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Co-authored-by: Lai Wei <[email protected]>

Author: ChaiBapchya

doc/api/training/sdp_versions/latest/smd_data_parallel_tensorflow.rst

@@ -443,7 +443,7 @@ TensorFlow API
 
       *   Supported compression types - ``none``, ``fp16``
 
-   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to False.
+   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to ``False``.
 
    - ``op (smdistributed.dataparallel.tensorflow.ReduceOp)(optional)``: The reduction operation to combine tensors across different ranks. Defaults to ``Average`` if None is given.
 
@@ -482,7 +482,7 @@ TensorFlow API
 
       *   Supported compression types - ``none``, ``fp16``
 
-   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to False.
+   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to ``False``.
 
    - ``op (smdistributed.dataparallel.tensorflow.ReduceOp)(optional)``: The reduction operation to combine tensors across different ranks. Defaults to ``Average`` if None is given.
 

doc/api/training/sdp_versions/v1.0.0/smd_data_parallel_tensorflow.rst

@@ -456,7 +456,7 @@ TensorFlow API
 
       *   Supported compression types - ``none``, ``fp16``
 
-   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to False.
+   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to ``False``.
 
    - ``op (smdistributed.dataparallel.tensorflow.ReduceOp)(optional)``: The reduction operation to combine tensors across different ranks. Defaults to ``Average`` if None is given.
 
@@ -496,7 +496,7 @@ TensorFlow API
 
       *   Supported compression types - ``none``, ``fp16``
 
-   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to False.
+   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to ``False``.
 
    - ``op (smdistributed.dataparallel.tensorflow.ReduceOp)(optional)``: The reduction operation to combine tensors across different ranks. Defaults to ``Average`` if None is given.
 

doc/api/training/sdp_versions/v1.1.x/smd_data_parallel_tensorflow.rst

@@ -459,7 +459,7 @@ library with TensorFlow.
 
       *   Supported compression types - ``none``, ``fp16``
 
-   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to False.
+   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to ``False``.
 
    - ``op (smdistributed.dataparallel.tensorflow.ReduceOp)(optional)``: The reduction operation to combine tensors across different ranks. Defaults to ``Average`` if None is given.
 
@@ -499,7 +499,7 @@ library with TensorFlow.
 
       *   Supported compression types - ``none``, ``fp16``
 
-   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to False.
+   - ``sparse_as_dense:`` Treats sparse gradient tensor as dense tensor. Defaults to ``False``.
 
    - ``op (smdistributed.dataparallel.tensorflow.ReduceOp)(optional)``: The reduction operation to combine tensors across different ranks. Defaults to ``Average`` if None is given.