diff --git a/projects/rccl-tests/.jenkins/common.groovy b/projects/rccl-tests/.jenkins/common.groovy
index 70dbbd7a3c..7426d35d75 100644
--- a/projects/rccl-tests/.jenkins/common.groovy
+++ b/projects/rccl-tests/.jenkins/common.groovy
@@ -13,7 +13,10 @@ def runCompileCommand(platform, project, jobName)
                 ${getRCCL}
                 ${auxiliary.exitIfNotSuccess()}
                 cd ${project.paths.project_build_prefix}
-                ${project.paths.build_command}
+                cmake \
+                    -DCMAKE_CXX_COMPILER=/opt/rocm/hip/bin/hipcc \
+                    -S . -B build
+                make -C build -j\$(nproc)
                 ${auxiliary.exitIfNotSuccess()}
             """
 
diff --git a/projects/rccl-tests/CMakeLists.txt b/projects/rccl-tests/CMakeLists.txt
new file mode 100644
index 0000000000..539a1eae2b
--- /dev/null
+++ b/projects/rccl-tests/CMakeLists.txt
@@ -0,0 +1,61 @@
+# ########################################################################
+# Copyright 2022 Advanced Micro Devices, Inc.
+# ########################################################################
+
+cmake_minimum_required(VERSION 3.16.3 FATAL_ERROR)
+
+project(RCCL-tests VERSION 2.12.10 LANGUAGES CXX)
+
+# Get ROCm path from environment if available
+if (DEFINED ENV{ROCM_PATH})
+    set(ROCM_PATH $ENV{ROCM_PATH} CACHE PATH "Path to ROCm installation")
+else()
+    set(ROCM_PATH "/opt/rocm" CACHE PATH "Path to ROCm installation")
+endif()
+
+# Set CMake/CPack variables
+list( APPEND CMAKE_PREFIX_PATH ${ROCM_PATH} ${ROCM_PATH}/llvm)
+set(CMAKE_INSTALL_PREFIX "${CMAKE_BINARY_DIR}/install" CACHE PATH "Prefix install path")
+set(CPACK_PACKAGING_INSTALL_PREFIX "${ROCM_PATH}" CACHE PATH "Path to install to when packaged.")
+set(CMAKE_CXX_STANDARD 14)
+
+# Get additional packages required
+find_package(ROCM 0.7.3 CONFIG REQUIRED PATHS "${ROCM_PATH}")
+find_package(RCCL HINTS CONFIG REQUIRED PATHS "${ROCM_PATH}")
+
+include(ROCMSetupVersion)
+include(ROCMCreatePackage)
+include(ROCMInstallTargets)
+include(ROCMCheckTargetIds)
+include(ROCMClients)
+
+# Build variables
+option(USE_MPI "Build RCCL-tests with MPI support. Requires the MPI path to be set.")
+set(MPI_PATH "" CACHE PATH "Path to MPI installation")
+## Get default GPU targets using rocm_check_target_ids
+rocm_check_target_ids(
+    DEFAULT_AMDGPU_TARGETS
+    TARGETS "gfx803;gfx900:xnack-;gfx906:xnack-;gfx908:xnack-;gfx90a:xnack-;gfx90a:xnack+;gfx1030"
+)
+set(AMDGPU_TARGETS "${DEFAULT_AMDGPU_TARGETS}" CACHE STRING "List of specific machine types for these tests to target.")
+
+# Find the MPI package if we're using MPI
+if (USE_MPI)
+    if(NOT MPI_PATH STREQUAL "")
+        set(MPI_HOME "${MPI_PATH}")
+    endif()
+    find_package(MPI REQUIRED MODULE)
+    add_definitions(-DOMPI_SKIP_MPICXX -DMPI_SUPPORT)
+endif()
+
+set(ROCM_USE_DEV_COMPONENT OFF)  # This repo doesn't have a dev component
+
+# Add all of the tests
+add_subdirectory(src)
+
+# Create ROCm standard packages
+rocm_create_package(
+    NAME rccl-separate-tests
+    DESCRIPTION "Tests for the ROCm Communication Collectives Library"
+    MAINTAINER "RCCL Maintainer <rccl-maintainer@amd.com>"
+)
diff --git a/projects/rccl-tests/src/CMakeLists.txt b/projects/rccl-tests/src/CMakeLists.txt
new file mode 100644
index 0000000000..b5a40aefc1
--- /dev/null
+++ b/projects/rccl-tests/src/CMakeLists.txt
@@ -0,0 +1,71 @@
+# ########################################################################
+# Copyright 2022 Advanced Micro Devices, Inc.
+# ########################################################################
+
+# Compile common object library
+set_property(SOURCE common.cu PROPERTY LANGUAGE CXX)
+add_library(rccl_common OBJECT common.cu)
+if(USE_MPI)
+    target_link_libraries(rccl_common roc::rccl MPI::MPI_CXX)
+else()
+    target_link_libraries(rccl_common roc::rccl)
+endif()
+
+function(add_relative_test test_name test_target)
+    get_target_property(EXE_PATH ${test_target} RUNTIME_OUTPUT_DIRECTORY)
+    if(EXE_PATH STREQUAL "EXE_PATH-NOTFOUND")
+        set(EXE_PATH ".")
+    endif()
+    get_filename_component(EXE_PATH "${EXE_PATH}" ABSOLUTE BASE_DIR "${CMAKE_CURRENT_BINARY_DIR}")
+    get_target_property(EXE_NAME ${test_target} RUNTIME_OUTPUT_NAME)
+    if(EXE_NAME STREQUAL "EXE_NAME-NOTFOUND")
+        get_target_property(EXE_NAME ${test_target} OUTPUT_NAME)
+        if(EXE_NAME STREQUAL "EXE_NAME-NOTFOUND")
+            set(EXE_NAME "${test_target}")
+        endif()
+    endif()
+    file(RELATIVE_PATH rel_path "${CMAKE_CURRENT_BINARY_DIR}" "${EXE_PATH}/${EXE_NAME}")
+    add_test(NAME "${test_name}" COMMAND "./${rel_path}")
+endfunction()
+
+function(add_rccl_test TEST)
+    set(TEST_SOURCE "${TEST}.cu")
+    set_property(SOURCE ${TEST_SOURCE} PROPERTY LANGUAGE CXX)
+    set(TEST_TARGET "${TEST}_perf")
+    add_executable(${TEST_TARGET} ${TEST_SOURCE})
+    target_link_libraries(
+        ${TEST_TARGET}
+        PRIVATE
+            rccl_common
+    )
+    if (NOT WIN32)
+        foreach(amdgpu_target ${AMDGPU_TARGETS})
+            target_link_libraries(${TEST_TARGET} PRIVATE --amdgpu-target=${amdgpu_target})
+        endforeach()
+    endif()
+    set_target_properties(
+        ${TEST_TARGET}
+        PROPERTIES
+            RUNTIME_OUTPUT_DIRECTORY "${CMAKE_BINARY_DIR}"
+            # LINKER_LANGUAGE CXX
+    )
+    add_relative_test(${TEST} ${TEST_TARGET})
+    rocm_install(TARGETS ${TEST_TARGET})
+    # TODO: copy/install DLLs on Windows
+    set_target_properties(
+        ${TEST_TARGET} PROPERTIES
+        INSTALL_RPATH "${CMAKE_INSTALL_PREFIX}/lib;${ROCM_PATH}/lib"
+    )
+endfunction()
+
+add_rccl_test(all_gather)
+add_rccl_test(all_reduce)
+add_rccl_test(alltoall)
+add_rccl_test(alltoallv)
+add_rccl_test(broadcast)
+add_rccl_test(gather)
+add_rccl_test(hypercube)
+add_rccl_test(reduce_scatter)
+add_rccl_test(reduce)
+add_rccl_test(scatter)
+add_rccl_test(sendrecv)