add and update samples for CUDA 11.6

2026-10-23 21:28:17 +08:00 · 2022-01-13 11:35:24 +05:30
parent 11de19f00c
commit 2e41896e1b
4615 changed files with 178150 additions and 181350 deletions
--- a/Samples/0_Introduction/c++11_cuda/.vscode/c_cpp_properties.json
+++ b/Samples/0_Introduction/c++11_cuda/.vscode/c_cpp_properties.json
@@ -0,0 +1,18 @@
+{
+    "configurations": [
+        {
+            "name": "Linux",
+            "includePath": [
+                "${workspaceFolder}/**",
+                "${workspaceFolder}/../../../Common"
+            ],
+            "defines": [],
+            "compilerPath": "/usr/local/cuda/bin/nvcc",
+            "cStandard": "gnu17",
+            "cppStandard": "gnu++14",
+            "intelliSenseMode": "linux-gcc-x64",
+            "configurationProvider": "ms-vscode.makefile-tools"
+        }
+    ],
+    "version": 4
+}
--- a/Samples/0_Introduction/c++11_cuda/.vscode/extensions.json
+++ b/Samples/0_Introduction/c++11_cuda/.vscode/extensions.json
@@ -0,0 +1,7 @@
+{
+    "recommendations": [
+        "nvidia.nsight-vscode-edition",
+        "ms-vscode.cpptools",
+        "ms-vscode.makefile-tools"
+    ]
+}
--- a/Samples/0_Introduction/c++11_cuda/.vscode/launch.json
+++ b/Samples/0_Introduction/c++11_cuda/.vscode/launch.json
@@ -0,0 +1,10 @@
+{
+    "configurations": [
+        {
+            "name": "CUDA C++: Launch",
+            "type": "cuda-gdb",
+            "request": "launch",
+            "program": "${workspaceFolder}/c++11_cuda"
+        }
+    ]
+}
--- a/Samples/0_Introduction/c++11_cuda/.vscode/tasks.json
+++ b/Samples/0_Introduction/c++11_cuda/.vscode/tasks.json
@@ -0,0 +1,15 @@
+{
+    "version": "2.0.0",
+    "tasks": [
+        {
+            "label": "sample",
+            "type": "shell",
+            "command": "make dbg=1",
+            "problemMatcher": ["$nvcc"],
+            "group": {
+                "kind": "build",
+                "isDefault": true
+            }
+        }
+    ]
+}
--- a/Samples/0_Introduction/c++11_cuda/Makefile
+++ b/Samples/0_Introduction/c++11_cuda/Makefile
@@ -0,0 +1,372 @@
+################################################################################
+# Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions
+# are met:
+#  * Redistributions of source code must retain the above copyright
+#    notice, this list of conditions and the following disclaimer.
+#  * Redistributions in binary form must reproduce the above copyright
+#    notice, this list of conditions and the following disclaimer in the
+#    documentation and/or other materials provided with the distribution.
+#  * Neither the name of NVIDIA CORPORATION nor the names of its
+#    contributors may be used to endorse or promote products derived
+#    from this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
+# EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+# PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR
+# CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+# EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+# PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+# PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+# OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#
+################################################################################
+#
+# Makefile project only supported on Mac OS X and Linux Platforms)
+#
+################################################################################
+
+# Location of the CUDA Toolkit
+CUDA_PATH ?= /usr/local/cuda
+
+##############################
+# start deprecated interface #
+##############################
+ifeq ($(x86_64),1)
+    $(info WARNING - x86_64 variable has been deprecated)
+    $(info WARNING - please use TARGET_ARCH=x86_64 instead)
+    TARGET_ARCH ?= x86_64
+endif
+ifeq ($(ARMv7),1)
+    $(info WARNING - ARMv7 variable has been deprecated)
+    $(info WARNING - please use TARGET_ARCH=armv7l instead)
+    TARGET_ARCH ?= armv7l
+endif
+ifeq ($(aarch64),1)
+    $(info WARNING - aarch64 variable has been deprecated)
+    $(info WARNING - please use TARGET_ARCH=aarch64 instead)
+    TARGET_ARCH ?= aarch64
+endif
+ifeq ($(ppc64le),1)
+    $(info WARNING - ppc64le variable has been deprecated)
+    $(info WARNING - please use TARGET_ARCH=ppc64le instead)
+    TARGET_ARCH ?= ppc64le
+endif
+ifneq ($(GCC),)
+    $(info WARNING - GCC variable has been deprecated)
+    $(info WARNING - please use HOST_COMPILER=$(GCC) instead)
+    HOST_COMPILER ?= $(GCC)
+endif
+ifneq ($(abi),)
+    $(error ERROR - abi variable has been removed)
+endif
+############################
+# end deprecated interface #
+############################
+
+# architecture
+HOST_ARCH   := $(shell uname -m)
+TARGET_ARCH ?= $(HOST_ARCH)
+ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le armv7l))
+    ifneq ($(TARGET_ARCH),$(HOST_ARCH))
+        ifneq (,$(filter $(TARGET_ARCH),x86_64 aarch64 sbsa ppc64le))
+            TARGET_SIZE := 64
+        else ifneq (,$(filter $(TARGET_ARCH),armv7l))
+            TARGET_SIZE := 32
+        endif
+    else
+        TARGET_SIZE := $(shell getconf LONG_BIT)
+    endif
+else
+    $(error ERROR - unsupported value $(TARGET_ARCH) for TARGET_ARCH!)
+endif
+
+# sbsa and aarch64 systems look similar. Need to differentiate them at host level for now.
+ifeq ($(HOST_ARCH),aarch64)
+    ifeq ($(CUDA_PATH)/targets/sbsa-linux,$(shell ls -1d $(CUDA_PATH)/targets/sbsa-linux 2>/dev/null))
+        HOST_ARCH := sbsa
+        TARGET_ARCH := sbsa
+    endif
+endif
+
+ifneq ($(TARGET_ARCH),$(HOST_ARCH))
+    ifeq (,$(filter $(HOST_ARCH)-$(TARGET_ARCH),aarch64-armv7l x86_64-armv7l x86_64-aarch64 x86_64-sbsa x86_64-ppc64le))
+        $(error ERROR - cross compiling from $(HOST_ARCH) to $(TARGET_ARCH) is not supported!)
+    endif
+endif
+
+# When on native aarch64 system with userspace of 32-bit, change TARGET_ARCH to armv7l
+ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_SIZE),aarch64-aarch64-32)
+    TARGET_ARCH = armv7l
+endif
+
+# operating system
+HOST_OS   := $(shell uname -s 2>/dev/null | tr "[:upper:]" "[:lower:]")
+TARGET_OS ?= $(HOST_OS)
+ifeq (,$(filter $(TARGET_OS),linux darwin qnx android))
+    $(error ERROR - unsupported value $(TARGET_OS) for TARGET_OS!)
+endif
+
+# host compiler
+ifeq ($(TARGET_OS),darwin)
+    ifeq ($(shell expr `xcodebuild -version | grep -i xcode | awk '{print $$2}' | cut -d'.' -f1` \>= 5),1)
+        HOST_COMPILER ?= clang++
+    endif
+else ifneq ($(TARGET_ARCH),$(HOST_ARCH))
+    ifeq ($(HOST_ARCH)-$(TARGET_ARCH),x86_64-armv7l)
+        ifeq ($(TARGET_OS),linux)
+            HOST_COMPILER ?= arm-linux-gnueabihf-g++
+        else ifeq ($(TARGET_OS),qnx)
+            ifeq ($(QNX_HOST),)
+                $(error ERROR - QNX_HOST must be passed to the QNX host toolchain)
+            endif
+            ifeq ($(QNX_TARGET),)
+                $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain)
+            endif
+            export QNX_HOST
+            export QNX_TARGET
+            HOST_COMPILER ?= $(QNX_HOST)/usr/bin/arm-unknown-nto-qnx6.6.0eabi-g++
+        else ifeq ($(TARGET_OS),android)
+            HOST_COMPILER ?= arm-linux-androideabi-g++
+        endif
+    else ifeq ($(TARGET_ARCH),aarch64)
+        ifeq ($(TARGET_OS), linux)
+            HOST_COMPILER ?= aarch64-linux-gnu-g++
+        else ifeq ($(TARGET_OS),qnx)
+            ifeq ($(QNX_HOST),)
+                $(error ERROR - QNX_HOST must be passed to the QNX host toolchain)
+            endif
+            ifeq ($(QNX_TARGET),)
+                $(error ERROR - QNX_TARGET must be passed to the QNX target toolchain)
+            endif
+            export QNX_HOST
+            export QNX_TARGET
+            HOST_COMPILER ?= $(QNX_HOST)/usr/bin/q++
+        else ifeq ($(TARGET_OS), android)
+            HOST_COMPILER ?= aarch64-linux-android-clang++
+        endif
+    else ifeq ($(TARGET_ARCH),sbsa)
+        HOST_COMPILER ?= aarch64-linux-gnu-g++
+    else ifeq ($(TARGET_ARCH),ppc64le)
+        HOST_COMPILER ?= powerpc64le-linux-gnu-g++
+    endif
+endif
+HOST_COMPILER ?= g++
+NVCC          := $(CUDA_PATH)/bin/nvcc -ccbin $(HOST_COMPILER)
+
+# internal flags
+NVCCFLAGS   := -m${TARGET_SIZE}
+CCFLAGS     :=
+LDFLAGS     :=
+
+# build flags
+ifeq ($(TARGET_OS),darwin)
+    LDFLAGS += -rpath $(CUDA_PATH)/lib
+    CCFLAGS += -arch $(HOST_ARCH)
+else ifeq ($(HOST_ARCH)-$(TARGET_ARCH)-$(TARGET_OS),x86_64-armv7l-linux)
+    LDFLAGS += --dynamic-linker=/lib/ld-linux-armhf.so.3
+    CCFLAGS += -mfloat-abi=hard
+else ifeq ($(TARGET_OS),android)
+    LDFLAGS += -pie
+    CCFLAGS += -fpie -fpic -fexceptions
+endif
+
+ifneq ($(TARGET_ARCH),$(HOST_ARCH))
+    ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux)
+        ifneq ($(TARGET_FS),)
+            GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6)
+            ifeq ($(GCCVERSIONLTEQ46),1)
+                CCFLAGS += --sysroot=$(TARGET_FS)
+            endif
+            LDFLAGS += --sysroot=$(TARGET_FS)
+            LDFLAGS += -rpath-link=$(TARGET_FS)/lib
+            LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib
+            LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/arm-linux-gnueabihf
+        endif
+    endif
+    ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux)
+        ifneq ($(TARGET_FS),)
+            GCCVERSIONLTEQ46 := $(shell expr `$(HOST_COMPILER) -dumpversion` \<= 4.6)
+            ifeq ($(GCCVERSIONLTEQ46),1)
+                CCFLAGS += --sysroot=$(TARGET_FS)
+            endif
+            LDFLAGS += --sysroot=$(TARGET_FS)
+            LDFLAGS += -rpath-link=$(TARGET_FS)/lib -L$(TARGET_FS)/lib
+            LDFLAGS += -rpath-link=$(TARGET_FS)/lib/aarch64-linux-gnu -L$(TARGET_FS)/lib/aarch64-linux-gnu
+            LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib -L$(TARGET_FS)/usr/lib
+            LDFLAGS += -rpath-link=$(TARGET_FS)/usr/lib/aarch64-linux-gnu -L$(TARGET_FS)/usr/lib/aarch64-linux-gnu
+            LDFLAGS += --unresolved-symbols=ignore-in-shared-libs
+            CCFLAGS += -isystem=$(TARGET_FS)/usr/include -I$(TARGET_FS)/usr/include -I$(TARGET_FS)/usr/include/libdrm
+            CCFLAGS += -isystem=$(TARGET_FS)/usr/include/aarch64-linux-gnu -I$(TARGET_FS)/usr/include/aarch64-linux-gnu
+        endif
+    endif
+    ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx)
+        NVCCFLAGS += -D_QNX_SOURCE
+        NVCCFLAGS += --qpp-config 8.3.0,gcc_ntoaarch64le
+        CCFLAGS += -DWIN_INTERFACE_CUSTOM -I/usr/include/aarch64-qnx-gnu
+        LDFLAGS += -lsocket
+        LDFLAGS += -L/usr/lib/aarch64-qnx-gnu
+        CCFLAGS += "-Wl\,-rpath-link\,/usr/lib/aarch64-qnx-gnu"
+        ifdef TARGET_OVERRIDE
+            LDFLAGS += -lslog2
+        endif
+
+        ifneq ($(TARGET_FS),)
+            LDFLAGS += -L$(TARGET_FS)/usr/lib
+            CCFLAGS += "-Wl\,-rpath-link\,$(TARGET_FS)/usr/lib"
+            LDFLAGS += -L$(TARGET_FS)/usr/libnvidia
+            CCFLAGS += "-Wl\,-rpath-link\,$(TARGET_FS)/usr/libnvidia"
+            CCFLAGS += -I$(TARGET_FS)/../include
+        endif
+    endif
+endif
+
+ifdef TARGET_OVERRIDE # cuda toolkit targets override
+    NVCCFLAGS += -target-dir $(TARGET_OVERRIDE)
+endif
+
+# Install directory of different arch
+CUDA_INSTALL_TARGET_DIR :=
+ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-linux)
+    CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-gnueabihf/
+else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-linux)
+    CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux/
+else ifeq ($(TARGET_ARCH)-$(TARGET_OS),sbsa-linux)
+    CUDA_INSTALL_TARGET_DIR = targets/sbsa-linux/
+else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-android)
+    CUDA_INSTALL_TARGET_DIR = targets/armv7-linux-androideabi/
+else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-android)
+    CUDA_INSTALL_TARGET_DIR = targets/aarch64-linux-androideabi/
+else ifeq ($(TARGET_ARCH)-$(TARGET_OS),armv7l-qnx)
+    CUDA_INSTALL_TARGET_DIR = targets/ARMv7-linux-QNX/
+else ifeq ($(TARGET_ARCH)-$(TARGET_OS),aarch64-qnx)
+    CUDA_INSTALL_TARGET_DIR = targets/aarch64-qnx/
+else ifeq ($(TARGET_ARCH),ppc64le)
+    CUDA_INSTALL_TARGET_DIR = targets/ppc64le-linux/
+endif
+
+# Debug build flags
+ifeq ($(dbg),1)
+      NVCCFLAGS += -g -G
+      BUILD_TYPE := debug
+else
+      BUILD_TYPE := release
+endif
+
+ALL_CCFLAGS :=
+ALL_CCFLAGS += $(NVCCFLAGS)
+ALL_CCFLAGS += $(EXTRA_NVCCFLAGS)
+ALL_CCFLAGS += $(addprefix -Xcompiler ,$(CCFLAGS))
+ALL_CCFLAGS += $(addprefix -Xcompiler ,$(EXTRA_CCFLAGS))
+
+SAMPLE_ENABLED := 1
+
+# This sample is not supported on QNX
+ifeq ($(TARGET_OS),qnx)
+  $(info >>> WARNING - c++11_cuda is not supported on QNX - waiving sample <<<)
+  SAMPLE_ENABLED := 0
+endif
+
+ALL_LDFLAGS :=
+ALL_LDFLAGS += $(ALL_CCFLAGS)
+ALL_LDFLAGS += $(addprefix -Xlinker ,$(LDFLAGS))
+ALL_LDFLAGS += $(addprefix -Xlinker ,$(EXTRA_LDFLAGS))
+
+# Common includes and paths for CUDA
+INCLUDES  := -I../../../Common
+LIBRARIES :=
+
+################################################################################
+
+#Detect if installed version of GCC supports required C++11
+ifeq ($(TARGET_OS),linux)
+    empty :=
+    space := $(empty) $(empty)
+    GCCVERSIONSTRING := $(shell expr `$(HOST_COMPILER) -dumpversion`)
+#Create version number without "."
+    GCCVERSION := $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f1 -d.)
+    GCCVERSION += $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f2 -d.)
+    GCCVERSION += $(shell expr `echo $(GCCVERSIONSTRING)` | cut -f3 -d.)
+# Make sure the version number has at least 3 decimals
+    GCCVERSION += 00
+# Remove spaces from the version number
+    GCCVERSION := $(subst $(space),$(empty),$(GCCVERSION))
+#$(warning $(GCCVERSION))
+
+    IS_MIN_VERSION := $(shell expr `echo $(GCCVERSION)` \>= 47000)
+
+    ifeq ($(IS_MIN_VERSION), 1)
+        $(info >>> GCC Version is greater or equal to 4.7.0 <<<)
+    else
+        $(info >>> Waiving build. Minimum GCC version required is 4.7.0<<<)
+        SAMPLE_ENABLED := 0
+    endif
+endif
+
+# Gencode arguments
+ifeq ($(TARGET_ARCH),$(filter $(TARGET_ARCH),armv7l aarch64 sbsa))
+SMS ?= 53 61 70 72 75 80 86 87
+else
+SMS ?= 35 37 50 52 60 61 70 75 80 86
+endif
+
+ifeq ($(SMS),)
+$(info >>> WARNING - no SM architectures have been specified - waiving sample <<<)
+SAMPLE_ENABLED := 0
+endif
+
+ifeq ($(GENCODE_FLAGS),)
+# Generate SASS code for each SM architecture listed in $(SMS)
+$(foreach sm,$(SMS),$(eval GENCODE_FLAGS += -gencode arch=compute_$(sm),code=sm_$(sm)))
+
+# Generate PTX code from the highest SM architecture in $(SMS) to guarantee forward-compatibility
+HIGHEST_SM := $(lastword $(sort $(SMS)))
+ifneq ($(HIGHEST_SM),)
+GENCODE_FLAGS += -gencode arch=compute_$(HIGHEST_SM),code=compute_$(HIGHEST_SM)
+endif
+endif
+
+ALL_CCFLAGS += --std=c++11 --threads 0
+
+ifeq ($(SAMPLE_ENABLED),0)
+EXEC ?= @echo "[@]"
+endif
+
+################################################################################
+
+# Target rules
+all: build
+
+build: c++11_cuda
+
+check.deps:
+ifeq ($(SAMPLE_ENABLED),0)
+	@echo "Sample will be waived due to the above missing dependencies"
+else
+	@echo "Sample is ready - all dependencies have been met"
+endif
+
+c++11_cuda.o:c++11_cuda.cu
+	$(EXEC) $(NVCC) $(INCLUDES) $(ALL_CCFLAGS) $(GENCODE_FLAGS) -o $@ -c $<
+
+c++11_cuda: c++11_cuda.o
+	$(EXEC) $(NVCC) $(ALL_LDFLAGS) $(GENCODE_FLAGS) -o $@ $+ $(LIBRARIES)
+	$(EXEC) mkdir -p ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)
+	$(EXEC) cp $@ ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)
+
+run: build
+	$(EXEC) ./c++11_cuda
+
+testrun: build
+	$(EXEC) ./c++11_cuda --dummy-test-param
+
+clean:
+	rm -f c++11_cuda c++11_cuda.o
+	rm -rf ../../../bin/$(TARGET_ARCH)/$(TARGET_OS)/$(BUILD_TYPE)/c++11_cuda
+
+clobber: clean
--- a/Samples/0_Introduction/c++11_cuda/NsightEclipse.xml
+++ b/Samples/0_Introduction/c++11_cuda/NsightEclipse.xml
@@ -0,0 +1,85 @@
+<?xml version="1.0" encoding="UTF-8"?> 
+<!DOCTYPE entry SYSTEM "SamplesInfo.dtd">
+<entry>
+  <name>c++11_cuda</name>
+  <cflags>
+    <flag>--std=c++11</flag>
+  </cflags>
+  <cuda_api_list>
+    <toolkit>cudaMalloc</toolkit>
+    <toolkit>cudaMemset</toolkit>
+    <toolkit>cudaFree</toolkit>
+    <toolkit>cudaMemcpy</toolkit>
+  </cuda_api_list>
+  <description><![CDATA[This sample demonstrates C++11 feature support in CUDA. It scans a input text file and prints no. of occurrences of x, y, z, w characters. ]]></description>
+  <devicecompilation>whole</devicecompilation>
+  <includepaths>
+    <path>./</path>
+    <path>../</path>
+    <path>../../../Common</path>
+  </includepaths>
+  <keyconcepts>
+    <concept level="advanced">CPP11 CUDA</concept>
+  </keyconcepts>
+  <keywords>
+    <keyword>GPGPU</keyword>
+    <keyword>CPP11</keyword>
+  </keywords>
+  <libraries>
+  </libraries>
+  <librarypaths>
+  </librarypaths>
+  <nsight_eclipse>true</nsight_eclipse>
+  <primary_file>c++11_cuda.cu</primary_file>
+  <qatests>
+    <qatest>--dummy-test-param</qatest>
+  </qatests>
+  <required_dependencies>
+    <dependency>CPP11</dependency>
+  </required_dependencies>
+  <scopes>
+    <scope>1:CUDA Advanced Topics</scope>
+    <scope>1:C++11 CUDA</scope>
+  </scopes>
+  <sm-arch>sm35</sm-arch>
+  <sm-arch>sm37</sm-arch>
+  <sm-arch>sm50</sm-arch>
+  <sm-arch>sm52</sm-arch>
+  <sm-arch>sm53</sm-arch>
+  <sm-arch>sm60</sm-arch>
+  <sm-arch>sm61</sm-arch>
+  <sm-arch>sm70</sm-arch>
+  <sm-arch>sm72</sm-arch>
+  <sm-arch>sm75</sm-arch>
+  <sm-arch>sm80</sm-arch>
+  <sm-arch>sm86</sm-arch>
+  <sm-arch>sm87</sm-arch>
+  <supported_envs>
+    <env>
+      <arch>x86_64</arch>
+      <platform>linux</platform>
+    </env>
+    <env>
+      <arch>x86_64</arch>
+      <platform>macosx</platform>
+    </env>
+    <env>
+      <arch>arm</arch>
+    </env>
+    <env>
+      <arch>sbsa</arch>
+    </env>
+    <env>
+      <arch>ppc64le</arch>
+      <platform>linux</platform>
+    </env>
+    <env>
+      <platform>windows7</platform>
+    </env>
+  </supported_envs>
+  <supported_sm_architectures>
+    <include>all</include>
+  </supported_sm_architectures>
+  <title>C++11 CUDA</title>
+  <type>exe</type>
+</entry>
--- a/Samples/0_Introduction/c++11_cuda/README.md
+++ b/Samples/0_Introduction/c++11_cuda/README.md
@@ -0,0 +1,74 @@
+# c++11_cuda - C++11 CUDA
+
+## Description
+
+This sample demonstrates C++11 feature support in CUDA. It scans a input text file and prints no. of occurrences of x, y, z, w characters.
+
+## Key Concepts
+
+CPP11 CUDA
+
+## Supported SM Architectures
+
+[SM 3.5 ](https://developer.nvidia.com/cuda-gpus)  [SM 3.7 ](https://developer.nvidia.com/cuda-gpus)  [SM 5.0 ](https://developer.nvidia.com/cuda-gpus)  [SM 5.2 ](https://developer.nvidia.com/cuda-gpus)  [SM 5.3 ](https://developer.nvidia.com/cuda-gpus)  [SM 6.0 ](https://developer.nvidia.com/cuda-gpus)  [SM 6.1 ](https://developer.nvidia.com/cuda-gpus)  [SM 7.0 ](https://developer.nvidia.com/cuda-gpus)  [SM 7.2 ](https://developer.nvidia.com/cuda-gpus)  [SM 7.5 ](https://developer.nvidia.com/cuda-gpus)  [SM 8.0 ](https://developer.nvidia.com/cuda-gpus)  [SM 8.6 ](https://developer.nvidia.com/cuda-gpus)  [SM 8.7 ](https://developer.nvidia.com/cuda-gpus)
+
+## Supported OSes
+
+Linux, Windows
+
+## Supported CPU Architecture
+
+x86_64, ppc64le, armv7l
+
+## CUDA APIs involved
+
+### [CUDA Runtime API](http://docs.nvidia.com/cuda/cuda-runtime-api/index.html)
+cudaMalloc, cudaMemset, cudaFree, cudaMemcpy
+
+## Dependencies needed to build/run
+[CPP11](../../README.md#cpp11)
+
+## Prerequisites
+
+Download and install the [CUDA Toolkit 11.6](https://developer.nvidia.com/cuda-downloads) for your corresponding platform.
+Make sure the dependencies mentioned in [Dependencies]() section above are installed.
+
+## Build and Run
+
+### Windows
+The Windows samples are built using the Visual Studio IDE. Solution files (.sln) are provided for each supported version of Visual Studio, using the format:
+```
+*_vs<version>.sln - for Visual Studio <version>
+```
+Each individual sample has its own set of solution files in its directory:
+
+To build/examine all the samples at once, the complete solution files should be used. To build/examine a single sample, the individual sample solution files should be used.
+> **Note:** Some samples require that the Microsoft DirectX SDK (June 2010 or newer) be installed and that the VC++ directory paths are properly set up (**Tools > Options...**). Check DirectX Dependencies section for details."
+
+### Linux
+The Linux samples are built using makefiles. To use the makefiles, change the current directory to the sample directory you wish to build, and run make:
+```
+$ cd <sample_dir>
+$ make
+```
+The samples makefiles can take advantage of certain options:
+*  **TARGET_ARCH=<arch>** - cross-compile targeting a specific architecture. Allowed architectures are x86_64, ppc64le, armv7l.
+    By default, TARGET_ARCH is set to HOST_ARCH. On a x86_64 machine, not setting TARGET_ARCH is the equivalent of setting TARGET_ARCH=x86_64.<br/>
+`$ make TARGET_ARCH=x86_64` <br/> `$ make TARGET_ARCH=ppc64le` <br/> `$ make TARGET_ARCH=armv7l` <br/>
+    See [here](http://docs.nvidia.com/cuda/cuda-samples/index.html#cross-samples) for more details.
+*   **dbg=1** - build with debug symbols
+    ```
+    $ make dbg=1
+    ```
+*   **SMS="A B ..."** - override the SM architectures for which the sample will be built, where `"A B ..."` is a space-delimited list of SM architectures. For example, to generate SASS for SM 50 and SM 60, use `SMS="50 60"`.
+    ```
+    $ make SMS="50 60"
+    ```
+
+*  **HOST_COMPILER=<host_compiler>** - override the default g++ host compiler. See the [Linux Installation Guide](http://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#system-requirements) for a list of supported host compilers.
+```
+    $ make HOST_COMPILER=g++
+```
+
+## References (for more details)
+
--- a/Samples/0_Introduction/c++11_cuda/c++11_cuda.cu
+++ b/Samples/0_Introduction/c++11_cuda/c++11_cuda.cu
@@ -0,0 +1,140 @@
+/* Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions
+ * are met:
+ *  * Redistributions of source code must retain the above copyright
+ *    notice, this list of conditions and the following disclaimer.
+ *  * Redistributions in binary form must reproduce the above copyright
+ *    notice, this list of conditions and the following disclaimer in the
+ *    documentation and/or other materials provided with the distribution.
+ *  * Neither the name of NVIDIA CORPORATION nor the names of its
+ *    contributors may be used to endorse or promote products derived
+ *    from this software without specific prior written permission.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
+ * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+ * PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR
+ * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+
+#include <thrust/device_ptr.h>
+#include <thrust/count.h>
+#include <thrust/execution_policy.h>
+
+#include <iostream>
+#include <helper_cuda.h>
+
+/////////////////////////////////////////////////////////////////
+// Some utility code to define grid_stride_range
+// Normally this would be in a header but it's here
+// for didactic purposes. Uses
+#include "range.hpp"
+using namespace util::lang;
+
+// type alias to simplify typing...
+template <typename T>
+using step_range = typename range_proxy<T>::step_range_proxy;
+
+template <typename T>
+__device__ step_range<T> grid_stride_range(T begin, T end) {
+  begin += blockDim.x * blockIdx.x + threadIdx.x;
+  return range(begin, end).step(gridDim.x * blockDim.x);
+}
+/////////////////////////////////////////////////////////////////
+
+template <typename T, typename Predicate>
+__device__ void count_if(int *count, T *data, int n, Predicate p) {
+  for (auto i : grid_stride_range(0, n)) {
+    if (p(data[i])) atomicAdd(count, 1);
+  }
+}
+
+// Use count_if with a lambda function that searches for x, y, z or w
+// Note the use of range-based for loop and initializer_list inside the functor
+// We use auto so we don't have to know the type of the functor or array
+__global__ void xyzw_frequency(int *count, char *text, int n) {
+  const char letters[]{'x', 'y', 'z', 'w'};
+
+  count_if(count, text, n, [&](char c) {
+    for (const auto x : letters)
+      if (c == x) return true;
+    return false;
+  });
+}
+
+__global__ void xyzw_frequency_thrust_device(int *count, char *text, int n) {
+  const char letters[]{'x', 'y', 'z', 'w'};
+  *count = thrust::count_if(thrust::device, text, text + n, [=](char c) {
+    for (const auto x : letters)
+      if (c == x) return true;
+    return false;
+  });
+}
+
+// a bug in Thrust 1.8 causes warnings when this is uncommented
+// so commented out by default -- fixed in Thrust master branch
+#if 0 
+void xyzw_frequency_thrust_host(int *count, char *text, int n)
+{
+  const char letters[] { 'x','y','z','w' };
+  *count = thrust::count_if(thrust::host, text, text+n, [&](char c) {
+    for (const auto x : letters) 
+      if (c == x) return true;
+    return false;
+  });
+}
+#endif
+
+int main(int argc, char **argv) {
+  const char *filename = sdkFindFilePath("warandpeace.txt", argv[0]);
+
+  int numBytes = 16 * 1048576;
+  char *h_text = (char *)malloc(numBytes);
+
+  // find first CUDA device
+  int devID = findCudaDevice(argc, (const char **)argv);
+
+  char *d_text;
+  checkCudaErrors(cudaMalloc((void **)&d_text, numBytes));
+
+  FILE *fp = fopen(filename, "r");
+  if (fp == NULL) {
+    printf("Cannot find the input text file\n. Exiting..\n");
+    return EXIT_FAILURE;
+  }
+  int len = (int)fread(h_text, sizeof(char), numBytes, fp);
+  fclose(fp);
+  std::cout << "Read " << len << " byte corpus from " << filename << std::endl;
+
+  checkCudaErrors(cudaMemcpy(d_text, h_text, len, cudaMemcpyHostToDevice));
+
+  int count = 0;
+  int *d_count;
+  checkCudaErrors(cudaMalloc(&d_count, sizeof(int)));
+  checkCudaErrors(cudaMemset(d_count, 0, sizeof(int)));
+
+  // Try uncommenting one kernel call at a time
+  xyzw_frequency<<<8, 256>>>(d_count, d_text, len);
+  xyzw_frequency_thrust_device<<<1, 1>>>(d_count, d_text, len);
+  checkCudaErrors(
+      cudaMemcpy(&count, d_count, sizeof(int), cudaMemcpyDeviceToHost));
+
+  // xyzw_frequency_thrust_host(&count, h_text, len);
+
+  std::cout << "counted " << count
+            << " instances of 'x', 'y', 'z', or 'w' in \"" << filename << "\""
+            << std::endl;
+
+  checkCudaErrors(cudaFree(d_count));
+  checkCudaErrors(cudaFree(d_text));
+
+  return EXIT_SUCCESS;
+}
--- a/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2017.sln
+++ b/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2017.sln
@@ -0,0 +1,20 @@
+
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio 2017
+Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "c++11_cuda", "c++11_cuda_vs2017.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|x64 = Debug|x64
+		Release|x64 = Release|x64
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+EndGlobal
--- a/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2017.vcxproj
+++ b/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2017.vcxproj
@@ -0,0 +1,112 @@
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+  <PropertyGroup Condition="'$(Configuration)'=='Debug'">
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+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
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+  <PropertyGroup Label="UserMacros" />
+  <PropertyGroup>
+    <IntDir>$(Platform)/$(Configuration)/</IntDir>
+    <IncludePath>$(IncludePath)</IncludePath>
+    <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet>
+    <CodeAnalysisRules />
+    <CodeAnalysisRuleAssemblies />
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Platform)'=='x64'">
+    <OutDir>../../../bin/win64/$(Configuration)/</OutDir>
+  </PropertyGroup>
+  <ItemDefinitionGroup>
+    <ClCompile>
+      <WarningLevel>Level3</WarningLevel>
+      <PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
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+      <OutputFile>$(OutDir)/c++11_cuda.exe</OutputFile>
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+      <CodeGeneration>compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86;</CodeGeneration>
+      <AdditionalOptions>-Xcompiler "/wd 4819"  --threads 0 </AdditionalOptions>
+      <Include>./;../../../Common</Include>
+      <Defines>WIN32</Defines>
+    </CudaCompile>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="'$(Configuration)'=='Debug'">
+    <ClCompile>
+      <Optimization>Disabled</Optimization>
+      <RuntimeLibrary>MultiThreadedDebug</RuntimeLibrary>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>true</GenerateDebugInformation>
+      <LinkTimeCodeGeneration>Default</LinkTimeCodeGeneration>
+    </Link>
+    <CudaCompile>
+      <Runtime>MTd</Runtime>
+      <TargetMachinePlatform>64</TargetMachinePlatform>
+    </CudaCompile>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="'$(Configuration)'=='Release'">
+    <ClCompile>
+      <Optimization>MaxSpeed</Optimization>
+      <RuntimeLibrary>MultiThreaded</RuntimeLibrary>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>false</GenerateDebugInformation>
+      <LinkTimeCodeGeneration>UseLinkTimeCodeGeneration</LinkTimeCodeGeneration>
+    </Link>
+    <CudaCompile>
+      <Runtime>MT</Runtime>
+      <TargetMachinePlatform>64</TargetMachinePlatform>
+    </CudaCompile>
+  </ItemDefinitionGroup>
+  <ItemGroup>
+    <CudaCompile Include="c++11_cuda.cu" />
+    <ClInclude Include="range.hpp" />
+  </ItemGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
+  <ImportGroup Label="ExtensionTargets">
+    <Import Project="$(CUDAPropsPath)\CUDA 11.6.targets" />
+  </ImportGroup>
+</Project>
--- a/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2019.sln
+++ b/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2019.sln
@@ -0,0 +1,20 @@
+
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio 2019
+Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "c++11_cuda", "c++11_cuda_vs2019.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|x64 = Debug|x64
+		Release|x64 = Release|x64
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
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+++ b/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2019.vcxproj
@@ -0,0 +1,108 @@
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+<Project DefaultTargets="Build" ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <PropertyGroup>
+    <CUDAPropsPath Condition="'$(CUDAPropsPath)'==''">$(VCTargetsPath)\BuildCustomizations</CUDAPropsPath>
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+    <ProjectConfiguration Include="Debug|x64">
+      <Configuration>Debug</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+    <ProjectConfiguration Include="Release|x64">
+      <Configuration>Release</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+  </ItemGroup>
+  <PropertyGroup Label="Globals">
+    <ProjectGuid>{997E0757-EA74-4A4E-A0FC-47D8C8831A15}</ProjectGuid>
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+    <CharacterSet>MultiByte</CharacterSet>
+    <PlatformToolset>v142</PlatformToolset>
+    <WindowsTargetPlatformVersion>10.0</WindowsTargetPlatformVersion>
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Configuration)'=='Debug'">
+    <UseDebugLibraries>true</UseDebugLibraries>
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Configuration)'=='Release'">
+    <WholeProgramOptimization>true</WholeProgramOptimization>
+  </PropertyGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
+  <ImportGroup Label="ExtensionSettings">
+    <Import Project="$(CUDAPropsPath)\CUDA 11.6.props" />
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+  <ImportGroup Label="PropertySheets">
+    <Import Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" />
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+  <PropertyGroup Label="UserMacros" />
+  <PropertyGroup>
+    <IntDir>$(Platform)/$(Configuration)/</IntDir>
+    <IncludePath>$(IncludePath)</IncludePath>
+    <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet>
+    <CodeAnalysisRules />
+    <CodeAnalysisRuleAssemblies />
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Platform)'=='x64'">
+    <OutDir>../../../bin/win64/$(Configuration)/</OutDir>
+  </PropertyGroup>
+  <ItemDefinitionGroup>
+    <ClCompile>
+      <WarningLevel>Level3</WarningLevel>
+      <PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+      <AdditionalIncludeDirectories>./;$(CudaToolkitDir)/include;../../../Common;</AdditionalIncludeDirectories>
+    </ClCompile>
+    <Link>
+      <SubSystem>Console</SubSystem>
+      <AdditionalDependencies>cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
+      <AdditionalLibraryDirectories>$(CudaToolkitLibDir);</AdditionalLibraryDirectories>
+      <OutputFile>$(OutDir)/c++11_cuda.exe</OutputFile>
+    </Link>
+    <CudaCompile>
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+      <AdditionalOptions>-Xcompiler "/wd 4819"  --threads 0 </AdditionalOptions>
+      <Include>./;../../../Common</Include>
+      <Defines>WIN32</Defines>
+    </CudaCompile>
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+      <Optimization>Disabled</Optimization>
+      <RuntimeLibrary>MultiThreadedDebug</RuntimeLibrary>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>true</GenerateDebugInformation>
+      <LinkTimeCodeGeneration>Default</LinkTimeCodeGeneration>
+    </Link>
+    <CudaCompile>
+      <Runtime>MTd</Runtime>
+      <TargetMachinePlatform>64</TargetMachinePlatform>
+    </CudaCompile>
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+    <ClCompile>
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+    <Link>
+      <GenerateDebugInformation>false</GenerateDebugInformation>
+      <LinkTimeCodeGeneration>UseLinkTimeCodeGeneration</LinkTimeCodeGeneration>
+    </Link>
+    <CudaCompile>
+      <Runtime>MT</Runtime>
+      <TargetMachinePlatform>64</TargetMachinePlatform>
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+    <CudaCompile Include="c++11_cuda.cu" />
+    <ClInclude Include="range.hpp" />
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+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
+  <ImportGroup Label="ExtensionTargets">
+    <Import Project="$(CUDAPropsPath)\CUDA 11.6.targets" />
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+</Project>
--- a/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2022.sln
+++ b/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2022.sln
@@ -0,0 +1,20 @@
+
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio 2022
+Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "c++11_cuda", "c++11_cuda_vs2022.vcxproj", "{997E0757-EA74-4A4E-A0FC-47D8C8831A15}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|x64 = Debug|x64
+		Release|x64 = Release|x64
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+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.ActiveCfg = Debug|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Debug|x64.Build.0 = Debug|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.ActiveCfg = Release|x64
+		{997E0757-EA74-4A4E-A0FC-47D8C8831A15}.Release|x64.Build.0 = Release|x64
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
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+++ b/Samples/0_Introduction/c++11_cuda/c++11_cuda_vs2022.vcxproj
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+<Project DefaultTargets="Build" ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <PropertyGroup>
+    <CUDAPropsPath Condition="'$(CUDAPropsPath)'==''">$(VCTargetsPath)\BuildCustomizations</CUDAPropsPath>
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+    <ProjectConfiguration Include="Debug|x64">
+      <Configuration>Debug</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+    <ProjectConfiguration Include="Release|x64">
+      <Configuration>Release</Configuration>
+      <Platform>x64</Platform>
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+  <PropertyGroup Label="Globals">
+    <ProjectGuid>{997E0757-EA74-4A4E-A0FC-47D8C8831A15}</ProjectGuid>
+    <RootNamespace>c++11_cuda_vs2022</RootNamespace>
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+    <CudaToolkitCustomDir />
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+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" />
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+    <ConfigurationType>Application</ConfigurationType>
+    <CharacterSet>MultiByte</CharacterSet>
+    <PlatformToolset>v143</PlatformToolset>
+    <WindowsTargetPlatformVersion>10.0</WindowsTargetPlatformVersion>
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+  <PropertyGroup Condition="'$(Configuration)'=='Debug'">
+    <UseDebugLibraries>true</UseDebugLibraries>
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+  <PropertyGroup Condition="'$(Configuration)'=='Release'">
+    <WholeProgramOptimization>true</WholeProgramOptimization>
+  </PropertyGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
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+    <Import Project="$(CUDAPropsPath)\CUDA 11.6.props" />
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+  <ImportGroup Label="PropertySheets">
+    <Import Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" />
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+  <PropertyGroup Label="UserMacros" />
+  <PropertyGroup>
+    <IntDir>$(Platform)/$(Configuration)/</IntDir>
+    <IncludePath>$(IncludePath)</IncludePath>
+    <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet>
+    <CodeAnalysisRules />
+    <CodeAnalysisRuleAssemblies />
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+  <PropertyGroup Condition="'$(Platform)'=='x64'">
+    <OutDir>../../../bin/win64/$(Configuration)/</OutDir>
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+  <ItemDefinitionGroup>
+    <ClCompile>
+      <WarningLevel>Level3</WarningLevel>
+      <PreprocessorDefinitions>WIN32;_MBCS;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+      <AdditionalIncludeDirectories>./;$(CudaToolkitDir)/include;../../../Common;</AdditionalIncludeDirectories>
+    </ClCompile>
+    <Link>
+      <SubSystem>Console</SubSystem>
+      <AdditionalDependencies>cudart_static.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
+      <AdditionalLibraryDirectories>$(CudaToolkitLibDir);</AdditionalLibraryDirectories>
+      <OutputFile>$(OutDir)/c++11_cuda.exe</OutputFile>
+    </Link>
+    <CudaCompile>
+      <CodeGeneration>compute_35,sm_35;compute_37,sm_37;compute_50,sm_50;compute_52,sm_52;compute_60,sm_60;compute_61,sm_61;compute_70,sm_70;compute_75,sm_75;compute_80,sm_80;compute_86,sm_86;</CodeGeneration>
+      <AdditionalOptions>-Xcompiler "/wd 4819"  --threads 0 </AdditionalOptions>
+      <Include>./;../../../Common</Include>
+      <Defines>WIN32</Defines>
+    </CudaCompile>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="'$(Configuration)'=='Debug'">
+    <ClCompile>
+      <Optimization>Disabled</Optimization>
+      <RuntimeLibrary>MultiThreadedDebug</RuntimeLibrary>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>true</GenerateDebugInformation>
+      <LinkTimeCodeGeneration>Default</LinkTimeCodeGeneration>
+    </Link>
+    <CudaCompile>
+      <Runtime>MTd</Runtime>
+      <TargetMachinePlatform>64</TargetMachinePlatform>
+    </CudaCompile>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="'$(Configuration)'=='Release'">
+    <ClCompile>
+      <Optimization>MaxSpeed</Optimization>
+      <RuntimeLibrary>MultiThreaded</RuntimeLibrary>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>false</GenerateDebugInformation>
+      <LinkTimeCodeGeneration>UseLinkTimeCodeGeneration</LinkTimeCodeGeneration>
+    </Link>
+    <CudaCompile>
+      <Runtime>MT</Runtime>
+      <TargetMachinePlatform>64</TargetMachinePlatform>
+    </CudaCompile>
+  </ItemDefinitionGroup>
+  <ItemGroup>
+    <CudaCompile Include="c++11_cuda.cu" />
+    <ClInclude Include="range.hpp" />
+  </ItemGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
+  <ImportGroup Label="ExtensionTargets">
+    <Import Project="$(CUDAPropsPath)\CUDA 11.6.targets" />
+  </ImportGroup>
+</Project>
--- a/Samples/0_Introduction/c++11_cuda/range.hpp
+++ b/Samples/0_Introduction/c++11_cuda/range.hpp
@@ -0,0 +1,279 @@
+/* Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions
+ * are met:
+ *  * Redistributions of source code must retain the above copyright
+ *    notice, this list of conditions and the following disclaimer.
+ *  * Redistributions in binary form must reproduce the above copyright
+ *    notice, this list of conditions and the following disclaimer in the
+ *    documentation and/or other materials provided with the distribution.
+ *  * Neither the name of NVIDIA CORPORATION nor the names of its
+ *    contributors may be used to endorse or promote products derived
+ *    from this software without specific prior written permission.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
+ * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+ * PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR
+ * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+
+#ifndef UTIL_LANG_RANGE_HPP
+#define UTIL_LANG_RANGE_HPP
+
+#include <iterator>
+#include <type_traits>
+
+// Make these ranges usable inside CUDA C++ device code
+#ifdef __CUDACC__
+#define DEVICE_CALLABLE __host__ __device__
+#else
+#define DEVICE_CALLABLE
+#endif
+
+namespace util {
+namespace lang {
+
+namespace detail {
+
+template <typename T>
+struct range_iter_base : std::iterator<std::input_iterator_tag, T> {
+  DEVICE_CALLABLE
+  range_iter_base(T current) : current(current) {}
+
+  DEVICE_CALLABLE
+  T operator*() const { return current; }
+
+  DEVICE_CALLABLE
+  T const* operator->() const { return &current; }
+
+  DEVICE_CALLABLE
+  range_iter_base& operator++() {
+    ++current;
+    return *this;
+  }
+
+  DEVICE_CALLABLE
+  range_iter_base operator++(int) {
+    auto copy = *this;
+    ++*this;
+    return copy;
+  }
+
+  DEVICE_CALLABLE
+  bool operator==(range_iter_base const& other) const {
+    return current == other.current;
+  }
+
+  DEVICE_CALLABLE
+  bool operator!=(range_iter_base const& other) const {
+    return not(*this == other);
+  }
+
+ protected:
+  T current;
+};
+
+}  // namespace detail
+
+template <typename T>
+struct range_proxy {
+  struct iter : detail::range_iter_base<T> {
+    DEVICE_CALLABLE
+    iter(T current) : detail::range_iter_base<T>(current) {}
+  };
+
+  struct step_range_proxy {
+    struct iter : detail::range_iter_base<T> {
+      DEVICE_CALLABLE
+      iter(T current, T step)
+          : detail::range_iter_base<T>(current), step(step) {}
+
+      using detail::range_iter_base<T>::current;
+
+      DEVICE_CALLABLE
+      iter& operator++() {
+        current += step;
+        return *this;
+      }
+
+      DEVICE_CALLABLE
+      iter operator++(int) {
+        auto copy = *this;
+        ++*this;
+        return copy;
+      }
+
+      // Loses commutativity. Iterator-based ranges are simply broken. :-(
+      DEVICE_CALLABLE
+      bool operator==(iter const& other) const {
+        return step > 0 ? current >= other.current : current < other.current;
+      }
+
+      DEVICE_CALLABLE
+      bool operator!=(iter const& other) const { return !(*this == other); }
+
+     private:
+      T step;
+    };
+
+    DEVICE_CALLABLE
+    step_range_proxy(T begin, T end, T step)
+        : begin_(begin, step), end_(end, step) {}
+
+    DEVICE_CALLABLE
+    iter begin() const { return begin_; }
+
+    DEVICE_CALLABLE
+    iter end() const { return end_; }
+
+   private:
+    iter begin_;
+    iter end_;
+  };
+
+  DEVICE_CALLABLE
+  range_proxy(T begin, T end) : begin_(begin), end_(end) {}
+
+  DEVICE_CALLABLE
+  step_range_proxy step(T step) { return {*begin_, *end_, step}; }
+
+  DEVICE_CALLABLE
+  iter begin() const { return begin_; }
+
+  DEVICE_CALLABLE
+  iter end() const { return end_; }
+
+ private:
+  iter begin_;
+  iter end_;
+};
+
+template <typename T>
+struct infinite_range_proxy {
+  struct iter : detail::range_iter_base<T> {
+    DEVICE_CALLABLE
+    iter(T current = T()) : detail::range_iter_base<T>(current) {}
+
+    DEVICE_CALLABLE
+    bool operator==(iter const&) const { return false; }
+
+    DEVICE_CALLABLE
+    bool operator!=(iter const&) const { return true; }
+  };
+
+  struct step_range_proxy {
+    struct iter : detail::range_iter_base<T> {
+      DEVICE_CALLABLE
+      iter(T current = T(), T step = T())
+          : detail::range_iter_base<T>(current), step(step) {}
+
+      using detail::range_iter_base<T>::current;
+
+      DEVICE_CALLABLE
+      iter& operator++() {
+        current += step;
+        return *this;
+      }
+
+      DEVICE_CALLABLE
+      iter operator++(int) {
+        auto copy = *this;
+        ++*this;
+        return copy;
+      }
+
+      DEVICE_CALLABLE
+      bool operator==(iter const&) const { return false; }
+
+      DEVICE_CALLABLE
+      bool operator!=(iter const&) const { return true; }
+
+     private:
+      T step;
+    };
+
+    DEVICE_CALLABLE
+    step_range_proxy(T begin, T step) : begin_(begin, step) {}
+
+    DEVICE_CALLABLE
+    iter begin() const { return begin_; }
+
+    DEVICE_CALLABLE
+    iter end() const { return iter(); }
+
+   private:
+    iter begin_;
+  };
+
+  DEVICE_CALLABLE
+  infinite_range_proxy(T begin) : begin_(begin) {}
+
+  DEVICE_CALLABLE
+  step_range_proxy step(T step) { return step_range_proxy(*begin_, step); }
+
+  DEVICE_CALLABLE
+  iter begin() const { return begin_; }
+
+  DEVICE_CALLABLE
+  iter end() const { return iter(); }
+
+ private:
+  iter begin_;
+};
+
+template <typename T>
+DEVICE_CALLABLE range_proxy<T> range(T begin, T end) {
+  return {begin, end};
+}
+
+template <typename T>
+DEVICE_CALLABLE infinite_range_proxy<T> range(T begin) {
+  return {begin};
+}
+
+namespace traits {
+
+template <typename C>
+struct has_size {
+  template <typename T>
+  static constexpr auto check(T*) ->
+      typename std::is_integral<decltype(std::declval<T const>().size())>::type;
+
+  template <typename>
+  static constexpr auto check(...) -> std::false_type;
+
+  using type = decltype(check<C>(0));
+  static constexpr bool value = type::value;
+};
+
+}  // namespace traits
+
+template <typename C,
+          typename = typename std::enable_if<traits::has_size<C>::value>>
+DEVICE_CALLABLE auto indices(C const& cont)
+    -> range_proxy<decltype(cont.size())> {
+  return {0, cont.size()};
+}
+
+template <typename T, std::size_t N>
+DEVICE_CALLABLE range_proxy<std::size_t> indices(T(&)[N]) {
+  return {0, N};
+}
+
+template <typename T>
+range_proxy<typename std::initializer_list<T>::size_type> DEVICE_CALLABLE
+indices(std::initializer_list<T>&& cont) {
+  return {0, cont.size()};
+}
+}
+}  // namespace util::lang
+
+#endif  // ndef UTIL_LANG_RANGE_HPP
--- a/Samples/0_Introduction/c++11_cuda/warandpeace.txt
+++ b/Samples/0_Introduction/c++11_cuda/warandpeace.txt