diff --git a/easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.15.1-foss-2023a-CUDA-12.1.1.eb b/easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.15.1-foss-2023a-CUDA-12.1.1.eb
index 176839679e8..c42d4201898 100644
--- a/easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.15.1-foss-2023a-CUDA-12.1.1.eb
+++ b/easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.15.1-foss-2023a-CUDA-12.1.1.eb
@@ -145,6 +145,7 @@ exts_list = [
             'TensorFlow-2.1.0_fix-cuda-build.patch',
             'TensorFlow-2.4.0_dont-use-var-lock.patch',
             'TensorFlow-2.13.0_add-missing-system-protobuf-targets.patch',
+            'TensorFlow-2.13.0_exclude-xnnpack-on-ppc.patch',
             'TensorFlow-2.15.1_remove-duplicate-gpu-tests.patch',
             'TensorFlow-2.15.1_remove-libclang-dep.patch',
             'TensorFlow-2.15.1_remove-io-gcs-filesystem-dep.patch',
@@ -197,6 +198,8 @@ exts_list = [
              'b14f2493fd2edf79abd1c4f2dde6c98a3e7d5cb9c25ab9386df874d5f072d6b5'},
             {'TensorFlow-2.13.0_add-missing-system-protobuf-targets.patch':
              '77d8c8a5627493fc7c38b4de79d49e60ff6628b05ff969f4cd3ff9857176c459'},
+            {'TensorFlow-2.13.0_exclude-xnnpack-on-ppc.patch':
+             'd0818206846911d946666ded7d3216c0546e37cee1890a2f48dc1a9d71047cad'},
             {'TensorFlow-2.15.1_remove-duplicate-gpu-tests.patch':
              'd8810d5b875de5be8603afd743774ce9dd8c0d4a82314c7fe2f284a080be7498'},
             {'TensorFlow-2.15.1_remove-libclang-dep.patch':
diff --git a/easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.15.1-foss-2023a.eb b/easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.15.1-foss-2023a.eb
index 61fff81cebe..6db18627261 100644
--- a/easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.15.1-foss-2023a.eb
+++ b/easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.15.1-foss-2023a.eb
@@ -140,6 +140,7 @@ exts_list = [
     (name, version, {
         'patches': [
             'TensorFlow-2.13.0_add-missing-system-protobuf-targets.patch',
+            'TensorFlow-2.13.0_exclude-xnnpack-on-ppc.patch',
             'TensorFlow-2.15.1_remove-libclang-dep.patch',
             'TensorFlow-2.15.1_remove-io-gcs-filesystem-dep.patch',
             'TensorFlow-2.15.1_add-default-shell-env.patch',
@@ -186,6 +187,8 @@ exts_list = [
             {'v2.15.1.tar.gz': 'f36416d831f06fe866e149c7cd752da410a11178b01ff5620e9f265511ed57cf'},
             {'TensorFlow-2.13.0_add-missing-system-protobuf-targets.patch':
              '77d8c8a5627493fc7c38b4de79d49e60ff6628b05ff969f4cd3ff9857176c459'},
+            {'TensorFlow-2.13.0_exclude-xnnpack-on-ppc.patch':
+             'd0818206846911d946666ded7d3216c0546e37cee1890a2f48dc1a9d71047cad'},
             {'TensorFlow-2.15.1_remove-libclang-dep.patch':
              '871b2f0221b7a150ac9f563ffad7187e052a7eedd95c20fb4524987d7edb6f21'},
             {'TensorFlow-2.15.1_remove-io-gcs-filesystem-dep.patch':