Update cuda and cudnn paths to for debian

configure.py

@@ -839,15 +839,16 @@ def set_tf_cuda_version(environ_cp):
       cuda_toolkit_path = cygpath(cuda_toolkit_path)
 
     if is_windows():
-      cuda_rt_lib_path = 'lib/x64/cudart.lib'
+      cuda_rt_lib_paths = ['lib/x64/cudart.lib']
     elif is_linux():
-      cuda_rt_lib_path = 'lib64/libcudart.so.%s' % tf_cuda_version
+      cuda_rt_lib_paths = ['%s/libcudart.so.%s' % (x, tf_cuda_version)
+                           for x in ['lib64', 'lib/x86_64-linux-gnu']]
     elif is_macos():
-      cuda_rt_lib_path = 'lib/libcudart.%s.dylib' % tf_cuda_version
+      cuda_rt_lib_paths = ['lib/libcudart.%s.dylib' % tf_cuda_version]
 
-    cuda_toolkit_path_full = os.path.join(cuda_toolkit_path, cuda_rt_lib_path)
-    if os.path.exists(cuda_toolkit_path_full):
-      break
+    cuda_toolkit_paths_full = [os.path.join(cuda_toolkit_path, x) for x in cuda_rt_lib_paths]
+    if any([os.path.exists(x) for x in cuda_toolkit_paths_full]):
+        break
 
     # Reset and retry
     print('Invalid path to CUDA %s toolkit. %s cannot be found' %

third_party/gpus/cuda_configure.bzl

@@ -61,6 +61,7 @@ CUDA_LIB_PATHS = [
 CUPTI_HEADER_PATHS = [
     "extras/CUPTI/include/",
     "include/cuda/CUPTI/",
+    "include/",
 ]
 
 # Lookup paths for the cupti library, relative to the
@@ -69,7 +70,7 @@ CUPTI_HEADER_PATHS = [
 # the other CUDA libraries but rather in a special extras/CUPTI directory.
 CUPTI_LIB_PATHS = [
     "extras/CUPTI/lib64/",
-    "lib/x86_64-linux-gnu",
+    "lib/x86_64-linux-gnu/",
     "lib64/",
     "extras/CUPTI/libx64/",
     "extras/CUPTI/lib/",
@@ -96,6 +97,7 @@ CUDNN_INCLUDE_PATHS = [
 NVVM_LIBDEVICE_PATHS = [
     "nvvm/libdevice/",
     "share/cuda/",
+    "lib/nvidia-cuda-toolkit/libdevice/",
 ]
 
 # Files used to detect the NVVM libdevice path.