Merge 'master' into 'amd-master'

Change-Id: I49daa87c2f32c5b6a4591409dc18d50c9ffdfce8


[ROCm/hip commit: aad41d36ea]

projects/hip/bin/hipify-perl

@@ -769,6 +769,7 @@ sub simpleSubstitutions {
     $ft{'include'} += s/\btexture_fetch_functions.h\b//g;
     $ft{'include'} += s/\bvector_types.h\b/hip\/hip_vector_types.h/g;
     $ft{'include_cuda_main_header'} += s/\bcuComplex.h\b/hip\/hip_complex.h/g;
+    $ft{'include_cuda_main_header'} += s/\bcub\/cub.cuh\b/hipcub\/hipcub.hpp/g;
     $ft{'include_cuda_main_header'} += s/\bcublas.h\b/hipblas.h/g;
     $ft{'include_cuda_main_header'} += s/\bcublas_v2.h\b/hipblas.h/g;
     $ft{'include_cuda_main_header'} += s/\bcuda.h\b/hip\/hip_runtime.h/g;

projects/hip/hipify-clang/CMakeLists.txt

@@ -1,8 +1,4 @@
-if (CUDA_VERSION VERSION_GREATER "9.2")
-    cmake_minimum_required(VERSION 3.12.3)
-else()
-    cmake_minimum_required(VERSION 3.7.2)
-endif()
+cmake_minimum_required(VERSION 3.5.2)
 
 project(hipify-clang)
 
@@ -58,7 +54,7 @@ target_link_libraries(hipify-clang PRIVATE
     LLVMOption
     LLVMCore)
 
-if (LLVM_PACKAGE_VERSION VERSION_GREATER_EQUAL "7")
+if (LLVM_PACKAGE_VERSION VERSION_GREATER "6.0.1")
     target_link_libraries(hipify-clang PRIVATE clangToolingInclusions)
 endif()
 
@@ -72,7 +68,7 @@ else()
     set(StdCpp "-std=c++")
 endif()
 
-if (LLVM_PACKAGE_VERSION VERSION_GREATER_EQUAL "10.0")
+if (LLVM_PACKAGE_VERSION VERSION_GREATER "9.0")
     string(APPEND StdCpp "14")
 # MSVC starting from 1900 (VS 2015) supports only the following c++ std values: c++14|c++17|c++latest
 elseif (MSVC)

projects/hip/hipify-clang/README.md

@@ -63,7 +63,7 @@
 In most cases, you can get a suitable version of LLVM+CLANG with your package manager.
 
 Failing that or having multiple versions of LLVM, you can [download a release archive](http://releases.llvm.org/), build or install it, and set
-[CMAKE_PREFIX_PATH](https://cmake.org/cmake/help/v3.12/variable/CMAKE_PREFIX_PATH.html) so `cmake` can find it; for instance: `-DCMAKE_PREFIX_PATH=f:\LLVM\9.0.0\dist`
+[CMAKE_PREFIX_PATH](https://cmake.org/cmake/help/v3.5/variable/CMAKE_PREFIX_PATH.html) so `cmake` can find it; for instance: `-DCMAKE_PREFIX_PATH=f:\LLVM\9.0.0\dist`
 
 ## <a name="build-and-install"></a> Build and install
 
@@ -119,7 +119,8 @@ To run it:
      - **Windows**:
    ```shell
         cmake \
-         -G "Visual Studio 16 2019 Win64" \
+         -G "Visual Studio 16 2019" \
+         -A x64 \
          -DCMAKE_INSTALL_PREFIX=../dist \
          -DLLVM_SOURCE_DIR=../llvm \
          -DLLVM_TARGETS_TO_BUILD="X86;NVPTX" \
@@ -149,6 +150,14 @@ To run it:
 
         - Windows: `-DCUDA_DNN_ROOT_DIR=f:/CUDNN/cudnn-10.1-windows10-x64-v7.6.4.38`
 
+5. Ensure [`CUB`](https://github.com/NVlabs/cub) of the version corresponding to CUDA's version is installed.
+
+    * Path to CUB should be specified by the `CUDA_CUB_ROOT_DIR` option:
+
+        - Linux: `-DCUDA_CUB_ROOT_DIR=/srv/CUB`
+
+        - Windows: `-DCUDA_CUB_ROOT_DIR=f:/GIT/cub`
+
 5. Ensure [`python`](https://www.python.org/downloads) of minimum required version 2.7 is installed.
 
 6. Ensure `lit` and `FileCheck` are installed - these are distributed with LLVM.
@@ -187,7 +196,7 @@ Ubuntu 16-18: LLVM 8.0.0 - 9.0.0, CUDA 8.0 - 10.1, cudnn-5.1.10 - cudnn-7.6.4.38
 
 Build system for the above configurations:
 
-Python 2.7 (min), cmake 3.12.3 (min), GNU C/C++ 5.4.0 (min).
+Python 2.7 (min), cmake 3.5.2 (min), GNU C/C++ 5.4.0 (min).
 
 Here is an example of building `hipify-clang` with testing support on `Ubuntu 16.04`:
 
@@ -199,6 +208,7 @@ cmake
  -DCMAKE_PREFIX_PATH=/srv/git/LLVM/9.0.0/dist \
  -DCUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda-10.1 \
  -DCUDA_DNN_ROOT_DIR=/srv/CUDNN/cudnn-10.1-v7.6.4.38 \
+ -DCUDA_CUB_ROOT_DIR=/srv/CUB \
  -DLLVM_EXTERNAL_LIT=/srv/git/LLVM/9.0.0/build/bin/llvm-lit \
  ..
 ```
@@ -254,72 +264,73 @@ Linux 5.2.0 - Platform OS
 64 - hipify-clang binary bitness
 64 - python 2.7.12 binary bitness
 ========================================
--- Testing: 63 tests, 12 threads --
-PASS: hipify :: unit_tests/casts/reinterpret_cast.cu (1 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_01.cu (2 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_03.cu (3 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_02.cu (4 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_05.cu (5 of 63)
-PASS: hipify :: unit_tests/device/math_functions.cu (6 of 63)
-PASS: hipify :: unit_tests/device/atomics.cu (7 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_07.cu (8 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_06.cu (9 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_04.cu (10 of 63)
-PASS: hipify :: unit_tests/device/device_symbols.cu (11 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_10.cu (12 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_11.cu (13 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_08.cu (14 of 63)
-PASS: hipify :: unit_tests/libraries/CAFFE2/caffe2_02.cu (15 of 63)
-PASS: hipify :: unit_tests/libraries/cuBLAS/cublas_0_based_indexing.cu (16 of 63)
-PASS: hipify :: unit_tests/libraries/cuBLAS/cublas_1_based_indexing.cu (17 of 63)
-PASS: hipify :: unit_tests/libraries/cuBLAS/cublas_sgemm_matrix_multiplication.cu (18 of 63)
-PASS: hipify :: unit_tests/libraries/cuBLAS/rocBLAS/cublas_0_based_indexing_rocblas.cu (19 of 63)
-PASS: hipify :: unit_tests/libraries/cuComplex/cuComplex_Julia.cu (20 of 63)
-PASS: hipify :: unit_tests/libraries/CAFFE2/caffe2_01.cu (21 of 63)
-PASS: hipify :: unit_tests/libraries/cuDNN/cudnn_softmax.cu (22 of 63)
-PASS: hipify :: unit_tests/libraries/cuBLAS/rocBLAS/cublas_1_based_indexing_rocblas.cu (23 of 63)
-PASS: hipify :: unit_tests/libraries/cuBLAS/rocBLAS/cublas_sgemm_matrix_multiplication_rocblas.cu (24 of 63)
-PASS: hipify :: unit_tests/libraries/cuFFT/simple_cufft.cu (25 of 63)
-PASS: hipify :: unit_tests/libraries/cuDNN/cudnn_convolution_forward.cu (26 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_01.cu (27 of 63)
-PASS: hipify :: unit_tests/headers/headers_test_09.cu (28 of 63)
-PASS: hipify :: unit_tests/libraries/cuRAND/poisson_api_example.cu (29 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_03.cu (30 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_02.cu (31 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_05.cu (32 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_04.cu (33 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_06.cu (34 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_07.cu (35 of 63)
-PASS: hipify :: unit_tests/namespace/ns_kernel_launch.cu (36 of 63)
-PASS: hipify :: unit_tests/pp/pp_if_else_conditionals_01.cu (37 of 63)
-PASS: hipify :: unit_tests/pp/pp_if_else_conditionals.cu (38 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_08.cu (39 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_11.cu (40 of 63)
-PASS: hipify :: unit_tests/libraries/cuRAND/benchmark_curand_generate.cpp (41 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_10.cu (42 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_09.cu (43 of 63)
-PASS: hipify :: unit_tests/samples/2_Cookbook/11_texture_driver/tex2dKernel.cpp (44 of 63)
-PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_12.cu (45 of 63)
-PASS: hipify :: unit_tests/samples/2_Cookbook/0_MatrixTranspose/MatrixTranspose.cpp (46 of 63)
-PASS: hipify :: unit_tests/samples/allocators.cu (47 of 63)
-PASS: hipify :: unit_tests/samples/MallocManaged.cpp (48 of 63)
-PASS: hipify :: unit_tests/libraries/cuRAND/benchmark_curand_kernel.cpp (49 of 63)
-PASS: hipify :: unit_tests/samples/coalescing.cu (50 of 63)
-PASS: hipify :: unit_tests/samples/2_Cookbook/1_hipEvent/hipEvent.cpp (51 of 63)
-PASS: hipify :: unit_tests/samples/2_Cookbook/13_occupancy/occupancy.cpp (52 of 63)
-PASS: hipify :: unit_tests/samples/2_Cookbook/11_texture_driver/texture2dDrv.cpp (53 of 63)
-PASS: hipify :: unit_tests/samples/2_Cookbook/2_Profiler/Profiler.cpp (54 of 63)
-PASS: hipify :: unit_tests/samples/2_Cookbook/7_streams/stream.cpp (55 of 63)
-PASS: hipify :: unit_tests/samples/2_Cookbook/8_peer2peer/peer2peer.cpp (56 of 63)
-PASS: hipify :: unit_tests/samples/intro.cu (57 of 63)
-PASS: hipify :: unit_tests/samples/dynamic_shared_memory.cu (58 of 63)
-PASS: hipify :: unit_tests/samples/axpy.cu (59 of 63)
-PASS: hipify :: unit_tests/samples/square.cu (60 of 63)
-PASS: hipify :: unit_tests/samples/vec_add.cu (61 of 63)
-PASS: hipify :: unit_tests/samples/static_shared_memory.cu (62 of 63)
-PASS: hipify :: unit_tests/samples/cudaRegister.cu (63 of 63)
-Testing Time: 2.91s
-  Expected Passes    : 63
+-- Testing: 64 tests, 12 threads --
+PASS: hipify :: unit_tests/casts/reinterpret_cast.cu (1 of 64)
+PASS: hipify :: unit_tests/device/math_functions.cu (2 of 64)
+PASS: hipify :: unit_tests/device/atomics.cu (3 of 64)
+PASS: hipify :: unit_tests/device/device_symbols.cu (4 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_02.cu (5 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_03.cu (6 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_01.cu (7 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_04.cu (8 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_05.cu (9 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_07.cu (10 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_06.cu (11 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_11.cu (12 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_08.cu (13 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_10.cu (14 of 64)
+PASS: hipify :: unit_tests/headers/headers_test_09.cu (15 of 64)
+PASS: hipify :: unit_tests/libraries/CAFFE2/caffe2_02.cu (16 of 64)
+PASS: hipify :: unit_tests/libraries/CAFFE2/caffe2_01.cu (17 of 64)
+PASS: hipify :: unit_tests/libraries/CUB/cub_01.cu (18 of 64)
+PASS: hipify :: unit_tests/libraries/cuBLAS/cublas_1_based_indexing.cu (19 of 64)
+PASS: hipify :: unit_tests/libraries/cuBLAS/cublas_0_based_indexing.cu (20 of 64)
+PASS: hipify :: unit_tests/libraries/cuBLAS/cublas_sgemm_matrix_multiplication.cu (21 of 64)
+PASS: hipify :: unit_tests/libraries/cuBLAS/rocBLAS/cublas_0_based_indexing_rocblas.cu (22 of 64)
+PASS: hipify :: unit_tests/libraries/cuBLAS/rocBLAS/cublas_sgemm_matrix_multiplication_rocblas.cu (23 of 64)
+PASS: hipify :: unit_tests/libraries/cuBLAS/rocBLAS/cublas_1_based_indexing_rocblas.cu (24 of 64)
+PASS: hipify :: unit_tests/libraries/cuComplex/cuComplex_Julia.cu (25 of 64)
+PASS: hipify :: unit_tests/libraries/cuDNN/cudnn_softmax.cu (26 of 64)
+PASS: hipify :: unit_tests/libraries/cuDNN/cudnn_convolution_forward.cu (27 of 64)
+PASS: hipify :: unit_tests/libraries/cuFFT/simple_cufft.cu (28 of 64)
+PASS: hipify :: unit_tests/libraries/cuRAND/poisson_api_example.cu (29 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_01.cu (30 of 64)
+PASS: hipify :: unit_tests/libraries/cuRAND/benchmark_curand_generate.cpp (31 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_02.cu (32 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_03.cu (33 of 64)
+PASS: hipify :: unit_tests/libraries/cuRAND/benchmark_curand_kernel.cpp (34 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_04.cu (35 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_05.cu (36 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_06.cu (37 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_07.cu (38 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_09.cu (39 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_10.cu (40 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_08.cu (41 of 64)
+PASS: hipify :: unit_tests/namespace/ns_kernel_launch.cu (42 of 64)
+PASS: hipify :: unit_tests/pp/pp_if_else_conditionals.cu (43 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_11.cu (44 of 64)
+PASS: hipify :: unit_tests/libraries/cuSPARSE/cuSPARSE_12.cu (45 of 64)
+PASS: hipify :: unit_tests/pp/pp_if_else_conditionals_01.cu (46 of 64)
+PASS: hipify :: unit_tests/samples/2_Cookbook/11_texture_driver/tex2dKernel.cpp (47 of 64)
+PASS: hipify :: unit_tests/samples/2_Cookbook/0_MatrixTranspose/MatrixTranspose.cpp (48 of 64)
+PASS: hipify :: unit_tests/samples/2_Cookbook/11_texture_driver/texture2dDrv.cpp (49 of 64)
+PASS: hipify :: unit_tests/samples/2_Cookbook/13_occupancy/occupancy.cpp (50 of 64)
+PASS: hipify :: unit_tests/samples/2_Cookbook/1_hipEvent/hipEvent.cpp (51 of 64)
+PASS: hipify :: unit_tests/samples/2_Cookbook/2_Profiler/Profiler.cpp (52 of 64)
+PASS: hipify :: unit_tests/samples/MallocManaged.cpp (53 of 64)
+PASS: hipify :: unit_tests/samples/2_Cookbook/7_streams/stream.cpp (54 of 64)
+PASS: hipify :: unit_tests/samples/2_Cookbook/8_peer2peer/peer2peer.cpp (55 of 64)
+PASS: hipify :: unit_tests/samples/allocators.cu (56 of 64)
+PASS: hipify :: unit_tests/samples/coalescing.cu (57 of 64)
+PASS: hipify :: unit_tests/samples/dynamic_shared_memory.cu (58 of 64)
+PASS: hipify :: unit_tests/samples/axpy.cu (59 of 64)
+PASS: hipify :: unit_tests/samples/cudaRegister.cu (60 of 64)
+PASS: hipify :: unit_tests/samples/intro.cu (61 of 64)
+PASS: hipify :: unit_tests/samples/square.cu (62 of 64)
+PASS: hipify :: unit_tests/samples/static_shared_memory.cu (63 of 64)
+PASS: hipify :: unit_tests/samples/vec_add.cu (64 of 64)
+Testing Time: 2.98s
+  Expected Passes    : 64
 [100%] Built target test-hipify
 ```
 ### <a name="windows"></a >Windows
@@ -334,13 +345,14 @@ LLVM 7.0.0 - 9.0.0, CUDA 7.5 - 10.1, cudnn-7.0.5.15 - cudnn-7.6.4.38
 
 Build system for the above configurations:
 
-Python 3.6 - 3.7.4, cmake 3.12.3 - 3.15.4, Visual Studio 2017 (15.5.2) - 2019 (16.3.2).
+Python 3.6 - 3.7.4, cmake 3.5.2 - 3.15.5, Visual Studio 2017 (15.5.2) - 2019 (16.3.4).
 
 Here is an example of building `hipify-clang` with testing support on `Windows 10` by `Visual Studio 16 2019`:
 
 ```shell
 cmake
- -G "Visual Studio 16 2019 Win64" \
+ -G "Visual Studio 16 2019" \
+ -A x64 \
  -DHIPIFY_CLANG_TESTS=1 \
  -DCMAKE_BUILD_TYPE=Release \
  -DCMAKE_INSTALL_PREFIX=../dist \
@@ -348,6 +360,7 @@ cmake
  -DCUDA_TOOLKIT_ROOT_DIR="c:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v10.1" \
  -DCUDA_SDK_ROOT_DIR="c:/ProgramData/NVIDIA Corporation/CUDA Samples/v10.1" \
  -DCUDA_DNN_ROOT_DIR=f:/CUDNN/cudnn-10.1-windows10-x64-v7.6.4.38 \
+ -DCUDA_CUB_ROOT_DIR=f:/GIT/cub \
  -DLLVM_EXTERNAL_LIT=f:/LLVM/9.0.0/build/Release/bin/llvm-lit.py \
  -Thost=x64
  ..

projects/hip/hipify-clang/src/CUDA2HIP.cpp

@@ -67,6 +67,8 @@ const std::map <llvm::StringRef, hipCounter> CUDA_INCLUDE_MAP{
   // cuSPARSE includes
   {"cusparse.h",                {"hipsparse.h",                  "", CONV_INCLUDE_CUDA_MAIN_H, API_SPARSE}},
   {"cusparse_v2.h",             {"hipsparse.h",                  "", CONV_INCLUDE_CUDA_MAIN_H, API_SPARSE}},
+  // CUB includes
+  {"cub/cub.cuh",               {"hipcub/hipcub.hpp",            "", CONV_INCLUDE_CUDA_MAIN_H, API_CUB}},
   // CAFFE2 includes
   {"caffe2/core/common_gpu.h",                              {"caffe2/core/hip/common_gpu.h",                          "", CONV_INCLUDE, API_CAFFE2, UNSUPPORTED}},
   {"caffe2/core/context_gpu.h",                             {"caffe2/core/hip/context_gpu.h",                         "", CONV_INCLUDE, API_CAFFE2, UNSUPPORTED}},

projects/hip/hipify-clang/src/CUDA2HIP.h

@@ -67,6 +67,8 @@ extern const std::map<llvm::StringRef, hipCounter> CUDA_CAFFE2_TYPE_NAME_MAP;
 extern const std::map<llvm::StringRef, hipCounter> CUDA_CAFFE2_FUNCTION_MAP;
 // Maps the names of CUDA Device functions to the corresponding HIP functions
 extern const std::map<llvm::StringRef, hipCounter> CUDA_DEVICE_FUNC_MAP;
+// Maps the names of CUDA CUB API types to the corresponding HIP types
+extern const std::map<llvm::StringRef, hipCounter> CUDA_CUB_TYPE_NAME_MAP;
 
 /**
   * The union of all the above maps, except includes.

projects/hip/hipify-clang/src/CUDA2HIP_CUB_API_types.cpp

@@ -0,0 +1,28 @@
+/*
+Copyright (c) 2015 - present Advanced Micro Devices, Inc. All rights reserved.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+*/
+
+#include "CUDA2HIP.h"
+
+// Maps the names of CUDA CUB API types to the corresponding HIP types
+const std::map<llvm::StringRef, hipCounter> CUDA_CUB_TYPE_NAME_MAP{
+  {"cub",  {"hipcub",  "", CONV_TYPE, API_CUB}},
+};

projects/hip/hipify-clang/src/HipifyAction.cpp

@@ -33,16 +33,20 @@ THE SOFTWARE.
 #include "StringUtils.h"
 #include "ArgParse.h"
 
-namespace ct = clang::tooling;
-namespace mat = clang::ast_matchers;
-
+const std::string sHIP = "HIP";
+const std::string sROC = "ROC";
+const std::string sCub = "cub";
 const std::string sHIP_DYNAMIC_SHARED = "HIP_DYNAMIC_SHARED";
+const std::string sHIP_KERNEL_NAME = "HIP_KERNEL_NAME";
 std::string sHIP_SYMBOL = "HIP_SYMBOL";
-std::string sHIP_KERNEL_NAME = "HIP_KERNEL_NAME";
 std::string s_reinterpret_cast = "reinterpret_cast<const void*>";
-const std::string sHipLaunchKernelGGL = "hipLaunchKernelGGL(";
+const std::string sHipLaunchKernelGGL = "hipLaunchKernelGGL";
 const std::string sDim3 = "dim3(";
-
+const std::string s_hiprand_kernel_h = "hiprand_kernel.h";
+const std::string s_hiprand_h = "hiprand.h";
+const std::string sOnce = "once";
+const std::string s_string_literal = "[string literal]";
+// CUDA identifiers, used in matchers
 const std::string sCudaMemcpyToSymbol = "cudaMemcpyToSymbol";
 const std::string sCudaMemcpyToSymbolAsync = "cudaMemcpyToSymbolAsync";
 const std::string sCudaGetSymbolSize = "cudaGetSymbolSize";
@@ -51,6 +55,12 @@ const std::string sCudaMemcpyFromSymbol = "cudaMemcpyFromSymbol";
 const std::string sCudaMemcpyFromSymbolAsync = "cudaMemcpyFromSymbolAsync";
 const std::string sCudaFuncSetCacheConfig = "cudaFuncSetCacheConfig";
 const std::string sCudaFuncGetAttributes = "cudaFuncGetAttributes";
+// Matchers' names
+const StringRef sCudaSharedIncompleteArrayVar = "cudaSharedIncompleteArrayVar";
+const StringRef sCudaLaunchKernel = "cudaLaunchKernel";
+const StringRef sCudaHostFuncCall = "cudaHostFuncCall";
+const StringRef sCudaDeviceFuncCall = "cudaDeviceFuncCall";
+const StringRef sCubNamespacePrefix = "cubNamespacePrefix";
 
 std::set<std::string> DeviceSymbolFunctions0 {
   {sCudaMemcpyToSymbol},
@@ -78,7 +88,7 @@ std::set<std::string> ReinterpretFunctions1{
 };
 
 void HipifyAction::RewriteString(StringRef s, clang::SourceLocation start) {
-  clang::SourceManager& SM = getCompilerInstance().getSourceManager();
+  auto &SM = getCompilerInstance().getSourceManager();
   size_t begin = 0;
   while ((begin = s.find("cu", begin)) != StringRef::npos) {
     const size_t end = s.find_first_of(" ", begin + 4);
@@ -86,7 +96,7 @@ void HipifyAction::RewriteString(StringRef s, clang::SourceLocation start) {
     const auto found = CUDA_RENAMES_MAP().find(name);
     if (found != CUDA_RENAMES_MAP().end()) {
       StringRef repName = Statistics::isToRoc(found->second) ? found->second.rocName : found->second.hipName;
-      hipCounter counter = {"[string literal]", "", ConvTypes::CONV_LITERAL, ApiTypes::API_RUNTIME, found->second.supportDegree};
+      hipCounter counter = {s_string_literal, "", ConvTypes::CONV_LITERAL, ApiTypes::API_RUNTIME, found->second.supportDegree};
       Statistics::current().incrementCounter(counter, name.str());
       if (!Statistics::isUnsupported(counter)) {
         clang::SourceLocation sl = start.getLocWithOffset(begin + 1);
@@ -95,9 +105,7 @@ void HipifyAction::RewriteString(StringRef s, clang::SourceLocation start) {
         insertReplacement(Rep, fullSL);
       }
     }
-    if (end == StringRef::npos) {
-      break;
-    }
+    if (end == StringRef::npos) break;
     begin = end + 1;
   }
 }
@@ -109,7 +117,7 @@ void HipifyAction::RewriteString(StringRef s, clang::SourceLocation start) {
   * If it's an unsupported CUDA identifier, a warning is emitted.
   * Otherwise, the source file is updated with the corresponding hipification.
   */
-void HipifyAction::RewriteToken(const clang::Token& t) {
+void HipifyAction::RewriteToken(const clang::Token &t) {
   // String literals containing CUDA references need fixing.
   if (t.is(clang::tok::string_literal)) {
     StringRef s(t.getLiteralData(), t.getLength());
@@ -124,20 +132,21 @@ void HipifyAction::RewriteToken(const clang::Token& t) {
   FindAndReplace(name, sl, CUDA_RENAMES_MAP());
 }
 
-void HipifyAction::FindAndReplace(llvm::StringRef name,
+void HipifyAction::FindAndReplace(StringRef name,
                                   clang::SourceLocation sl,
-                                  const std::map<llvm::StringRef, hipCounter>& repMap, bool bReplace) {
+                                  const std::map<StringRef, hipCounter> &repMap, 
+                                  bool bReplace) {
   const auto found = repMap.find(name);
   if (found == repMap.end()) {
     // So it's an identifier, but not CUDA? Boring.
     return;
   }
   Statistics::current().incrementCounter(found->second, name.str());
-  clang::DiagnosticsEngine& DE = getCompilerInstance().getDiagnostics();
+  clang::DiagnosticsEngine &DE = getCompilerInstance().getDiagnostics();
   // Warn the user about unsupported identifier.
   if (Statistics::isUnsupported(found->second)) {
     std::string sWarn;
-    Statistics::isToRoc(found->second) ? sWarn = "ROC" : sWarn = "HIP";
+    Statistics::isToRoc(found->second) ? sWarn = sROC : sWarn = sHIP;
     sWarn = "" + sWarn;
     const auto ID = DE.getCustomDiagID(clang::DiagnosticsEngine::Warning, "CUDA identifier is unsupported in %0.");
     DE.Report(sl, ID) << sWarn;
@@ -147,7 +156,7 @@ void HipifyAction::FindAndReplace(llvm::StringRef name,
     return;
   }
   StringRef repName = Statistics::isToRoc(found->second) ? found->second.rocName : found->second.hipName;
-  clang::SourceManager& SM = getCompilerInstance().getSourceManager();
+  auto &SM = getCompilerInstance().getSourceManager();
   ct::Replacement Rep(SM, sl, name.size(), repName.str());
   clang::FullSourceLoc fullSL(sl, SM);
   insertReplacement(Rep, fullSL);
@@ -155,7 +164,7 @@ void HipifyAction::FindAndReplace(llvm::StringRef name,
 
 namespace {
 
-clang::SourceRange getReadRange(clang::SourceManager& SM, const clang::SourceRange& exprRange) {
+clang::SourceRange getReadRange(clang::SourceManager &SM, const clang::SourceRange &exprRange) {
   clang::SourceLocation begin = exprRange.getBegin();
   clang::SourceLocation end = exprRange.getEnd();
   bool beginSafe = !SM.isMacroBodyExpansion(begin) || clang::Lexer::isAtStartOfMacroExpansion(begin, SM, clang::LangOptions{});
@@ -167,7 +176,7 @@ clang::SourceRange getReadRange(clang::SourceManager& SM, const clang::SourceRan
   }
 }
 
-clang::SourceRange getWriteRange(clang::SourceManager& SM, const clang::SourceRange& exprRange) {
+clang::SourceRange getWriteRange(clang::SourceManager &SM, const clang::SourceRange &exprRange) {
   clang::SourceLocation begin = exprRange.getBegin();
   clang::SourceLocation end = exprRange.getEnd();
   // If the range is contained within a macro, update the macro definition.
@@ -178,7 +187,7 @@ clang::SourceRange getWriteRange(clang::SourceManager& SM, const clang::SourceRa
   return {SM.getSpellingLoc(begin), SM.getSpellingLoc(end)};
 }
 
-StringRef readSourceText(clang::SourceManager& SM, const clang::SourceRange& exprRange) {
+StringRef readSourceText(clang::SourceManager &SM, const clang::SourceRange &exprRange) {
   return clang::Lexer::getSourceText(clang::CharSourceRange::getTokenRange(getReadRange(SM, exprRange)), SM, clang::LangOptions(), nullptr);
 }
 
@@ -186,53 +195,50 @@ StringRef readSourceText(clang::SourceManager& SM, const clang::SourceRange& exp
   * Get a string representation of the expression `arg`, unless it's a defaulting function
   * call argument, in which case get a 0. Used for building argument lists to kernel calls.
   */
-std::string stringifyZeroDefaultedArg(clang::SourceManager& SM, const clang::Expr* arg) {
-  if (clang::isa<clang::CXXDefaultArgExpr>(arg)) {
-    return "0";
-  } else {
-    return readSourceText(SM, arg->getSourceRange());
-  }
+std::string stringifyZeroDefaultedArg(clang::SourceManager &SM, const clang::Expr *arg) {
+  if (clang::isa<clang::CXXDefaultArgExpr>(arg)) return "0";
+  else return readSourceText(SM, arg->getSourceRange());
 }
 
 } // anonymous namespace
 
-bool HipifyAction::Exclude(const hipCounter & hipToken) {
+bool HipifyAction::Exclude(const hipCounter &hipToken) {
   switch (hipToken.type) {
     case CONV_INCLUDE_CUDA_MAIN_H:
       switch (hipToken.apiType) {
         case API_DRIVER:
         case API_RUNTIME:
-          if (insertedRuntimeHeader) { return true; }
+          if (insertedRuntimeHeader) return true;
           insertedRuntimeHeader = true;
           return false;
         case API_BLAS:
-          if (insertedBLASHeader) { return true; }
+          if (insertedBLASHeader) return true;
           insertedBLASHeader = true;
           return false;
         case API_RAND:
-          if (hipToken.hipName == "hiprand_kernel.h") {
-            if (insertedRAND_kernelHeader) { return true; }
+          if (hipToken.hipName == s_hiprand_kernel_h) {
+            if (insertedRAND_kernelHeader) return true;
             insertedRAND_kernelHeader = true;
             return false;
-          } else if (hipToken.hipName == "hiprand.h") {
-            if (insertedRANDHeader) { return true; }
+          } else if (hipToken.hipName == s_hiprand_h) {
+            if (insertedRANDHeader) return true;
             insertedRANDHeader = true;
             return false;
           }
         case API_DNN:
-          if (insertedDNNHeader) { return true; }
+          if (insertedDNNHeader) return true;
           insertedDNNHeader = true;
           return false;
         case API_FFT:
-          if (insertedFFTHeader) { return true; }
+          if (insertedFFTHeader) return true;
           insertedFFTHeader = true;
           return false;
         case API_COMPLEX:
-          if (insertedComplexHeader) { return true; }
+          if (insertedComplexHeader) return true;
           insertedComplexHeader = true;
           return false;
         case API_SPARSE:
-          if (insertedSPARSEHeader) { return true; }
+          if (insertedSPARSEHeader) return true;
           insertedSPARSEHeader = true;
           return false;
         default:
@@ -240,13 +246,11 @@ bool HipifyAction::Exclude(const hipCounter & hipToken) {
       }
       return false;
     case CONV_INCLUDE:
-      if (hipToken.hipName.empty()) {
-        return true;
-      }
+      if (hipToken.hipName.empty()) return true;
       switch (hipToken.apiType) {
         case API_RAND:
-          if (hipToken.hipName == "hiprand_kernel.h") {
-            if (insertedRAND_kernelHeader) { return true; }
+          if (hipToken.hipName == s_hiprand_kernel_h) {
+            if (insertedRAND_kernelHeader) return true;
             insertedRAND_kernelHeader = true;
           }
           return false;
@@ -267,24 +271,19 @@ void HipifyAction::InclusionDirective(clang::SourceLocation hash_loc,
                                       clang::CharSourceRange filename_range,
                                       const clang::FileEntry*, StringRef,
                                       StringRef, const clang::Module*) {
-  clang::SourceManager& SM = getCompilerInstance().getSourceManager();
-  if (!SM.isWrittenInMainFile(hash_loc)) {
-    return;
-  }
+  auto &SM = getCompilerInstance().getSourceManager();
+  if (!SM.isWrittenInMainFile(hash_loc)) return;
   if (!firstHeader) {
     firstHeader = true;
     firstHeaderLoc = hash_loc;
   }
   const auto found = CUDA_INCLUDE_MAP.find(file_name);
-  if (found == CUDA_INCLUDE_MAP.end()) {
-    return;
-  }
+  if (found == CUDA_INCLUDE_MAP.end()) return;
   bool exclude = Exclude(found->second);
   Statistics::current().incrementCounter(found->second, file_name.str());
-
   clang::SourceLocation sl = filename_range.getBegin();
   if (Statistics::isUnsupported(found->second)) {
-    clang::DiagnosticsEngine& DE = getCompilerInstance().getDiagnostics();
+    clang::DiagnosticsEngine &DE = getCompilerInstance().getDiagnostics();
     DE.Report(sl, DE.getCustomDiagID(clang::DiagnosticsEngine::Warning, "Unsupported CUDA header."));
     return;
   }
@@ -293,11 +292,8 @@ void HipifyAction::InclusionDirective(clang::SourceLocation hash_loc,
   if (!exclude) {
     clang::SmallString<128> includeBuffer;
     llvm::StringRef name = Statistics::isToRoc(found->second) ? found->second.rocName : found->second.hipName;
-    if (is_angled) {
-      newInclude = llvm::Twine("<" + name+ ">").toStringRef(includeBuffer);
-    } else {
-      newInclude = llvm::Twine("\"" + name + "\"").toStringRef(includeBuffer);
-    }
+    if (is_angled) newInclude = llvm::Twine("<" + name+ ">").toStringRef(includeBuffer);
+    else           newInclude = llvm::Twine("\"" + name + "\"").toStringRef(includeBuffer);
   } else {
     // hashLoc is location of the '#', thus replacing the whole include directive by empty newInclude starting with '#'.
     sl = hash_loc;
@@ -309,46 +305,33 @@ void HipifyAction::InclusionDirective(clang::SourceLocation hash_loc,
 }
 
 void HipifyAction::PragmaDirective(clang::SourceLocation Loc, clang::PragmaIntroducerKind Introducer) {
-  if (pragmaOnce) {
-    return;
-  }
-  clang::SourceManager& SM = getCompilerInstance().getSourceManager();
-  if (!SM.isWrittenInMainFile(Loc)) {
-    return;
-  }
-  clang::Preprocessor& PP = getCompilerInstance().getPreprocessor();
+  if (pragmaOnce) return;
+  auto &SM = getCompilerInstance().getSourceManager();
+  if (!SM.isWrittenInMainFile(Loc)) return;
+  clang::Preprocessor &PP = getCompilerInstance().getPreprocessor();
   clang::Token tok;
   PP.Lex(tok);
   StringRef Text(SM.getCharacterData(tok.getLocation()), tok.getLength());
-  if (Text == "once") {
+  if (Text == sOnce) {
     pragmaOnce = true;
     pragmaOnceLoc = tok.getEndLoc();
   }
 }
 
-bool HipifyAction::cudaLaunchKernel(const clang::ast_matchers::MatchFinder::MatchResult& Result) {
-  StringRef refName = "cudaLaunchKernel";
-  const auto* launchKernel = Result.Nodes.getNodeAs<clang::CUDAKernelCallExpr>(refName);
-  if (!launchKernel) {
-    return false;
-  }
-  const clang::Expr* calleeExpr = launchKernel->getCallee();
-  if (!calleeExpr) {
-    return false;
-  }
-  const clang::FunctionDecl *caleeDecl = launchKernel->getDirectCallee();
-  if (!caleeDecl) {
-    return false;
-  }
-  const clang::CallExpr* config = launchKernel->getConfig();
-  if (!config) {
-    return false;
-  }
+bool HipifyAction::cudaLaunchKernel(const mat::MatchFinder::MatchResult &Result) {
+  auto *launchKernel = Result.Nodes.getNodeAs<clang::CUDAKernelCallExpr>(sCudaLaunchKernel);
+  if (!launchKernel) return false;
+  auto *calleeExpr = launchKernel->getCallee();
+  if (!calleeExpr) return false;
+  auto *caleeDecl = launchKernel->getDirectCallee();
+  if (!caleeDecl) return false;
+  auto *config = launchKernel->getConfig();
+  if (!config) return false;
   clang::SmallString<40> XStr;
   llvm::raw_svector_ostream OS(XStr);
   clang::LangOptions DefaultLangOptions;
-  clang::SourceManager* SM = Result.SourceManager;
-  OS << sHipLaunchKernelGGL;
+  auto *SM = Result.SourceManager;
+  OS << sHipLaunchKernelGGL << "(";
   if (caleeDecl->isTemplateInstantiation()) OS << sHIP_KERNEL_NAME << "(";
   OS << readSourceText(*SM, calleeExpr->getSourceRange());
   if (caleeDecl->isTemplateInstantiation()) OS << ")";
@@ -381,29 +364,24 @@ bool HipifyAction::cudaLaunchKernel(const clang::ast_matchers::MatchFinder::Matc
   ct::Replacement Rep(*SM, launchStart, length, OS.str());
   clang::FullSourceLoc fullSL(launchStart, *SM);
   insertReplacement(Rep, fullSL);
-  hipCounter counter = {"hipLaunchKernelGGL", "", ConvTypes::CONV_KERNEL_LAUNCH, ApiTypes::API_RUNTIME};
-  Statistics::current().incrementCounter(counter, refName.str());
+  hipCounter counter = {sHipLaunchKernelGGL, "", ConvTypes::CONV_KERNEL_LAUNCH, ApiTypes::API_RUNTIME};
+  Statistics::current().incrementCounter(counter, sCudaLaunchKernel.str());
   return true;
 }
 
-bool HipifyAction::cudaSharedIncompleteArrayVar(const clang::ast_matchers::MatchFinder::MatchResult& Result) {
-  StringRef refName = "cudaSharedIncompleteArrayVar";
-  auto* sharedVar = Result.Nodes.getNodeAs<clang::VarDecl>(refName);
-  if (!sharedVar) {
-    return false;
-  }
+bool HipifyAction::cudaSharedIncompleteArrayVar(const mat::MatchFinder::MatchResult &Result) {
+  auto *sharedVar = Result.Nodes.getNodeAs<clang::VarDecl>(sCudaSharedIncompleteArrayVar);
+  if (!sharedVar) return false;
   // Example: extern __shared__ uint sRadix1[];
-  if (!sharedVar->hasExternalFormalLinkage()) {
-    return false;
-  }
+  if (!sharedVar->hasExternalFormalLinkage()) return false;
   clang::QualType QT = sharedVar->getType();
   std::string typeName;
   if (QT->isIncompleteArrayType()) {
-    const clang::ArrayType* AT = QT.getTypePtr()->getAsArrayTypeUnsafe();
+    const clang::ArrayType *AT = QT.getTypePtr()->getAsArrayTypeUnsafe();
     QT = AT->getElementType();
     if (QT.getTypePtr()->isBuiltinType()) {
       QT = QT.getCanonicalType();
-      const auto* BT = clang::dyn_cast<clang::BuiltinType>(QT);
+      auto *BT = clang::dyn_cast<clang::BuiltinType>(QT);
       if (BT) {
         clang::LangOptions LO;
         LO.CUDA = true;
@@ -417,7 +395,7 @@ bool HipifyAction::cudaSharedIncompleteArrayVar(const clang::ast_matchers::Match
   if (!typeName.empty()) {
     clang::SourceLocation slStart = sharedVar->getOuterLocStart();
     clang::SourceLocation slEnd = llcompat::getEndLoc(sharedVar->getTypeSourceInfo()->getTypeLoc());
-    clang::SourceManager* SM = Result.SourceManager;
+    auto *SM = Result.SourceManager;
     size_t repLength = SM->getCharacterData(slEnd) - SM->getCharacterData(slStart) + 1;
     std::string varName = sharedVar->getNameAsString();
     std::string repName = sHIP_DYNAMIC_SHARED + "(" + typeName + ", " + varName + ")";
@@ -425,33 +403,57 @@ bool HipifyAction::cudaSharedIncompleteArrayVar(const clang::ast_matchers::Match
     clang::FullSourceLoc fullSL(slStart, *SM);
     insertReplacement(Rep, fullSL);
     hipCounter counter = {sHIP_DYNAMIC_SHARED, "", ConvTypes::CONV_EXTERN_SHARED, ApiTypes::API_RUNTIME};
-    Statistics::current().incrementCounter(counter, refName.str());
+    Statistics::current().incrementCounter(counter, sCudaSharedIncompleteArrayVar.str());
     return true;
   }
   return false;
 }
 
-bool HipifyAction::cudaDeviceFuncCall(const clang::ast_matchers::MatchFinder::MatchResult& Result) {
-  if (const clang::CallExpr *call = Result.Nodes.getNodeAs<clang::CallExpr>("cudaDeviceFuncCall")) {
-    const clang::FunctionDecl *funcDcl = call->getDirectCallee();
-    if (!funcDcl) {
-      return false;
-    }
+bool HipifyAction::cudaDeviceFuncCall(const mat::MatchFinder::MatchResult &Result) {
+  if (const clang::CallExpr *call = Result.Nodes.getNodeAs<clang::CallExpr>(sCudaDeviceFuncCall)) {
+    auto *funcDcl = call->getDirectCallee();
+    if (!funcDcl) return false;
     FindAndReplace(funcDcl->getDeclName().getAsString(), llcompat::getBeginLoc(call), CUDA_DEVICE_FUNC_MAP, false);
     return true;
   }
   return false;
 }
 
-bool HipifyAction::cudaHostFuncCall(const clang::ast_matchers::MatchFinder::MatchResult& Result) {
-  if (const clang::CallExpr * call = Result.Nodes.getNodeAs<clang::CallExpr>("cudaHostFuncCall")) {
-    if (!call->getNumArgs()) {
-      return false;
-    }
-    const clang::FunctionDecl* funcDcl = call->getDirectCallee();
-    if (!funcDcl) {
-      return false;
+bool HipifyAction::cubNamespacePrefix(const mat::MatchFinder::MatchResult &Result) {
+  if (auto *decl = Result.Nodes.getNodeAs<clang::TypedefNameDecl>(sCubNamespacePrefix)) {
+    clang::QualType QT = decl->getUnderlyingType();
+    auto *t = QT.getTypePtr();
+    if (!t) return false;
+    const clang::ElaboratedType *et = t->getAs<clang::ElaboratedType>();
+    if (!et) return false;
+    const clang::NestedNameSpecifier *nns = et->getQualifier();
+    if (!nns) return false;
+    const clang::NamespaceDecl *nsd = nns->getAsNamespace();
+    if (!nsd) return false;
+    const clang::TypeSourceInfo *si = decl->getTypeSourceInfo();
+    const clang::TypeLoc tloc = si->getTypeLoc();
+    const clang::SourceRange sr = tloc.getSourceRange();
+    clang::SourceLocation sl(sr.getBegin());
+    clang::SourceLocation end(sr.getEnd());
+    auto &SM = getCompilerInstance().getSourceManager();
+    size_t length = SM.getCharacterData(end) - SM.getCharacterData(sl);
+    StringRef sfull = StringRef(SM.getCharacterData(sl), length);
+    std::string name = nsd->getDeclName().getAsString();
+    size_t offset = sfull.find(name);
+    if (offset > 0) {
+      sl = sl.getLocWithOffset(offset);
     }
+    FindAndReplace(name, sl, CUDA_CUB_TYPE_NAME_MAP);
+    return true;
+  }
+  return false;
+}
+
+bool HipifyAction::cudaHostFuncCall(const mat::MatchFinder::MatchResult &Result) {
+  if (auto *call = Result.Nodes.getNodeAs<clang::CallExpr>(sCudaHostFuncCall)) {
+    if (!call->getNumArgs()) return false;
+    auto *funcDcl = call->getDirectCallee();
+    if (!funcDcl) return false;
     std::string sName = funcDcl->getDeclName().getAsString();
     unsigned int argNum = 0;
     bool b_reinterpret = (ReinterpretFunctions.find(sName) != ReinterpretFunctions.end()) ? true : false;
@@ -465,7 +467,7 @@ bool HipifyAction::cudaHostFuncCall(const clang::ast_matchers::MatchFinder::Matc
     clang::SmallString<40> XStr;
     llvm::raw_svector_ostream OS(XStr);
     clang::SourceRange sr = call->getArg(argNum)->getSourceRange();
-    clang::SourceManager* SM = Result.SourceManager;
+    auto *SM = Result.SourceManager;
     OS << (b_reinterpret ? s_reinterpret_cast : sHIP_SYMBOL) << "(" << readSourceText(*SM, sr) << ")";
     clang::SourceRange replacementRange = getWriteRange(*SM, { sr.getBegin(), sr.getEnd() });
     clang::SourceLocation s = replacementRange.getBegin();
@@ -480,7 +482,7 @@ bool HipifyAction::cudaHostFuncCall(const clang::ast_matchers::MatchFinder::Matc
   return false;
 }
 
-void HipifyAction::insertReplacement(const ct::Replacement& rep, const clang::FullSourceLoc& fullSL) {
+void HipifyAction::insertReplacement(const ct::Replacement &rep, const clang::FullSourceLoc &fullSL) {
   llcompat::insertReplacement(*replacements, rep);
   if (PrintStats) {
     rep.getLength();
@@ -489,10 +491,10 @@ void HipifyAction::insertReplacement(const ct::Replacement& rep, const clang::Fu
   }
 }
 
-std::unique_ptr<clang::ASTConsumer> HipifyAction::CreateASTConsumer(clang::CompilerInstance& CI, llvm::StringRef) {
-  Finder.reset(new clang::ast_matchers::MatchFinder);
+std::unique_ptr<clang::ASTConsumer> HipifyAction::CreateASTConsumer(clang::CompilerInstance &CI, StringRef) {
+  Finder.reset(new mat::MatchFinder);
   // Replace the <<<...>>> language extension with a hip kernel launch
-  Finder->addMatcher(mat::cudaKernelCallExpr(mat::isExpansionInMainFile()).bind("cudaLaunchKernel"), this);
+  Finder->addMatcher(mat::cudaKernelCallExpr(mat::isExpansionInMainFile()).bind(sCudaLaunchKernel), this);
   Finder->addMatcher(
     mat::varDecl(
       mat::isExpansionInMainFile(),
@@ -500,7 +502,7 @@ std::unique_ptr<clang::ASTConsumer> HipifyAction::CreateASTConsumer(clang::Compi
         mat::hasAttr(clang::attr::CUDAShared),
         mat::hasType(mat::incompleteArrayType())
       )
-    ).bind("cudaSharedIncompleteArrayVar"),
+    ).bind(sCudaSharedIncompleteArrayVar),
     this
   );
   Finder->addMatcher(
@@ -520,7 +522,7 @@ std::unique_ptr<clang::ASTConsumer> HipifyAction::CreateASTConsumer(clang::Compi
           )
         )
       )
-    ).bind("cudaHostFuncCall"),
+    ).bind(sCudaHostFuncCall),
     this
   );
   Finder->addMatcher(
@@ -535,7 +537,22 @@ std::unique_ptr<clang::ASTConsumer> HipifyAction::CreateASTConsumer(clang::Compi
           mat::unless(mat::hasAttr(clang::attr::CUDAHost))
         )
       )
-    ).bind("cudaDeviceFuncCall"),
+    ).bind(sCudaDeviceFuncCall),
+    this
+  );
+  Finder->addMatcher(
+    mat::typedefDecl(
+      mat::isExpansionInMainFile(),
+      mat::hasType(
+        mat::elaboratedType(
+          mat::hasQualifier(
+            mat::specifiesNamespace(
+              mat::hasName(sCub)
+            )
+          )
+        )
+       )
+    ).bind(sCubNamespacePrefix),
     this
   );
   // Ownership is transferred to the caller.
@@ -543,10 +560,8 @@ std::unique_ptr<clang::ASTConsumer> HipifyAction::CreateASTConsumer(clang::Compi
 }
 
 void HipifyAction::Ifndef(clang::SourceLocation Loc, const clang::Token &MacroNameTok, const clang::MacroDefinition &MD) {
-  clang::SourceManager& SM = getCompilerInstance().getSourceManager();
-  if (!SM.isWrittenInMainFile(Loc)) {
-    return;
-  }
+  auto &SM = getCompilerInstance().getSourceManager();
+  if (!SM.isWrittenInMainFile(Loc)) return;
   StringRef Text(SM.getCharacterData(MacroNameTok.getLocation()), MacroNameTok.getLength());
   Ifndefs.insert(std::make_pair(Text.str(), MacroNameTok.getEndLoc()));
 }
@@ -559,12 +574,12 @@ void HipifyAction::EndSourceFileAction() {
     // one copy of the hip include into every file.
     bool placeForIncludeCalculated = false;
     clang::SourceLocation sl, controllingMacroLoc;
-    clang::SourceManager& SM = getCompilerInstance().getSourceManager();
-    clang::Preprocessor& PP = getCompilerInstance().getPreprocessor();
-    clang::HeaderSearch& HS = PP.getHeaderSearchInfo();
-    clang::ExternalPreprocessorSource* EPL = HS.getExternalLookup();
-    const clang::FileEntry* FE = SM.getFileEntryForID(SM.getMainFileID());
-    const clang::IdentifierInfo* controllingMacro = HS.getFileInfo(FE).getControllingMacro(EPL);
+    auto &SM = getCompilerInstance().getSourceManager();
+    clang::Preprocessor &PP = getCompilerInstance().getPreprocessor();
+    clang::HeaderSearch &HS = PP.getHeaderSearchInfo();
+    clang::ExternalPreprocessorSource *EPL = HS.getExternalLookup();
+    const clang::FileEntry *FE = SM.getFileEntryForID(SM.getMainFileID());
+    const clang::IdentifierInfo *controllingMacro = HS.getFileInfo(FE).getControllingMacro(EPL);
     if (controllingMacro) {
       auto found = Ifndefs.find(controllingMacro->getName().str());
       if (found != Ifndefs.end()) {
@@ -573,19 +588,13 @@ void HipifyAction::EndSourceFileAction() {
       }
     }
     if (pragmaOnce) {
-      if (placeForIncludeCalculated) {
-        sl = pragmaOnceLoc < controllingMacroLoc ? pragmaOnceLoc : controllingMacroLoc;
-      } else {
-        sl = pragmaOnceLoc;
-      }
+      if (placeForIncludeCalculated) sl = pragmaOnceLoc < controllingMacroLoc ? pragmaOnceLoc : controllingMacroLoc;
+      else                           sl = pragmaOnceLoc;
       placeForIncludeCalculated = true;
     }
     if (!placeForIncludeCalculated) {
-      if (firstHeader) {
-        sl = firstHeaderLoc;
-      } else {
-        sl = SM.getLocForStartOfFile(SM.getMainFileID());
-      }
+      if (firstHeader)               sl = firstHeaderLoc;
+      else                           sl = SM.getLocForStartOfFile(SM.getMainFileID());
     }
     clang::FullSourceLoc fullSL(sl, SM);
     ct::Replacement Rep(SM, sl, 0, "\n#include <hip/hip_runtime.h>\n");
@@ -600,15 +609,15 @@ namespace {
   * A silly little class to proxy PPCallbacks back to the HipifyAction class.
   */
 class PPCallbackProxy : public clang::PPCallbacks {
-  HipifyAction& hipifyAction;
+  HipifyAction &hipifyAction;
 
 public:
-  explicit PPCallbackProxy(HipifyAction& action): hipifyAction(action) {}
+  explicit PPCallbackProxy(HipifyAction &action): hipifyAction(action) {}
 
-  void InclusionDirective(clang::SourceLocation hash_loc, const clang::Token& include_token,
+  void InclusionDirective(clang::SourceLocation hash_loc, const clang::Token &include_token,
                           StringRef file_name, bool is_angled, clang::CharSourceRange filename_range,
-                          const clang::FileEntry* file, StringRef search_path, StringRef relative_path,
-                          const clang::Module* imported
+                          const clang::FileEntry *file, StringRef search_path, StringRef relative_path,
+                          const clang::Module *imported
 #if LLVM_VERSION_MAJOR > 6
                         , clang::SrcMgr::CharacteristicKind FileType
 #endif
@@ -632,10 +641,10 @@ bool HipifyAction::BeginInvocation(clang::CompilerInstance &CI) {
 }
 
 void HipifyAction::ExecuteAction() {
-  clang::Preprocessor& PP = getCompilerInstance().getPreprocessor();
-  clang::SourceManager& SM = getCompilerInstance().getSourceManager();
+  clang::Preprocessor &PP = getCompilerInstance().getPreprocessor();
+  auto &SM = getCompilerInstance().getSourceManager();
   // Start lexing the specified input file.
-  const llvm::MemoryBuffer* FromFile = SM.getBuffer(SM.getMainFileID());
+  const llvm::MemoryBuffer *FromFile = SM.getBuffer(SM.getMainFileID());
   clang::Lexer RawLex(SM.getMainFileID(), FromFile, SM, PP.getLangOpts());
   RawLex.SetKeepWhitespaceMode(true);
   // Perform a token-level rewrite of CUDA identifiers to hip ones. The raw-mode lexer gives us enough
@@ -653,9 +662,10 @@ void HipifyAction::ExecuteAction() {
   clang::ASTFrontendAction::ExecuteAction();
 }
 
-void HipifyAction::run(const clang::ast_matchers::MatchFinder::MatchResult& Result) {
+void HipifyAction::run(const mat::MatchFinder::MatchResult &Result) {
   if (cudaLaunchKernel(Result)) return;
   if (cudaSharedIncompleteArrayVar(Result)) return;
   if (cudaHostFuncCall(Result)) return;
   if (cudaDeviceFuncCall(Result)) return;
+  if (cubNamespacePrefix(Result)) return;
 }

projects/hip/hipify-clang/src/HipifyAction.h

@@ -31,17 +31,18 @@ THE SOFTWARE.
 #include "Statistics.h"
 
 namespace ct = clang::tooling;
+namespace mat = clang::ast_matchers;
 using namespace llvm;
 
 /**
   * A FrontendAction that hipifies CUDA programs.
   */
 class HipifyAction : public clang::ASTFrontendAction,
-                     public clang::ast_matchers::MatchFinder::MatchCallback {
+                     public mat::MatchFinder::MatchCallback {
 private:
-  ct::Replacements* replacements;
+  ct::Replacements *replacements;
   std::map<std::string, clang::SourceLocation> Ifndefs;
-  std::unique_ptr<clang::ast_matchers::MatchFinder> Finder;
+  std::unique_ptr<mat::MatchFinder> Finder;
   // CUDA implicitly adds its runtime header. We rewrite explicitly-provided CUDA includes with equivalent
   // ones, and track - using this flag - if the result led to us including the hip runtime header. If it did
   // not, we insert it at the top of the file when we finish processing it.
@@ -67,11 +68,11 @@ public:
   explicit HipifyAction(ct::Replacements *replacements): clang::ASTFrontendAction(),
     replacements(replacements) {}
   // MatchCallback listeners
-  bool cudaBuiltin(const clang::ast_matchers::MatchFinder::MatchResult& Result);
-  bool cudaLaunchKernel(const clang::ast_matchers::MatchFinder::MatchResult& Result);
-  bool cudaSharedIncompleteArrayVar(const clang::ast_matchers::MatchFinder::MatchResult& Result);
-  bool cudaDeviceFuncCall(const clang::ast_matchers::MatchFinder::MatchResult& Result);
-  bool cudaHostFuncCall(const clang::ast_matchers::MatchFinder::MatchResult& Result);
+  bool cudaLaunchKernel(const mat::MatchFinder::MatchResult &Result);
+  bool cudaSharedIncompleteArrayVar(const mat::MatchFinder::MatchResult &Result);
+  bool cudaDeviceFuncCall(const mat::MatchFinder::MatchResult &Result);
+  bool cudaHostFuncCall(const mat::MatchFinder::MatchResult &Result);
+  bool cubNamespacePrefix(const mat::MatchFinder::MatchResult &Result);
   // Called by the preprocessor for each include directive during the non-raw lexing pass.
   void InclusionDirective(clang::SourceLocation hash_loc,
                           const clang::Token &include_token,
@@ -90,7 +91,7 @@ public:
 
 protected:
   // Add a Replacement for the current file. These will all be applied after executing the FrontendAction.
-  void insertReplacement(const ct::Replacement& rep, const clang::FullSourceLoc& fullSL);
+  void insertReplacement(const ct::Replacement &rep, const clang::FullSourceLoc &fullSL);
   // FrontendAction entry point.
   void ExecuteAction() override;
   // Callback before starting processing a single input; used by hipify-clang for setting Preprocessor options.
@@ -98,8 +99,8 @@ protected:
   // Called at the start of each new file to process.
   void EndSourceFileAction() override;
   // MatchCallback API entry point. Called by the AST visitor while searching the AST for things we registered an interest for.
-  void run(const clang::ast_matchers::MatchFinder::MatchResult& Result) override;
-  std::unique_ptr<clang::ASTConsumer> CreateASTConsumer(clang::CompilerInstance &CI, llvm::StringRef InFile) override;
-  bool Exclude(const hipCounter & hipToken);
-  void FindAndReplace(llvm::StringRef name, clang::SourceLocation sl, const std::map<llvm::StringRef, hipCounter>& repMap, bool bReplace = true);
+  void run(const mat::MatchFinder::MatchResult &Result) override;
+  std::unique_ptr<clang::ASTConsumer> CreateASTConsumer(clang::CompilerInstance &CI, StringRef InFile) override;
+  bool Exclude(const hipCounter &hipToken);
+  void FindAndReplace(StringRef name, clang::SourceLocation sl, const std::map<StringRef, hipCounter> &repMap, bool bReplace = true);
 };

projects/hip/hipify-clang/src/Statistics.cpp

@@ -129,6 +129,7 @@ const char *apiTypes[NUM_API_TYPES] = {
   "API_RAND",
   "API_DNN",
   "API_FFT",
+  "API_CUB",
   "API_SPARSE",
   "API_CAFFE2"
 };

projects/hip/hipify-clang/src/Statistics.h

@@ -134,6 +134,7 @@ enum ApiTypes {
   API_DNN,
   API_FFT,
   API_SPARSE,
+  API_CUB,
   API_CAFFE2,
   API_LAST
 };

projects/hip/include/hip/hcc_detail/library_types.h

@@ -32,11 +32,10 @@ typedef enum hipDataType {
   HIP_C_64F = 5
 } hipDataType;
 
-typedef enum libraryPropertyType {
-  MAJOR_VERSION,
-  MINOR_VERSION,
-  PATCH_LEVEL
-} libraryPropertyType;
+typedef enum hipLibraryPropertyType {
+  HIP_LIBRARY_MAJOR_VERSION,
+  HIP_LIBRARY_MINOR_VERSION,
+  HIP_LIBRARY_PATCH_LEVEL
+} hipLibraryPropertyType;
 
 #endif
-

projects/hip/include/hip/nvcc_detail/hip_runtime_api.h

@@ -59,6 +59,12 @@ typedef enum hipMemcpyKind {
 #define HIP_C_32F CUDA_C_32F
 #define HIP_C_64F CUDA_C_64F
 
+// hipLibraryPropertyType
+#define hipLibraryPropertyType libraryPropertyType
+#define HIP_LIBRARY_MAJOR_VERSION MAJOR_VERSION
+#define HIP_LIBRARY_MINOR_VERSION MINOR_VERSION
+#define HIP_LIBRARY_PATCH_LEVEL PATCH_LEVEL
+
 // hipTextureAddressMode
 #define hipTextureAddressMode cudaTextureAddressMode
 #define hipAddressModeWrap cudaAddressModeWrap

projects/hip/tests/hipify-clang/lit.cfg

@@ -12,18 +12,31 @@ import lit.util
 site_cfg = lit_config.params.get('site_config', None)
 lit_config.load_config(config, site_cfg)
 
-print(str("========================================"))
+config.excludes = ['cmdparser.hpp']
+config.excludes.append('spatial_batch_norm_op.h')
+config.excludes.append('common_cudnn.h')
+
+delimiter = "===============================================================";
+print(delimiter)
 print("CUDA " + config.cuda_version + " - will be used for testing")
 print("LLVM " + config.llvm_version + " - will be used for testing")
 print(platform.machine() + " - Platform architecture")
 print(platform.system() + " " + platform.release() + " - Platform OS")
 print(str(config.pointer_size * 8) + " - hipify-clang binary bitness")
 print(str(struct.calcsize("P") * 8) + " - python " + str(platform.python_version()) + " binary bitness")
-print(str("========================================"))
-
-config.excludes = ['cmdparser.hpp']
-config.excludes.append('spatial_batch_norm_op.h')
-config.excludes.append('common_cudnn.h')
+print(delimiter)
+warns = None
+if not config.cuda_dnn_root:
+    config.excludes.append('cudnn_convolution_forward.cu')
+    config.excludes.append('cudnn_softmax.cu')
+    print("WARN: cuDNN tests are excluded due to unset CUDA_DNN_ROOT_DIR")
+    warns = True
+if not config.cuda_cub_root:
+    config.excludes.append('cub_01.cu')
+    print("WARN: CUB tests are excluded due to unset CUDA_CUB_ROOT_DIR")
+    warns = True
+if warns:
+    print(delimiter)
 
 if config.cuda_version_major == 7 and config.cuda_version_minor == 0:
     config.excludes.append('headers_test_09.cu')
@@ -84,17 +97,32 @@ clang_arguments = "-v"
 if sys.platform in ['win32']:
     run_test_ext = ".bat"
     hipify_path += "/" + config.build_type
+    # CUDA SDK ROOT
     clang_arguments += " -isystem'%s'/common/inc"
 else:
     run_test_ext = ".sh"
+    # CUDA SDK ROOT
     clang_arguments += " -isystem'%s'/samples/common/inc"
-clang_arguments += " -I'%s'/include"
 if config.pointer_size == 8:
     clang_arguments += " -D__LP64__"
 
-hipify_arguments = "--cuda-path='%s'"
+# cuDNN ROOT
+if config.cuda_dnn_root:
+    clang_arguments += " -I'%s'/include"
+# CUB ROOT
+if config.cuda_cub_root:
+    clang_arguments += " -I'%s'"
 
-config.substitutions.append(("%clang_args", clang_arguments % (config.cuda_sdk_root, config.cuda_dnn_root)))
-config.substitutions.append(("%hipify_args", hipify_arguments % (config.cuda_root)))
+if config.cuda_dnn_root and config.cuda_cub_root:
+    config.substitutions.append(("%clang_args", clang_arguments % (config.cuda_sdk_root, config.cuda_dnn_root, config.cuda_cub_root)))
+elif config.cuda_dnn_root:
+    config.substitutions.append(("%clang_args", clang_arguments % (config.cuda_sdk_root, config.cuda_dnn_root)))
+elif config.cuda_cub_root:
+    config.substitutions.append(("%clang_args", clang_arguments % (config.cuda_sdk_root, config.cuda_cub_root)))
+else:
+    config.substitutions.append(("%clang_args", clang_arguments % config.cuda_sdk_root))
+
+hipify_arguments = "--cuda-path='%s'"
+config.substitutions.append(("%hipify_args", hipify_arguments % config.cuda_root))
 config.substitutions.append(("hipify", '"' + hipify_path + "/hipify-clang" + '"'))
 config.substitutions.append(("%run_test", '"' + config.test_source_root + "/run_test" + run_test_ext + '"'))

projects/hip/tests/hipify-clang/lit.site.cfg.in

@@ -8,6 +8,7 @@ config.llvm_tools_dir = "@LLVM_TOOLS_BINARY_DIR@"
 config.obj_root = "@CMAKE_CURRENT_BINARY_DIR@"
 config.cuda_root = "@CUDA_TOOLKIT_ROOT_DIR@"
 config.cuda_dnn_root = "@CUDA_DNN_ROOT_DIR@"
+config.cuda_cub_root = "@CUDA_CUB_ROOT_DIR@"
 config.cuda_version_major = int("@CUDA_VERSION_MAJOR@")
 config.cuda_version_minor = int("@CUDA_VERSION_MINOR@")
 config.cuda_version = "@CUDA_VERSION@"

projects/hip/tests/hipify-clang/unit_tests/libraries/CUB/cub_01.cu

@@ -0,0 +1,60 @@
+// RUN: %run_test hipify "%s" "%t" %hipify_args %clang_args
+// CHECK: #include <hip/hip_runtime.h>
+#include <iostream>
+// CHECK: #include <hiprand.h>
+#include <curand.h>
+// CHECK: #include <hipcub/hipcub.hpp>
+#include <cub/cub.cuh>
+
+#include <iostream>
+
+// TODO:
+// using namespace cub;
+
+template <typename T>
+__global__ void sort(const T* data_in, T* data_out){
+     // CHECK: typedef ::hipcub::BlockRadixSort<T, 1024, 4> BlockRadixSortT;
+     typedef ::cub::BlockRadixSort<T, 1024, 4> BlockRadixSortT;
+    __shared__ typename BlockRadixSortT::TempStorage tmp_sort;
+    double items[4];
+    int i0 = 4 * (blockIdx.x * blockDim.x + threadIdx.x);
+    for (int i = 0; i < 4; ++i){
+        items[i] = data_in[i0 + i];
+    }
+    BlockRadixSortT(tmp_sort).Sort(items);
+    for (int i = 0; i < 4; ++i){
+        data_out[i0 + i] = items[i];
+    }
+}
+
+int main(){
+    double* d_gpu = NULL;
+    double* result_gpu = NULL;
+    double* data_sorted = new double[4096];
+    // Allocate memory on the GPU
+    // CHECK: hipMalloc(&d_gpu, 4096 * sizeof(double));
+    cudaMalloc(&d_gpu, 4096 * sizeof(double));
+    // CHECK: hipMalloc(&result_gpu, 4096 * sizeof(double));
+    cudaMalloc(&result_gpu, 4096 * sizeof(double));
+    // CHECK: hiprandGenerator_t gen;
+    curandGenerator_t gen;
+    // Create generator
+    // CHECK: hiprandCreateGenerator(&gen, HIPRAND_RNG_PSEUDO_DEFAULT);
+    curandCreateGenerator(&gen, CURAND_RNG_PSEUDO_DEFAULT);
+    // Fill array with random numbers
+    // CHECK: hiprandGenerateNormalDouble(gen, d_gpu, 4096, 0.0, 1.0);
+    curandGenerateNormalDouble(gen, d_gpu, 4096, 0.0, 1.0);
+    // Destroy generator
+    // CHECK: hiprandDestroyGenerator(gen);
+    curandDestroyGenerator(gen);
+    // Sort data
+    // CHECK: hipLaunchKernelGGL(HIP_KERNEL_NAME(sort), dim3(1), dim3(1024), 0, 0, d_gpu, result_gpu);
+    sort<<<1, 1024>>>(d_gpu, result_gpu);
+    // CHECK: hipMemcpy(data_sorted, result_gpu, 4096 * sizeof(double), hipMemcpyDeviceToHost);
+    cudaMemcpy(data_sorted, result_gpu, 4096 * sizeof(double), cudaMemcpyDeviceToHost);
+    // Write the sorted data to standard out
+    for (int i = 0; i < 4096; ++i){
+        std::cout << data_sorted[i] << ", ";
+    }
+    std::cout << std::endl;
+}