diff --git a/configure.py b/configure.py
index 361bd47..4f99851 100644
--- a/configure.py
+++ b/configure.py
@@ -1521,6 +1521,13 @@
     else:
       set_trisycl_include_dir(environ_cp)
 
+  set_action_env_var(environ_cp, 'TF_NEED_ROCM', 'ROCm', False)
+  if (environ_cp.get('TF_NEED_ROCM') == '1' and
+      'LD_LIBRARY_PATH' in environ_cp and environ_cp.get(
+      'LD_LIBRARY_PATH') != '1'):
+      write_action_env_to_bazelrc('LD_LIBRARY_PATH',
+                                  environ_cp.get('LD_LIBRARY_PATH'))
+
   set_action_env_var(environ_cp, 'TF_NEED_CUDA', 'CUDA', False)
   if (environ_cp.get('TF_NEED_CUDA') == '1' and
       'TF_CUDA_CONFIG_REPO' not in environ_cp):
@@ -1561,6 +1568,19 @@
       write_to_bazelrc('build --config=download_clang')
       write_to_bazelrc('test --config=download_clang')
 
+  # SYCL / ROCm / CUDA are mutually exclusive.
+  # At most 1 GPU platform can be configured.
+  gpu_platform_count = 0
+  if environ_cp.get('TF_NEED_OPENCL_SYCL') == '1':
+    gpu_platform_count += 1
+  if environ_cp.get('TF_NEED_ROCM') == '1':
+    gpu_platform_count += 1
+  if environ_cp.get('TF_NEED_CUDA') == '1':
+    gpu_platform_count += 1
+  if gpu_platform_count >= 2:
+    raise UserInputError('SYCL / CUDA / ROCm are mututally exclusive. '
+                         'At most 1 GPU platform can be configured.')
+
   set_build_var(environ_cp, 'TF_NEED_MPI', 'MPI', 'with_mpi_support', False)
   if environ_cp.get('TF_NEED_MPI') == '1':
     set_mpi_home(environ_cp)