any.whl (5.2 kB) Collecting typing-extensions>=3.6.4 Downloading typing_extensions-3.10.0.0-py3-none-any.whl (26 kB) Requirement already satisfied: pyparsing>=2.0.2 in /home/docs/checkouts/readthedocs.org/user_builds/cerebras-systems-cerebras-systems-developer-documentation/envs/latest/lib/python3.7/site-packages (from packaging->sphinx->sphinx_book_theme==0.0.39->-r external/requirements.txt (line 4)) (2.4.7) Installing collected packages: zipp, typing-extensions, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, sphinx, soupsieve, importlib-metadata, pyyaml, pydata-sphinx-theme, click, beautifulsoup4, sphinx-panels, sphinx-copybutton, sphinx-book-theme, readthedocs-sphinx-search 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 importlib-metadata-4.5.0 pydata-sphinx-theme-0.4.3 pyyaml-5.4.1 readthedocs-sphinx-search-0.1.0 soupsieve-2.2.1 sphinx-4.0.2 sphinx-book-theme-0.0.39 sphinx-copybutton-0.3.1 sphinx-panels-0.6.0 sphinxcontrib-applehelp-1.0.2 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-2.0.0 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.3 typing-extensions-3.10.0.0 zipp-3.4.1 [rtd-command-info] start-time: 2021-06-10T00:57:01.723074Z, end-time: 2021-06-10T00:57:01.797267Z, 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': '354167a9', } # 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/651814/' 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: 2021-06-10T00:57:01.924755Z, end-time: 2021-06-10T00:57:13.172366Z, duration: 11, exit-code: 0 python -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html Running Sphinx v4.0.2 loading translations [en]... done making output directory... done building [mo]: targets for 0 po files that are out of date building [html]: targets for 86 source files that are out of date updating environment: [new config] 86 added, 0 changed, 0 removed reading sources... 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[rtd-command-info] start-time: 2021-06-10T00:57:13.319527Z, end-time: 2021-06-10T00:57:15.669583Z, duration: 2, exit-code: 0 python -m sphinx -T -b readthedocssinglehtmllocalmedia -d _build/doctrees -D language=en . _build/localmedia Running Sphinx v4.0.2 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-molecular-graph 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/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/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: 2021-06-10T00:57:15.797635Z, end-time: 2021-06-10T00:57:17.664167Z, duration: 1, exit-code: 0 python -m sphinx -b latex -D language=en -d _build/doctrees . _build/latex Running Sphinx v4.0.2 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-molecular-graph 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/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/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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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: 2021-06-10T00:57:20.527632Z, end-time: 2021-06-10T00:57:20.603843Z, 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: 2021-06-10T00:57:20.734081Z, end-time: 2021-06-10T00:57:41.103278Z, duration: 20, 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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[7] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/train-eval-p redict:train-eval-predict' on page 8 undefined on input line 599. Underfull \hbox (badness 10000) in paragraph at lines 602--604 []\T1/txtt/m/n/10 NUM_WORKER_NODES=1 srun_train python run.py --mode train --cs _ip Overfull \vbox (8.67392pt too high) detected at line 651 [8] [9] ! 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.760 ...}: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.760 ...}: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. 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[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 918. [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 1015. 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 1018. LaTeX Warning: Hyper reference `getting-started/cs-1-execution-flow:cs-1-execut ion-flow' on page 16 undefined on input line 1025. [16] Chapter 5. LaTeX Warning: Hyper reference `getting-started/how-it-works:how-it-works' on p age 17 undefined on input line 1035. [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 1212. [19 <./cs1-exec-inference.png>] [20] Chapter 6. [21] [22] Chapter 7. [23] [24] Chapter 8. [25] [26] Chapter 9. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/index:adapt ing-to-cs-1' on page 27 undefined on input line 1341. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/preparing-input-pipeline/ind ex:preparing-input-pipeline' on page 27 undefined on input line 1346. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:anatomy-of-run-py' on page 27 undefined on input line 1357. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:anatomy-of-run-py' on page 27 undefined on input line 1362. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/precompilati on-on-cpu:precompilation-on-cpu' on page 27 undefined on input line 1382. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/precompilati on-on-cpu:hw-requirements-compile-only' on page 27 undefined on input line 1387 . LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/train-eval-p redict:train-eval-predict' on page 27 undefined on input line 1394. [27] [28] Chapter 10. [29] [30] [31] Underfull \hbox (badness 10000) in paragraph at lines 1783--1791 []\T1/qtm/m/n/10 If \T1/txtt/m/n/10 cache_present_kv \T1/qtm/m/n/10 is \T1/txtt /m/n/10 False\T1/qtm/m/n/10 , re-turns the at-ten-tion out-put ten-sor. If Underfull \hbox (badness 10000) in paragraph at lines 1856--1864 []\T1/qtm/m/n/10 If \T1/txtt/m/n/10 cache_present_kv \T1/qtm/m/n/10 is \T1/txtt /m/n/10 False\T1/qtm/m/n/10 , re-turns the at-ten-tion out-put ten-sor. If [32] Underfull \hbox (badness 10000) in paragraph at lines 1926--1929 []\T1/txtt/bx/n/10 q \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Queries ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1931--1934 []\T1/txtt/bx/n/10 v \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Val-ues ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1945--1949 []\T1/qtm/m/n/10 Bah-danau at-ten-tion layer out-put with shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1975--1978 []\T1/txtt/bx/n/10 q \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Queries ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1980--1983 []\T1/txtt/bx/n/10 v \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Val-ues ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1994--1998 []\T1/qtm/m/n/10 Bah-danau at-ten-tion layer out-put with shape \T1/txtt/m/n/10 [batch_size,max_seq_len, [33] [34] [35] Underfull \hbox (badness 7907) in paragraph at lines 2436--2444 []\T1/qtm/m/n/10 A 4D ten-sor with shape: \T1/txtt/m/n/10 (samples, filters, ne w_rows, new_cols) \T1/qtm/m/n/10 if [36] Underfull \hbox (badness 7907) in paragraph at lines 2482--2490 []\T1/qtm/m/n/10 A 4D ten-sor with shape: \T1/txtt/m/n/10 (samples, filters, ne w_rows, new_cols) \T1/qtm/m/n/10 if [37] Underfull \hbox (badness 7925) in paragraph at lines 2645--2649 []\T1/txtt/bx/n/10 inputs \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^U An N-D ten-sor with shape: \T1/txtt/m/n/10 (batch_size, ..., [38] [39] [40] Underfull \hbox (badness 10000) in paragraph at lines 3031--3034 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to [41] Underfull \hbox (badness 10000) in paragraph at lines 3177--3180 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to [42] Underfull \hbox (badness 10000) in paragraph at lines 3313--3316 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to Underfull \hbox (badness 10000) in paragraph at lines 3352--3356 \T1/txtt/m/n/10 in_dim] \T1/qtm/m/n/10 and the ad-ja-cency ma-trix of the shape \T1/txtt/m/n/10 [batch_size, num_nodes, [43] Underfull \hbox (badness 10000) in paragraph at lines 3408--3411 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. 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[48] Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 []\T1/qtm/m/n/10 A 4D ten-sor with the shape: \T1/txtt/m/n/10 (batch_size, chan nels, pooled_rows, Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 \T1/txtt/m/n/10 pooled_cols) \T1/qtm/m/n/10 if \T1/txtt/m/n/10 data_format=\TS1 /txtt/m/n/10 '\T1/txtt/m/n/10 channels_first\TS1/txtt/m/n/10 ' \T1/qtm/m/n/10 o r a 4D ten-sor Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 \T1/qtm/m/n/10 with shape: \T1/txtt/m/n/10 (batch_size, pooled_rows, pooled_col s, channels) \T1/qtm/m/n/10 if [49] [50] [51] [52] [53] Underfull \hbox (badness 10000) in paragraph at lines 4820--4824 []\T1/txtt/bx/n/10 enable_layer_norm_before_dropout \T1/qtm/m/n/10 (\T1/txtt/m/ sl/10 bool\T1/qtm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4826--4830 []\T1/txtt/bx/n/10 enable_layer_norm_after_dropout \T1/qtm/m/n/10 (\T1/txtt/m/s l/10 bool\T1/qtm/m/n/10 ) ^^U Ex-clu-sive from [54] Underfull \hbox (badness 10000) in paragraph at lines 4929--4932 []\T1/txtt/bx/n/10 inputs \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^U A se-quence of the size \T1/txtt/m/n/10 [batch_size, max_seq_len, [55] [56] Overfull \hbox (12.90366pt too wide) in paragraph at lines 5092--5092 []\T1/qtm/m/it/10 *args: Overfull \hbox (5.04366pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 Any\T1/qtm/m/n/10 , Overfull \hbox (28.76366pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 **kwargs: Overfull \hbox (7.89864pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 Any\T1/txtt/m/n/10 )| [57] [58] [59] [60] [61] [62] Chapter 11. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/cerebrasest imator-interface:interface-cerebras-estimator' on page 63 undefined on input li ne 5736. Underfull \hbox (badness 6608) in paragraph at lines 5735--5737 \T1/qtm/m/n/10 The \T1/txtt/m/n/10 KerasModelToCerebrasEstimator \T1/qtm/m/n/10 func-tion should be used to con-vert your Keras model to the [63] Underfull \hbox (badness 5878) in paragraph at lines 5807--5809 []\T1/qtm/m/n/10 Af-ter con-vert-ing to the \T1/txtt/m/n/10 CerebrasEstimator\T 1/qtm/m/n/10 , you can run the com-pile on the model by call-ing the LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/cerebrasest imator-interface:interface-cerebras-estimator' on page 64 undefined on input li ne 5817. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:anatomy-of-run-py' on page 64 undefined on input line 5824. 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[82] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/preparing-input-pipeline/mul ti-worker-input-pipeline:multi-worker-input-pipeline' on page 83 undefined on i nput line 6986. [83] [84] [85 <./sharding-cs-1-example.png>] [86] Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/qhv/m/n/10 Rec-om-mended Cere- Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/txtt/m/n/10 split_utils.py \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/qtm/m/n/10 Text (com-pressed files with [87] LaTeX Warning: Hyper reference `general-guides/analyzer-optimizer-tools:analyze r-optimizer-tools' on page 88 undefined on input line 7406. [88] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/preparing-input-pipeline/cer ebras-autotune:cerebras-autotune' on page 89 undefined on input line 7453. 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[95] [96 <./run-py-cerebrasestimator-cgc.jpg>] [97] [98] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [99] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [100] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [101] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [102] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [103] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:args-run-py' on page 104 undefined on input line 8342. [104] [105] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/running-a-model/anatomy-of-r un-py:run-py-template' on page 106 undefined on input line 8464. 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[108 <./slurm-command-structure.jpg>] LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/cerebrasest imator-interface:interface-cerebras-estimator' on page 109 undefined on input l ine 8619. [109] [110] Chapter 14. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/adapting-to-cs-1/using-cereb rasestimator:csestimator-csrunconfig' on page 111 undefined on input line 8701. [111] [112] Chapter 15. [113] [114] Chapter 16. [115 <./incremental-compile.png>] [116] Chapter 17. LaTeX Warning: Hyper reference `cs-1-tf-user-guide/preparing-input-pipeline/inp ut-function-analyzer:input-function-analyzer' on page 117 undefined on input li ne 8933. LaTeX Warning: Hyper reference `general-guides/compile-report:compile-report' o n page 117 undefined on input line 8939. [117 <./cerebras-analyzer-tools.jpg>] LaTeX Warning: Hyper reference `general-guides/incremental-compile:incremental- compile' on page 118 undefined on input line 8945. [118] Chapter 18. 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LaTeX Warning: Reference `api-rst/tf.SoftDiceLossLayer:module-tf.SoftDiceLossLa yer' on page 131 undefined on input line 9571. LaTeX Warning: Reference `api-rst/tf.SoftmaxLayer:module-tf.SoftmaxLayer' on pa ge 131 undefined on input line 9572. LaTeX Warning: Reference `api-rst/tf.SquaredErrorLayer:module-tf.SquaredErrorLa yer' on page 131 undefined on input line 9573. LaTeX Warning: Reference `api-rst/tf.utils:module-tf.utils' on page 131 undefin ed on input line 9574. [131] No file cerebras-systems-cerebras-systems-developer-documentation.ind. (./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/texmf/fonts/enc /dvips/tex-gyre/q-ec.enc}{/usr/share/texlive/texmf-dist/fonts/enc/dvips/base/8r .enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc} Output written on cerebras-systems-cerebras-systems-developer-documentation.pdf (135 pages, 2177647 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 131 undefined on input line 9527 Reference `api-rst/tf.ActivationLayer:module-tf.ActivationLayer' on page 131 undefined on input line 9528 Reference `api-rst/tf.AddLayer:module-tf.AddLayer' on page 131 undefined on input line 9529 Reference `api-rst/tf.AttentionLayer:module-tf.AttentionLayer' on page 131 undefined on input line 9530 Reference `api-rst/tf.BahdanauAttention:module-tf.BahdanauAttention' on page 131 undefined on input line 9531 Reference `api-rst/tf.BaseLayer:module-tf.BaseLayer' on page 131 undefined on input line 9532 Reference `api-rst/tf.BatchNormalizationLayer:module-tf.BatchNormalizationLayer' on page 131 undefined on input line 9533 Reference `api-rst/tf.BinaryCrossEntropyFromLogitsLayer:module-tf.BinaryCrossEntropyFromLogitsLayer' on page 131 undefined on input line 9534 Reference `api-rst/tf.BlockwiseTopKLayer:module-tf.BlockwiseTopKLayer' on page 131 undefined on input line 9535 Reference `api-rst/tf.Conv2DLayer:module-tf.Conv2DLayer' on page 131 undefined on input line 9536 Reference `api-rst/tf.Conv2DTransposeLayer:module-tf.Conv2DTransposeLayer' on page 131 undefined on input line 9537 Reference `api-rst/tf.CrossEntropyFromLogitsLayer:module-tf.CrossEntropyFromLogitsLayer' on page 131 undefined on input line 9538 Reference `api-rst/tf.DenseLayer:module-tf.DenseLayer' on page 131 undefined on input line 9539 Reference `api-rst/tf.DropoutLayer:module-tf.DropoutLayer' on page 131 undefined on input line 9540 Reference `api-rst/tf.EmbeddingLayer:module-tf.EmbeddingLayer' on page 131 undefined on input line 9541 Reference `api-rst/tf.FeedForwardNetwork:module-tf.FeedForwardNetwork' on page 131 undefined on input line 9542 Reference `api-rst/tf.GeneralizedDiceLossLayer:module-tf.GeneralizedDiceLossLayer' on page 131 undefined on input line 9543 Reference `api-rst/tf.GlobalAveragePooling2DLayer:module-tf.GlobalAveragePooling2DLayer' on page 131 undefined on input line 9544 Reference `api-rst/tf.GraphAttentionLayer:module-tf.GraphAttentionLayer' on page 131 undefined on input line 9545 Reference `api-rst/tf.GraphConvolutionLayer:module-tf.GraphConvolutionLayer' on page 131 undefined on input line 9546 Reference `api-rst/tf.GraphIsomorphismLayer:module-tf.GraphIsomorphismLayer' on page 131 undefined on input line 9547 Reference `api-rst/tf.GraphMessagePassingLayer:module-tf.GraphMessagePassingLayer' on page 131 undefined on input line 9548 Reference `api-rst/tf.GroupNormalizationLayer:module-tf.GroupNormalizationLayer' on page 131 undefined on input line 9549 Reference `api-rst/tf.Input:module-tf.Input' on page 131 undefined on input line 9550 Reference `api-rst/tf.InstanceNormalizationLayer:module-tf.InstanceNormalizationLayer' on page 131 undefined on input line 9551 Reference `api-rst/tf.LSTMCell:module-tf.LSTMCell' on page 131 undefined on input line 9553 Reference `api-rst/tf.LayerNormalizationLayer:module-tf.LayerNormalizationLayer' on page 131 undefined on input line 9552 Reference `api-rst/tf.MaskedRegionWrapper:module-tf.MaskedRegionWrapper' on page 131 undefined on input line 9554 Reference `api-rst/tf.MaxPool2DLayer:module-tf.MaxPool2DLayer' on page 131 undefined on input line 9555 Reference `api-rst/tf.NormalizationLayerWrapper:module-tf.NormalizationLayerWrapper' on page 131 undefined on input line 9556 Reference `api-rst/tf.OnlineNormLayer:module-tf.OnlineNormLayer' on page 131 undefined on input line 9557 Reference `api-rst/tf.PoolerLayer:module-tf.PoolerLayer' on page 131 undefined on input line 9558 Reference `api-rst/tf.PoolerLayerV2:module-tf.PoolerLayerV2' on page 131 undefined on input line 9559 Reference `api-rst/tf.PositionEmbeddingLayer:module-tf.PositionEmbeddingLayer' on page 131 undefined on input line 9560 Reference `api-rst/tf.PrePostProcessWrapper:module-tf.PrePostProcessWrapper' on page 131 undefined on input line 9561 Reference `api-rst/tf.RNNEncoderBlock:module-tf.RNNEncoderBlock' on page 131 undefined on input line 9567 Reference `api-rst/tf.RNNLayer:module-tf.RNNLayer' on page 131 undefined on input line 9568 Reference `api-rst/tf.RecomputeLayersWrapper:module-tf.RecomputeLayersWrapper' on page 131 undefined on input line 9562 Reference `api-rst/tf.ReshapeLayer:module-tf.ReshapeLayer' on page 131 undefined on input line 9563 Reference `api-rst/tf.ReversibleAdditiveCouplingLayerWrapper:module-tf.ReversibleAdditiveCouplingLayerWrapper' on page 131 undefined on input line 9564 Reference `api-rst/tf.ReversibleResidualLayerWrapper:module-tf.ReversibleResidualLayerWrapper' on page 131 undefined on input line 9565 Reference `api-rst/tf.ReversibleWhileLoop:module-tf.ReversibleWhileLoop' on page 131 undefined on input line 9566 Reference `api-rst/tf.SegmentEmbeddingLayer:module-tf.SegmentEmbeddingLayer' on page 131 undefined on input line 9569 Reference `api-rst/tf.SharedWeightsDenseLayer:module-tf.SharedWeightsDenseLayer' on page 131 undefined on input line 9570 Reference `api-rst/tf.SoftDiceLossLayer:module-tf.SoftDiceLossLayer' on page 131 undefined on input line 9571 Reference `api-rst/tf.SoftmaxLayer:module-tf.SoftmaxLayer' on page 131 undefined on input line 9572 Reference `api-rst/tf.SquaredErrorLayer:module-tf.SquaredErrorLayer' on page 131 undefined on input line 9573 Reference `api-rst/tf.utils:module-tf.utils' on page 131 undefined on input line 9574 Latexmk: Summary of warnings: Latex failed to resolve 48 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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} [10] [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] [31] Underfull \hbox (badness 10000) in paragraph at lines 1783--1791 []\T1/qtm/m/n/10 If \T1/txtt/m/n/10 cache_present_kv \T1/qtm/m/n/10 is \T1/txtt /m/n/10 False\T1/qtm/m/n/10 , re-turns the at-ten-tion out-put ten-sor. If Underfull \hbox (badness 10000) in paragraph at lines 1856--1864 []\T1/qtm/m/n/10 If \T1/txtt/m/n/10 cache_present_kv \T1/qtm/m/n/10 is \T1/txtt /m/n/10 False\T1/qtm/m/n/10 , re-turns the at-ten-tion out-put ten-sor. If [32] Underfull \hbox (badness 10000) in paragraph at lines 1926--1929 []\T1/txtt/bx/n/10 q \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Queries ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1931--1934 []\T1/txtt/bx/n/10 v \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Val-ues ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1945--1949 []\T1/qtm/m/n/10 Bah-danau at-ten-tion layer out-put with shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1975--1978 []\T1/txtt/bx/n/10 q \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Queries ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1980--1983 []\T1/txtt/bx/n/10 v \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Val-ues ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1994--1998 []\T1/qtm/m/n/10 Bah-danau at-ten-tion layer out-put with shape \T1/txtt/m/n/10 [batch_size,max_seq_len, [33] [34] [35] Underfull \hbox (badness 7907) in paragraph at lines 2436--2444 []\T1/qtm/m/n/10 A 4D ten-sor with shape: \T1/txtt/m/n/10 (samples, filters, ne w_rows, new_cols) \T1/qtm/m/n/10 if [36] Underfull \hbox (badness 7907) in paragraph at lines 2482--2490 []\T1/qtm/m/n/10 A 4D ten-sor with shape: \T1/txtt/m/n/10 (samples, filters, ne w_rows, new_cols) \T1/qtm/m/n/10 if [37] Underfull \hbox (badness 7925) in paragraph at lines 2645--2649 []\T1/txtt/bx/n/10 inputs \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^U An N-D ten-sor with shape: \T1/txtt/m/n/10 (batch_size, ..., [38] [39] [40] Underfull \hbox (badness 10000) in paragraph at lines 3031--3034 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to [41] Underfull \hbox (badness 10000) in paragraph at lines 3177--3180 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to [42] Underfull \hbox (badness 10000) in paragraph at lines 3313--3316 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to Underfull \hbox (badness 10000) in paragraph at lines 3352--3356 \T1/txtt/m/n/10 in_dim] \T1/qtm/m/n/10 and the ad-ja-cency ma-trix of the shape \T1/txtt/m/n/10 [batch_size, num_nodes, [43] Underfull \hbox (badness 10000) in paragraph at lines 3408--3411 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to Underfull \hbox (badness 10000) in paragraph at lines 3520--3523 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to [44] [45] [46] [47] Underfull \hbox (badness 10000) in paragraph at lines 4064--4067 []\T1/qtm/m/n/10 Bases: \T1/txtt/m/n/10 cerebras.models.common.layers.tf.Abstra ctRecomputeWrapper.\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 tf. Underfull \hbox (badness 10000) in paragraph at lines 4079--4082 []\T1/qtm/m/n/10 Bases: \T1/txtt/m/n/10 cerebras.models.common.layers.tf.Abstra ctRecomputeWrapper.\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 tf. [48] Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 []\T1/qtm/m/n/10 A 4D ten-sor with the shape: \T1/txtt/m/n/10 (batch_size, chan nels, pooled_rows, Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 \T1/txtt/m/n/10 pooled_cols) \T1/qtm/m/n/10 if \T1/txtt/m/n/10 data_format=\TS1 /txtt/m/n/10 '\T1/txtt/m/n/10 channels_first\TS1/txtt/m/n/10 ' \T1/qtm/m/n/10 o r a 4D ten-sor Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 \T1/qtm/m/n/10 with shape: \T1/txtt/m/n/10 (batch_size, pooled_rows, pooled_col s, channels) \T1/qtm/m/n/10 if [49] [50] [51] [52] [53] Underfull \hbox (badness 10000) in paragraph at lines 4820--4824 []\T1/txtt/bx/n/10 enable_layer_norm_before_dropout \T1/qtm/m/n/10 (\T1/txtt/m/ sl/10 bool\T1/qtm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4826--4830 []\T1/txtt/bx/n/10 enable_layer_norm_after_dropout \T1/qtm/m/n/10 (\T1/txtt/m/s l/10 bool\T1/qtm/m/n/10 ) ^^U Ex-clu-sive from [54] Underfull \hbox (badness 10000) in paragraph at lines 4929--4932 []\T1/txtt/bx/n/10 inputs \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^U A se-quence of the size \T1/txtt/m/n/10 [batch_size, max_seq_len, [55] [56] Overfull \hbox (12.90366pt too wide) in paragraph at lines 5092--5092 []\T1/qtm/m/it/10 *args: Overfull \hbox (5.04366pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 Any\T1/qtm/m/n/10 , Overfull \hbox (28.76366pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 **kwargs: Overfull \hbox (7.89864pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 Any\T1/txtt/m/n/10 )| [57] [58] [59] [60] [61] [62] Chapter 11. Underfull \hbox (badness 6608) in paragraph at lines 5735--5737 \T1/qtm/m/n/10 The \T1/txtt/m/n/10 KerasModelToCerebrasEstimator \T1/qtm/m/n/10 func-tion should be used to con-vert your Keras model to the [63] Underfull \hbox (badness 5878) in paragraph at lines 5807--5809 []\T1/qtm/m/n/10 Af-ter con-vert-ing to the \T1/txtt/m/n/10 CerebrasEstimator\T 1/qtm/m/n/10 , you can run the com-pile on the model by call-ing the Overfull \vbox (1.60811pt too high) detected at line 5870 [64] [65] [66] [67] [68] Overfull \vbox (0.99501pt too high) detected at line 6198 [69] [70] [71] [72] [73] [74] [75] Underfull \hbox (badness 10000) in paragraph at lines 6520--6522 []\T1/txtt/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, Underfull \hbox (badness 10000) in paragraph at lines 6577--6579 []\T1/txtt/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, Underfull \hbox (badness 10000) in paragraph at lines 6587--6589 []\T1/txtt/m/n/10 [Unsupported TensorFlow] Inconsistent batch sizes detected. T o ensure a fixed Underfull \hbox (badness 10000) in paragraph at lines 6587--6589 \T1/txtt/m/n/10 batch size across all steps, set \TS1/txtt/m/n/10 `\T1/txtt/m/n /10 drop_remainder=True\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 when batching your [76] [77] [78] Chapter 12. [79] [80] [81] Underfull \hbox (badness 10000) in paragraph at lines 6936--6938 []\T1/txtt/m/n/10 dataset.map(time_consuming_mapping).cache().shuffle(shuffle_b uffer). [82] [83] [84] [85 <./sharding-cs-1-example.png>] [86] Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/qhv/m/n/10 Rec-om-mended Cere- Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/txtt/m/n/10 split_utils.py \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/qtm/m/n/10 Text (com-pressed files with [87] [88] [89] [90] [91] [92] [93] [94] Chapter 13. [95] [96 <./run-py-cerebrasestimator-cgc.jpg>] [97] [98] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [99] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [100] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [101] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [102] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [103] [104] [105] [106] [107] [108 <./slurm-command-structure.jpg>] [109] [110] Chapter 14. [111] [112] Chapter 15. [113] [114] Chapter 16. [115 <./incremental-compile.png>] [116] Chapter 17. [117 <./cerebras-analyzer-tools.jpg>] [118] Chapter 18. [119 <./cbfloat16-format.jpg>] [120] Chapter 19. [121] [122] Chapter 20. [123] [124 <./idealized-kernel-mapping.png>] [125 <./delta-t-explanation.jpg>] [126] Chapter 21. [127] [128] [129] [130] [131] (./cerebras-systems-cerebras-systems-developer-documentation.ind [132] Underfull \hbox (badness 6428) in paragraph at lines 8--10 []\T1/txtt/m/n/10 AbstractInterleaveDeinterleaveLayer \T1/qtm/m/n/10 (\T1/qtm/m /it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 10--12 []\T1/txtt/m/n/10 AbstractRecomputeWrapper \T1/qtm/m/n/10 (\T1/qtm/m/it/10 clas s in Overfull \hbox (25.54222pt too wide) in paragraph at lines 12--14 []\T1/txtt/m/n/10 activation_clamp() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.OnlineN ormLayer.OnlineNormLayer Overfull \hbox (71.63232pt too wide) in paragraph at lines 16--18 []\T1/txtt/m/n/10 aggregate() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePa ssingLayer.GraphMessagePassingLayer Overfull \hbox (33.2522pt too wide) in paragraph at lines 18--20 []\T1/txtt/m/n/10 asym_backward() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseT opKLayer.BlockwiseTopKLayer Overfull \hbox (28.00221pt too wide) in paragraph at lines 20--22 []\T1/txtt/m/n/10 asym_forward() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseTo pKLayer.BlockwiseTopKLayer Underfull \hbox (badness 10000) in paragraph at lines 28--30 []\T1/txtt/m/n/10 BatchNormalizationLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 30--32 []\T1/txtt/m/n/10 BinaryCrossEntropyFromLogitsLayer \T1/qtm/m/n/10 (\T1/qtm/m/i t/10 class in Underfull \hbox (badness 10000) in paragraph at lines 35--36 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BahdanauAttention. BahdanauAttention Underfull \hbox (badness 10000) in paragraph at lines 36--38 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseTopKLayer .BlockwiseTopKLayer Underfull \hbox (badness 10000) in paragraph at lines 39--41 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphAttentionLaye r.GraphAttentionLayer Overfull \hbox (23.4024pt too wide) in paragraph at lines 41--43 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphAttentionLaye r.StackedGraphAttentionLayer Overfull \hbox (18.1124pt too wide) in paragraph at lines 43--45 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphConvolutionLa yer.GraphConvolutionLayer Overfull \hbox (24.4524pt too wide) in paragraph at lines 45--47 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphIsomorphismLa yer.GraphIsomorphismLayer Overfull \hbox (50.63239pt too wide) in paragraph at lines 47--49 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePassin gLayer.GraphMessagePassingLayer Underfull \hbox (badness 10000) in paragraph at lines 49--50 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.OnlineNormLayer.On lineNormLayer Overfull \hbox (24.3724pt too wide) in paragraph at lines 50--52 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.PositionEmbeddingL ayer.PositionEmbeddingLayer Overfull \hbox (26.85242pt too wide) in paragraph at lines 52--54 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.SegmentEmbeddingLa yer.SegmentEmbeddingLayer Overfull \hbox (41.62245pt too wide) in paragraph at lines 57--59 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.AbstractRecomputeWr apper.AbstractRecomputeWrapper Underfull \hbox (badness 10000) in paragraph at lines 63--64 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BahdanauAttention.B ahdanauAttention Underfull \hbox (badness 10000) in paragraph at lines 64--66 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BahdanauAttention.S elfBahdanauAttention Overfull \hbox (24.18236pt too wide) in paragraph at lines 67--69 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BatchNormalizationL ayer.BatchNormalizationLayer Overfull \hbox (120.86238pt too wide) in paragraph at lines 69--71 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BinaryCrossEntropyF romLogitsLayer.BinaryCrossEntropyFromLogitsLayer Underfull \hbox (badness 10000) in paragraph at lines 71--72 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseTopKLayer. BlockwiseTopKLayer Overfull \hbox (10.54237pt too wide) in paragraph at lines 73--75 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.Conv2DTransposeLaye r.Conv2DTransposeLayer Overfull \hbox (65.82237pt too wide) in paragraph at lines 75--77 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.CrossEntropyFromLog itsLayer.CrossEntropyFromLogitsLayer Underfull \hbox (badness 10000) in paragraph at lines 80--81 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.FeedForwardNetwork. FeedForwardNetwork Overfull \hbox (34.44243pt too wide) in paragraph at lines 81--83 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GeneralizedDiceLoss Layer.GeneralizedDiceLossLayer Overfull \hbox (68.32234pt too wide) in paragraph at lines 83--85 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GlobalAveragePoolin g2DLayer.GlobalAveragePooling2DLayer Underfull \hbox (badness 10000) in paragraph at lines 85--87 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphAttentionLayer .GraphAttentionLayer [133] Overfull \hbox (18.15242pt too wide) in paragraph at lines 87--89 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphAttentionLayer .StackedGraphAttentionLayer Overfull \hbox (12.86241pt too wide) in paragraph at lines 89--91 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphConvolutionLay er.GraphConvolutionLayer Overfull \hbox (78.3224pt too wide) in paragraph at lines 91--93 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphConvolutionLay er.MessagePassingGraphConvolutionLayer Overfull \hbox (19.20241pt too wide) in paragraph at lines 93--95 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphIsomorphismLay er.GraphIsomorphismLayer Overfull \hbox (45.3824pt too wide) in paragraph at lines 95--97 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePassing Layer.GraphMessagePassingLayer Overfull \hbox (29.84239pt too wide) in paragraph at lines 97--99 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GroupNormalizationL ayer.GroupNormalizationLayer Overfull \hbox (45.68239pt too wide) in paragraph at lines 99--101 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.InstanceNormalizati onLayer.InstanceNormalizationLayer Overfull \hbox (24.3824pt too wide) in paragraph at lines 101--103 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.LayerNormalizationL ayer.LayerNormalizationLayer Overfull \hbox (11.67244pt too wide) in paragraph at lines 104--106 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.MaskedRegionWrapper .DeinterleaveTensorLayer Overfull \hbox (0.56244pt too wide) in paragraph at lines 106--108 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.MaskedRegionWrapper .InterleaveTensorLayer Overfull \hbox (19.12242pt too wide) in paragraph at lines 112--114 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.PositionEmbeddingLa yer.PositionEmbeddingLayer Overfull \hbox (28.28249pt too wide) in paragraph at lines 114--116 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.RecomputeLayersWrap per.RecomputeLayersWrapper Overfull \hbox (156.2824pt too wide) in paragraph at lines 117--119 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.ReversibleAdditiveC ouplingLayerWrapper.ReversibleAdditiveCouplingLayerWrapper Overfull \hbox (85.46245pt too wide) in paragraph at lines 119--121 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 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(rerunfilecheck) Rerun to get outlines right (rerunfilecheck) or use package `bookmark'. ) (see the transcript file for additional information){/usr/share/texmf/fonts/enc /dvips/tex-gyre/q-ec.enc}{/usr/share/texlive/texmf-dist/fonts/enc/dvips/base/8r .enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc} Output written on cerebras-systems-cerebras-systems-developer-documentation.pdf (143 pages, 2230120 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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} ! 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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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}: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.760 ...}:02s, \PYG{l+m}{1}.23s/stages\PYG{o}{]} [10] [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] [31] Underfull \hbox (badness 10000) in paragraph at lines 1783--1791 []\T1/qtm/m/n/10 If \T1/txtt/m/n/10 cache_present_kv \T1/qtm/m/n/10 is \T1/txtt /m/n/10 False\T1/qtm/m/n/10 , re-turns the at-ten-tion out-put ten-sor. If Underfull \hbox (badness 10000) in paragraph at lines 1856--1864 []\T1/qtm/m/n/10 If \T1/txtt/m/n/10 cache_present_kv \T1/qtm/m/n/10 is \T1/txtt /m/n/10 False\T1/qtm/m/n/10 , re-turns the at-ten-tion out-put ten-sor. If [32] Underfull \hbox (badness 10000) in paragraph at lines 1926--1929 []\T1/txtt/bx/n/10 q \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Queries ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1931--1934 []\T1/txtt/bx/n/10 v \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Val-ues ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1945--1949 []\T1/qtm/m/n/10 Bah-danau at-ten-tion layer out-put with shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1975--1978 []\T1/txtt/bx/n/10 q \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Queries ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1980--1983 []\T1/txtt/bx/n/10 v \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^ U Val-ues ten-sor with the shape \T1/txtt/m/n/10 [batch_size,max_seq_len, Underfull \hbox (badness 10000) in paragraph at lines 1994--1998 []\T1/qtm/m/n/10 Bah-danau at-ten-tion layer out-put with shape \T1/txtt/m/n/10 [batch_size,max_seq_len, [33] [34] [35] Underfull \hbox (badness 7907) in paragraph at lines 2436--2444 []\T1/qtm/m/n/10 A 4D ten-sor with shape: \T1/txtt/m/n/10 (samples, filters, ne w_rows, new_cols) \T1/qtm/m/n/10 if [36] Underfull \hbox (badness 7907) in paragraph at lines 2482--2490 []\T1/qtm/m/n/10 A 4D ten-sor with shape: \T1/txtt/m/n/10 (samples, filters, ne w_rows, new_cols) \T1/qtm/m/n/10 if [37] Underfull \hbox (badness 7925) in paragraph at lines 2645--2649 []\T1/txtt/bx/n/10 inputs \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^U An N-D ten-sor with shape: \T1/txtt/m/n/10 (batch_size, ..., [38] [39] [40] Underfull \hbox (badness 10000) in paragraph at lines 3031--3034 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to [41] Underfull \hbox (badness 10000) in paragraph at lines 3177--3180 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to [42] Underfull \hbox (badness 10000) in paragraph at lines 3313--3316 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to Underfull \hbox (badness 10000) in paragraph at lines 3352--3356 \T1/txtt/m/n/10 in_dim] \T1/qtm/m/n/10 and the ad-ja-cency ma-trix of the shape \T1/txtt/m/n/10 [batch_size, num_nodes, [43] Underfull \hbox (badness 10000) in paragraph at lines 3408--3411 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to Underfull \hbox (badness 10000) in paragraph at lines 3520--3523 []\T1/txtt/bx/n/10 kernel_initializer \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 str\T1/q tm/m/n/10 ) ^^U Keras ker-nel ini-tial-izer to use. De-faults to [44] [45] [46] [47] Underfull \hbox (badness 10000) in paragraph at lines 4064--4067 []\T1/qtm/m/n/10 Bases: \T1/txtt/m/n/10 cerebras.models.common.layers.tf.Abstra ctRecomputeWrapper.\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 tf. Underfull \hbox (badness 10000) in paragraph at lines 4079--4082 []\T1/qtm/m/n/10 Bases: \T1/txtt/m/n/10 cerebras.models.common.layers.tf.Abstra ctRecomputeWrapper.\T1/qtm/m/n/10 , [][]\T1/txtt/m/sl/10 tf. [48] Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 []\T1/qtm/m/n/10 A 4D ten-sor with the shape: \T1/txtt/m/n/10 (batch_size, chan nels, pooled_rows, Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 \T1/txtt/m/n/10 pooled_cols) \T1/qtm/m/n/10 if \T1/txtt/m/n/10 data_format=\TS1 /txtt/m/n/10 '\T1/txtt/m/n/10 channels_first\TS1/txtt/m/n/10 ' \T1/qtm/m/n/10 o r a 4D ten-sor Underfull \hbox (badness 10000) in paragraph at lines 4198--4205 \T1/qtm/m/n/10 with shape: \T1/txtt/m/n/10 (batch_size, pooled_rows, pooled_col s, channels) \T1/qtm/m/n/10 if [49] [50] [51] [52] [53] Underfull \hbox (badness 10000) in paragraph at lines 4820--4824 []\T1/txtt/bx/n/10 enable_layer_norm_before_dropout \T1/qtm/m/n/10 (\T1/txtt/m/ sl/10 bool\T1/qtm/m/n/10 ) ^^U Ex-clu-sive from Underfull \hbox (badness 10000) in paragraph at lines 4826--4830 []\T1/txtt/bx/n/10 enable_layer_norm_after_dropout \T1/qtm/m/n/10 (\T1/txtt/m/s l/10 bool\T1/qtm/m/n/10 ) ^^U Ex-clu-sive from [54] Underfull \hbox (badness 10000) in paragraph at lines 4929--4932 []\T1/txtt/bx/n/10 inputs \T1/qtm/m/n/10 (\T1/txtt/m/sl/10 Tensor\T1/qtm/m/n/10 ) ^^U A se-quence of the size \T1/txtt/m/n/10 [batch_size, max_seq_len, [55] [56] Overfull \hbox (12.90366pt too wide) in paragraph at lines 5092--5092 []\T1/qtm/m/it/10 *args: Overfull \hbox (5.04366pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 Any\T1/qtm/m/n/10 , Overfull \hbox (28.76366pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 **kwargs: Overfull \hbox (7.89864pt too wide) in paragraph at lines 5092--5092 \T1/qtm/m/it/10 Any\T1/txtt/m/n/10 )| [57] [58] [59] [60] [61] [62] Chapter 11. Underfull \hbox (badness 6608) in paragraph at lines 5735--5737 \T1/qtm/m/n/10 The \T1/txtt/m/n/10 KerasModelToCerebrasEstimator \T1/qtm/m/n/10 func-tion should be used to con-vert your Keras model to the [63] Underfull \hbox (badness 5878) in paragraph at lines 5807--5809 []\T1/qtm/m/n/10 Af-ter con-vert-ing to the \T1/txtt/m/n/10 CerebrasEstimator\T 1/qtm/m/n/10 , you can run the com-pile on the model by call-ing the Overfull \vbox (1.60811pt too high) detected at line 5870 [64] [65] [66] [67] [68] Overfull \vbox (0.99501pt too high) detected at line 6198 [69] [70] [71] [72] [73] [74] [75] Underfull \hbox (badness 10000) in paragraph at lines 6520--6522 []\T1/txtt/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, Underfull \hbox (badness 10000) in paragraph at lines 6577--6579 []\T1/txtt/m/n/10 dataset = dataset.shuffle(1000).repeat().batch(batch_size, Underfull \hbox (badness 10000) in paragraph at lines 6587--6589 []\T1/txtt/m/n/10 [Unsupported TensorFlow] Inconsistent batch sizes detected. T o ensure a fixed Underfull \hbox (badness 10000) in paragraph at lines 6587--6589 \T1/txtt/m/n/10 batch size across all steps, set \TS1/txtt/m/n/10 `\T1/txtt/m/n /10 drop_remainder=True\TS1/txtt/m/n/10 ` \T1/txtt/m/n/10 when batching your [76] [77] [78] Chapter 12. [79] [80] [81] Underfull \hbox (badness 10000) in paragraph at lines 6936--6938 []\T1/txtt/m/n/10 dataset.map(time_consuming_mapping).cache().shuffle(shuffle_b uffer). [82] [83] [84] [85 <./sharding-cs-1-example.png>] [86] Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/qhv/m/n/10 Rec-om-mended Cere- Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/txtt/m/n/10 split_utils.py \T1/qtm/m/n/10 and Underfull \hbox (badness 10000) in paragraph at lines 7354--7354 []\T1/qtm/m/n/10 Text (com-pressed files with [87] [88] [89] [90] [91] [92] [93] [94] Chapter 13. [95] [96 <./run-py-cerebrasestimator-cgc.jpg>] [97] [98] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [99] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [100] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [101] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [102] Underfull \vbox (badness 10000) detected at line 8333 Underfull \vbox (badness 10000) detected at line 8333 [103] [104] [105] [106] [107] [108 <./slurm-command-structure.jpg>] [109] [110] Chapter 14. [111] [112] Chapter 15. [113] [114] Chapter 16. [115 <./incremental-compile.png>] [116] Chapter 17. [117 <./cerebras-analyzer-tools.jpg>] [118] Chapter 18. [119 <./cbfloat16-format.jpg>] [120] Chapter 19. [121] [122] Chapter 20. [123] [124 <./idealized-kernel-mapping.png>] [125 <./delta-t-explanation.jpg>] [126] Chapter 21. [127] [128] [129] [130] [131] (./cerebras-systems-cerebras-systems-developer-documentation.ind [132] Underfull \hbox (badness 6428) in paragraph at lines 8--10 []\T1/txtt/m/n/10 AbstractInterleaveDeinterleaveLayer \T1/qtm/m/n/10 (\T1/qtm/m /it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 10--12 []\T1/txtt/m/n/10 AbstractRecomputeWrapper \T1/qtm/m/n/10 (\T1/qtm/m/it/10 clas s in Overfull \hbox (25.54222pt too wide) in paragraph at lines 12--14 []\T1/txtt/m/n/10 activation_clamp() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.OnlineN ormLayer.OnlineNormLayer Overfull \hbox (71.63232pt too wide) in paragraph at lines 16--18 []\T1/txtt/m/n/10 aggregate() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePa ssingLayer.GraphMessagePassingLayer Overfull \hbox (33.2522pt too wide) in paragraph at lines 18--20 []\T1/txtt/m/n/10 asym_backward() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseT opKLayer.BlockwiseTopKLayer Overfull \hbox (28.00221pt too wide) in paragraph at lines 20--22 []\T1/txtt/m/n/10 asym_forward() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseTo pKLayer.BlockwiseTopKLayer Underfull \hbox (badness 10000) in paragraph at lines 28--30 []\T1/txtt/m/n/10 BatchNormalizationLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 30--32 []\T1/txtt/m/n/10 BinaryCrossEntropyFromLogitsLayer \T1/qtm/m/n/10 (\T1/qtm/m/i t/10 class in Underfull \hbox (badness 10000) in paragraph at lines 35--36 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BahdanauAttention. BahdanauAttention Underfull \hbox (badness 10000) in paragraph at lines 36--38 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseTopKLayer .BlockwiseTopKLayer Underfull \hbox (badness 10000) in paragraph at lines 39--41 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphAttentionLaye r.GraphAttentionLayer Overfull \hbox (23.4024pt too wide) in paragraph at lines 41--43 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphAttentionLaye r.StackedGraphAttentionLayer Overfull \hbox (18.1124pt too wide) in paragraph at lines 43--45 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphConvolutionLa yer.GraphConvolutionLayer Overfull \hbox (24.4524pt too wide) in paragraph at lines 45--47 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphIsomorphismLa yer.GraphIsomorphismLayer Overfull \hbox (50.63239pt too wide) in paragraph at lines 47--49 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePassin gLayer.GraphMessagePassingLayer Underfull \hbox (badness 10000) in paragraph at lines 49--50 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.OnlineNormLayer.On lineNormLayer Overfull \hbox (24.3724pt too wide) in paragraph at lines 50--52 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.PositionEmbeddingL ayer.PositionEmbeddingLayer Overfull \hbox (26.85242pt too wide) in paragraph at lines 52--54 []\T1/txtt/m/n/10 build() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.SegmentEmbeddingLa yer.SegmentEmbeddingLayer Overfull \hbox (41.62245pt too wide) in paragraph at lines 57--59 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.AbstractRecomputeWr apper.AbstractRecomputeWrapper Underfull \hbox (badness 10000) in paragraph at lines 63--64 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BahdanauAttention.B ahdanauAttention Underfull \hbox (badness 10000) in paragraph at lines 64--66 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BahdanauAttention.S elfBahdanauAttention Overfull \hbox (24.18236pt too wide) in paragraph at lines 67--69 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BatchNormalizationL ayer.BatchNormalizationLayer Overfull \hbox (120.86238pt too wide) in paragraph at lines 69--71 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BinaryCrossEntropyF romLogitsLayer.BinaryCrossEntropyFromLogitsLayer Underfull \hbox (badness 10000) in paragraph at lines 71--72 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseTopKLayer. BlockwiseTopKLayer Overfull \hbox (10.54237pt too wide) in paragraph at lines 73--75 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.Conv2DTransposeLaye r.Conv2DTransposeLayer Overfull \hbox (65.82237pt too wide) in paragraph at lines 75--77 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.CrossEntropyFromLog itsLayer.CrossEntropyFromLogitsLayer Underfull \hbox (badness 10000) in paragraph at lines 80--81 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.FeedForwardNetwork. FeedForwardNetwork Overfull \hbox (34.44243pt too wide) in paragraph at lines 81--83 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GeneralizedDiceLoss Layer.GeneralizedDiceLossLayer Overfull \hbox (68.32234pt too wide) in paragraph at lines 83--85 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GlobalAveragePoolin g2DLayer.GlobalAveragePooling2DLayer Underfull \hbox (badness 10000) in paragraph at lines 85--87 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphAttentionLayer .GraphAttentionLayer [133] Overfull \hbox (18.15242pt too wide) in paragraph at lines 87--89 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphAttentionLayer .StackedGraphAttentionLayer Overfull \hbox (12.86241pt too wide) in paragraph at lines 89--91 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphConvolutionLay er.GraphConvolutionLayer Overfull \hbox (78.3224pt too wide) in paragraph at lines 91--93 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphConvolutionLay er.MessagePassingGraphConvolutionLayer Overfull \hbox (19.20241pt too wide) in paragraph at lines 93--95 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphIsomorphismLay er.GraphIsomorphismLayer Overfull \hbox (45.3824pt too wide) in paragraph at lines 95--97 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePassing Layer.GraphMessagePassingLayer Overfull \hbox (29.84239pt too wide) in paragraph at lines 97--99 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GroupNormalizationL ayer.GroupNormalizationLayer Overfull \hbox (45.68239pt too wide) in paragraph at lines 99--101 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.InstanceNormalizati onLayer.InstanceNormalizationLayer Overfull \hbox (24.3824pt too wide) in paragraph at lines 101--103 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.LayerNormalizationL ayer.LayerNormalizationLayer Overfull \hbox (11.67244pt too wide) in paragraph at lines 104--106 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.MaskedRegionWrapper .DeinterleaveTensorLayer Overfull \hbox (0.56244pt too wide) in paragraph at lines 106--108 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.MaskedRegionWrapper .InterleaveTensorLayer Overfull \hbox (19.12242pt too wide) in paragraph at lines 112--114 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.PositionEmbeddingLa yer.PositionEmbeddingLayer Overfull \hbox (28.28249pt too wide) in paragraph at lines 114--116 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.RecomputeLayersWrap per.RecomputeLayersWrapper Overfull \hbox (156.2824pt too wide) in paragraph at lines 117--119 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.ReversibleAdditiveC ouplingLayerWrapper.ReversibleAdditiveCouplingLayerWrapper Overfull \hbox (85.46245pt too wide) in paragraph at lines 119--121 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.ReversibleResidualL ayerWrapper.ReversibleResidualLayerWrapper Underfull \hbox (badness 10000) in paragraph at lines 121--122 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.ReversibleWhileLoop .BodyWrapShim Underfull \hbox (badness 10000) in paragraph at lines 122--124 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.ReversibleWhileLoop .ReversibleWhileLoop Underfull \hbox (badness 10000) in paragraph at lines 124--125 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.RNNEncoderBlock.RNN EncoderBlock Overfull \hbox (21.60243pt too wide) in paragraph at lines 126--128 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.SegmentEmbeddingLay er.SegmentEmbeddingLayer Overfull \hbox (32.02238pt too wide) in paragraph at lines 128--130 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.SharedWeightsDenseL ayer.SharedWeightsDenseLayer Underfull \hbox (badness 10000) in paragraph at lines 130--131 []\T1/txtt/m/n/10 call() \T1/qtm/m/n/10 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(\T1/qtm/m/it/10 tf.MaskedRegio nWrapper.AbstractInterleaveDeinterleaveLayer Overfull \hbox (46.8415pt too wide) in paragraph at lines 146--148 []\T1/txtt/m/n/10 DEINT_MULTIPLY \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.MaskedRegio nWrapper.MaskedRegionWrapper Overfull \hbox (100.22148pt too wide) in paragraph at lines 148--150 []\T1/txtt/m/n/10 DEINT_TF_WHERE \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.MaskedRegio nWrapper.AbstractInterleaveDeinterleaveLayer Overfull \hbox (46.8415pt too wide) in paragraph at lines 150--152 []\T1/txtt/m/n/10 DEINT_TF_WHERE \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.MaskedRegio nWrapper.MaskedRegionWrapper Underfull \hbox (badness 10000) in paragraph at lines 152--154 []\T1/txtt/m/n/10 DeinterleaveTensorLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Overfull \hbox (11.59225pt too wide) in paragraph at lines 159--161 []\T1/txtt/m/n/10 embedding_table() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.Embeddin gLayer.EmbeddingLayer Underfull \hbox (badness 10000) in paragraph at lines 165--166 []\T1/txtt/m/n/10 FeedForwardNetwork \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 169--171 []\T1/txtt/m/n/10 gelu() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.ActivationLayer.Act ivationLayer static Underfull \hbox (badness 10000) in paragraph at lines 171--173 []\T1/txtt/m/n/10 GeneralizedDiceLossLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 clas s in Overfull \hbox (50.63239pt too wide) in paragraph at lines 174--176 []\T1/txtt/m/n/10 get_i() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePassin gLayer.GraphMessagePassingLayer Overfull \hbox (50.63239pt too wide) in paragraph at lines 176--178 []\T1/txtt/m/n/10 get_j() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePassin gLayer.GraphMessagePassingLayer Overfull \hbox (76.88231pt too wide) in paragraph at lines 178--180 []\T1/txtt/m/n/10 get_kwargs() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessageP assingLayer.GraphMessagePassingLayer Underfull \hbox (badness 10000) in paragraph at lines 180--182 []\T1/txtt/m/n/10 GlobalAveragePooling2DLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 c lass in Overfull \hbox (38.50218pt too wide) in paragraph at lines 182--184 []\T1/txtt/m/n/10 gpu_apply_topk() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.Blockwise TopKLayer.BlockwiseTopKLayer Underfull \hbox (badness 10000) in paragraph at lines 184--185 []\T1/txtt/m/n/10 GraphAttentionLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 185--187 []\T1/txtt/m/n/10 GraphConvolutionLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class i n Underfull \hbox (badness 10000) in paragraph at lines 187--189 []\T1/txtt/m/n/10 GraphIsomorphismLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class i n [134] Underfull \hbox (badness 10000) in paragraph at lines 189--191 []\T1/txtt/m/n/10 GraphMessagePassingLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 clas s in Underfull \hbox (badness 10000) in paragraph at lines 191--193 []\T1/txtt/m/n/10 GroupNormalizationLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 196--198 []\T1/txtt/m/n/10 InstanceNormalizationLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 cl ass in Underfull \hbox (badness 10000) in paragraph at lines 198--199 []\T1/txtt/m/n/10 InterleaveTensorLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class i n Overfull \hbox (104.62227pt too wide) in paragraph at lines 199--201 []\T1/txtt/m/n/10 is_in_while_loop() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.Abstrac tRecomputeWrapper.AbstractRecomputeWrapper Overfull \hbox (9.79227pt too wide) in paragraph at lines 204--206 []\T1/txtt/m/n/10 layer_scaling() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.OnlineNorm Layer.OnlineNormLayer Underfull \hbox (badness 10000) in paragraph at lines 206--208 []\T1/txtt/m/n/10 LayerNormalizationLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 212--213 []\T1/txtt/m/n/10 MaskedRegionWrapper \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Overfull \hbox (94.07236pt too wide) in paragraph at lines 214--216 []\T1/txtt/m/n/10 message() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphConvolution Layer.MessagePassingGraphConvolutionLayer Overfull \hbox (34.95236pt too wide) in paragraph at lines 216--218 []\T1/txtt/m/n/10 message() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphIsomorphism Layer.GraphIsomorphismLayer Overfull \hbox (61.13235pt too wide) in paragraph at lines 218--220 []\T1/txtt/m/n/10 message() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePass ingLayer.GraphMessagePassingLayer Underfull \hbox (badness 6428) in paragraph at lines 220--222 []\T1/txtt/m/n/10 MessagePassingGraphConvolutionLayer \T1/qtm/m/n/10 (\T1/qtm/m /it/10 class in Overfull \hbox (7.87187pt too wide) in paragraph at lines 260--261 []| \T1/txtt/m/n/10 tf.ReversibleAdditiveCouplingLayerWrapper\T1/qtm/m/n/10 , Underfull \hbox (badness 10000) in paragraph at lines 274--276 []\T1/txtt/m/n/10 NormalizationLayerWrapper \T1/qtm/m/n/10 (\T1/qtm/m/it/10 cla ss in Underfull \hbox (badness 10000) in paragraph at lines 285--287 []\T1/txtt/m/n/10 PositionEmbeddingLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 287--289 []\T1/txtt/m/n/10 PrePostProcessWrapper \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class i n Overfull \hbox (71.63232pt too wide) in paragraph at lines 289--291 []\T1/txtt/m/n/10 propagate() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePa ssingLayer.GraphMessagePassingLayer Underfull \hbox (badness 10000) in paragraph at lines 294--296 []\T1/txtt/m/n/10 RecomputeLayersWrapper \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Overfull \hbox (3.87248pt too wide) in paragraph at lines 297--299 \T1/qtm/m/it/10 in tf.ReversibleAdditiveCouplingLayerWrapper\T1/qtm/m/n/10 ), [135] Underfull \hbox (badness 10000) in paragraph at lines 299--301 []\T1/txtt/m/n/10 ReversibleResidualLayerWrapper \T1/qtm/m/n/10 (\T1/qtm/m/it/1 0 class in Underfull \hbox (badness 10000) in paragraph at lines 301--302 []\T1/txtt/m/n/10 ReversibleWhileLoop \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 307--309 []\T1/txtt/m/n/10 SegmentEmbeddingLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class i n Underfull \hbox (badness 10000) in paragraph at lines 310--311 []\T1/txtt/m/n/10 SelfBahdanauAttention \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class i n Underfull \hbox (badness 10000) in paragraph at lines 312--314 []\T1/txtt/m/n/10 SharedWeightsDenseLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 class in Underfull \hbox (badness 10000) in paragraph at lines 317--319 []\T1/txtt/m/n/10 StackedGraphAttentionLayer \T1/qtm/m/n/10 (\T1/qtm/m/it/10 cl ass in Overfull \hbox (12.25226pt too wide) in paragraph at lines 321--323 []\T1/txtt/m/n/10 symmetric() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.BlockwiseTopKL ayer.BlockwiseTopKLayer [136] Overfull \hbox (55.88237pt too wide) in paragraph at lines 425--427 []\T1/txtt/m/n/10 update() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.GraphMessagePassi ngLayer.GraphMessagePassingLayer Overfull \hbox (49.28242pt too wide) in paragraph at lines 430--432 []\T1/txtt/m/n/10 WarnedOnce \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.RecomputeLayers Wrapper.RecomputeLayersWrapper Overfull \hbox (14.43233pt too wide) in paragraph at lines 433--435 []\T1/txtt/m/n/10 wrap_cond() \T1/qtm/m/n/10 (\T1/qtm/m/it/10 tf.ReversibleWhil eLoop.ReversibleWhileLoop [137]) (./cerebras-systems-cerebras-systems-developer-documentation.aux) ) (see the transcript file for additional information){/usr/share/texmf/fonts/enc /dvips/tex-gyre/q-ec.enc}{/usr/share/texlive/texmf-dist/fonts/enc/dvips/base/8r .enc}{/usr/share/texmf/fonts/enc/dvips/tex-gyre/q-ts1.enc} Output written on cerebras-systems-cerebras-systems-developer-documentation.pdf (143 pages, 2230449 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: 2021-06-10T00:57:41.261496Z, end-time: 2021-06-10T00:57:41.339037Z, 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