diff --git a/src/armnn/AsyncExecutionCallback.cpp b/src/armnn/AsyncExecutionCallback.cpp
index 2973e2d..5b87927 100644
--- a/src/armnn/AsyncExecutionCallback.cpp
+++ b/src/armnn/AsyncExecutionCallback.cpp
@@ -14,14 +14,18 @@
 void AsyncExecutionCallback::Notify(armnn::Status status, InferenceTimingPair timeTaken)
 {
     {
+#if !defined(ARMNN_DISABLE_THREADS)
         std::lock_guard<std::mutex> hold(m_Mutex);
+#endif
         // store results and mark as notified
         m_Status    = status;
         m_StartTime = timeTaken.first;
         m_EndTime   = timeTaken.second;
         m_NotificationQueue.push(m_InferenceId);
     }
+#if !defined(ARMNN_DISABLE_THREADS)
     m_Condition.notify_all();
+#endif
 }
 
 armnn::Status AsyncExecutionCallback::GetStatus() const
@@ -41,7 +45,12 @@
 
 std::shared_ptr<AsyncExecutionCallback> AsyncCallbackManager::GetNewCallback()
 {
-    auto cb = std::make_unique<AsyncExecutionCallback>(m_NotificationQueue, m_Mutex, m_Condition);
+    auto cb = std::make_unique<AsyncExecutionCallback>(m_NotificationQueue
+#if !defined(ARMNN_DISABLE_THREADS)
+                                                       , m_Mutex
+                                                       , m_Condition
+#endif
+        );
     InferenceId id = cb->GetInferenceId();
     m_Callbacks.insert({id, std::move(cb)});
 
@@ -50,10 +59,11 @@
 
 std::shared_ptr<AsyncExecutionCallback> AsyncCallbackManager::GetNotifiedCallback()
 {
+#if !defined(ARMNN_DISABLE_THREADS)
     std::unique_lock<std::mutex> lock(m_Mutex);
 
     m_Condition.wait(lock, [this] { return !m_NotificationQueue.empty(); });
-
+#endif
     InferenceId id = m_NotificationQueue.front();
     m_NotificationQueue.pop();
 
@@ -64,4 +74,4 @@
 
 } // namespace experimental
 
-} // namespace armnn
\ No newline at end of file
+} // namespace armnn
diff --git a/src/armnn/AsyncExecutionCallback.hpp b/src/armnn/AsyncExecutionCallback.hpp
index 2ff73b3..9eab06b 100644
--- a/src/armnn/AsyncExecutionCallback.hpp
+++ b/src/armnn/AsyncExecutionCallback.hpp
@@ -28,12 +28,17 @@
     static InferenceId nextID;
 
 public:
-    AsyncExecutionCallback(std::queue<InferenceId>& notificationQueue,
-                           std::mutex& mutex,
-                           std::condition_variable& condition)
+    AsyncExecutionCallback(std::queue<InferenceId>& notificationQueue
+#if !defined(ARMNN_DISABLE_THREADS)
+                           , std::mutex& mutex
+                           , std::condition_variable& condition
+#endif
+        )
         : m_NotificationQueue(notificationQueue)
+#if !defined(ARMNN_DISABLE_THREADS)
         , m_Mutex(mutex)
         , m_Condition(condition)
+#endif
         , m_InferenceId(++nextID)
     {}
 
@@ -53,8 +58,10 @@
 
 private:
     std::queue<InferenceId>& m_NotificationQueue;
+#if !defined(ARMNN_DISABLE_THREADS)
     std::mutex&              m_Mutex;
     std::condition_variable& m_Condition;
+#endif
 
     HighResolutionClock m_StartTime;
     HighResolutionClock m_EndTime;
@@ -73,12 +80,14 @@
     std::shared_ptr<AsyncExecutionCallback> GetNotifiedCallback();
 
 private:
+#if !defined(ARMNN_DISABLE_THREADS)
     std::mutex              m_Mutex;
     std::condition_variable m_Condition;
+#endif
     std::unordered_map<InferenceId, std::shared_ptr<AsyncExecutionCallback>> m_Callbacks;
     std::queue<InferenceId> m_NotificationQueue;
 };
 
 } // namespace experimental
 
-} // namespace armnn
\ No newline at end of file
+} // namespace armnn
diff --git a/src/armnn/LoadedNetwork.cpp b/src/armnn/LoadedNetwork.cpp
index 0e57735..f10fb89 100644
--- a/src/armnn/LoadedNetwork.cpp
+++ b/src/armnn/LoadedNetwork.cpp
@@ -1087,13 +1087,18 @@
     }
 }
 
-void LoadedNetwork::AllocateWorkingMemory(std::lock_guard<std::mutex>& lock)
+void LoadedNetwork::AllocateWorkingMemory(
+#if !defined(ARMNN_DISABLE_THREADS)
+     std::lock_guard<std::mutex>& lock
+#endif
+    )
 {
     ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "Working Memory Allocation");
 
+#if !defined(ARMNN_DISABLE_THREADS)
     // this unused parameter makes sure we can only call this function with a valid lock
     IgnoreUnused(lock);
-
+#endif
     if (m_IsWorkingMemAllocated)
     {
         return;
@@ -1122,7 +1127,9 @@
 
 void LoadedNetwork::FreeWorkingMemory()
 {
+#if !defined(ARMNN_DISABLE_THREADS)
     std::lock_guard<std::mutex> lockGuard(m_WorkingMemMutex);
+#endif
 
     if (!m_IsWorkingMemAllocated)
     {
@@ -1159,8 +1166,12 @@
 
     try
     {
+#if !defined(ARMNN_DISABLE_THREADS)
         std::lock_guard<std::mutex> lockGuard(m_WorkingMemMutex);
         AllocateWorkingMemory(lockGuard);
+#else
+        AllocateWorkingMemory();
+#endif
 
         ProfilingDynamicGuid workloadInferenceID(0);
         auto ExecuteQueue = [&timelineUtils, &workloadInferenceID, &inferenceGuid](WorkloadQueue& queue)
diff --git a/src/armnn/LoadedNetwork.hpp b/src/armnn/LoadedNetwork.hpp
index 8294055..45f94cb 100644
--- a/src/armnn/LoadedNetwork.hpp
+++ b/src/armnn/LoadedNetwork.hpp
@@ -102,7 +102,11 @@
 private:
 
 
-    void AllocateWorkingMemory(std::lock_guard<std::mutex>& lock);
+    void AllocateWorkingMemory(
+#if !defined(ARMNN_DISABLE_THREADS)
+        std::lock_guard<std::mutex>& lock
+#endif
+    );
     void AllocateAndExecuteConstantWorkloads();
     void AllocateAndExecuteConstantWorkloadsAsync();
 
@@ -151,7 +155,9 @@
     WorkloadQueue                      m_WorkloadQueue;
     WorkloadQueue                      m_OutputQueue;
 
+#if !defined(ARMNN_DISABLE_THREADS)
     mutable std::mutex m_WorkingMemMutex;
+#endif
 
     bool m_IsWorkingMemAllocated = false;
 
diff --git a/src/armnn/Runtime.cpp b/src/armnn/Runtime.cpp
index 657c907..75b1ee8 100644
--- a/src/armnn/Runtime.cpp
+++ b/src/armnn/Runtime.cpp
@@ -205,7 +205,9 @@
     }
 
     {
+#if !defined(ARMNN_DISABLE_THREADS)
         std::lock_guard<std::mutex> lockGuard(m_Mutex);
+#endif
 
         // Stores the network
         m_LoadedNetworks[networkIdOut] = std::move(loadedNetwork);
@@ -242,7 +244,9 @@
     std::unique_ptr<arm::pipe::TimelineUtilityMethods> timelineUtils =
         arm::pipe::TimelineUtilityMethods::GetTimelineUtils(*m_ProfilingService.get());
     {
+#if !defined(ARMNN_DISABLE_THREADS)
         std::lock_guard<std::mutex> lockGuard(m_Mutex);
+#endif
 
         // If timeline recording is on mark the Network end of life
         if (timelineUtils)
@@ -586,7 +590,9 @@
 
 LoadedNetwork* RuntimeImpl::GetLoadedNetworkPtr(NetworkId networkId) const
 {
+#if !defined(ARMNN_DISABLE_THREADS)
     std::lock_guard<std::mutex> lockGuard(m_Mutex);
+#endif
     return m_LoadedNetworks.at(networkId).get();
 }
 
diff --git a/src/armnn/Runtime.hpp b/src/armnn/Runtime.hpp
index 51a8aff..376cdbc 100644
--- a/src/armnn/Runtime.hpp
+++ b/src/armnn/Runtime.hpp
@@ -126,7 +126,9 @@
     template<typename Func>
     void LoadedNetworkFuncSafe(NetworkId networkId, Func f)
     {
+#if !defined(ARMNN_DISABLE_THREADS)
         std::lock_guard<std::mutex> lockGuard(m_Mutex);
+#endif
         auto iter = m_LoadedNetworks.find(networkId);
         if (iter != m_LoadedNetworks.end())
         {
@@ -137,7 +139,9 @@
     /// Loads any available/compatible dynamic backend in the runtime.
     void LoadDynamicBackends(const std::string& overrideBackendPath);
 
+#if !defined(ARMNN_DISABLE_THREADS)
     mutable std::mutex m_Mutex;
+#endif
 
     /// Map of Loaded Networks with associated GUID as key
     LoadedNetworks m_LoadedNetworks;
diff --git a/src/armnn/Threadpool.cpp b/src/armnn/Threadpool.cpp
index 4289a4b..df4ff84 100644
--- a/src/armnn/Threadpool.cpp
+++ b/src/armnn/Threadpool.cpp
@@ -2,7 +2,7 @@
 // Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
-
+#if !defined(ARMNN_DISABLE_THREADS)
 
 #include <armnn/Threadpool.hpp>
 
@@ -204,3 +204,5 @@
 } // namespace experimental
 
 } // namespace armnn
+
+#endif
diff --git a/src/armnn/Utils.cpp b/src/armnn/Utils.cpp
index b9f948a..33d654f 100644
--- a/src/armnn/Utils.cpp
+++ b/src/armnn/Utils.cpp
@@ -6,7 +6,7 @@
 #include "armnn/Utils.hpp"
 #include "armnn/Version.hpp"
 
-#if !defined(BARE_METAL) && (defined(__arm__) || defined(__aarch64__))
+#if !defined(ARMNN_BUILD_BARE_METAL) && (defined(__arm__) || defined(__aarch64__))
 
 #include <sys/auxv.h>
 #include <asm/hwcap.h>
@@ -36,11 +36,11 @@
 // Detect the presence of Neon on Linux
 bool NeonDetected()
 {
-#if !defined(BARE_METAL) && (defined(__arm__) || defined(__aarch64__))
+#if !defined(ARMNN_BUILD_BARE_METAL) && (defined(__arm__) || defined(__aarch64__))
     auto hwcaps= getauxval(AT_HWCAP);
 #endif
 
-#if !defined(BARE_METAL) && defined(__aarch64__)
+#if !defined(ARMNN_BUILD_BARE_METAL) && defined(__aarch64__)
 
     if (hwcaps & HWCAP_ASIMD)
     {
@@ -54,7 +54,7 @@
     }
 
 #endif
-#if !defined(BARE_METAL) && defined(__arm__)
+#if !defined(ARMNN_BUILD_BARE_METAL) && defined(__arm__)
 
     if (hwcaps & HWCAP_NEON)
     {
@@ -79,4 +79,4 @@
     return ARMNN_VERSION;
 }
 
-} // namespace armnn
\ No newline at end of file
+} // namespace armnn
diff --git a/src/armnnSerializer/CMakeLists.txt b/src/armnnSerializer/CMakeLists.txt
index 9c90af2..5820131 100755
--- a/src/armnnSerializer/CMakeLists.txt
+++ b/src/armnnSerializer/CMakeLists.txt
@@ -29,7 +29,11 @@
         ../armnnDeserializer/Deserializer.cpp
         )
 
-    add_library_ex(armnnSerializer SHARED ${armnn_serializer_sources})
+    if(BUILD_BARE_METAL)
+        add_library_ex(armnnSerializer STATIC ${armnn_serializer_sources})
+    else()
+        add_library_ex(armnnSerializer SHARED ${armnn_serializer_sources})
+    endif()
 
     include_directories(SYSTEM "${FLATBUFFERS_INCLUDE_PATH}")
     set_target_properties(armnnSerializer PROPERTIES LIBRARY_OUTPUT_DIRECTORY ${PROJECT_BINARY_DIR})
diff --git a/src/armnnTestUtils/CMakeLists.txt b/src/armnnTestUtils/CMakeLists.txt
index b90a71e..3f6fb415 100755
--- a/src/armnnTestUtils/CMakeLists.txt
+++ b/src/armnnTestUtils/CMakeLists.txt
@@ -29,11 +29,21 @@
         TensorCopyUtils.cpp
         TestUtils.cpp
         TestUtils.hpp
+        )
+
+if(NOT BUILD_BARE_METAL)
+list(APPEND armnnTestUtils_sources
         UnitTests.cpp
         UnitTests.hpp
         )
+endif()
 
-add_library_ex(armnnTestUtils SHARED ${armnnTestUtils_sources})
+
+if(BUILD_BARE_METAL)
+    add_library_ex(armnnTestUtils STATIC ${armnnTestUtils_sources})
+else()
+    add_library_ex(armnnTestUtils SHARED ${armnnTestUtils_sources})
+endif()
 
 set_target_properties(armnnTestUtils PROPERTIES LIBRARY_OUTPUT_DIRECTORY ${PROJECT_BINARY_DIR})
 
@@ -59,4 +69,4 @@
 
 add_library(Armnn::armnnTestUtils ALIAS armnnTestUtils)
 
-set_target_properties(armnnTestUtils PROPERTIES VERSION ${ARMNN_TEST_UTILS_LIB_VERSION} SOVERSION ${ARMNN_TEST_UTILS_LIB_SOVERSION})
\ No newline at end of file
+set_target_properties(armnnTestUtils PROPERTIES VERSION ${ARMNN_TEST_UTILS_LIB_VERSION} SOVERSION ${ARMNN_TEST_UTILS_LIB_SOVERSION})
diff --git a/src/armnnUtils/Filesystem.cpp b/src/armnnUtils/Filesystem.cpp
index 1f636d8..d917e50 100644
--- a/src/armnnUtils/Filesystem.cpp
+++ b/src/armnnUtils/Filesystem.cpp
@@ -2,6 +2,7 @@
 // Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
+#if !defined(ARMNN_DISABLE_FILESYSTEM)
 
 #include <armnnUtils/Filesystem.hpp>
 
@@ -31,5 +32,7 @@
     return namedTempFile;
 }
 
-}
-}
+} // namespace armnnUtils
+} // namespace Filesystem
+
+#endif // !defined(ARMNN_DISABLE_FILESYSTEM)
diff --git a/src/backends/backendsCommon/DynamicBackendUtils.cpp b/src/backends/backendsCommon/DynamicBackendUtils.cpp
index 3d042dc..7e4edce 100644
--- a/src/backends/backendsCommon/DynamicBackendUtils.cpp
+++ b/src/backends/backendsCommon/DynamicBackendUtils.cpp
@@ -29,6 +29,7 @@
 
     return sharedObjectHandle;
 #else
+    armnn::IgnoreUnused(sharedObjectPath);
     throw RuntimeException("Dynamic backends not supported on this platform");
 #endif
 }
@@ -43,6 +44,7 @@
 
     dlclose(const_cast<void*>(sharedObjectHandle));
 #else
+    armnn::IgnoreUnused(sharedObjectHandle);
     throw RuntimeException("Dynamic backends not supported on this platform");
 #endif
 }
@@ -148,6 +150,7 @@
         return false;
     }
 
+#if !defined(ARMNN_DISABLE_FILESYSTEM)
     fs::path fsPath(path);
 
     if (!fs::exists(fsPath))
@@ -167,6 +170,7 @@
         ARMNN_LOG(warning) << "WARNING: The given backend path \"" << path << "\" is not absolute";
         return false;
     }
+#endif // !defined(ARMNN_DISABLE_FILESYSTEM)
 
     return true;
 }
@@ -176,6 +180,7 @@
     std::unordered_set<std::string> uniqueSharedObjects;
     std::vector<std::string> sharedObjects;
 
+#if !defined(ARMNN_DISABLE_FILESYSTEM)
     for (const std::string& backendPath : backendPaths)
     {
         using namespace fs;
@@ -254,6 +259,9 @@
             }
         }
     }
+#else
+    armnn::IgnoreUnused(backendPaths);
+#endif // !defined(ARMNN_DISABLE_FILESYSTEM)
 
     return sharedObjects;
 }
diff --git a/src/backends/backendsCommon/DynamicBackendUtils.hpp b/src/backends/backendsCommon/DynamicBackendUtils.hpp
index 32215ad..71747fc 100644
--- a/src/backends/backendsCommon/DynamicBackendUtils.hpp
+++ b/src/backends/backendsCommon/DynamicBackendUtils.hpp
@@ -80,6 +80,8 @@
 
     return entryPoint;
 #else
+    armnn::IgnoreUnused(sharedObjectHandle);
+    armnn::IgnoreUnused(symbolName);
     throw RuntimeException("Dynamic backends not supported on this platform");
 #endif
 }
diff --git a/src/backends/dynamic/reference/CMakeLists.txt b/src/backends/dynamic/reference/CMakeLists.txt
index 67e3495..de46f7a 100644
--- a/src/backends/dynamic/reference/CMakeLists.txt
+++ b/src/backends/dynamic/reference/CMakeLists.txt
@@ -3,6 +3,8 @@
 # SPDX-License-Identifier: MIT
 #
 
+if(NOT BUILD_BARE_METAL)
+
 # File needed to wrap the existing backend into a dynamic one
 list(APPEND armnnRefDynamicBackend_sources
     RefDynamicBackend.cpp
@@ -30,3 +32,6 @@
 target_include_directories(Arm_CpuRef_backend PRIVATE ${PROJECT_SOURCE_DIR}/profiling/client/include)
 set_target_properties(Arm_CpuRef_backend PROPERTIES PREFIX "")
 target_link_libraries(Arm_CpuRef_backend armnn)
+
+# BUILD_BARE_METAL
+endif()
diff --git a/src/backends/reference/workloads/ConvImpl.cpp b/src/backends/reference/workloads/ConvImpl.cpp
index e1bbc6b..320690e 100644
--- a/src/backends/reference/workloads/ConvImpl.cpp
+++ b/src/backends/reference/workloads/ConvImpl.cpp
@@ -25,7 +25,7 @@
     {
         const double q = std::frexp(multiplier, &m_RightShift);
         m_RightShift = -m_RightShift;
-        int64_t qFixed = static_cast<int64_t>(std::round(q * (1ll << 31)));
+        int64_t qFixed = static_cast<int64_t>(::round(q * (1ll << 31)));
         ARMNN_ASSERT(qFixed <= (1ll << 31));
         if (qFixed == (1ll << 31))
         {