diff --git a/tensorflow/workspace2.bzl b/tensorflow/workspace2.bzl
index be83c971749..134aa31ec60 100644
--- a/tensorflow/workspace2.bzl
+++ b/tensorflow/workspace2.bzl
@@ -182,6 +182,7 @@ def _tf_repositories():
         name = "cpuinfo",
         sha256 = "2bf2b62eb86e2d2eaf862d0b9683a6c467a4d69fb2f7f1dc47c799809148608f",
         strip_prefix = "cpuinfo-fa1c679da8d19e1d87f20175ae1ec10995cd3dd3",
+        patch_file = ["//third_party/cpuinfo:cpuinfo_ppc64le_support.patch"],
         urls = tf_mirror_urls("https://github.com/pytorch/cpuinfo/archive/fa1c679da8d19e1d87f20175ae1ec10995cd3dd3.zip"),
     )
 
diff --git a/third_party/cpuinfo/BUILD b/third_party/cpuinfo/BUILD
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/third_party/cpuinfo/cpuinfo_ppc64le_support.patch b/third_party/cpuinfo/cpuinfo_ppc64le_support.patch
new file mode 100644
index 00000000000..9d735af3b5f
--- /dev/null
+++ b/third_party/cpuinfo/cpuinfo_ppc64le_support.patch
@@ -0,0 +1,24 @@
+diff --git a/BUILD.bazel b/BUILD.bazel
+index 2c6375f..5417d7e 100644
+--- a/BUILD.bazel
++++ b/BUILD.bazel
+@@ -137,6 +137,7 @@ cc_library(
+         ":linux_riscv32": COMMON_SRCS + RISCV_SRCS + LINUX_SRCS + LINUX_RISCV_SRCS,
+         ":linux_riscv64": COMMON_SRCS + RISCV_SRCS + LINUX_SRCS + LINUX_RISCV_SRCS,
+         ":linux_s390x": COMMON_SRCS + LINUX_SRCS,
++               ":linux_ppc64le": COMMON_SRCS + LINUX_SRCS,
+         ":macos_x86_64": COMMON_SRCS + X86_SRCS + MACH_SRCS + MACH_X86_SRCS,
+         ":macos_x86_64_legacy": COMMON_SRCS + X86_SRCS + MACH_SRCS + MACH_X86_SRCS,
+         ":macos_arm64": COMMON_SRCS + MACH_SRCS + MACH_ARM_SRCS,
+@@ -277,6 +278,11 @@ config_setting(
+     values = {"cpu": "s390x"},
+ )
+
++config_setting(
++    name = "linux_ppc64le",
++    values = {"cpu": "ppc"},
++)
++
+ config_setting(
+     name = "macos_x86_64_legacy",
+     values = {