From 085e5d8683cb0f09b564dc292e284fe5118c8cba Mon Sep 17 00:00:00 2001 From: Shanshan Wu Date: Mon, 23 Jan 2023 15:03:59 -0800 Subject: [PATCH] Increment the version and add release notes. PiperOrigin-RevId: 504091659 --- CITATION.cff | 2 +- RELEASE.md | 20 +++++++++++++++++++ ...our_own_federated_learning_algorithm.ipynb | 4 ++-- .../composing_learning_algorithms.ipynb | 8 ++++---- docs/tutorials/custom_aggregators.ipynb | 4 ++-- ...erated_algorithm_with_tff_optimizers.ipynb | 4 ++-- .../custom_federated_algorithms_1.ipynb | 4 ++-- .../custom_federated_algorithms_2.ipynb | 4 ++-- ...ed_learning_for_image_classification.ipynb | 4 ++-- ...derated_learning_for_text_generation.ipynb | 4 ++-- ...d_learning_with_differential_privacy.ipynb | 4 ++-- ...onstruction_for_matrix_factorization.ipynb | 4 ++-- docs/tutorials/federated_select.ipynb | 4 ++-- ...rformance_simulation_with_kubernetes.ipynb | 4 ++-- docs/tutorials/jax_support.ipynb | 4 ++-- docs/tutorials/loading_remote_data.ipynb | 4 ++-- docs/tutorials/private_heavy_hitters.ipynb | 4 ++-- docs/tutorials/random_noise_generation.ipynb | 4 ++-- docs/tutorials/simulations.ipynb | 4 ++-- .../simulations_with_accelerators.ipynb | 4 ++-- .../tutorials/sparse_federated_learning.ipynb | 4 ++-- ...erated_learning_research_compression.ipynb | 4 ++-- .../tuning_recommended_aggregators.ipynb | 4 ++-- docs/tutorials/working_with_client_data.ipynb | 4 ++-- tensorflow_federated/version.py | 2 +- 25 files changed, 68 insertions(+), 48 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index 0dbbf5a684..42dbf44232 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -4,6 +4,6 @@ authors: - affiliation: Google given-names: "The TensorFlow Federated Authors" title: "TensorFlow Federated" -version: 0.46.0 +version: 0.47.0 date-released: 2018-12-12 url: "https://github.com/tensorflow/federated" diff --git a/RELEASE.md b/RELEASE.md index 669b76d03f..e34e3dcd5e 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,3 +1,23 @@ +# Release 0.47.0 + +## Major Features and Improvements + +* Added a `LayoutMap` message in the computation proto for TensorFlow + `DTensor` based execution. + +## Breaking Changes + +* Removed the `compiler_fn` parameter from the high level + `*_mergeable_execution_context` functions. + +## Bug Fixes + +* Aligned the context types allowed by the + `tff.program.NativeFederatedContext` and the + `tff.program.PrefetchingDataSource`. +* Updated `build_functional_model_delta_update` to use `ReduceDataset` ops to + rely on MLIR Bridge for XLA compilation and TPU usage. + # Release 0.46.0 ## Major Features and Improvements diff --git a/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb b/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb index 1f83465ad1..b9d5e80e55 100644 --- a/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb +++ b/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb @@ -42,10 +42,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/building_your_own_federated_learning_algorithm\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/composing_learning_algorithms.ipynb b/docs/tutorials/composing_learning_algorithms.ipynb index 2272c96d18..514dbb765f 100644 --- a/docs/tutorials/composing_learning_algorithms.ipynb +++ b/docs/tutorials/composing_learning_algorithms.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/composing_learning_algorithms\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/composing_learning_algorithms.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/composing_learning_algorithms.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/composing_learning_algorithms.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/composing_learning_algorithms.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/composing_learning_algorithms.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", @@ -129,7 +129,7 @@ "id": "3zQlyijofSzI" }, "source": [ - "The [Building Your Own Federated Learning Algorithm Tutorial](https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb) used TFF's federated core to directly implement a version of the Federated Averaging (FedAvg) algorithm.\n", + "The [Building Your Own Federated Learning Algorithm Tutorial](https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb) used TFF's federated core to directly implement a version of the Federated Averaging (FedAvg) algorithm.\n", "\n", "In this tutorial, you will use federated learning components in TFF's API to build federated learning algorithms in a modular manner, without having to re-implement everything from scratch.\n", "\n", @@ -158,7 +158,7 @@ "id": "YwhOtjlvjboB" }, "source": [ - "While the [Building Your Own Federated Learning Algorithm Tutorial](https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb) implemented all of these building blocks from scratch, this is often unnecessary. Instead, you can re-use building blocks from similar algorithms.\n", + "While the [Building Your Own Federated Learning Algorithm Tutorial](https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb) implemented all of these building blocks from scratch, this is often unnecessary. Instead, you can re-use building blocks from similar algorithms.\n", "\n", "In this case, to implement FedAvg with gradient clipping, you only need to modify the **client work** building block. The remaining blocks can be identical to what is used in \"vanilla\" FedAvg." ] diff --git a/docs/tutorials/custom_aggregators.ipynb b/docs/tutorials/custom_aggregators.ipynb index a4b1dab5ee..cf22ac3ebb 100644 --- a/docs/tutorials/custom_aggregators.ipynb +++ b/docs/tutorials/custom_aggregators.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_aggregators\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/custom_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/custom_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/custom_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/custom_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/custom_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb b/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb index d630d2def9..ef09a0bdb5 100644 --- a/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb +++ b/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb @@ -42,10 +42,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_federated_algorithm_with_tff_optimizers\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/custom_federated_algorithms_1.ipynb b/docs/tutorials/custom_federated_algorithms_1.ipynb index 880010f855..2e10ca036e 100644 --- a/docs/tutorials/custom_federated_algorithms_1.ipynb +++ b/docs/tutorials/custom_federated_algorithms_1.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_federated_algorithms_1\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/custom_federated_algorithms_1.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/custom_federated_algorithms_2.ipynb b/docs/tutorials/custom_federated_algorithms_2.ipynb index 02e36e7b89..2e826214ea 100644 --- a/docs/tutorials/custom_federated_algorithms_2.ipynb +++ b/docs/tutorials/custom_federated_algorithms_2.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_federated_algorithms_2\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/custom_federated_algorithms_2.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/federated_learning_for_image_classification.ipynb b/docs/tutorials/federated_learning_for_image_classification.ipynb index a1ae65a78b..b997caf89e 100644 --- a/docs/tutorials/federated_learning_for_image_classification.ipynb +++ b/docs/tutorials/federated_learning_for_image_classification.ipynb @@ -51,10 +51,10 @@ " View on TensorFlow.org\n", " \n", " \n", - " Run in Google Colab\n", + " Run in Google Colab\n", " \n", " \n", - " View source on GitHub\n", + " View source on GitHub\n", " \n", " \n", " Download notebook\n", diff --git a/docs/tutorials/federated_learning_for_text_generation.ipynb b/docs/tutorials/federated_learning_for_text_generation.ipynb index d80ba450ac..838603d2c5 100644 --- a/docs/tutorials/federated_learning_for_text_generation.ipynb +++ b/docs/tutorials/federated_learning_for_text_generation.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/federated_learning_for_text_generation\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/federated_learning_for_text_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/federated_learning_with_differential_privacy.ipynb b/docs/tutorials/federated_learning_with_differential_privacy.ipynb index 45d9ebc034..c211d3ad01 100644 --- a/docs/tutorials/federated_learning_with_differential_privacy.ipynb +++ b/docs/tutorials/federated_learning_with_differential_privacy.ipynb @@ -42,10 +42,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/federated_learning_with_differential_privacy\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/federated_learning_with_differential_privacy.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/federated_learning_with_differential_privacy.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/federated_learning_with_differential_privacy.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/federated_learning_with_differential_privacy.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/federated_learning_with_differential_privacy.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb b/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb index 75f52329bc..91422674c3 100644 --- a/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb +++ b/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/federated_reconstruction_for_matrix_factorization\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/federated_reconstruction_for_matrix_factorization.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/federated_select.ipynb b/docs/tutorials/federated_select.ipynb index 86de59a4b0..a2a5c0025e 100644 --- a/docs/tutorials/federated_select.ipynb +++ b/docs/tutorials/federated_select.ipynb @@ -42,10 +42,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/federated_select\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/federated_select.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/federated_select.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/federated_select.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/federated_select.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/federated_select.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb b/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb index fd2cac3af7..a563a825eb 100644 --- a/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb +++ b/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb @@ -65,10 +65,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/high_performance_simulation_with_kubernetes\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/high_performance_simulation_with_kubernetes.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/jax_support.ipynb b/docs/tutorials/jax_support.ipynb index bce5fc12a9..216a997031 100644 --- a/docs/tutorials/jax_support.ipynb +++ b/docs/tutorials/jax_support.ipynb @@ -42,10 +42,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/jax_support\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/jax_support.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/jax_support.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/jax_support.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/jax_support.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/jax_support.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/loading_remote_data.ipynb b/docs/tutorials/loading_remote_data.ipynb index 95064ce956..2a341a4302 100644 --- a/docs/tutorials/loading_remote_data.ipynb +++ b/docs/tutorials/loading_remote_data.ipynb @@ -61,10 +61,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/loading_remote_data\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/loading_remote_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/loading_remote_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/loading_remote_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/loading_remote_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/loading_remote_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/private_heavy_hitters.ipynb b/docs/tutorials/private_heavy_hitters.ipynb index 6ed37aea68..d62049c395 100644 --- a/docs/tutorials/private_heavy_hitters.ipynb +++ b/docs/tutorials/private_heavy_hitters.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/private_heavy_hitters\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/private_heavy_hitters.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/private_heavy_hitters.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/private_heavy_hitters.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/private_heavy_hitters.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/private_heavy_hitters.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/random_noise_generation.ipynb b/docs/tutorials/random_noise_generation.ipynb index 2eafcb03dc..83bd9bb214 100644 --- a/docs/tutorials/random_noise_generation.ipynb +++ b/docs/tutorials/random_noise_generation.ipynb @@ -53,10 +53,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/random_noise_generation\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/random_noise_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/random_noise_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/random_noise_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/random_noise_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/random_noise_generation.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/simulations.ipynb b/docs/tutorials/simulations.ipynb index e5dea43c5c..e428947232 100644 --- a/docs/tutorials/simulations.ipynb +++ b/docs/tutorials/simulations.ipynb @@ -60,10 +60,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/simulations\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/simulations.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/simulations.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/simulations.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/simulations.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/simulations.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/simulations_with_accelerators.ipynb b/docs/tutorials/simulations_with_accelerators.ipynb index 27da43efdc..c83b58462c 100644 --- a/docs/tutorials/simulations_with_accelerators.ipynb +++ b/docs/tutorials/simulations_with_accelerators.ipynb @@ -53,10 +53,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/simulations_with_accelerators\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/simulations_with_accelerators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/simulations_with_accelerators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/simulations_with_accelerators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/simulations_with_accelerators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/simulations_with_accelerators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/sparse_federated_learning.ipynb b/docs/tutorials/sparse_federated_learning.ipynb index 96c2083c62..5a89b53fbe 100644 --- a/docs/tutorials/sparse_federated_learning.ipynb +++ b/docs/tutorials/sparse_federated_learning.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/sparse_federated_learning\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/sparse_federated_learning.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/sparse_federated_learning.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/sparse_federated_learning.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/sparse_federated_learning.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/sparse_federated_learning.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/tff_for_federated_learning_research_compression.ipynb b/docs/tutorials/tff_for_federated_learning_research_compression.ipynb index 31ff51ae27..f62e2ca35f 100644 --- a/docs/tutorials/tff_for_federated_learning_research_compression.ipynb +++ b/docs/tutorials/tff_for_federated_learning_research_compression.ipynb @@ -42,10 +42,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/tff_for_federated_learning_research_compression\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/tff_for_federated_learning_research_compression.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/tff_for_federated_learning_research_compression.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/tff_for_federated_learning_research_compression.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/tff_for_federated_learning_research_compression.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/tff_for_federated_learning_research_compression.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/tuning_recommended_aggregators.ipynb b/docs/tutorials/tuning_recommended_aggregators.ipynb index ee779581ae..c874756895 100644 --- a/docs/tutorials/tuning_recommended_aggregators.ipynb +++ b/docs/tutorials/tuning_recommended_aggregators.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/tuning_recommended_aggregators\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/tuning_recommended_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/tuning_recommended_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/tuning_recommended_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/tuning_recommended_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/tuning_recommended_aggregators.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/docs/tutorials/working_with_client_data.ipynb b/docs/tutorials/working_with_client_data.ipynb index 584b644787..64a985e3af 100644 --- a/docs/tutorials/working_with_client_data.ipynb +++ b/docs/tutorials/working_with_client_data.ipynb @@ -51,10 +51,10 @@ " \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/working_with_client_data\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.46.0/docs/tutorials/working_with_client_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.47.0/docs/tutorials/working_with_client_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", - " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.46.0/docs/tutorials/working_with_client_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", + " \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.47.0/docs/tutorials/working_with_client_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n", " \u003c/td\u003e\n", " \u003ctd\u003e\n", " \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/working_with_client_data.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n", diff --git a/tensorflow_federated/version.py b/tensorflow_federated/version.py index f9ee2fb418..5b0c557bba 100644 --- a/tensorflow_federated/version.py +++ b/tensorflow_federated/version.py @@ -13,4 +13,4 @@ # limitations under the License. """TensorFlow Federated version.""" -__version__ = '0.46.0' +__version__ = '0.47.0'