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rppt_tensor_statistical_operations.h
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1 /*
2 MIT License
3 
4 Copyright (c) 2019 - 2024 Advanced Micro Devices, Inc.
5 
6 Permission is hereby granted, free of charge, to any person obtaining a copy
7 of this software and associated documentation files (the "Software"), to deal
8 in the Software without restriction, including without limitation the rights
9 to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
10 copies of the Software, and to permit persons to whom the Software is
11 furnished to do so, subject to the following conditions:
12 
13 The above copyright notice and this permission notice shall be included in all
14 copies or substantial portions of the Software.
15 
16 THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17 IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18 FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19 AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20 LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22 SOFTWARE.
23 */
24 
25 #ifndef RPPT_TENSOR_STATISTICAL_OPERATIONS_H
26 #define RPPT_TENSOR_STATISTICAL_OPERATIONS_H
27 
28 #include "rpp.h"
29 #include "rppdefs.h"
30 #ifdef __cplusplus
31 extern "C" {
32 #endif
33 
60 RppStatus rppt_tensor_sum_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorSumArr, Rpp32u tensorSumArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
61 
62 #ifdef GPU_SUPPORT
78 RppStatus rppt_tensor_sum_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorSumArr, Rpp32u tensorSumArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
79 #endif // GPU_SUPPORT
80 
96 RppStatus rppt_tensor_min_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t minArr, Rpp32u minArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
97 
98 #ifdef GPU_SUPPORT
114 RppStatus rppt_tensor_min_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t imageMinArr, Rpp32u imageMinArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
115 #endif // GPU_SUPPORT
116 
132 RppStatus rppt_tensor_max_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t maxArr, Rpp32u maxArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
133 
134 #ifdef GPU_SUPPORT
150 RppStatus rppt_tensor_max_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t imageMaxArr, Rpp32u imageMaxArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
151 #endif // GPU_SUPPORT
152 
172 RppStatus rppt_normalize_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32u axisMask, Rpp32f *meanTensor, Rpp32f *stdDevTensor, Rpp8u computeMeanStddev, Rpp32f scale, Rpp32f shift, Rpp32u *roiTensor, rppHandle_t rppHandle);
173 
174 #ifdef GPU_SUPPORT
193 RppStatus rppt_normalize_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32u axisMask, Rpp32f *meanTensor, Rpp32f *stdDevTensor, Rpp8u computeMeanStddev, Rpp32f scale, Rpp32f shift, Rpp32u *roiTensor, rppHandle_t rppHandle);
194 #endif // GPU_SUPPORT
195 
211 RppStatus rppt_tensor_mean_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorMeanArr, Rpp32u tensorMeanArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
212 
213 #ifdef GPU_SUPPORT
229 RppStatus rppt_tensor_mean_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorMeanArr, Rpp32u tensorMeanArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
230 #endif // GPU_SUPPORT
231 
248 RppStatus rppt_tensor_stddev_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorStddevArr, Rpp32u tensorStddevArrLength, Rpp32f *meanTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
249 
250 #ifdef GPU_SUPPORT
267 RppStatus rppt_tensor_stddev_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorStddevArr, Rpp32u tensorStddevArrLength, Rpp32f *meanTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle);
268 #endif // GPU_SUPPORT
269 
273 #ifdef __cplusplus
274 }
275 #endif
276 #endif // RPPT_TENSOR_STATISTICAL_OPERATIONS_H
Rpp32u
unsigned int Rpp32u
32 bit unsigned int
Definition: rppdefs.h:89
Rpp8u
unsigned char Rpp8u
8 bit unsigned char
Definition: rppdefs.h:81
RppPtr_t
void * RppPtr_t
void pointer
Definition: rppdefs.h:101
RpptRoiType
RpptRoiType
RPPT Tensor 2D ROI type enum.
Definition: rppdefs.h:403
RppStatus
RppStatus
RPP RppStatus type enums.
Definition: rppdefs.h:109
Rpp32f
float Rpp32f
32 bit float
Definition: rppdefs.h:97
rppt_normalize_host
RppStatus rppt_normalize_host(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32u axisMask, Rpp32f *meanTensor, Rpp32f *stdDevTensor, Rpp8u computeMeanStddev, Rpp32f scale, Rpp32f shift, Rpp32u *roiTensor, rppHandle_t rppHandle)
Normalize Generic augmentation on HOST backend.
rppt_tensor_min_host
RppStatus rppt_tensor_min_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t minArr, Rpp32u minArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor min operation on HOST backend for a NCHW/NHWC layout tensor.
rppt_tensor_mean_host
RppStatus rppt_tensor_mean_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorMeanArr, Rpp32u tensorMeanArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor mean operation on HOST backend for a NCHW/NHWC layout tensor.
rppt_tensor_max_gpu
RppStatus rppt_tensor_max_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t imageMaxArr, Rpp32u imageMaxArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor max operation on HIP backend for a NCHW/NHWC layout tensor.
rppt_tensor_sum_gpu
RppStatus rppt_tensor_sum_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorSumArr, Rpp32u tensorSumArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor sum operation on HIP backend for a NCHW/NHWC layout tensor.
rppt_tensor_sum_host
RppStatus rppt_tensor_sum_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorSumArr, Rpp32u tensorSumArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor sum operation on HOST backend for a NCHW/NHWC layout tensor.
rppt_tensor_min_gpu
RppStatus rppt_tensor_min_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t imageMinArr, Rpp32u imageMinArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor min operation on HIP backend for a NCHW/NHWC layout tensor.
rppt_tensor_stddev_host
RppStatus rppt_tensor_stddev_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorStddevArr, Rpp32u tensorStddevArrLength, Rpp32f *meanTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor stddev operation on HOST backend for a NCHW/NHWC layout tensor.
rppt_normalize_gpu
RppStatus rppt_normalize_gpu(RppPtr_t srcPtr, RpptGenericDescPtr srcGenericDescPtr, RppPtr_t dstPtr, RpptGenericDescPtr dstGenericDescPtr, Rpp32u axisMask, Rpp32f *meanTensor, Rpp32f *stdDevTensor, Rpp8u computeMeanStddev, Rpp32f scale, Rpp32f shift, Rpp32u *roiTensor, rppHandle_t rppHandle)
Normalize Generic augmentation on HIP backend.
rppt_tensor_max_host
RppStatus rppt_tensor_max_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t maxArr, Rpp32u maxArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor max operation on HOST backend for a NCHW/NHWC layout tensor.
rppt_tensor_mean_gpu
RppStatus rppt_tensor_mean_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorMeanArr, Rpp32u tensorMeanArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor mean operation on HIP backend for a NCHW/NHWC layout tensor.
rppt_tensor_stddev_gpu
RppStatus rppt_tensor_stddev_gpu(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorStddevArr, Rpp32u tensorStddevArrLength, Rpp32f *meanTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle)
Tensor stddev operation on HIP backend for a NCHW/NHWC layout tensor.
rpp.h
RPP top-level header with RPP handle API.
rppdefs.h
RPP common HOST/GPU typedef, enum and structure definitions.
RpptDesc
RPPT Tensor descriptor type struct.
Definition: rppdefs.h:541
RpptGenericDesc
RPPT Tensor Generic descriptor type struct.
Definition: rppdefs.h:554
RpptROI
RPPT Tensor 2D ROI union.
Definition: rppdefs.h:510