[Misc] Move to PyTorch compat

.github/workflows/nightly_build.yml

@@ -30,7 +30,7 @@ concurrency:
 jobs:
   build-wheel-linux:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     runs-on: ubuntu-20.04
     strategy:
       matrix:
@@ -69,7 +69,7 @@ jobs:
 
   build-wheel-mac:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     runs-on: macos-latest
     strategy:
       matrix:
@@ -101,7 +101,7 @@ jobs:
 
   test-wheel-mac:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     needs: build-wheel-mac
     runs-on: macos-latest
     strategy:
@@ -150,7 +150,7 @@ jobs:
 
   upload-wheel-linux:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     needs: test-wheel-linux
     runs-on: ubuntu-20.04
     strategy:
@@ -181,7 +181,7 @@ jobs:
 
   upload-wheel-mac:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     needs: test-wheel-mac
     runs-on: macos-latest
     strategy:
@@ -209,7 +209,7 @@ jobs:
 
   test-wheel-linux:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     needs: build-wheel-linux
     runs-on: ubuntu-20.04
     strategy:
@@ -269,7 +269,7 @@ jobs:
 
   build-wheel-windows:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     runs-on: windows-latest
     strategy:
       matrix:
@@ -301,7 +301,7 @@ jobs:
 
   test-wheel-windows:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     needs: build-wheel-windows
     runs-on: windows-latest
     strategy:
@@ -355,7 +355,7 @@ jobs:
 
   upload-wheel-windows:
     # Don't run on forked repos.
-    if: github.repository_owner == 'pytorch-labs'
+    if: github.repository_owner == 'pytorch'
     needs: test-wheel-windows
     runs-on: windows-latest
     strategy:

README.md

@@ -1,6 +1,6 @@
 <!--- BADGES: START --->
 <!---
-[![Documentation](https://img.shields.io/badge/Documentation-blue.svg?style=flat)](https://pytorch-labs.github.io/tensordict/)
+[![Documentation](https://img.shields.io/badge/Documentation-blue.svg?style=flat)](https://pytorch.github.io/tensordict/)
 --->
 [![Docs - GitHub.io](https://img.shields.io/static/v1?logo=github&style=flat&color=pink&label=docs&message=tensordict)][#docs-package]
 [![Benchmarks](https://img.shields.io/badge/Benchmarks-blue.svg)][#docs-package-benchmark]
@@ -10,18 +10,18 @@
 <a href="https://pypi.org/project/tensordict-nightly"><img src="https://img.shields.io/pypi/v/tensordict-nightly?label=nightly" alt="pypi nightly version"></a>
 [![Downloads](https://static.pepy.tech/personalized-badge/tensordict?period=total&units=international_system&left_color=blue&right_color=orange&left_text=Downloads)][#pepy-package]
 [![Downloads](https://static.pepy.tech/personalized-badge/tensordict-nightly?period=total&units=international_system&left_color=blue&right_color=orange&left_text=Downloads%20(nightly))][#pepy-package-nightly]
-[![codecov](https://codecov.io/gh/pytorch-labs/tensordict/branch/main/graph/badge.svg?token=9QTUG6NAGQ)][#codecov-package]
-[![circleci](https://circleci.com/gh/pytorch-labs/tensordict.svg?style=shield)][#circleci-package]
+[![codecov](https://codecov.io/gh/pytorch/tensordict/branch/main/graph/badge.svg?token=9QTUG6NAGQ)][#codecov-package]
+[![circleci](https://circleci.com/gh/pytorch/tensordict.svg?style=shield)][#circleci-package]
 [![Conda - Platform](https://img.shields.io/conda/pn/conda-forge/tensordict?logo=anaconda&style=flat)][#conda-forge-package]
 [![Conda (channel only)](https://img.shields.io/conda/vn/conda-forge/tensordict?logo=anaconda&style=flat&color=orange)][#conda-forge-package]
 
-[#docs-package]: https://pytorch-labs.github.io/tensordict/
-[#docs-package-benchmark]: https://pytorch-labs.github.io/tensordict/dev/bench/
-[#github-license]: https://github.com/pytorch-labs/tensordict/blob/main/LICENSE
+[#docs-package]: https://pytorch.github.io/tensordict/
+[#docs-package-benchmark]: https://pytorch.github.io/tensordict/dev/bench/
+[#github-license]: https://github.com/pytorch/tensordict/blob/main/LICENSE
 [#pepy-package]: https://pepy.tech/project/tensordict
 [#pepy-package-nightly]: https://pepy.tech/project/tensordict-nightly
-[#codecov-package]: https://codecov.io/gh/pytorch-labs/tensordict
-[#circleci-package]: https://circleci.com/gh/pytorch-labs/tensordict
+[#codecov-package]: https://codecov.io/gh/pytorch/tensordict
+[#circleci-package]: https://circleci.com/gh/pytorch/tensordict
 [#conda-forge-package]: https://anaconda.org/conda-forge/tensordict
 
 <!--- BADGES: END --->
@@ -142,7 +142,7 @@ counterparts:
 ```
 
 When nodes share a common scratch space, the
-[`MemmapTensor` backend](https://pytorch-labs.github.io/tensordict/tutorials/tensordict_memory.html)
+[`MemmapTensor` backend](https://pytorch.github.io/tensordict/tutorials/tensordict_memory.html)
 can be used
 to seamlessly send, receive and read a huge amount of data.
 

docs/source/_static/js/tensordict_theme.js

@@ -944,10 +944,10 @@ var downloadNote = $(".sphx-glr-download-link-note.admonition.note");
 if (downloadNote.length >= 1) {
     var tutorialUrlArray = $("#tutorial-type").text().split('/');
 
-    var githubLink = "https://github.com/pytorch-labs/tensordict/tree/main/sphinx-tutorials/" + tutorialUrlArray[tutorialUrlArray.length - 1] + ".py",
+    var githubLink = "https://github.com/pytorch/tensordict/tree/main/sphinx-tutorials/" + tutorialUrlArray[tutorialUrlArray.length - 1] + ".py",
         notebookLink = $(".reference.download")[1].href,
         notebookDownloadPath = notebookLink.split('_downloads')[1],
-        colabLink = "https://colab.research.google.com/github/pytorch-labs/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
+        colabLink = "https://colab.research.google.com/github/pytorch/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
 
     $("#google-colab-link").wrap("<a href=" + colabLink + " data-behavior='call-to-action-event' data-response='Run in Google Colab' target='_blank'/>");
     $("#download-notebook-link").wrap("<a href=" + notebookLink + " data-behavior='call-to-action-event' data-response='Download Notebook'/>");
@@ -1373,16 +1373,16 @@ $("table").removeAttr("border");
 // with the 3 download buttons at the top of the page
 
 var downloadNote = $(".sphx-glr-download-link-note.admonition.note");
-var githubLink = "https://github.com/pytorch-labs/tensordict/tree/main/tutorials/sphinx-tutorials/" + tutorialUrlArray.join("/") + ".py";
+var githubLink = "https://github.com/pytorch/tensordict/tree/main/tutorials/sphinx-tutorials/" + tutorialUrlArray.join("/") + ".py";
 $("#github-view-link").wrap("<a href=" + githubLink + " data-behavior='call-to-action-event' data-response='View on Github' target='_blank'/>");
 
 // if (downloadNote.length >= 1) {
 //     var tutorialUrlArray = $("#tutorial-type").text().split('/');
 
-//     var githubLink = "https://github.com/pytorch-labs/tensordict/tree/main/tutorials/" + tutorialUrlArray.join("/") + ".py",
+//     var githubLink = "https://github.com/pytorch/tensordict/tree/main/tutorials/" + tutorialUrlArray.join("/") + ".py",
 //         notebookLink = $(".reference.download")[1].href,
 //         notebookDownloadPath = notebookLink.split('_downloads')[1],
-//         colabLink = "https://colab.research.google.com/github/pytorch-labs/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
+//         colabLink = "https://colab.research.google.com/github/pytorch/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
 
 //     $("#google-colab-link").wrap("<a href=" + colabLink + " data-behavior='call-to-action-event' data-response='Run in Google Colab' target='_blank'/>");
 //     $("#download-notebook-link").wrap("<a href=" + notebookLink + " data-behavior='call-to-action-event' data-response='Download Notebook'/>");

docs/source/_static/js/theme.js

@@ -945,10 +945,10 @@ if (downloadNote.length >= 1) {
     var tutorialUrlArray = $("#tutorial-type").text().split('/');
         tutorialUrlArray[0] = tutorialUrlArray[0] + "/sphinx_tuto"
 
-    var githubLink = "https://github.com/pytorch-labs/tensordict/blob/main/" + tutorialUrlArray.join("/") + ".py",
+    var githubLink = "https://github.com/pytorch/tensordict/blob/main/" + tutorialUrlArray.join("/") + ".py",
         notebookLink = $(".reference.download")[1].href,
         notebookDownloadPath = notebookLink.split('_downloads')[1],
-        colabLink = "https://colab.research.google.com/github/pytorch-labs/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
+        colabLink = "https://colab.research.google.com/github/pytorch/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
 
     $("#google-colab-link").wrap("<a href=" + colabLink + " data-behavior='call-to-action-event' data-response='Run in Google Colab' target='_blank'/>");
     $("#download-notebook-link").wrap("<a href=" + notebookLink + " data-behavior='call-to-action-event' data-response='Download Notebook'/>");
@@ -2073,10 +2073,10 @@ if (downloadNote.length >= 1) {
     var tutorialUrlArray = $("#tutorial-type").text().split('/');
         tutorialUrlArray[0] = tutorialUrlArray[0] + "/sphinx_tuto"
 
-    var githubLink = "https://github.com/pytorch-labs/tensordict/blob/main/" + tutorialUrlArray.join("/") + ".py",
+    var githubLink = "https://github.com/pytorch/tensordict/blob/main/" + tutorialUrlArray.join("/") + ".py",
         notebookLink = $(".reference.download")[1].href,
         notebookDownloadPath = notebookLink.split('_downloads')[1],
-        colabLink = "https://colab.research.google.com/github/pytorch-labs/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
+        colabLink = "https://colab.research.google.com/github/pytorch/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
 
     $("#google-colab-link").wrap("<a href=" + colabLink + " data-behavior='call-to-action-event' data-response='Run in Google Colab' target='_blank'/>");
     $("#download-notebook-link").wrap("<a href=" + notebookLink + " data-behavior='call-to-action-event' data-response='Download Notebook'/>");
@@ -3201,10 +3201,10 @@ if (downloadNote.length >= 1) {
     var tutorialUrlArray = $("#tutorial-type").text().split('/');
         tutorialUrlArray[0] = tutorialUrlArray[0] + "/sphinx_tuto"
 
-    var githubLink = "https://github.com/pytorch-labs/tensordict/blob/main/" + tutorialUrlArray.join("/") + ".py",
+    var githubLink = "https://github.com/pytorch/tensordict/blob/main/" + tutorialUrlArray.join("/") + ".py",
         notebookLink = $(".reference.download")[1].href,
         notebookDownloadPath = notebookLink.split('_downloads')[1],
-        colabLink = "https://colab.research.google.com/github/pytorch-labs/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
+        colabLink = "https://colab.research.google.com/github/pytorch/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
 
     $("#google-colab-link").wrap("<a href=" + colabLink + " data-behavior='call-to-action-event' data-response='Run in Google Colab' target='_blank'/>");
     $("#download-notebook-link").wrap("<a href=" + notebookLink + " data-behavior='call-to-action-event' data-response='Download Notebook'/>");
@@ -4328,10 +4328,10 @@ require=(function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c=
   if (downloadNote.length >= 1) {
       var tutorialUrlArray = $("#tutorial-type").text().split('/');
 
-      var githubLink = "https://github.com/pytorch-labs/tensordict/tree/main/tutorials/sphinx_tuto/" + tutorialUrlArray[tutorialUrlArray.length - 1] + ".py",
+      var githubLink = "https://github.com/pytorch/tensordict/tree/main/tutorials/sphinx_tuto/" + tutorialUrlArray[tutorialUrlArray.length - 1] + ".py",
           notebookLink = $(".reference.download")[1].href,
           notebookDownloadPath = notebookLink.split('_downloads')[1],
-          colabLink = "https://colab.research.google.com/github/pytorch-labs/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
+          colabLink = "https://colab.research.google.com/github/pytorch/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
 
       $("#google-colab-link").wrap("<a href=" + colabLink + " data-behavior='call-to-action-event' data-response='Run in Google Colab' target='_blank'/>");
       $("#download-notebook-link").wrap("<a href=" + notebookLink + " data-behavior='call-to-action-event' data-response='Download Notebook'/>");
@@ -4760,10 +4760,10 @@ require=(function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c=
   if (downloadNote.length >= 1) {
       var tutorialUrlArray = $("#tutorial-type").text().split('/');
 
-      var githubLink = "https://github.com/pytorch-labs/tensordict/tree/main/tutorials/sphinx_tuto/" + tutorialUrlArray.join("/") + ".py",
+      var githubLink = "https://github.com/pytorch/tensordict/tree/main/tutorials/sphinx_tuto/" + tutorialUrlArray.join("/") + ".py",
           notebookLink = $(".reference.download")[1].href,
           notebookDownloadPath = notebookLink.split('_downloads')[1],
-          colabLink = "https://colab.research.google.com/github/pytorch-labs/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
+          colabLink = "https://colab.research.google.com/github/pytorch/tensordict/blob/gh-pages/_downloads" + notebookDownloadPath;
 
       $("#google-colab-link").wrap("<a href=" + colabLink + " data-behavior='call-to-action-event' data-response='Run in Google Colab' target='_blank'/>");
       $("#download-notebook-link").wrap("<a href=" + notebookLink + " data-behavior='call-to-action-event' data-response='Download Notebook'/>");

docs/source/distributed.rst

@@ -81,7 +81,7 @@ Operating on Memory-mapped tensors across nodes
 We provide a simple example of a distributed script where one process creates a
 memory-mapped tensor, and sends its reference to another worker that is responsible of
 updating it. You will find this example in the
-`benchmark directory <https://github.com/pytorch-labs/tensordict/tree/main/benchmarks/distributed_benchmark.py>`_.
+`benchmark directory <https://github.com/pytorch/tensordict/tree/main/benchmarks/distributed_benchmark.py>`_.
 
 In short, our goal is to show how to handle read and write operations on big
 tensors when nodes have access to a shared physical storage. The steps involve:

setup.py

@@ -164,7 +164,7 @@ def _main(argv):
         version=version,
         author="tensordict contributors",
         author_email="[email protected]",
-        url="https://github.com/pytorch-labs/tensordict",
+        url="https://github.com/pytorch/tensordict",
         long_description=long_description,
         long_description_content_type="text/markdown",
         license="BSD",

tutorials/sphinx_tuto/tensorclass_imagenet.py

@@ -402,11 +402,11 @@ def __call__(self, x: ImageNetData):
 ##############################################################################
 # This shows that much of the overhead is coming from i/o operations rather than the
 # transforms, and hence explains how the memory-mapped array helps us load data more
-# efficiently. Check out the `distributed example <https://github.com/pytorch-labs/tensordict/tree/main/benchmarks/distributed/dataloading.py>`__
+# efficiently. Check out the `distributed example <https://github.com/pytorch/tensordict/tree/main/benchmarks/distributed/dataloading.py>`__
 # for more context about the other results from these charts.
 #
 # We can get even better performance with the TensorClass approach by using multiple
 # workers to load batches from the memory-mapped array, though this comes with some
 # added complexity. See `this example in our benchmarks
-# <https://github.com/pytorch-labs/tensordict/blob/main/benchmarks/distributed/dataloading.py>`__
+# <https://github.com/pytorch/tensordict/blob/main/benchmarks/distributed/dataloading.py>`__
 # for an example of how this could work.