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rppt_tensor_statistical_operations.h
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1 /*
2 MIT License
3 
4 Copyright (c) 2019 - 2025 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 
61 RppStatus rppt_tensor_sum(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorSumArr, Rpp32u tensorSumArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend);
62 
79 RppStatus rppt_tensor_min(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t minArr, Rpp32u minArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend);
80 
97 RppStatus rppt_tensor_max(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t maxArr, Rpp32u maxArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend);
98 
119 RppStatus rppt_normalize(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, RppBackend executionBackend);
120 
137 RppStatus rppt_tensor_mean(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorMeanArr, Rpp32u tensorMeanArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend);
138 
156 RppStatus rppt_tensor_stddev(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorStddevArr, Rpp32u tensorStddevArrLength, Rpp32f *meanTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend);
157 
182 RppStatus rppt_threshold(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f *minTensor, Rpp32f *maxTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend);
183 
184 
188 #ifdef __cplusplus
189 }
190 #endif
191 #endif // RPPT_TENSOR_STATISTICAL_OPERATIONS_H
unsigned int Rpp32u
32 bit unsigned int
Definition: rppdefs.h:99
unsigned char Rpp8u
8 bit unsigned char
Definition: rppdefs.h:91
void * RppPtr_t
void pointer
Definition: rppdefs.h:111
RpptRoiType
RPPT Tensor 2D ROI type enum.
Definition: rppdefs.h:276
RppStatus
RPP RppStatus type enums.
Definition: rppdefs.h:119
float Rpp32f
32 bit float
Definition: rppdefs.h:107
RppBackend
RPP RppBackend type enums.
Definition: rppdefs.h:182
RppStatus rppt_threshold(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32f *minTensor, Rpp32f *maxTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend)
Threshold augmentation on HIP/HOST backend for a NCHW/NHWC layout tensor.
RppStatus rppt_tensor_max(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t maxArr, Rpp32u maxArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend)
Tensor max operation on HIP/HOST backend for a NCHW/NHWC layout tensor.
RppStatus rppt_tensor_sum(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorSumArr, Rpp32u tensorSumArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend)
Tensor sum operation on HIP/HOST backend for a NCHW/NHWC layout tensor.
RppStatus rppt_tensor_stddev(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorStddevArr, Rpp32u tensorStddevArrLength, Rpp32f *meanTensor, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend)
Tensor stddev operation on HIP/HOST backend for a NCHW/NHWC layout tensor.
RppStatus rppt_tensor_mean(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t tensorMeanArr, Rpp32u tensorMeanArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend)
Tensor mean operation on HIP/HOST backend for a NCHW/NHWC layout tensor.
RppStatus rppt_tensor_min(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t minArr, Rpp32u minArrLength, RpptROIPtr roiTensorPtrSrc, RpptRoiType roiType, rppHandle_t rppHandle, RppBackend executionBackend)
Tensor min operation on HIP/HOST backend for a NCHW/NHWC layout tensor.
RppStatus rppt_normalize(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, RppBackend executionBackend)
Normalize Generic augmentation on HIP/HOST backend.
RPP top-level header with RPP handle API.
RPP common HOST/GPU typedef, enum and structure definitions.
RPPT Tensor descriptor type struct.
Definition: rppdefs.h:454
RPPT Tensor Generic descriptor type struct.
Definition: rppdefs.h:467
RPPT Tensor 2D ROI union.
Definition: rppdefs.h:423