diff --git a/CMakeLists.txt b/CMakeLists.txt
index 06e007e58eff..aac299fc5f12 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -443,14 +443,17 @@ else()
   set(CMAKE_CUDA_STANDARD 14)
 endif()
 
-add_lib_info(${CMAKE_CURRENT_LIST_DIR}/src/support/libinfo.cc)
+set(LIBINFO_FILE ${CMAKE_CURRENT_LIST_DIR}/src/support/libinfo.cc)
+add_lib_info(${LIBINFO_FILE})
+list(REMOVE_ITEM COMPILER_SRCS ${LIBINFO_FILE})
 
 # TODO(trevmorr): Update tvm_runtime_static to match other targets
 add_library(tvm_runtime_static STATIC ${RUNTIME_SRCS})
 add_library(tvm_objs OBJECT ${COMPILER_SRCS})
 add_library(tvm_runtime_objs OBJECT ${RUNTIME_SRCS})
+add_library(tvm_libinfo_objs OBJECT ${LIBINFO_FILE})
 
-add_library(tvm SHARED $<TARGET_OBJECTS:tvm_objs> $<TARGET_OBJECTS:tvm_runtime_objs>)
+add_library(tvm SHARED $<TARGET_OBJECTS:tvm_objs> $<TARGET_OBJECTS:tvm_runtime_objs> $<TARGET_OBJECTS:tvm_libinfo_objs>)
 set_property(TARGET tvm APPEND PROPERTY LINK_OPTIONS "${TVM_NO_UNDEFINED_SYMBOLS}")
 set_property(TARGET tvm APPEND PROPERTY LINK_OPTIONS "${TVM_VISIBILITY_FLAG}")
 if(BUILD_STATIC_RUNTIME)
@@ -466,9 +469,10 @@ else()
   set_property(TARGET tvm_runtime APPEND PROPERTY LINK_OPTIONS "${TVM_NO_UNDEFINED_SYMBOLS}")
 endif()
 set_property(TARGET tvm_runtime APPEND PROPERTY LINK_OPTIONS "${TVM_VISIBILITY_FLAG}")
-target_compile_definitions(tvm_runtime_static PUBLIC DMLC_USE_LOGGING_LIBRARY=<tvm/runtime/logging.h>)
+
 target_compile_definitions(tvm_objs PUBLIC DMLC_USE_LOGGING_LIBRARY=<tvm/runtime/logging.h>)
 target_compile_definitions(tvm_runtime_objs PUBLIC DMLC_USE_LOGGING_LIBRARY=<tvm/runtime/logging.h>)
+target_compile_definitions(tvm_libinfo_objs PUBLIC DMLC_USE_LOGGING_LIBRARY=<tvm/runtime/logging.h>)
 target_compile_definitions(tvm PUBLIC DMLC_USE_LOGGING_LIBRARY=<tvm/runtime/logging.h>)
 target_compile_definitions(tvm_runtime PUBLIC DMLC_USE_LOGGING_LIBRARY=<tvm/runtime/logging.h>)
 
@@ -496,19 +500,24 @@ if(USE_RELAY_DEBUG)
   target_compile_definitions(tvm_objs PRIVATE "TVM_LOG_DEBUG")
   target_compile_definitions(tvm_runtime_objs PRIVATE "USE_RELAY_DEBUG")
   target_compile_definitions(tvm_runtime_objs PRIVATE "TVM_LOG_DEBUG")
+  target_compile_definitions(tvm_libinfo_objs PRIVATE "USE_RELAY_DEBUG")
+  target_compile_definitions(tvm_libinfo_objs PRIVATE "TVM_LOG_DEBUG")
 else()
   target_compile_definitions(tvm_objs PRIVATE "NDEBUG")
   target_compile_definitions(tvm_runtime_objs PRIVATE "NDEBUG")
+  target_compile_definitions(tvm_libinfo_objs PRIVATE "NDEBUG")
 endif(USE_RELAY_DEBUG)
 
 if(USE_FALLBACK_STL_MAP)
   message(STATUS "Building with STL Map...")
   target_compile_definitions(tvm_objs PRIVATE "USE_FALLBACK_STL_MAP=1")
   target_compile_definitions(tvm_runtime_objs PRIVATE "USE_FALLBACK_STL_MAP=1")
+  target_compile_definitions(tvm_libinfo_objs PRIVATE "USE_FALLBACK_STL_MAP=1")
 else()
   message(STATUS "Building with TVM Map...")
   target_compile_definitions(tvm_objs PRIVATE "USE_FALLBACK_STL_MAP=0")
   target_compile_definitions(tvm_runtime_objs PRIVATE "USE_FALLBACK_STL_MAP=0")
+  target_compile_definitions(tvm_libinfo_objs PRIVATE "USE_FALLBACK_STL_MAP=0")
 endif(USE_FALLBACK_STL_MAP)
 
 if(BUILD_FOR_HEXAGON)
@@ -539,17 +548,23 @@ target_include_directories(
 target_include_directories(
   tvm_objs
   PUBLIC "topi/include")
+target_include_directories(
+  tvm_libinfo_objs
+  PUBLIC "topi/include")
 set(CRC16_INCLUDE_PATH "3rdparty/libcrc/include")
 target_include_directorieS(
   tvm_objs
   PRIVATE "${CRC16_INCLUDE_PATH}")
+target_include_directorieS(
+  tvm_libinfo_objs
+  PRIVATE "${CRC16_INCLUDE_PATH}")
 target_include_directorieS(
   tvm_runtime_objs
   PRIVATE "${CRC16_INCLUDE_PATH}")
 
 set(TVM_TEST_LIBRARY_NAME tvm)
 if (HIDE_PRIVATE_SYMBOLS AND NOT ${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
-  add_library(tvm_allvisible SHARED $<TARGET_OBJECTS:tvm_objs> $<TARGET_OBJECTS:tvm_runtime_objs>)
+  add_library(tvm_allvisible SHARED $<TARGET_OBJECTS:tvm_objs> $<TARGET_OBJECTS:tvm_runtime_objs> $<TARGET_OBJECTS:tvm_libinfo_objs>)
   target_include_directories(tvm_allvisible PUBLIC "$<TARGET_PROPERTY:tvm,INCLUDE_DIRECTORIES>")
   target_link_libraries(tvm_allvisible PRIVATE "$<TARGET_PROPERTY:tvm,LINK_LIBRARIES>")
   set(TVM_TEST_LIBRARY_NAME tvm_allvisible)
@@ -627,6 +642,7 @@ endif(INSTALL_DEV)
 # More target definitions
 if(MSVC)
   target_compile_definitions(tvm_objs PRIVATE -DTVM_EXPORTS)
+  target_compile_definitions(tvm_libinfo_objs PRIVATE -DTVM_EXPORTS)
   target_compile_definitions(tvm_runtime_objs PRIVATE -DTVM_EXPORTS)
   target_compile_definitions(tvm_runtime_static PRIVATE -DTVM_EXPORTS)
 endif()
@@ -644,6 +660,7 @@ if(TVM_IS_DEBUG_BUILD)
   if(FILE_PREFIX_MAP_SUPPORTED)
     target_compile_options(tvm PRIVATE $<$<COMPILE_LANGUAGE:CXX>:${FILE_PREFIX_MAP_FLAG}>)
     target_compile_options(tvm_objs PRIVATE $<$<COMPILE_LANGUAGE:CXX>:${FILE_PREFIX_MAP_FLAG}>)
+    target_compile_options(tvm_libinfo_objs PRIVATE $<$<COMPILE_LANGUAGE:CXX>:${FILE_PREFIX_MAP_FLAG}>)
     target_compile_options(tvm_runtime PRIVATE $<$<COMPILE_LANGUAGE:CXX>:${FILE_PREFIX_MAP_FLAG}>)
     target_compile_options(tvm_runtime_objs PRIVATE $<$<COMPILE_LANGUAGE:CXX>:${FILE_PREFIX_MAP_FLAG}>)
   endif()