[CI] Fixed failing linkcheck, w&b init (#3287)

* [CI] Fixed failing linkcheck, w&b init

* Fixed pytorch cpu installation link to avoid downloading nvidia libs

.github/workflows/hvd-tests.yml

@@ -62,7 +62,7 @@ jobs:
         run: |
 
           #install other dependencies
-          pip install torch torchvision -f https://download.pytorch.org/whl/cpu/torch_stable.html
+          pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
           pip install -r requirements-dev.txt
           pip install horovod
           python setup.py install

.github/workflows/install_docs_deps.sh

@@ -1,6 +1,6 @@
 # remove pkg-resources as it causes failure when installing https://github.com/pytorch-ignite/sphinxcontrib-versioning
 pip uninstall -y pkg-resources setuptools && pip install --upgrade setuptools pip wheel
-pip install torch torchvision -f https://download.pytorch.org/whl/cpu/torch_stable.html -U
+pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu -U
 pip install -r requirements-dev.txt
 pip install -r docs/requirements.txt
 pip install git+https://github.com/pytorch-ignite/sphinxcontrib-versioning.git

.github/workflows/unit-tests.yml

@@ -83,11 +83,11 @@ jobs:
 
       - name: Install PyTorch
         if: ${{ matrix.pytorch-channel == 'pytorch' }}
-        run: pip install torch torchvision -f https://download.pytorch.org/whl/cpu/torch_stable.html
+        run: pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
 
       - name: Install PyTorch (nightly)
         if: ${{ matrix.pytorch-channel == 'pytorch-nightly' }}
-        run: pip install torch torchvision -f https://download.pytorch.org/whl/nightly/cpu/torch_nightly.html --pre
+        run: pip install torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu --pre
 
       - name: Install dependencies
         run: |

ignite/handlers/wandb_logger.py

@@ -26,7 +26,7 @@ class WandBLogger(BaseLogger):
     Args:
         args: Positional arguments accepted by `wandb.init`.
         kwargs: Keyword arguments accepted by `wandb.init`.
-            Please see `wandb.init <https://docs.wandb.ai/library/init>`_ for documentation of possible parameters.
+            Please see `wandb.init <https://docs.wandb.ai/ref/python/init>`_ for documentation of possible parameters.
 
     Examples:
         .. code-block:: python