[DOC] Update Model Links to Include Commit (#17015)

The ONNX pretrained ResNet model URLs have been updated in the autoTVM documentation. The previous URLs are no longer valid, and this change points to the correct URLs.

Related PR:
onnx/models#644

apps/wasm-standalone/wasm-graph/tools/build_graph_lib.py

@@ -34,7 +34,7 @@
 
 # This example uses resnet50-v2-7 model
 model_url = (
-    "https://github.com/onnx/models/raw/main/"
+    "https://github.com/onnx/models/raw/bd206494e8b6a27b25e5cf7199dbcdbfe9d05d1c/"
     "vision/classification/resnet/model/"
     "resnet50-v2-7.onnx"
 )

gallery/tutorial/autotvm_relay_x86.py

@@ -87,7 +87,7 @@
 #   Documentation.
 
 model_url = (
-    "https://github.com/onnx/models/raw/main/"
+    "https://github.com/onnx/models/raw/bd206494e8b6a27b25e5cf7199dbcdbfe9d05d1c/"
     "vision/classification/resnet/model/"
     "resnet50-v2-7.onnx"
 )

tests/python/contrib/test_hexagon/test_models.py

@@ -30,7 +30,7 @@ def get_mobilenet():
     """Download and import mobilenet model with ONNX"""
     onnx = pytest.importorskip("onnx")
 
-    model_url = "https://github.com/onnx/models/raw/main/vision/classification/mobilenet/model/mobilenetv2-7.onnx"  # pylint: disable=line-too-long
+    model_url = "https://github.com/onnx/models/raw/131c99da401c757207a40189385410e238ed0934/vision/classification/mobilenet/model/mobilenetv2-7.onnx"  # pylint: disable=line-too-long
     model_path = tvm.contrib.download.download_testdata(
         model_url, "mobilenetv2-7.onnx", module="onnx"
     )

tests/python/contrib/test_hexagon/test_relax_integration.py

@@ -122,7 +122,7 @@ def get_onnx_mobilenet():
     import onnx  # pylint: disable=import-outside-toplevel
 
     # pylint: disable=line-too-long
-    model_url = "https://github.com/onnx/models/raw/main/vision/classification/mobilenet/model/mobilenetv2-7.onnx"
+    model_url = "https://github.com/onnx/models/raw/131c99da401c757207a40189385410e238ed0934/vision/classification/mobilenet/model/mobilenetv2-7.onnx"
     model_path = tvm.contrib.download.download_testdata(
         model_url, "mobilenetv2-7.onnx", module="onnx"
     )

tests/scripts/request_hook/request_hook.py

@@ -121,8 +121,7 @@
     "https://github.com/JonathanCMitchell/mobilenet_v2_keras/releases/download/v1.1/mobilenet_v2_weights_tf_dim_ordering_tf_kernels_0.5_224.h5": f"{BASE}/2022-10-05/mobilenet_v2_weights_tf_dim_ordering_tf_kernels_0.5_224.h5",
     "https://github.com/onnx/models/raw/bd206494e8b6a27b25e5cf7199dbcdbfe9d05d1c/vision/classification/mnist/model/mnist-1.onnx": f"{BASE}/onnx/mnist-1.onnx",
     "https://github.com/onnx/models/raw/bd206494e8b6a27b25e5cf7199dbcdbfe9d05d1c/vision/classification/resnet/model/resnet50-v2-7.onnx": f"{BASE}/onnx/models/raw/bd206494e8b6a27b25e5cf7199dbcdbfe9d05d1c/vision/classification/resnet/model/resnet50-v2-7.onnx",
-    "https://github.com/onnx/models/raw/main/vision/classification/mobilenet/model/mobilenetv2-7.onnx": f"{BASE}/onnx/models/raw/main/vision/classification/mobilenet/model/mobilenetv2-7.onnx",
-    "https://github.com/onnx/models/raw/main/vision/classification/resnet/model/resnet50-v2-7.onnx": f"{BASE}/2022-10-05/resnet50-v2-7.onnx",
+    "https://github.com/onnx/models/raw/131c99da401c757207a40189385410e238ed0934/vision/classification/mobilenet/model/mobilenetv2-7.onnx": f"{BASE}/onnx/models/raw/131c99da401c757207a40189385410e238ed0934/vision/classification/mobilenet/model/mobilenetv2-7.onnx",
     "https://github.com/pjreddie/darknet/blob/master/cfg/alexnet.cfg?raw=true": f"{BASE}/pjreddie/darknet/blob/master/cfg/alexnet.cfg"
     + quote("?raw=true"),
     "https://github.com/pjreddie/darknet/blob/master/cfg/extraction.cfg?raw=true": f"{BASE}/pjreddie/darknet/blob/master/cfg/extraction.cfg"