update readmes

Signed-off-by: Oleksii Kuchaiev <[email protected]>

README.rst

@@ -59,10 +59,10 @@ Documentation
   :scale: 100%
   :target: https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/main/
 
-.. |v1.0.0| image:: https://readthedocs.com/projects/nvidia-nemo/badge/?version=v1.0.0
+.. |v1.0.1| image:: https://readthedocs.com/projects/nvidia-nemo/badge/?version=v1.0.1
   :alt: Documentation Status
   :scale: 100%
-  :target: https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/v1.0.0/
+  :target: https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/v1.0.1/
 
 .. |stable| image:: https://readthedocs.com/projects/nvidia-nemo/badge/?version=stable
   :alt: Documentation Status
@@ -74,14 +74,14 @@ Documentation
 +=========+=============+==================================================================================================================================+
 | Latest  | |main|      | `Documentation of the latest (i.e. main) branch. <https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/main/>`_          |
 +---------+-------------+----------------------------------------------------------------------------------------------------------------------------------+
-| Next    | |v1.0.0| | `Documentation of the most recent release: v1.0.0 <https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/v1.0.0/>`_ |
+| Next    | |v1.0.1| | `Documentation of the most recent release: v1.0.1 <https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/v1.0.1/>`_ |
 +---------+-------------+----------------------------------------------------------------------------------------------------------------------------------+
 | Stable  | |stable|    | `Documentation of the stable (i.e. stable) branch. <https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/stable/>`_      |
 +---------+-------------+----------------------------------------------------------------------------------------------------------------------------------+
 
 Tutorials
 ---------
-A great way to start with NeMo is by checking `one of our tutorials <https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/v1.0.0/starthere/tutorials.html>`_.
+A great way to start with NeMo is by checking `one of our tutorials <https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/v1.0.1/starthere/tutorials.html>`_.
 
 Getting help with NeMo
 ----------------------

docs/source/starthere/intro.rst

@@ -36,7 +36,7 @@ Before you begin using NeMo, it's assumed you meet the following prerequisites.
 
 #. You have Pytorch version 1.8.1.
 
-#. You have access to a Volta, Turing, or an NVIDIA Ampere architecture-based A100 GPU for training.
+#. You have access to an NVIDIA GPU for training.
 
 .. _quick_start_guide:
 
@@ -116,8 +116,8 @@ Use this installation mode if you want the version from a particular GitHub bran
     apt-get update && apt-get install -y libsndfile1 ffmpeg
     pip install Cython
     python -m pip install git+https://github.com/NVIDIA/NeMo.git@{BRANCH}#egg=nemo_toolkit[all]
-    # For v1.0.0, replace {BRANCH} with v1.0.0 like so:
-    # python -m pip install git+https://github.com/NVIDIA/[email protected].0#egg=nemo_toolkit[all]
+    # For v1.0.1, replace {BRANCH} with v1.0.1 like so:
+    # python -m pip install git+https://github.com/NVIDIA/[email protected].1#egg=nemo_toolkit[all]
 
 From source
 ~~~~~~~~~~~