René's URL Explorer Experiment

Title: Better performance with tf.function | TensorFlow Core

Open Graph Title: Better performance with tf.function | TensorFlow Core

Opengraph URL: https://www.tensorflow.org/guide/function

Hey, it has json ld scripts:

  {
    "@context": "https://schema.org",
    "@type": "Article",
    
    "headline": "Better performance with tf.function"
  }

  {
    "@context": "https://schema.org",
    "@type": "BreadcrumbList",
    "itemListElement": [{
      "@type": "ListItem",
      "position": 1,
      "name": "TensorFlow Core",
      "item": "https://www.tensorflow.org/tutorials"
    },{
      "@type": "ListItem",
      "position": 2,
      "name": "Better performance with tf.function",
      "item": "https://www.tensorflow.org/guide/function"
    }]
  }

google-signin-client-id	157101835696-ooapojlodmuabs2do2vuhhnf90bccmoi.apps.googleusercontent.com
google-signin-scope	profile email https://www.googleapis.com/auth/developerprofiles https://www.googleapis.com/auth/developerprofiles.award https://www.googleapis.com/auth/devprofiles.full_control.firstparty
og:site_name	TensorFlow
og:type	website
theme-color	#ff6f00
None	tf.zeros
og:image	https://www.tensorflow.org/static/images/tf_logo_social.png
og:image:width	1200
og:image:height	675
og:locale	en
twitter:card	summary_large_image

Links:

Skip to main content	https://tensorflow.org/guide/function#main-content
	https://tensorflow.org/
Install	https://www.tensorflow.org/install
Learn	https://www.tensorflow.org/learn
Introduction New to TensorFlow?	https://www.tensorflow.org/learn
Tutorials Learn how to use TensorFlow with end-to-end examples	https://www.tensorflow.org/tutorials
Guide Learn framework concepts and components	https://www.tensorflow.org/guide
Learn ML Educational resources to master your path with TensorFlow	https://www.tensorflow.org/resources/learn-ml
API	https://www.tensorflow.org/api
TensorFlow (v2.16.1)	https://www.tensorflow.org/api/stable
Versions…	https://www.tensorflow.org/versions
TensorFlow.js	https://js.tensorflow.org/api/latest/
TensorFlow Lite	https://www.tensorflow.org/lite/api_docs
TFX	https://www.tensorflow.org/tfx/api_docs
Ecosystem	https://www.tensorflow.org/resources/models-datasets
TensorFlow.js Develop web ML applications in JavaScript	https://www.tensorflow.org/js
TensorFlow Lite Deploy ML on mobile, microcontrollers and other edge devices	https://www.tensorflow.org/lite
TFX Build production ML pipelines	https://www.tensorflow.org/tfx
All libraries Create advanced models and extend TensorFlow	https://www.tensorflow.org/resources/libraries-extensions
Models & datasets Pre-trained models and datasets built by Google and the community	https://www.tensorflow.org/resources/models-datasets
Tools Tools to support and accelerate TensorFlow workflows	https://www.tensorflow.org/resources/tools
Responsible AI Resources for every stage of the ML workflow	https://www.tensorflow.org/responsible_ai
Recommendation systems Build recommendation systems with open source tools	https://www.tensorflow.org/resources/recommendation-systems
Community	https://www.tensorflow.org/community
Groups User groups, interest groups and mailing lists	https://www.tensorflow.org/community/groups
Contribute Guide for contributing to code and documentation	https://www.tensorflow.org/community/contribute
Blog Stay up to date with all things TensorFlow	https://blog.tensorflow.org/
Forum Discussion platform for the TensorFlow community	https://discuss.tensorflow.org
Why TensorFlow	https://www.tensorflow.org/about
About	https://www.tensorflow.org/about
Case studies	https://www.tensorflow.org/about/case-studies
GitHub	https://github.com/tensorflow
TensorFlow Core	https://www.tensorflow.org/tutorials
Tutorials	https://www.tensorflow.org/tutorials
Guide	https://www.tensorflow.org/guide
Migrate to TF2	https://www.tensorflow.org/guide/migrate
TF 1 ↗	https://github.com/tensorflow/docs/tree/master/site/en/r1
	https://tensorflow.org/
Install	https://tensorflow.org/install
Learn	https://tensorflow.org/learn
Tutorials	https://tensorflow.org/tutorials
Guide	https://tensorflow.org/guide
Migrate to TF2	https://tensorflow.org/guide/migrate
TF 1 ↗	https://github.com/tensorflow/docs/tree/master/site/en/r1
API	https://tensorflow.org/api
Ecosystem	https://tensorflow.org/resources/models-datasets
Community	https://tensorflow.org/community
Why TensorFlow	https://tensorflow.org/about
GitHub	https://github.com/tensorflow
TensorFlow guide	https://tensorflow.org/guide
Overview	https://tensorflow.org/guide/basics
Tensors	https://tensorflow.org/guide/tensor
Variables	https://tensorflow.org/guide/variable
Automatic differentiation	https://tensorflow.org/guide/autodiff
Graphs and functions	https://tensorflow.org/guide/intro_to_graphs
Modules, layers, and models	https://tensorflow.org/guide/intro_to_modules
Training loops	https://tensorflow.org/guide/basic_training_loops
Overview	https://tensorflow.org/guide/keras
The Sequential model	https://tensorflow.org/guide/keras/sequential_model
The Functional API	https://tensorflow.org/guide/keras/functional_api
Training & evaluation with the built-in methods	https://tensorflow.org/guide/keras/training_with_built_in_methods
Making new layers and models via subclassing	https://tensorflow.org/guide/keras/making_new_layers_and_models_via_subclassing
Serialization and saving	https://tensorflow.org/guide/keras/serialization_and_saving
Customizing Saving	https://tensorflow.org/guide/keras/customizing_saving_and_serialization
Working with preprocessing layers	https://tensorflow.org/guide/keras/preprocessing_layers
Customizing what happens in fit()	https://tensorflow.org/guide/keras/customizing_what_happens_in_fit
Writing a training loop from scratch	https://tensorflow.org/guide/keras/writing_a_training_loop_from_scratch
Working with RNNs	https://tensorflow.org/guide/keras/working_with_rnns
Understanding masking & padding	https://tensorflow.org/guide/keras/understanding_masking_and_padding
Writing your own callbacks	https://tensorflow.org/guide/keras/writing_your_own_callbacks
Transfer learning & fine-tuning	https://tensorflow.org/guide/keras/transfer_learning
Multi-GPU and distributed training	https://tensorflow.org/guide/keras/distributed_training
Overview	https://tensorflow.org/guide/core
Quickstart for Core	https://tensorflow.org/guide/core/quickstart_core
Logistic regression	https://tensorflow.org/guide/core/logistic_regression_core
Multilayer perceptrons	https://tensorflow.org/guide/core/mlp_core
Matrix approximation	https://tensorflow.org/guide/core/matrix_core
Custom optimizers	https://tensorflow.org/guide/core/optimizers_core
DTensor with Core APIs	https://tensorflow.org/guide/core/distribution
Tensor slicing	https://tensorflow.org/guide/tensor_slicing
Advanced autodiff	https://tensorflow.org/guide/advanced_autodiff
Ragged tensor	https://tensorflow.org/guide/ragged_tensor
Sparse tensor	https://tensorflow.org/guide/sparse_tensor
Random number generation	https://tensorflow.org/guide/random_numbers
NumPy API	https://tensorflow.org/guide/tf_numpy
NumPy API Type Promotion	https://tensorflow.org/guide/tf_numpy_type_promotion
DTensor concepts	https://tensorflow.org/guide/dtensor_overview
Thinking in TensorFlow 2	https://tensorflow.org/guide/effective_tf2
Create an op	https://tensorflow.org/guide/create_op
Extension types	https://tensorflow.org/guide/extension_type
tf.data	https://tensorflow.org/guide/data
Optimize pipeline performance	https://tensorflow.org/guide/data_performance
Analyze pipeline performance	https://tensorflow.org/guide/data_performance_analysis
Checkpoint	https://tensorflow.org/guide/checkpoint
SavedModel	https://tensorflow.org/guide/saved_model
Import a JAX model using JAX2TF	https://tensorflow.org/guide/jax2tf
Distributed training	https://tensorflow.org/guide/distributed_training
GPU	https://tensorflow.org/guide/gpu
TPU	https://tensorflow.org/guide/tpu
Better performance with tf.function	https://tensorflow.org/guide/function
Profile TensorFlow performance	https://tensorflow.org/guide/profiler
Optimize GPU Performance	https://tensorflow.org/guide/gpu_performance_analysis
Graph optimization	https://tensorflow.org/guide/graph_optimization
Mixed precision	https://tensorflow.org/guide/mixed_precision
Overview	https://tensorflow.org/tfmodels
Training with Orbit	https://tensorflow.org/tfmodels/orbit
TFModels - NLP	https://tensorflow.org/tfmodels/nlp
Example: Image classification	https://tensorflow.org/tfmodels/vision/image_classification
Example: Object Detection	https://tensorflow.org/tfmodels/vision/object_detection
Example: Semantic Segmentation	https://tensorflow.org/tfmodels/vision/semantic_segmentation
Example: Instance Segmentation	https://tensorflow.org/tfmodels/vision/instance_segmentation
Estimator overview	https://tensorflow.org/guide/estimator
Version compatibility	https://tensorflow.org/guide/versions
Introduction	https://tensorflow.org/learn
Tutorials	https://tensorflow.org/tutorials
Guide	https://tensorflow.org/guide
Learn ML	https://tensorflow.org/resources/learn-ml
TensorFlow (v2.16.1)	https://tensorflow.org/api/stable
Versions…	https://tensorflow.org/versions
TensorFlow.js	https://js.tensorflow.org/api/latest/
TensorFlow Lite	https://tensorflow.org/lite/api_docs
TFX	https://tensorflow.org/tfx/api_docs
TensorFlow.js	https://tensorflow.org/js
TensorFlow Lite	https://tensorflow.org/lite
TFX	https://tensorflow.org/tfx
All libraries	https://tensorflow.org/resources/libraries-extensions
Models & datasets	https://tensorflow.org/resources/models-datasets
Tools	https://tensorflow.org/resources/tools
Responsible AI	https://tensorflow.org/responsible_ai
Recommendation systems	https://tensorflow.org/resources/recommendation-systems
Groups	https://tensorflow.org/community/groups
Contribute	https://tensorflow.org/community/contribute
Blog	https://blog.tensorflow.org/
Forum	https://discuss.tensorflow.org
About	https://tensorflow.org/about
Case studies	https://tensorflow.org/about/case-studies
TensorFlow	https://www.tensorflow.org/
Learn	https://www.tensorflow.org/learn
TensorFlow Core	https://www.tensorflow.org/tutorials
Guide	https://www.tensorflow.org/guide
View on TensorFlow.org	https://www.tensorflow.org/guide/function
Run in Google Colab	https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/guide/function.ipynb
View source on GitHub	https://github.com/tensorflow/docs/blob/master/site/en/guide/function.ipynb
Download notebook	https://storage.googleapis.com/tensorflow_docs/docs/site/en/guide/function.ipynb
eager execution	https://tensorflow.org/guide/basics
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
@tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
@tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
TensorFlow Graph	https://www.tensorflow.org/guide/intro_to_graphs#what_are_graphs
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
"Rules of tracing"	https://tensorflow.org/guide/function#rules_of_tracing
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
get_concrete_function	https://tensorflow.org/guide/function#obtaining_concrete_functions
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.types.experimental.PolymorphicFunction	https://www.tensorflow.org/api_docs/python/tf/types/experimental/PolymorphicFunction
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.types.experimental.TraceType	https://www.tensorflow.org/api_docs/python/tf/types/experimental/TraceType
tf.types.experimental.FunctionType	https://www.tensorflow.org/api_docs/python/tf/types/experimental/FunctionType
subtyping	https://en.wikipedia.org/wiki/Subtyping
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
weakref	https://docs.python.org/3/library/weakref.html
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
free variables	https://docs.python.org/3/reference/executionmodel.html#binding-of-names
this section	https://tensorflow.org/guide/function#depending_on_python_global_and_free_variables
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.types.experimental.FunctionType	https://www.tensorflow.org/api_docs/python/tf/types/experimental/FunctionType
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
Transformer	https://www.tensorflow.org/text/tutorials/transformer
Deep Dream	https://www.tensorflow.org/tutorials/generative/deepdream
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.experimental.ExtensionType	https://www.tensorflow.org/api_docs/python/tf/experimental/ExtensionType
tf.TypeSpec	https://www.tensorflow.org/api_docs/python/tf/TypeSpec
tf.TypeSpec	https://www.tensorflow.org/api_docs/python/tf/TypeSpec
Extension types	https://tensorflow.org/guide/extension_type
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.types.experimental.AtomicFunction	https://www.tensorflow.org/api_docs/python/tf/types/experimental/AtomicFunction
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.config.run_functions_eagerly(True)	https://www.tensorflow.org/api_docs/python/tf/config/run_functions_eagerly
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.print	https://www.tensorflow.org/api_docs/python/tf/print
tf.debugging.enable_check_numerics	https://www.tensorflow.org/api_docs/python/tf/debugging/enable_check_numerics
Python debugger	https://docs.python.org/3/library/pdb.html
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.cond	https://www.tensorflow.org/api_docs/python/tf/cond
tf.while_loop	https://www.tensorflow.org/api_docs/python/tf/while_loop
tf.cond	https://www.tensorflow.org/api_docs/python/tf/cond
AutoGraph tracing effects	https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/autograph/g3doc/reference/control_flow.md#effects-of-the-tracing-process
reference documentation	https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/autograph/g3doc/reference/control_flow.md#if-statements
tf.while_loop	https://www.tensorflow.org/api_docs/python/tf/while_loop
tf.while_loop	https://www.tensorflow.org/api_docs/python/tf/while_loop
tf.data.Dataset	https://www.tensorflow.org/api_docs/python/tf/data/Dataset
tf.data.Dataset	https://www.tensorflow.org/api_docs/python/tf/data/Dataset
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
reference documentation	https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/autograph/g3doc/reference/control_flow.md#while-statements
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.data.Dataset	https://www.tensorflow.org/api_docs/python/tf/data/Dataset
tf.data.Dataset.from_generator	https://www.tensorflow.org/api_docs/python/tf/data/Dataset#from_generator
tf.py_function	https://www.tensorflow.org/api_docs/python/tf/py_function
tf.constant()	https://www.tensorflow.org/api_docs/python/tf/constant
tf.data: Build TensorFlow input pipelines	https://tensorflow.org/guide/data
tf.TensorArray	https://www.tensorflow.org/api_docs/python/tf/TensorArray
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.Graph	https://www.tensorflow.org/api_docs/python/tf/Graph
tf.data	https://www.tensorflow.org/api_docs/python/tf/data
tf.print	https://www.tensorflow.org/api_docs/python/tf/print
tf.summary	https://www.tensorflow.org/api_docs/python/tf/summary
tf.Variable.assign	https://www.tensorflow.org/api_docs/python/tf/Variable#assign
tf.TensorArray	https://www.tensorflow.org/api_docs/python/tf/TensorArray
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.py_function	https://www.tensorflow.org/api_docs/python/tf/py_function
tf.py_function	https://www.tensorflow.org/api_docs/python/tf/py_function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.py_function	https://www.tensorflow.org/api_docs/python/tf/py_function
free variables	https://docs.python.org/3/reference/executionmodel.html#binding-of-names
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.init_scope	https://www.tensorflow.org/api_docs/python/tf/init_scope
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
"Accumulating values in a loop"	https://tensorflow.org/guide/function#accumulating_values_in_a_loop
tf.Variable	https://www.tensorflow.org/guide/variable
tf.TensorArray	https://www.tensorflow.org/api_docs/python/tf/TensorArray
tf.data.Iterator	https://www.tensorflow.org/api_docs/python/tf/data/Iterator
AutoGraph transformations	https://tensorflow.org/guide/function#autograph_transformations
tf.data	https://www.tensorflow.org/guide/data
tf.Variable	https://www.tensorflow.org/api_docs/python/tf/Variable
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.Variable	https://www.tensorflow.org/api_docs/python/tf/Variable
Variable.assign	https://www.tensorflow.org/api_docs/python/tf/Variable#assign
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
Extension types	https://tensorflow.org/guide/extension_type
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.nest	https://www.tensorflow.org/api_docs/python/tf/nest
rules of tracing	https://tensorflow.org/guide/function#rules_of_tracing
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
same instance-based TraceType	https://tensorflow.org/guide/function#rules_of_tracing
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
Tracing Protocol	https://tensorflow.org/guide/function#use_the_tracing_protocol
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
retracing can be expensive	https://www.tensorflow.org/guide/intro_to_graphs#tracing_and_performance
tf.Variable	https://www.tensorflow.org/api_docs/python/tf/Variable
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.Variable	https://www.tensorflow.org/api_docs/python/tf/Variable
tf.Variable	https://www.tensorflow.org/api_docs/python/tf/Variable
tf.Variable	https://www.tensorflow.org/api_docs/python/tf/Variable
tf.Module	https://www.tensorflow.org/api_docs/python/tf/Module
@tf.function	https://www.tensorflow.org/api_docs/python/tf/function
do not have their input shape defined	https://www.tensorflow.org/guide/keras/custom_layers_and_models#best_practice_deferring_weight_creation_until_the_shape_of_the_inputs_is_known
tf.Variable	https://www.tensorflow.org/api_docs/python/tf/Variable
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
tf.function	https://www.tensorflow.org/api_docs/python/tf/function
SavedModel guide	https://www.tensorflow.org/guide/saved_model
Grappler guide	https://www.tensorflow.org/guide/graph_optimization
Profiler guide	https://www.tensorflow.org/guide/profiler
Creative Commons Attribution 4.0 License	https://creativecommons.org/licenses/by/4.0/
Apache 2.0 License	https://www.apache.org/licenses/LICENSE-2.0
Google Developers Site Policies	https://developers.google.com/site-policies
Blog	https://blog.tensorflow.org
Forum	https://discuss.tensorflow.org
GitHub	https://github.com/tensorflow/
Twitter	https://twitter.com/tensorflow
YouTube	https://youtube.com/tensorflow
Issue tracker	https://github.com/tensorflow/tensorflow/issues
Release notes	https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md
Stack Overflow	https://stackoverflow.com/questions/tagged/tensorflow
Brand guidelines	https://tensorflow.org/extras/tensorflow_brand_guidelines.pdf
Cite TensorFlow	https://tensorflow.org/about/bib
Terms	https://policies.google.com/terms
Privacy	https://policies.google.com/privacy
Manage cookies	https://tensorflow.org/guide/function
Subscribe	https://www.tensorflow.org/subscribe

Viewport: width=device-width, initial-scale=1

URLs of crawlers that visited me.