diff --git a/morpheus/_lib/tests/CMakeLists.txt b/morpheus/_lib/tests/CMakeLists.txt
index f38ada32e6..792c564442 100644
--- a/morpheus/_lib/tests/CMakeLists.txt
+++ b/morpheus/_lib/tests/CMakeLists.txt
@@ -17,53 +17,103 @@ list(APPEND CMAKE_MESSAGE_CONTEXT "tests")
 
 find_package(pybind11 REQUIRED)
 
-# Keep all source files sorted
-add_executable(test_libmorpheus
+include(GoogleTest)
+
+add_library(
+    morpheus_test_utilities
+      test_utils/common.cpp
+)
+
+target_link_libraries(
+  morpheus_test_utilities
+  PRIVATE
+    GTest::gtest
+    morpheus
+)
+
+function (add_morpheus_test TEST_NAME TEST_FILES)
+
+  add_executable(
+    test_${TEST_NAME}
+    ${TEST_FILES}
+  )
+
+  target_link_libraries(
+    test_${TEST_NAME}
+    PRIVATE
+      GTest::gtest
+      GTest::gtest_main
+      matx::matx
+      morpheus
+      morpheus_test_utilities
+      pybind11::embed
+  )
+
+  gtest_discover_tests(test_${TEST_NAME})
+
+  set_target_properties(test_${TEST_NAME}
+    PROPERTIES
+      INSTALL_RPATH "$ORIGIN/.."
+      CUDA_STANDARD 17
+      CUDA_STANDARD_REQUIRED ON
+  )
+
+  install(
+    TARGETS
+      test_${TEST_NAME}
+    RUNTIME DESTINATION
+      "${MORPHEUS_LIB_INSTALL_DIR}/tests"
+    COMPONENT Wheel
+  )
+
+endfunction()
+
+add_morpheus_test(cuda
   test_cuda.cu
+)
+
+add_morpheus_test(data_loader
   io/test_data_loader.cpp
   io/test_data_loader_registry.cpp
   io/test_loaders.cpp
+)
+
+add_morpheus_test(messages
   messages/test_control_message.cpp
   messages/test_dev_doc_ex3.cpp
   messages/test_sliced_message_meta.cpp
+)
+
+add_morpheus_test(modules
   modules/test_data_loader_module.cpp
+)
+
+add_morpheus_test(deserializers
   test_deserializers.cpp
+)
+
+add_morpheus_test(dev_mem_info
   test_dev_mem_info.cpp
+)
+
+add_morpheus_test(file_io
   test_file_in_out.cpp
-  test_main.cpp
-  test_matx_util.cpp
-  test_morpheus.cpp
-  test_multi_slices.cpp
-  test_tensor.cpp
-  test_type_util.cpp
 )
 
-target_link_libraries(test_libmorpheus
-  PRIVATE
-    GTest::gtest
-    matx::matx
-    morpheus
-    pybind11::embed
+add_morpheus_test(matx
+  test_matx_util.cpp
 )
 
-add_test(
-  NAME test_libmorpheus
-  COMMAND $<TARGET_FILE:test_libmorpheus>
+add_morpheus_test(multi_slices
+  test_multi_slices.cpp
 )
 
-set_target_properties(test_libmorpheus
-  PROPERTIES
-    INSTALL_RPATH "$ORIGIN/.."
-    CUDA_STANDARD 17
-    CUDA_STANDARD_REQUIRED ON
+add_morpheus_test(tensor
+  test_tensor.cpp
 )
 
-install(
-  TARGETS
-    test_libmorpheus
-  RUNTIME DESTINATION
-    "${MORPHEUS_LIB_INSTALL_DIR}/tests"
-  COMPONENT Wheel
+add_morpheus_test(type_util
+  test_type_util.cpp
 )
 
 list(POP_BACK CMAKE_MESSAGE_CONTEXT)
diff --git a/morpheus/_lib/tests/io/test_data_loader.cpp b/morpheus/_lib/tests/io/test_data_loader.cpp
index 24fc00df15..c81d5186b5 100644
--- a/morpheus/_lib/tests/io/test_data_loader.cpp
+++ b/morpheus/_lib/tests/io/test_data_loader.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 #include "test_io.hpp"
 
 #include "morpheus/io/data_loader.hpp"
diff --git a/morpheus/_lib/tests/io/test_data_loader_registry.cpp b/morpheus/_lib/tests/io/test_data_loader_registry.cpp
index 4021305776..bd0c85c92d 100644
--- a/morpheus/_lib/tests/io/test_data_loader_registry.cpp
+++ b/morpheus/_lib/tests/io/test_data_loader_registry.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 #include "test_io.hpp"
 
 #include "morpheus/io/data_loader_registry.hpp"
diff --git a/morpheus/_lib/tests/io/test_io.hpp b/morpheus/_lib/tests/io/test_io.hpp
index 9089a6244b..5a05e6a80c 100644
--- a/morpheus/_lib/tests/io/test_io.hpp
+++ b/morpheus/_lib/tests/io/test_io.hpp
@@ -17,7 +17,7 @@
 
 #pragma once
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 
 namespace morpheus::test {
 
diff --git a/morpheus/_lib/tests/io/test_loaders.cpp b/morpheus/_lib/tests/io/test_loaders.cpp
index b4fa67ff67..880468a732 100644
--- a/morpheus/_lib/tests/io/test_loaders.cpp
+++ b/morpheus/_lib/tests/io/test_loaders.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 #include "test_io.hpp"
 
 #include "morpheus/io/loaders/file.hpp"
diff --git a/morpheus/_lib/tests/messages/test_control_message.cpp b/morpheus/_lib/tests/messages/test_control_message.cpp
index 5d225615a7..734707f1fb 100644
--- a/morpheus/_lib/tests/messages/test_control_message.cpp
+++ b/morpheus/_lib/tests/messages/test_control_message.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 #include "test_messages.hpp"
 
 #include "morpheus/messages/control.hpp"
diff --git a/morpheus/_lib/tests/messages/test_dev_doc_ex3.cpp b/morpheus/_lib/tests/messages/test_dev_doc_ex3.cpp
index 9e09e0a1c9..e73ea55570 100644
--- a/morpheus/_lib/tests/messages/test_dev_doc_ex3.cpp
+++ b/morpheus/_lib/tests/messages/test_dev_doc_ex3.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/messages/meta.hpp"        // for MessageMeta
 #include "morpheus/messages/multi.hpp"       // for MultiMessage
diff --git a/morpheus/_lib/tests/messages/test_messages.hpp b/morpheus/_lib/tests/messages/test_messages.hpp
index 8181b3ccaa..47706202e2 100644
--- a/morpheus/_lib/tests/messages/test_messages.hpp
+++ b/morpheus/_lib/tests/messages/test_messages.hpp
@@ -17,7 +17,7 @@
 
 #pragma once
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 
 namespace morpheus::test {
 
diff --git a/morpheus/_lib/tests/messages/test_sliced_message_meta.cpp b/morpheus/_lib/tests/messages/test_sliced_message_meta.cpp
index 08a723b274..12fc351e27 100644
--- a/morpheus/_lib/tests/messages/test_sliced_message_meta.cpp
+++ b/morpheus/_lib/tests/messages/test_sliced_message_meta.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/io/deserializers.hpp"     // for load_table_from_file, prepare_df_index
 #include "morpheus/messages/meta.hpp"        // for MessageMeta and SlicedMessageMeta
diff --git a/morpheus/_lib/tests/modules/test_data_loader_module.cpp b/morpheus/_lib/tests/modules/test_data_loader_module.cpp
index a291252bdb..0f0c0618ad 100644
--- a/morpheus/_lib/tests/modules/test_data_loader_module.cpp
+++ b/morpheus/_lib/tests/modules/test_data_loader_module.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 #include "mrc/runnable/types.hpp"
 #include "test_modules.hpp"
 
diff --git a/morpheus/_lib/tests/modules/test_modules.hpp b/morpheus/_lib/tests/modules/test_modules.hpp
index a542f6e43c..94a9f3934d 100644
--- a/morpheus/_lib/tests/modules/test_modules.hpp
+++ b/morpheus/_lib/tests/modules/test_modules.hpp
@@ -17,7 +17,7 @@
 
 #pragma once
 
-#include "../test_morpheus.hpp"  // IWYU pragma: associated
+#include "../test_utils/common.hpp"  // IWYU pragma: associated
 
 namespace morpheus::test {
 
diff --git a/morpheus/_lib/tests/test_cuda.cu b/morpheus/_lib/tests/test_cuda.cu
index 6d6980bb8c..5ec0114454 100644
--- a/morpheus/_lib/tests/test_cuda.cu
+++ b/morpheus/_lib/tests/test_cuda.cu
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "test_morpheus.hpp"
+#include "./test_utils/common.hpp"
 
 #include <matx.h>
 
diff --git a/morpheus/_lib/tests/test_deserializers.cpp b/morpheus/_lib/tests/test_deserializers.cpp
index de31328a5e..9829f297d8 100644
--- a/morpheus/_lib/tests/test_deserializers.cpp
+++ b/morpheus/_lib/tests/test_deserializers.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "./test_morpheus.hpp"  // IWYU pragma: associated
+#include "./test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/io/deserializers.hpp"
 
diff --git a/morpheus/_lib/tests/test_dev_mem_info.cpp b/morpheus/_lib/tests/test_dev_mem_info.cpp
index 69e3c02c3b..a9ef0c5d31 100644
--- a/morpheus/_lib/tests/test_dev_mem_info.cpp
+++ b/morpheus/_lib/tests/test_dev_mem_info.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "./test_morpheus.hpp"  // IWYU pragma: associated
+#include "./test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/objects/dev_mem_info.hpp"
 #include "morpheus/objects/dtype.hpp"  // for DType
diff --git a/morpheus/_lib/tests/test_file_in_out.cpp b/morpheus/_lib/tests/test_file_in_out.cpp
index 677157443c..612d074330 100644
--- a/morpheus/_lib/tests/test_file_in_out.cpp
+++ b/morpheus/_lib/tests/test_file_in_out.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "./test_morpheus.hpp"  // IWYU pragma: associated
+#include "./test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/io/deserializers.hpp"
 #include "morpheus/io/serializers.hpp"
diff --git a/morpheus/_lib/tests/test_main.cpp b/morpheus/_lib/tests/test_main.cpp
deleted file mode 100644
index 69c430859d..0000000000
--- a/morpheus/_lib/tests/test_main.cpp
+++ /dev/null
@@ -1,29 +0,0 @@
-/*
- * SPDX-FileCopyrightText: Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
- * SPDX-License-Identifier: Apache-2.0
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#include <gflags/gflags.h>  // for ParseCommandLineFlags
-#include <glog/logging.h>
-#include <gtest/gtest.h>  // IWYU pragma: keep
-
-int main(int argc, char** argv)
-{
-    FLAGS_alsologtostderr = true;  // Log to console
-    ::google::InitGoogleLogging("morpheus::test_libmorpheus");
-    ::testing::InitGoogleTest(&argc, argv);
-    ::google::ParseCommandLineFlags(&argc, &argv, true);
-    return RUN_ALL_TESTS();
-}
diff --git a/morpheus/_lib/tests/test_matx_util.cpp b/morpheus/_lib/tests/test_matx_util.cpp
index ddef030127..11dce22fad 100644
--- a/morpheus/_lib/tests/test_matx_util.cpp
+++ b/morpheus/_lib/tests/test_matx_util.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "./test_morpheus.hpp"  // IWYU pragma: associated
+#include "./test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/io/deserializers.hpp"
 #include "morpheus/objects/dev_mem_info.hpp"
diff --git a/morpheus/_lib/tests/test_multi_slices.cpp b/morpheus/_lib/tests/test_multi_slices.cpp
index 98e97d8303..3752b5d039 100644
--- a/morpheus/_lib/tests/test_multi_slices.cpp
+++ b/morpheus/_lib/tests/test_multi_slices.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "./test_morpheus.hpp"  // IWYU pragma: associated
+#include "./test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/io/deserializers.hpp"
 
diff --git a/morpheus/_lib/tests/test_tensor.cpp b/morpheus/_lib/tests/test_tensor.cpp
index 88edf87414..16db893ccc 100644
--- a/morpheus/_lib/tests/test_tensor.cpp
+++ b/morpheus/_lib/tests/test_tensor.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "./test_morpheus.hpp"  // IWYU pragma: associated
+#include "./test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/objects/dtype.hpp"              // for DType
 #include "morpheus/objects/memory_descriptor.hpp"  // for MemoryDescriptor
diff --git a/morpheus/_lib/tests/test_type_util.cpp b/morpheus/_lib/tests/test_type_util.cpp
index 3f2a4e37f2..5da4afa93a 100644
--- a/morpheus/_lib/tests/test_type_util.cpp
+++ b/morpheus/_lib/tests/test_type_util.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "./test_morpheus.hpp"  // IWYU pragma: associated
+#include "./test_utils/common.hpp"  // IWYU pragma: associated
 
 #include "morpheus/objects/dtype.hpp"
 
diff --git a/morpheus/_lib/tests/test_morpheus.cpp b/morpheus/_lib/tests/test_utils/common.cpp
similarity index 99%
rename from morpheus/_lib/tests/test_morpheus.cpp
rename to morpheus/_lib/tests/test_utils/common.cpp
index c4526c6e7e..4518924958 100644
--- a/morpheus/_lib/tests/test_morpheus.cpp
+++ b/morpheus/_lib/tests/test_utils/common.cpp
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-#include "test_morpheus.hpp"
+#include "./common.hpp"
 
 #include "morpheus/io/data_loader_registry.hpp"
 #include "morpheus/io/loaders/file.hpp"
diff --git a/morpheus/_lib/tests/test_morpheus.hpp b/morpheus/_lib/tests/test_utils/common.hpp
similarity index 100%
rename from morpheus/_lib/tests/test_morpheus.hpp
rename to morpheus/_lib/tests/test_utils/common.hpp
diff --git a/scripts/compile.sh b/scripts/compile.sh
index 7e4514c8b1..7bf7fe6108 100755
--- a/scripts/compile.sh
+++ b/scripts/compile.sh
@@ -25,7 +25,7 @@ echo "Runing CMake configure..."
 # Use some standard default values plus CMAKE_ARGS and CMAKE_CONFIGURE_EXTRA_ARGS
 # CMAKE_ARGS is supplied by the conda environment
 # CMAKE_CONFIGURE_EXTRA_ARGS is supplied by the user
-cmake -B ${BUILD_DIR} -GNinja \
+cmake -S . -B ${BUILD_DIR} -GNinja \
    -DCMAKE_MESSAGE_CONTEXT_SHOW=ON \
    -DMORPHEUS_USE_CLANG_TIDY=OFF \
    -DMORPHEUS_PYTHON_INPLACE_BUILD=ON \
@@ -34,7 +34,7 @@ cmake -B ${BUILD_DIR} -GNinja \
    -DMORPHEUS_SUPPORT_DOCA=${MORPHEUS_SUPPORT_DOCA:-OFF} \
    ${INSTALL_PREFIX:+-DCMAKE_INSTALL_PREFIX=${INSTALL_PREFIX}} \
    ${CMAKE_ARGS:+${CMAKE_ARGS}} \
-   ${CMAKE_CONFIGURE_EXTRA_ARGS:+${CMAKE_CONFIGURE_EXTRA_ARGS}} .
+   ${CMAKE_CONFIGURE_EXTRA_ARGS:+${CMAKE_CONFIGURE_EXTRA_ARGS}}
 
 echo "Running CMake build..."
 cmake --build ${BUILD_DIR} -j ${INSTALL_PREFIX:+--target install} "$@"