Hardcoded end-to-end benchmark on MobileNet v1 in QS8 format

- Weights are random and quantization parameters are mocked
- In lieu of QS8 Global Average Pooling, QU8 version is used

PiperOrigin-RevId: 324936126
diff --git a/BUILD.bazel b/BUILD.bazel
index a5a7c46..bd47bfa 100644
--- a/BUILD.bazel
+++ b/BUILD.bazel
@@ -4139,6 +4139,18 @@
 )
 
 cc_library(
+    name = "qs8_mobilenet_v1",
+    srcs = ["models/qs8-mobilenet-v1.cc"],
+    hdrs = ["models/models.h"],
+    copts = xnnpack_std_cxxopts(),
+    linkstatic = True,
+    deps = [
+        ":XNNPACK",
+        "@pthreadpool",
+    ],
+)
+
+cc_library(
     name = "fp32_mobilenet_v2",
     srcs = ["models/fp32-mobilenet-v2.cc"],
     hdrs = ["models/models.h"],
@@ -4229,6 +4241,7 @@
         ":fp32_mobilenet_v2",
         ":fp32_mobilenet_v3_large",
         ":fp32_mobilenet_v3_small",
+        ":qs8_mobilenet_v1",
         "@pthreadpool",
     ],
 )