diff --git a/README.md b/README.md
index f5e55943..663bd85a 100644
--- a/README.md
+++ b/README.md
@@ -28,7 +28,7 @@ Optional:
 
 Run the steps below to build documentation locally.
 
-```shell
+```bash
 cd docs
 
 pip3 install -r .sphinx/requirements.txt
@@ -38,15 +38,36 @@ python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html
 
 ## Currently supported
 
-Operations - Contraction Tensor
-Data Types - FP32 , FP64
+### Operations - Contraction Tensor
+
+Supported data-type combinations are:
+
+| typeA     | typeB     | typeC     | typeCompute     | notes                            |
+|-----------|-----------|-----------|-----------------|----------------------------------|
+| bf16      | bf16      | bf16      | f32             |                                  |
+| __half    | __half    | __half    | f32             |                                  |
+| f32       | f32       | f32       | bf16            |                                  |
+| f32       | f32       | f32       | __half          |                                  |
+| f32       | f32       | f32       | f32             |                                  |
+| f64       | f64       | f64       | f32             | f64 is supported only on gfx90 + |
+| f64       | f64       | f64       | f64             | f64 is supported only on gfx90 + |
+
+### Operations - Permutation Tensor
+
+Supported data-type combinations are:
+
+| typeA     | typeB     | descCompute     | notes |
+|-----------|-----------|-----------------|-------|
+| f16       | f16       | f16             |       |
+| f16       | f16       | f32             |       |
+| f32       | f32       | f32             |       |
 
 ## Contributing to the code
 
 1. Create and track a hipTensor fork.
 2. Clone your fork:
 
-```shell
+```bash
 git clone -b develop https://github.com/<your_fork>/hipTensor.git .
 .githooks/install
 git checkout -b <new_branch>
@@ -69,22 +90,22 @@ git push origin <new_branch>
 
 ### Project options
 
-|Option|Description|Default Value|
-|---|---|---|
-|AMDGPU_TARGETS|Build code for specific GPU target(s)|gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942|
-|HIPTENSOR_BUILD_TESTS|Build Tests|ON|
-|HIPTENSOR_BUILD_SAMPLES|Build Samples|ON|
+| Option                  | Description                           | Default Value                                                  |
+|-------------------------|---------------------------------------|----------------------------------------------------------------|
+| AMDGPU_TARGETS          | Build code for specific GPU target(s) | gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx940;gfx941;gfx942 |
+| HIPTENSOR_BUILD_TESTS   | Build Tests                           | ON                                                             |
+| HIPTENSOR_BUILD_SAMPLES | Build Samples                         | ON                                                             |
 
 ### Example configurations
 
 By default, the project is configured as Release mode.
 Here are some of the examples for the configuration:
-|Configuration|Command|
-|---|---|
-|Basic|`CC=hipcc CXX=hipcc cmake -B<build_dir> .`|
-|Targeting gfx908|`CC=hipcc CXX=hipcc cmake -B<build_dir> . -DAMDGPU_TARGETS=gfx908:xnack-` |
-|Debug build|`CC=hipcc CXX=hipcc cmake -B<build_dir> . -DCMAKE_BUILD_TYPE=Debug` |
-|Build without tests (default on)|`CC=hipcc CXX=hipcc cmake -B<build_dir> . -DHIPTENSOR_BUILD_TESTS=OFF` |
+| Configuration                    | Command                                                                   |
+|----------------------------------|---------------------------------------------------------------------------|
+| Basic                            | `CC=hipcc CXX=hipcc cmake -B<build_dir> .`                                |
+| Targeting gfx908                 | `CC=hipcc CXX=hipcc cmake -B<build_dir> . -DAMDGPU_TARGETS=gfx908:xnack-` |
+| Debug build                      | `CC=hipcc CXX=hipcc cmake -B<build_dir> . -DCMAKE_BUILD_TYPE=Debug`       |
+| Build without tests (default on) | `CC=hipcc CXX=hipcc cmake -B<build_dir> . -DHIPTENSOR_BUILD_TESTS=OFF`    |
 
 After configuration, build with `cmake --build <build_dir> -- -j<nproc>`
 
@@ -98,40 +119,63 @@ After configuration, build with `cmake --build <build_dir> -- -j<nproc>`
 ### Logger tests
 
 Tests API implementation of logger verbosity and functionality.
-o <build_dir>/bin/logger_test
+```bash
+  <build_dir>/bin/logger_test
+```
 
 ## Running Contraction Tests
 
 ### Bilinear contraction tests
 
 Tests the API implementation of bilinear contraction algorithm with validation.
-o <build_dir>/bin/bilinear_contraction_f32_test
-o <build_dir>/bin/bilinear_contraction_f64_test
+```bash
+  <build_dir>/bin/bilinear_contraction_test
+```
 
 ### Scale contraction tests
 
 Tests the API implementation of scale contraction algorithm with validation.
-o <build_dir>/bin/scale_contraction_f32_test
-o <build_dir>/bin/scale_contraction_f64_test
+```bash
+  <build_dir>/bin/scale_contraction_test
+```
 
-### Samples
+## Running Permutation Tests
+
+### Permutation tests
+Tests API implementation of permutation algorithm with validation.
+```bash
+  <build_dir>/bin/permutation_test
+```
+
+## Samples
 
 These are stand-alone use-cases of the hipTensor contraction operations.
 
-## F32 Bilinear contraction
+### F32 Bilinear contraction
 
 Demonstrates the API implementation of bilinear contraction operation without validation.
-o <build_dir>/bin/simple_contraction_bilinear_f32
+```bash
+  <build_dir>/bin/simple_bilinear_contraction_<typeA>_<typeB>_<typeC>_<typeD>_compute_<computeType>
+```
 
-## F32 Scale contraction
+### F32 Scale contraction
 
 Demonstrates the API implementation of scale contraction operation without validation.
-o <build_dir>/bin/simple_contraction_scale_f32
+```bash
+  <build_dir>/bin/simple_scale_contraction_<typeA>_<typeB>_<typeD>_compute_<typeCompute>
+```
+
+### Permutation
+
+Demonstrates the API implementation of permutation operation without validation.
+```bash
+  <build_dir>/bin/simple_permutation
+```
 
 ### Build Samples as external client
 
-Client application links to hipTensor library,
-and therefore hipTensor library needs to be installed before building client applications.
+Client application links to hipTensor library, and therefore hipTensor library
+needs to be installed before building client applications.
 
 ## Build