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…odes ] (#1323)

* Bump rocm-docs-core[api_reference] from 0.34.0 to 0.34.2 in /docs/sphinx (#1286)

Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.34.0 to 0.34.2.
- [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases)
- [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](ROCm/rocm-docs-core@v0.34.0...v0.34.2)

---
updated-dependencies:
- dependency-name: rocm-docs-core[api_reference]
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Bump cryptography from 42.0.0 to 42.0.2 in /docs/sphinx (#1289)

Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.0 to 42.0.2.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](pyca/cryptography@42.0.0...42.0.2)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Add PreEmphasis filter support

* Fix ROI - change from xy to width & height

* Adding openvx changes for downmix node

* Audio Augmentations 1 PR - NSR and Spectrogram

* Revert "Adding openvx changes for downmix node"

This reverts commit d53f81d.

* Merging swbs_m2/audio/pr5 into swbs_m3/audio/pr6

* Fixing build issues

* Adding openvx extensions for to_decibels and normalize augmentations

* Commenting out normalize kernel

* Adding openvx extensions for resample and operator overloading nodes

* PR comments resolution in the PreEmphais Filter

* Minor Changes

* Change the borderType enum to int32 from uint32 dtype

* Fix validation of preemphasis

* Remove the memcopy of the src and dest rois as it can be handled in the rocAL - since the src and dst rois remain same

* Formatting change - minor

* Remove NSR

* Minor formatting changes

* Minor fix

* Minor update - remove the 2nd instance of preemphasis filter

* Add openvx extensions for to_decibels augmentations

* Enum dtype - change from uint to int

* Remove roi_tensor_ptr_dst as its unused after latest changes

* Remove the dst_roi arg from vxExtRppPreemphasisFilter call as its unused

* Add MFB to MIVisisonX

* Revert "Add MFB to MIVisisonX"

This reverts commit dc4200b.

* Fixing issues with src ROI

* Resolve the PR comments

* Resolving review comments

* Resolving review comments

* Change the dims[0] and dims[1] positioning for Spectrogram and AudioFillDescPointers

* Removing dstROI from to_decibels openvx augmentation

* Change function name to camelCase

* Resolving review comments

* Revert "Change the dims[0] and dims[1] positioning for Spectrogram and AudioFillDescPointers"

This reverts commit 886d6af.

* Removing normalize node and adding formatting changes

* Fix Spectrogram

* Adding resampling window calculation in openvx

* Updating resample node with latest changes

* Resolving review comments

* Fixing ROI issues with TensorTensorAdd node

* Resolving review comments

* Modifying pSrcROI in Resample openvx

* Adding comments for tensor tensor add openvx node

* Docs - update TOC for API Ref (#1327)

* Bump rocm-docs-core[api_reference] from 0.38.0 to 0.38.1 in /docs/sphinx (#1328)

Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.38.0 to 0.38.1.
- [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases)
- [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](ROCm/rocm-docs-core@v0.38.0...v0.38.1)

---
updated-dependencies:
- dependency-name: rocm-docs-core[api_reference]
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Update CHANGELOG.md

* Update CHANGELOG.md

* Documents - Bump idna from 3.4 to 3.7 in /docs/sphinx (#1330)

Bumps [idna](https://github.com/kjd/idna) from 3.4 to 3.7.
- [Release notes](https://github.com/kjd/idna/releases)
- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.rst)
- [Commits](kjd/idna@v3.4...v3.7)

---
updated-dependencies:
- dependency-name: idna
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Update changelog

* Update changelog

* Update changelog

* Resolve minor PR comments

* Remove comments

* Docs - Bump tqdm from 4.65.0 to 4.66.3 in /docs/sphinx (#1339)

Bumps [tqdm](https://github.com/tqdm/tqdm) from 4.65.0 to 4.66.3.
- [Release notes](https://github.com/tqdm/tqdm/releases)
- [Commits](tqdm/tqdm@v4.65.0...v4.66.3)

---
updated-dependencies:
- dependency-name: tqdm
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Docs - Bump jinja2 from 3.1.3 to 3.1.4 in /docs/sphinx (#1340)

Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4.
- [Release notes](https://github.com/pallets/jinja/releases)
- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)
- [Commits](pallets/jinja@3.1.3...3.1.4)

---
updated-dependencies:
- dependency-name: jinja2
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Find Half - Fix (#1341)

* MIVisionX Setup - Updates (#1343)

* SWDEV-459739 - Remove the package obsolete setting (#1345)

The package was obsoleting itself and was causing upgrade issues.
Removed the same.

* Fix the layout issue with spec

* Add layouts for Audio in vxTensorLayout

Remove spectrogram layout param and pass layout in descriptor

* Check the validity of pointers

* Audio PR - Augmentation support [ Spectrogram ] (#1319)

* Bump rocm-docs-core[api_reference] from 0.34.0 to 0.34.2 in /docs/sphinx (#1286)

Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.34.0 to 0.34.2.
- [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases)
- [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](ROCm/rocm-docs-core@v0.34.0...v0.34.2)

---
updated-dependencies:
- dependency-name: rocm-docs-core[api_reference]
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Bump cryptography from 42.0.0 to 42.0.2 in /docs/sphinx (#1289)

Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.0 to 42.0.2.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](pyca/cryptography@42.0.0...42.0.2)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Add PreEmphasis filter support

* Fix ROI - change from xy to width & height

* Adding openvx changes for downmix node

* Audio Augmentations 1 PR - NSR and Spectrogram

* Revert "Adding openvx changes for downmix node"

This reverts commit d53f81d.

* PR comments resolution in the PreEmphais Filter

* Minor Changes

* Change the borderType enum to int32 from uint32 dtype

* Fix validation of preemphasis

* Remove the memcopy of the src and dest rois as it can be handled in the rocAL - since the src and dst rois remain same

* Formatting change - minor

* Remove NSR

* Minor formatting changes

* Minor fix

* Minor update - remove the 2nd instance of preemphasis filter

* Enum dtype - change from uint to int

* Remove roi_tensor_ptr_dst as its unused after latest changes

* Remove the dst_roi arg from vxExtRppPreemphasisFilter call as its unused

* Add MFB to MIVisisonX

* Revert "Add MFB to MIVisisonX"

This reverts commit dc4200b.

* Resolve the PR comments

* Change the dims[0] and dims[1] positioning for Spectrogram and AudioFillDescPointers

* Change function name to camelCase

* Revert "Change the dims[0] and dims[1] positioning for Spectrogram and AudioFillDescPointers"

This reverts commit 886d6af.

* Fix Spectrogram

* Docs - update TOC for API Ref (#1327)

* Bump rocm-docs-core[api_reference] from 0.38.0 to 0.38.1 in /docs/sphinx (#1328)

Bumps [rocm-docs-core[api_reference]](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.38.0 to 0.38.1.
- [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases)
- [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](ROCm/rocm-docs-core@v0.38.0...v0.38.1)

---
updated-dependencies:
- dependency-name: rocm-docs-core[api_reference]
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Update CHANGELOG.md

* Update CHANGELOG.md

* Documents - Bump idna from 3.4 to 3.7 in /docs/sphinx (#1330)

Bumps [idna](https://github.com/kjd/idna) from 3.4 to 3.7.
- [Release notes](https://github.com/kjd/idna/releases)
- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.rst)
- [Commits](kjd/idna@v3.4...v3.7)

---
updated-dependencies:
- dependency-name: idna
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Update changelog

* Resolve minor PR comments

* Remove comments

* Fix the layout issue with spec

* Check the validity of pointers

---------

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: root <[email protected]>
Co-authored-by: Swetha B S <[email protected]>
Co-authored-by: SundarRajan28 <[email protected]>
Co-authored-by: Swetha B S <[email protected]>
Co-authored-by: randyh62 <[email protected]>

* Introduce API to obtain RPP layout

* Add comments

* Resolving review comments

* Resolving review comments

* Resolving review comments

* Resolving review comments

* Minor changes

* Removing if blocks for CPU device checks

* Use RPP_AUDIO flag to disable RPP audio calls

* Add RPP_AUDIO flag for RPP audio API

* Add RPP_AUDIO flag for RPP audio API

* Add Audio flag for PreEmphasis filter

---------

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: root <[email protected]>
Co-authored-by: Swetha B S <[email protected]>
Co-authored-by: Swetha B S <[email protected]>
Co-authored-by: SundarRajan28 <[email protected]>
Co-authored-by: Swetha B S <[email protected]>
Co-authored-by: randyh62 <[email protected]>
Co-authored-by: swetha097 <[email protected]>
Co-authored-by: Kiriti Gowda <[email protected]>
Co-authored-by: raramakr <[email protected]>
Co-authored-by: fiona-gladwin <[email protected]>
Co-authored-by: Sundar Rajan Vaithiyanathan <[email protected]>
Co-authored-by: Lakshmi Kumar <[email protected]>
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@swetha097 @SundarRajan28 @randyh62 @kiritigowda @raramakr @fiona-gladwin @LakshmiKumar23
14 people authored May 30, 2024
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1 change: 1 addition & 0 deletions CHANGELOG.md
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Expand Up @@ -13,6 +13,7 @@ Documentation for MIVisionX is available at
* Support for PreEmphasis Filter augmentation in openVX extensions
* Support for Spectrogram augmentation in openVX extensions
* Support for Downmix and ToDecibels augmentations in openVX extensions
* Support for Resample augmentation and Operator overloading nodes in openVX extensions

### Optimizations

Expand Down
6 changes: 4 additions & 2 deletions amd_openvx_extensions/amd_rpp/CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -151,6 +151,7 @@ list(APPEND SOURCES
source/tensor/Pixelate.cpp
source/tensor/PreemphasisFilter.cpp
source/tensor/Rain.cpp
source/tensor/Resample.cpp
source/tensor/Resize.cpp
source/tensor/ResizeCrop.cpp
source/tensor/ResizeCropMirror.cpp
Expand All @@ -159,10 +160,11 @@ list(APPEND SOURCES
source/tensor/SequenceRearrange.cpp
source/tensor/Snow.cpp
source/tensor/Spectrogram.cpp
source/tensor/TensorAddTensor.cpp
source/tensor/TensorMulScalar.cpp
source/tensor/ToDecibels.cpp
source/tensor/Vignette.cpp
source/tensor/WarpAffine.cpp
source/tensor/SequenceRearrange.cpp
source/kernel_rpp.cpp
source/internal_publishKernels.cpp
)
Expand Down Expand Up @@ -214,7 +216,7 @@ if("${CMAKE_CXX_COMPILER_ID}" STREQUAL "MSVC")
set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} /MTd")
else()
set(LINK_LIBRARY_LIST ${LINK_LIBRARY_LIST} openvx)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fdata-sections -std=gnu++14")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fdata-sections -std=gnu++14 -mavx2")
endif()

target_link_libraries(vx_rpp ${LINK_LIBRARY_LIST})
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6 changes: 6 additions & 0 deletions amd_openvx_extensions/amd_rpp/include/internal_publishKernels.h
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Expand Up @@ -159,6 +159,9 @@ vx_status SequenceRearrange_Register(vx_context);
vx_status Spectrogram_Register(vx_context);
vx_status Downmix_Register(vx_context);
vx_status ToDecibels_Register(vx_context);
vx_status Resample_Register(vx_context);
vx_status TensorMulScalar_Register(vx_context);
vx_status TensorAddTensor_Register(vx_context);

// kernel names
#define VX_KERNEL_RPP_NOPBATCHPD_NAME "org.rpp.NopbatchPD"
Expand Down Expand Up @@ -287,5 +290,8 @@ vx_status ToDecibels_Register(vx_context);
#define VX_KERNEL_RPP_SPECTROGRAM_NAME "org.rpp.Spectrogram"
#define VX_KERNEL_RPP_DOWNMIX_NAME "org.rpp.Downmix"
#define VX_KERNEL_RPP_TODECIBELS_NAME "org.rpp.ToDecibels"
#define VX_KERNEL_RPP_RESAMPLE_NAME "org.rpp.Resample"
#define VX_KERNEL_RPP_TENSORMULSCALAR_NAME "org.rpp.TensorMulScalar"
#define VX_KERNEL_RPP_TENSORADDTENSOR_NAME "org.rpp.TensorAddTensor"

#endif //_AMDVX_EXT__PUBLISH_KERNELS_H_
5 changes: 4 additions & 1 deletion amd_openvx_extensions/amd_rpp/include/kernels_rpp.h
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Expand Up @@ -151,7 +151,10 @@ extern "C"
VX_KERNEL_RPP_PREEMPHASISFILTER = VX_KERNEL_BASE(VX_ID_AMD, VX_LIBRARY_RPP) + 0x74,
VX_KERNEL_RPP_SPECTROGRAM = VX_KERNEL_BASE(VX_ID_AMD, VX_LIBRARY_RPP) + 0x75,
VX_KERNEL_RPP_DOWNMIX = VX_KERNEL_BASE(VX_ID_AMD, VX_LIBRARY_RPP) + 0x76,
VX_KERNEL_RPP_TODECIBELS = VX_KERNEL_BASE(VX_ID_AMD, VX_LIBRARY_RPP) + 0x77
VX_KERNEL_RPP_TODECIBELS = VX_KERNEL_BASE(VX_ID_AMD, VX_LIBRARY_RPP) + 0x77,
VX_KERNEL_RPP_RESAMPLE = VX_KERNEL_BASE(VX_ID_AMD, VX_LIBRARY_RPP) + 0x78,
VX_KERNEL_RPP_TENSORMULSCALAR = VX_KERNEL_BASE(VX_ID_AMD, VX_LIBRARY_RPP) + 0x79,
VX_KERNEL_RPP_TENSORADDTENSOR = VX_KERNEL_BASE(VX_ID_AMD, VX_LIBRARY_RPP) + 0x7a
};

#ifdef __cplusplus
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36 changes: 36 additions & 0 deletions amd_openvx_extensions/amd_rpp/include/vx_ext_rpp.h
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Expand Up @@ -1921,6 +1921,42 @@ extern "C"
*/
SHARED_PUBLIC vx_node VX_API_CALL vxExtRppToDecibels(vx_graph graph, vx_tensor pSrc, vx_tensor pSrcRoi, vx_tensor pDst, vx_scalar cutOffDB, vx_scalar multiplier, vx_scalar referenceMagnitude, vx_scalar inputLayout, vx_scalar outputLayout);

/*! \brief [Graph] Applies resample augmentation to the input tensor.
* \ingroup group_amd_rpp
* \param [in] graph The handle to the graph.
* \param [in] pSrc The input tensor in <tt>\ref VX_TYPE_FLOAT32</tt> format data.
* \param [out] pDst The output tensor in <tt>\ref VX_TYPE_FLOAT32</tt> format data.
* \param [in] pSrcRoi The input tensor of batch size in <tt>unsigned int<tt> containing the roi values for the input.
* \param [in] pDstRoi The input tensor of batch size in <tt>unsigned int<tt> containing the roi values for the output.
* \param [in] pInRateTensor The input array in <tt>\ref VX_TYPE_FLOAT32<tt> format containing the input sample rate data.
* \param [in] pOutRateTensor The input tensor in <tt>\ref VX_TYPE_FLOAT32<tt> format containing the output sample rate data.
* \param [in] quality The resampling is achieved by applying a sinc filter with Hann window with an extent controlled by the quality argument.
* \return A node reference <tt>\ref vx_node</tt>. Any possible errors preventing a successful creation should be checked using <tt>\ref vxGetStatus</tt>.
*/
SHARED_PUBLIC vx_node VX_API_CALL vxExtRppResample(vx_graph graph, vx_tensor pSrc, vx_tensor pDst, vx_tensor pSrcRoi, vx_tensor pDstRoi, vx_array pInRateTensor, vx_tensor pOutRateTensor, vx_scalar quality);

/*! \brief [Graph] Multiples a tensor and a scalar and returns the output.
* \ingroup group_amd_rpp
* \param [in] graph The handle to the graph.
* \param [in] pSrc The input tensor in <tt>\ref VX_TYPE_FLOAT32<tt> format data.
* \param [out] pDst The output tensor in <tt>\ref VX_TYPE_FLOAT32<tt> format data.
* \param [in] scalarValue The input scalar in <tt>\ref VX_TYPE_FLOAT32</tt> format containing the value used to multiply the input tensor
* \return A node reference <tt>\ref vx_node</tt>. Any possible errors preventing a successful creation should be checked using <tt>\ref vxGetStatus</tt>.
*/
SHARED_PUBLIC vx_node VX_API_CALL vxExtRppTensorMulScalar(vx_graph graph, vx_tensor pSrc, vx_tensor pDst, vx_scalar scalarValue);

/*! \brief [Graph] Adds two tensors and returns the output.
* \ingroup group_amd_rpp
* \param [in] graph The handle to the graph.
* \param [in] pSrc1 The input tensor1 in <tt>\ref VX_TYPE_FLOAT32<tt> format data.
* \param [in] pSrc2 The input tensor2 in <tt>\ref VX_TYPE_FLOAT32<tt> format data.
* \param [out] pDst The output tensor in <tt>\ref VX_TYPE_FLOAT32<tt> format data.
* \param [in] pSrcRoi The input tensor of batch size in <tt>unsigned int<tt> containing the roi values for the input1.
* \param [in] pDstRoi The input tensor of batch size in <tt>unsigned int<tt> containing the roi values for the input2.
* \return A node reference <tt>\ref vx_node</tt>. Any possible errors preventing a successful creation should be checked using <tt>\ref vxGetStatus</tt>.
*/
SHARED_PUBLIC vx_node VX_API_CALL vxExtRppTensorAddTensor(vx_graph graph, vx_tensor pSrc1, vx_tensor pSrc2, vx_tensor pDst, vx_tensor pSrcRoi, vx_tensor pDstRoi);

#ifdef __cplusplus
}
#endif
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3 changes: 3 additions & 0 deletions amd_openvx_extensions/amd_rpp/source/internal_publishKernels.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -164,6 +164,9 @@ vx_status get_kernels_to_publish()
STATUS_ERROR_CHECK(ADD_KERNEL(Spectrogram_Register));
STATUS_ERROR_CHECK(ADD_KERNEL(Downmix_Register));
STATUS_ERROR_CHECK(ADD_KERNEL(ToDecibels_Register));
STATUS_ERROR_CHECK(ADD_KERNEL(Resample_Register));
STATUS_ERROR_CHECK(ADD_KERNEL(TensorMulScalar_Register));
STATUS_ERROR_CHECK(ADD_KERNEL(TensorAddTensor_Register));

return status;
}
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55 changes: 55 additions & 0 deletions amd_openvx_extensions/amd_rpp/source/kernel_rpp.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -2621,6 +2621,61 @@ VX_API_ENTRY vx_node VX_API_CALL vxExtRppToDecibels(vx_graph graph, vx_tensor pS
return node;
}

VX_API_ENTRY vx_node VX_API_CALL vxExtRppResample(vx_graph graph, vx_tensor pSrc, vx_tensor pDst, vx_tensor pSrcRoi, vx_tensor pDstRoi,
vx_array pInRateTensor, vx_tensor pOutRateTensor, vx_scalar quality) {
vx_node node = NULL;
vx_context context = vxGetContext((vx_reference)graph);
if (vxGetStatus((vx_reference)context) == VX_SUCCESS) {
vx_uint32 devtype = getGraphAffinity(graph);
vx_scalar deviceType = vxCreateScalar(vxGetContext((vx_reference)graph), VX_TYPE_UINT32, &devtype);
vx_reference params[] = {
(vx_reference)pSrc,
(vx_reference)pDst,
(vx_reference)pSrcRoi,
(vx_reference)pDstRoi,
(vx_reference)pOutRateTensor,
(vx_reference)pInRateTensor,
(vx_reference)quality,
(vx_reference)deviceType};
node = createNode(graph, VX_KERNEL_RPP_RESAMPLE, params, 8);
}
return node;
}

VX_API_ENTRY vx_node VX_API_CALL vxExtRppTensorMulScalar(vx_graph graph, vx_tensor pSrc, vx_tensor pDst, vx_scalar scalarValue) {
vx_node node = NULL;
vx_context context = vxGetContext((vx_reference)graph);
if (vxGetStatus((vx_reference)context) == VX_SUCCESS) {
vx_uint32 devtype = getGraphAffinity(graph);
vx_scalar deviceType = vxCreateScalar(vxGetContext((vx_reference)graph), VX_TYPE_UINT32, &devtype);
vx_reference params[] = {
(vx_reference)pSrc,
(vx_reference)pDst,
(vx_reference)scalarValue,
(vx_reference)deviceType};
node = createNode(graph, VX_KERNEL_RPP_TENSORMULSCALAR, params, 4);
}
return node;
}

VX_API_ENTRY vx_node VX_API_CALL vxExtRppTensorAddTensor(vx_graph graph, vx_tensor pSrc1, vx_tensor pSrc2, vx_tensor pDst, vx_tensor pSrcRoi, vx_tensor pDstRoi) {
vx_node node = NULL;
vx_context context = vxGetContext((vx_reference)graph);
if (vxGetStatus((vx_reference)context) == VX_SUCCESS) {
vx_uint32 devtype = getGraphAffinity(graph);
vx_scalar deviceType = vxCreateScalar(vxGetContext((vx_reference)graph), VX_TYPE_UINT32, &devtype);
vx_reference params[] = {
(vx_reference)pSrc1,
(vx_reference)pSrc2,
(vx_reference)pDst,
(vx_reference)pSrcRoi,
(vx_reference)pDstRoi,
(vx_reference)deviceType};
node = createNode(graph, VX_KERNEL_RPP_TENSORADDTENSOR, params, 6);
}
return node;
}

RpptDataType getRpptDataType(vx_enum vxDataType) {
switch(vxDataType) {
case vx_type_e::VX_TYPE_FLOAT32:
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