RPPT Tensor Operations - Data Exchange Operations.

RPPT Tensor Operations - Data Exchange Operations.#

RPP: RPPT Tensor Operations - Data Exchange Operations.

RPPT Tensor Operations - Data Exchange Operations. More...

Functions
RppStatus	rppt_copy_host (RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, rppHandle_t rppHandle)
	Copy operation on HOST backend for a NCHW/NHWC layout tensor. More...

RppStatus	rppt_copy_gpu (RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, rppHandle_t rppHandle)
	Copy operation on HIP backend for a NCHW/NHWC layout tensor. More...

RppStatus	rppt_channel_permute_host (RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32u *permutationTensor, rppHandle_t rppHandle)
	Channel permute operation on HOST backend for a NCHW/NHWC layout tensor. More...

RppStatus	rppt_channel_permute_gpu (RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32u *permutationTensor, rppHandle_t rppHandle)
	Channel permute operation on HIP backend for a NCHW/NHWC layout tensor. More...

RppStatus	rppt_color_to_greyscale_host (RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RpptSubpixelLayout srcSubpixelLayout, rppHandle_t rppHandle)
	Color to greyscale operation on HOST backend for a NCHW/NHWC layout tensor. More...

RppStatus	rppt_color_to_greyscale_gpu (RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, RpptSubpixelLayout srcSubpixelLayout, rppHandle_t rppHandle)
	Color to greyscale operation on HIP backend for a NCHW/NHWC layout tensor. More...

Detailed Description

RPPT Tensor Operations - Data Exchange Operations.

Function Documentation

◆ rppt_channel_permute_gpu()

RppStatus rppt_channel_permute_gpu	(	RppPtr_t	srcPtr,
		RpptDescPtr	srcDescPtr,
		RppPtr_t	dstPtr,
		RpptDescPtr	dstDescPtr,
		Rpp32u *	permutationTensor,
		rppHandle_t	rppHandle
	)

Channel permute operation on HIP backend for a NCHW/NHWC layout tensor.

This function performs one of six possible channel permutations (R-G-B, R-B-G, G-R-B, G-B-R, B-R-G, B-G-R) for an image in a batch of RGB(3 channel) images with an NHWC/NCHW tensor layout.

srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127).

dstPtr depth ranges - Will be same depth as srcPtr.

Sample Input

Sample Output

Parameters

[in]	srcPtr	source tensor in HIP memory
[in]	srcDescPtr	source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 3)
[out]	dstPtr	destination tensor in HIP memory
[in]	dstDescPtr	destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr)
[in]	permutation	A tensor in HIP / Pinned memory specifying the channel permutation for each image. Size: 3 × srcDescPtr->n. Each value must satisfy: 0 ≤ permutationTensor[i] ≤ 2.
[in]	rppHandle	RPP HIP handle created with `rppCreate()`

Returns: A RppStatus enumeration.

Return values

RPP_SUCCESS	Successful completion.
RPP_ERROR*	Unsuccessful completion.

◆ rppt_channel_permute_host()

RppStatus rppt_channel_permute_host	(	RppPtr_t	srcPtr,
		RpptDescPtr	srcDescPtr,
		RppPtr_t	dstPtr,
		RpptDescPtr	dstDescPtr,
		Rpp32u *	permutationTensor,
		rppHandle_t	rppHandle
	)

Channel permute operation on HOST backend for a NCHW/NHWC layout tensor.

This function performs one of six possible channel permutations (R-G-B, R-B-G, G-R-B, G-B-R, B-R-G, B-G-R) for an image in a batch of RGB(3 channel) images with an NHWC/NCHW tensor layout.

srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127).

dstPtr depth ranges - Will be same depth as srcPtr.

Sample Input

Sample Output

Parameters

[in]	srcPtr	source tensor in HOST memory
[in]	srcDescPtr	source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 3)
[out]	dstPtr	destination tensor in HOST memory
[in]	dstDescPtr	destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr)
[in]	permutationTensor	A tensor in HOST memory specifying the channel permutation for each image. Size: 3 × srcDescPtr->n. Each value must satisfy: 0 ≤ permutationTensor[i] ≤ 2.
[in]	rppHandle	RPP HOST handle created with `rppCreate()`

Returns: A RppStatus enumeration.

Return values

RPP_SUCCESS	Successful completion.
RPP_ERROR*	Unsuccessful completion.

◆ rppt_color_to_greyscale_gpu()

RppStatus rppt_color_to_greyscale_gpu	(	RppPtr_t	srcPtr,
		RpptDescPtr	srcDescPtr,
		RppPtr_t	dstPtr,
		RpptDescPtr	dstDescPtr,
		RpptSubpixelLayout	srcSubpixelLayout,
		rppHandle_t	rppHandle
	)

Color to greyscale operation on HIP backend for a NCHW/NHWC layout tensor.

The color to greyscale operation runs for a batch of RGB(3 channel) images with an NHWC/NCHW tensor layout.

srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127).

dstPtr depth ranges - Will be same depth as srcPtr.

Sample Input

Sample Output

Parameters

[in]	srcPtr	source tensor in HIP memory
[in]	srcDescPtr	source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 3)
[out]	dstPtr	destination tensor in HIP memory
[in]	dstDescPtr	destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr)
[in]	srcSubpixelLayout	A RpptSubpixelLayout type enum to specify source subpixel layout (RGBtype or BGRtype)
[in]	rppHandle	RPP HIP handle created with `rppCreate()`

Returns: A RppStatus enumeration.

Return values

RPP_SUCCESS	Successful completion.
RPP_ERROR*	Unsuccessful completion.

◆ rppt_color_to_greyscale_host()

RppStatus rppt_color_to_greyscale_host	(	RppPtr_t	srcPtr,
		RpptDescPtr	srcDescPtr,
		RppPtr_t	dstPtr,
		RpptDescPtr	dstDescPtr,
		RpptSubpixelLayout	srcSubpixelLayout,
		rppHandle_t	rppHandle
	)

Color to greyscale operation on HOST backend for a NCHW/NHWC layout tensor.

The color to greyscale operation runs for a batch of RGB(3 channel) images with an NHWC/NCHW tensor layout.

srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127).

dstPtr depth ranges - Will be same depth as srcPtr.

Sample Input

Sample Output

Parameters

[in]	srcPtr	source tensor in HOST memory
[in]	srcDescPtr	source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 3)
[out]	dstPtr	destination tensor in HOST memory
[in]	dstDescPtr	destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr)
[in]	srcSubpixelLayout	A RpptSubpixelLayout type enum to specify source subpixel layout (RGBtype or BGRtype)
[in]	rppHandle	RPP HOST handle created with `rppCreate()`

Returns: A RppStatus enumeration.

Return values

RPP_SUCCESS	Successful completion.
RPP_ERROR*	Unsuccessful completion.

◆ rppt_copy_gpu()

RppStatus rppt_copy_gpu	(	RppPtr_t	srcPtr,
		RpptDescPtr	srcDescPtr,
		RppPtr_t	dstPtr,
		RpptDescPtr	dstDescPtr,
		rppHandle_t	rppHandle
	)

Copy operation on HIP backend for a NCHW/NHWC layout tensor.

The copy operation runs a buffer copy for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.

srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127).

dstPtr depth ranges - Will be same depth as srcPtr.

Sample Input

Sample Output

Parameters

[in]	srcPtr	source tensor in HIP memory
[in]	srcDescPtr	source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3)
[out]	dstPtr	destination tensor in HIP memory
[in]	dstDescPtr	destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr)
[in]	rppHandle	RPP HIP handle created with `rppCreate()`

Returns: A RppStatus enumeration.

Return values

RPP_SUCCESS	Successful completion.
RPP_ERROR*	Unsuccessful completion.

◆ rppt_copy_host()

RppStatus rppt_copy_host	(	RppPtr_t	srcPtr,
		RpptDescPtr	srcDescPtr,
		RppPtr_t	dstPtr,
		RpptDescPtr	dstDescPtr,
		rppHandle_t	rppHandle
	)

Copy operation on HOST backend for a NCHW/NHWC layout tensor.

The copy operation runs a buffer copy for a batch of RGB(3 channel) / greyscale(1 channel) images with an NHWC/NCHW tensor layout.

srcPtr depth ranges - Rpp8u (0 to 255), Rpp16f (0 to 1), Rpp32f (0 to 1), Rpp8s (-128 to 127).

dstPtr depth ranges - Will be same depth as srcPtr.

Sample Input

Sample Output

Parameters

[in]	srcPtr	source tensor in HOST memory
[in]	srcDescPtr	source tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = 1/3)
[out]	dstPtr	destination tensor in HOST memory
[in]	dstDescPtr	destination tensor descriptor (Restrictions - numDims = 4, offsetInBytes >= 0, dataType = U8/F16/F32/I8, layout = NCHW/NHWC, c = same as that of srcDescPtr)
[in]	rppHandle	RPP HOST handle created with `rppCreate()`

Returns: A RppStatus enumeration.

Return values

RPP_SUCCESS	Successful completion.
RPP_ERROR*	Unsuccessful completion.

RPPT Tensor Operations - Data Exchange Operations.

RPPT Tensor Operations - Data Exchange Operations.#

Functions

Detailed Description

Function Documentation

◆ rppt_channel_permute_gpu()

◆ rppt_channel_permute_host()

◆ rppt_color_to_greyscale_gpu()

◆ rppt_color_to_greyscale_host()

◆ rppt_copy_gpu()

◆ rppt_copy_host()