Skip int4 test if onnx version is > 1.18

Author: ajrasane

tests/_test_utils/import_helper.py

@@ -77,16 +77,16 @@ def skip_if_no_megatron(apex_or_te_required: bool = False, mamba_required: bool
         pytest.skip("Mamba required for Megatron test", allow_module_level=True)
 
 
-def skip_if_onnx_version_below_1_19():
+def skip_if_onnx_version_above_1_18():
     package_name = "onnx"
-    required_version = "1.19.0"
+    required_version = "1.18.0"
 
     try:
         installed_version = importlib.metadata.version(package_name)
     except importlib.metadata.PackageNotFoundError:
         pytest.skip(f"{package_name} is not installed")
 
-    if version.parse(installed_version) < version.parse(required_version):
+    if version.parse(installed_version) > version.parse(required_version):
         pytest.skip(
             f"{package_name} version {installed_version} is less than required {required_version}"
         )

tests/gpu/onnx/test_quantize_onnx_torch_int4_awq.py

@@ -20,7 +20,7 @@
 from functools import partial
 
 import torch
-from _test_utils.import_helper import skip_if_no_libcudnn, skip_if_onnx_version_below_1_19
+from _test_utils.import_helper import skip_if_no_libcudnn, skip_if_onnx_version_above_1_18
 from _test_utils.onnx_quantization.lib_test_models import SimpleMLP, export_as_onnx, find_init
 from _test_utils.torch_quantization.quantize_common import get_awq_config
 
@@ -40,7 +40,7 @@
 
 
 def test_int4_awq(tmp_path):
-    skip_if_onnx_version_below_1_19()
+    skip_if_onnx_version_above_1_18()
 
     def _forward_loop(model, dataloader):
         """Forward loop for calibration."""
@@ -116,7 +116,7 @@ def _forward_loop(model, dataloader):
 
 
 def test_int4_awq_cuda(tmp_path):
-    skip_if_onnx_version_below_1_19()
+    skip_if_onnx_version_above_1_18()
     skip_if_no_libcudnn()
     block_size = 128