[Pytorch] NVIDIA-DL-Framework-Inspect support – part 4 – documentation (#1611)

* docs drop
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* a
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* fix
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* Update docs/debug/1_getting_started.rst
Co-authored-by: Przemyslaw Tredak <ptrendx@gmail.com>
Signed-off-by: Paweł Gadziński <62263673+pggPL@users.noreply.github.com>

* Update docs/debug/1_getting_started.rst
Co-authored-by: Przemyslaw Tredak <ptrendx@gmail.com>
Signed-off-by: Paweł Gadziński <62263673+pggPL@users.noreply.github.com>

* fixes
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* fix imgs
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

---------
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>
Signed-off-by: Paweł Gadziński <62263673+pggPL@users.noreply.github.com>
Co-authored-by: Przemyslaw Tredak <ptrendx@gmail.com>

qa/L0_pytorch_lint/test.sh

@@ -20,5 +20,5 @@ if [ -z "${CPP_ONLY}" ]
 then
   cd $TE_PATH
   echo "Checking Python files"
-  python3 -m pylint --recursive=y transformer_engine/common transformer_engine/pytorch
+  python3 -m pylint --recursive=y transformer_engine/common transformer_engine/pytorch transformer_engine/debug
 fi

transformer_engine/debug/features/per_tensor_scaling.py

@@ -82,7 +82,6 @@ class PerTensorScaling(TEConfigAPIMapper):
             transformer_engine:
                 PerTensorScaling:
                     enabled: True
-                    margin: 1
                     gemms: [dgrad]
                     tensors: [weight, activation]
     """