Merge branch 'main' into mgs28-char-rnn-update

Author: mgs28

.github/workflows/StalePRs.yml

@@ -57,11 +57,11 @@ jobs:
             const STALE_CLOSE_THRESHOLD_MS = 1000 * 60 * 60 * 24 * 30;
 
             const STALE_MESSAGE =
-              "Looks like this PR hasn't been updated in a while so we're going to go ahead and mark this as `Stale`. <br>" +
-              "Feel free to remove the `Stale` label if you feel this was a mistake. <br>" +
-              "If you are unable to remove the `Stale` label please contact a maintainer in order to do so. <br>" +
+              "Looks like this PR hasn't been updated in a while so we're going to go ahead and mark this as `stale`. <br>" +
+              "Feel free to remove the `stale` label if you feel this was a mistake. <br>" +
+              "If you are unable to remove the `stale` label please contact a maintainer in order to do so. <br>" +
               "If you want the bot to never mark this PR stale again, add the `no-stale` label.<br>" +
-              "`Stale` pull requests will automatically be closed after 30 days of inactivity.<br>";
+              "`stale` pull requests will automatically be closed after 30 days of inactivity.<br>";
 
             let numAPIRequests = 0;
             let numProcessed = 0;
@@ -79,7 +79,7 @@ jobs:
 
               // Check if the PR is stale, according to our configured thresholds.
               let staleThresholdMillis;
-              if (labels.includes("Stale")) {
+              if (labels.includes("stale")) {
                 core.info(`[${pull.number}] PR is labeled stale, checking whether we should close it.`);
                 staleThresholdMillis = STALE_CLOSE_THRESHOLD_MS;
               } else {
@@ -97,7 +97,7 @@ jobs:
 
               // At this point, we know we should do something.
               // For PRs already labeled stale, close them.
-              if (labels.includes("Stale")) {
+              if (labels.includes("stale")) {
                 core.info(`[${pull.number}] Closing PR.`);
                 numAPIRequests += 1;
                 await github.rest.issues.update({
@@ -123,7 +123,7 @@ jobs:
                   owner: "pytorch",
                   repo: "tutorials",
                   issue_number: pull.number,
-                  labels: ["Stale"],
+                  labels: ["stale"],
                 });
               }
             }

.github/workflows/link_checkPR.yml

@@ -1,5 +1,5 @@
 #Checks links in a PR to ensure they are valid. If link is valid but failing, it can be added to the .lycheeignore file
-#Code source: https://github.com/lycheeverse/lychee-action/issues/238
+#Use the skip-link-check label on a PR to skip checking links on a PR
 
 name: link check on PR
 
@@ -8,56 +8,45 @@ on:
     branches: [main]
 
 jobs:
-  check-links:
+  linkChecker:
     runs-on: ubuntu-latest
+
     steps:
-      - name: Clone repository
-        uses: actions/checkout@v4
+      - uses: actions/checkout@v4
         with:
-          fetch-depth: 0
-          ref: ${{github.event.pull_request.head.ref}}
-          repository: ${{github.event.pull_request.head.repo.full_name}}
+          fetch-depth: 1
 
-      - name: Check out main branch
-        run: git checkout main
+      - name: Get Changed Files
+        id: changed-files
+        uses: tj-actions/changed-files@v41
 
-      - name: Dump all links from main
-        id: dump_links_from_main
-        uses: lycheeverse/lychee-action@v1
+      - name: Check for Skip Label
+        id: skip-label
+        uses: actions/github-script@v6
         with:
-          args: |
-            --dump
-            --include-fragments
-            .
-          output: ./links-main.txt
-
-      - name: Stash untracked files
-        run: git stash push --include-untracked
-
-      - name: Check out feature branch
-        run: git checkout ${{ github.head_ref }}
-
-      - name: Apply stashed changes
-        # Apply stashed changes, ignore errors if stash is empty
-        run: git stash pop || true
-
-      - name: Append links-main.txt to .lycheeignore
-        run: cat links-main.txt >> .lycheeignore
-
-      - name: Check links
+          script: |
+            const labels = await github.rest.issues.listLabelsOnIssue({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: context.issue.number
+            });
+            return labels.data.some(label => label.name === 'skip-link-check');
+          
+      - name: Check Links
+        if: steps.skip-label.outputs.result == 'false'
         uses: lycheeverse/lychee-action@v1
         with:
-          args: |
-            --no-progress
-            --include-fragments
-            .
-          # Fail action on broken links
+          args: --accept=200,403,429 --base . --verbose --no-progress ${{ steps.changed-files.outputs.all_changed_files }}
+          token: ${{ secrets.CUSTOM_TOKEN }}
           fail: true
-
+          
+      - name: Skip Message
+        if: steps.skip-label.outputs.result == 'true'
+        run: echo "Link check was skipped due to the presence of the 'skip-link-check' label."
+        
       - name: Suggestions
         if: failure()
         run: |
           echo -e "\nPlease review the links reported in the Check links step above."
-          echo -e "If a link is valid but fails due to a CAPTCHA challenge, IP blocking, login requirements, etc.,
-          consider adding such links to .lycheeignore file to bypass future checks.\n"
+          echo -e "If a link is valid but fails due to a CAPTCHA challenge, IP blocking, login requirements, etc., consider adding such links to .lycheeignore file to bypass future checks.\n"
           exit 1

.lycheeignore

@@ -1,2 +1,8 @@
 # Used for links to be ignored during the link check.
 # Add link to file along with comment as to why it should be ignored
+
+#Example link in some of the tutorials that should be ignored
+file:///f:/libtmp/some_file
+
+#Ignore links with "file:///" to catch any other example links
+file:\/\/\/.*

_static/img/itt_tutorial/vtune_xpu_config.png

@@ -1,6 +1,8 @@
 Loading a TorchScript Model in C++
 =====================================
 
+.. note:: TorchScript is no longer in active development.
+
 As its name suggests, the primary interface to PyTorch is the Python
 programming language. While Python is a suitable and preferred language for
 many scenarios requiring dynamism and ease of iteration, there are equally many

_static/img/itt_tutorial/vtune_xpu_timeline.png

@@ -1,6 +1,8 @@
 Dynamic Parallelism in TorchScript
 ==================================
 
+.. note:: TorchScript is no longer in active development.
+
 In this tutorial, we introduce the syntax for doing *dynamic inter-op parallelism*
 in TorchScript. This parallelism has the following properties:
 

_static/img/trace_xpu_img.png

@@ -1,6 +1,8 @@
 Extending TorchScript with Custom C++ Classes
 ===============================================
 
+.. note:: TorchScript is no longer in active development.
+
 This tutorial is a follow-on to the
 :doc:`custom operator <torch_script_custom_ops>`
 tutorial, and introduces the API we've built for binding C++ classes into TorchScript

advanced_source/cpp_export.rst

@@ -4,6 +4,8 @@
 
 **Authors:** James Reed ([email protected]), Michael Suo ([email protected]), rev2
 
+.. note:: TorchScript is no longer in active development.
+
 This tutorial is an introduction to TorchScript, an intermediate
 representation of a PyTorch model (subclass of ``nn.Module``) that
 can then be run in a high-performance environment such as C++.

advanced_source/torch-script-parallelism.rst

@@ -3,6 +3,8 @@
 Deploying a Seq2Seq Model with TorchScript
 ==================================================
 **Author:** `Matthew Inkawhich <https://github.com/MatthewInkawhich>`_
+
+.. note:: TorchScript is no longer in active development.
 """
 
 

advanced_source/torch_script_custom_classes.rst

@@ -69,6 +69,7 @@ DyNet
 EOS
 EPS
 Ecker
+ExecuTorch
 ExportDB
 FC
 FGSM
@@ -658,4 +659,11 @@ url
 colab
 sharders
 Criteo
-torchrec
+torchrec
+_batch_norm_impl_index
+convolution_overrideable
+aten
+XPU
+XPUs
+impl
+overrideable