diff --git a/third_party/toolchains/BUILD b/third_party/toolchains/BUILD
index 2df2c3c0050..3717ec1f8cc 100644
--- a/third_party/toolchains/BUILD
+++ b/third_party/toolchains/BUILD
@@ -206,6 +206,49 @@ platform(
         """ % container_digests["cuda10.0-cudnn7-ubuntu16.04-manylinux2010"],
 )
 
+# Built with //tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010.
+platform(
+    name = "rbe_cuda10.1-cudnn7-ubuntu16.04-manylinux2010",
+    constraint_values = [
+        "@bazel_tools//platforms:x86_64",
+        "@bazel_tools//platforms:linux",
+    ],
+    remote_execution_properties = """
+        properties: {
+            name: "container-image"
+            value:"docker://gcr.io/tensorflow-testing/nosla-cuda10.1-cudnn7-ubuntu16.04-manylinux2010@%s"
+        }
+        properties: {
+            name: "Pool"
+            value: "default"
+        }
+        """ % container_digests["cuda10.1-cudnn7-ubuntu16.04-manylinux2010"],
+)
+
+# The above platform with GPU support.
+platform(
+    name = "rbe_cuda10.1-cudnn7-ubuntu16.04-manylinux2010-gpu",
+    constraint_values = [
+        "@bazel_tools//platforms:x86_64",
+        "@bazel_tools//platforms:linux",
+        ":gpu_test",
+    ],
+    remote_execution_properties = """
+        properties: {
+            name: "container-image"
+            value: "docker://gcr.io/tensorflow-testing/nosla-cuda10.1-cudnn7-ubuntu16.04-manylinux2010@%s"
+        }
+        properties: {
+            name: "dockerRuntime"
+            value: "nvidia"
+        }
+        properties: {
+            name: "Pool"
+            value: "gpu-pool"
+        }
+        """ % container_digests["cuda10.1-cudnn7-ubuntu16.04-manylinux2010"],
+)
+
 # Built with //tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu16.04
 platform(
     name = "rbe_rocm-ubuntu16.04",