diff --git a/docker/install/ubuntu_install_onnx.sh b/docker/install/ubuntu_install_onnx.sh
index 37a9a1304927..631ecbda03be 100755
--- a/docker/install/ubuntu_install_onnx.sh
+++ b/docker/install/ubuntu_install_onnx.sh
@@ -27,9 +27,10 @@ set -o pipefail
 # https://github.com/onnx/onnx/pull/2834).  When updating the CI image
 # to onnx>=1.9, onnxoptimizer should also be installed.
 pip3 install \
-    onnx==1.8.1 \
-    onnxruntime==1.7.0
-
+    onnx==1.10.2 \
+    onnxruntime==1.9.0 \
+    onnxoptimizer==0.2.6
+    
 # torch depends on a number of other packages, but unhelpfully, does
 # not expose that in the wheel!!!
 pip3 install future
diff --git a/tests/python/frontend/onnx/test_forward.py b/tests/python/frontend/onnx/test_forward.py
index 27d12427720b..a20f61bcbd41 100644
--- a/tests/python/frontend/onnx/test_forward.py
+++ b/tests/python/frontend/onnx/test_forward.py
@@ -4914,11 +4914,38 @@ def verify_eyelike(indata):
 )
 
 unsupported_onnx_tests = [
+    "test_basic_convinteger",
+    "test_batchnorm_epsilon_training_mode",
+    "test_batchnorm_example_training_mode",
+    "test_bernoulli",
+    "test_bernoulli_expanded",
+    "test_bernoulli_double",
+    "test_bernoulli_double_expanded",
+    "test_bernoulli_seed",
+    "test_bernoulli_seed_expanded",
     "test_cast_BFLOAT16_to_FLOAT",
     "test_cast_DOUBLE_to_FLOAT16",
     "test_cast_FLOAT_to_BFLOAT16",
     "test_cast_FLOAT_to_STRING",
     "test_cast_STRING_to_FLOAT",
+    "test_castlike_BFLOAT16_to_FLOAT",
+    "test_castlike_BFLOAT16_to_FLOAT_expanded",
+    "test_castlike_DOUBLE_to_FLOAT",
+    "test_castlike_DOUBLE_to_FLOAT16",
+    "test_castlike_DOUBLE_to_FLOAT16_expanded",
+    "test_castlike_FLOAT16_to_DOUBLE",
+    "test_castlike_FLOAT16_to_FLOAT",
+    "test_castlike_FLOAT_to_BFLOAT16",
+    "test_castlike_FLOAT_to_BFLOAT16_expanded",
+    "test_castlike_FLOAT_to_DOUBLE",
+    "test_castlike_FLOAT_to_FLOAT16",
+    "test_castlike_FLOAT_to_STRING",
+    "test_castlike_FLOAT_to_STRING_expanded",
+    "test_castlike_STRING_to_FLOAT",
+    "test_castlike_STRING_to_FLOAT_expanded",
+    "test_convinteger_with_padding",
+    "test_convinteger_without_padding",
+    "test_convtranspose_autopad_same",
     "test_convtranspose_dilations",
     "test_convtranspose_output_shape",
     "test_cumsum_1d",
@@ -4934,9 +4961,13 @@ def verify_eyelike(indata):
     "test_dropout_default_mask",
     "test_dropout_default_mask_ratio",
     "test_dropout_default_ratio",
+    "test_gru_batchwise",
+    "test_hardswish",
+    "test_identity_sequence",
     "test_if_seq",
     "test_loop11",
     "test_loop13_seq",
+    "test_lstm_batchwise",
     "test_matmulinteger",
     "test_maxpool_2d_same_lower",
     "test_maxpool_2d_same_upper",
@@ -4946,6 +4977,10 @@ def verify_eyelike(indata):
     "test_mvn",
     # This test fails llvm with a lowering error:
     "test_nllloss_NCd1d2d3_none_no_weight_negative_ii_expanded",
+    "test_optional_has_element",
+    "test_optional_get_element",
+    "test_optional_get_element_sequence",
+    "test_optional_has_element_empty",
     "test_qlinearmatmul_3D",
     "test_range_float_type_positive_delta_expanded",
     "test_range_int32_type_negative_delta_expanded",
@@ -4965,6 +5000,13 @@ def verify_eyelike(indata):
     "test_scan_sum",
     "test_sequence_insert_at_back",
     "test_sequence_insert_at_front",
+    "test_shape_end_1",
+    "test_shape_end_negative_1",
+    "test_shape_start_1",
+    "test_shape_start_1_end_2",
+    "test_shape_start_1_end_negative_1",
+    "test_shape_start_negative_1",
+    "test_simple_rnn_batchwise",
     "test_simple_rnn_defaults",
     "test_simple_rnn_with_initial_bias",
     "test_split_variable_parts_1d",
@@ -4990,6 +5032,24 @@ def verify_eyelike(indata):
     "test_training_dropout_mask",
     "test_training_dropout_zero_ratio",
     "test_training_dropout_zero_ratio_mask",
+    "test_tril",
+    "test_tril_pos",
+    "test_tril_square",
+    "test_tril_square_neg",
+    "test_tril_neg",
+    "test_tril_one_row_neg",
+    "test_tril_out_neg",
+    "test_tril_out_pos",
+    "test_tril_zero",
+    "test_triu",
+    "test_triu_one_row",
+    "test_triu_out_neg_out",
+    "test_triu_out_pos",
+    "test_triu_neg",
+    "test_triu_pos",
+    "test_triu_square",
+    "test_triu_square_neg",
+    "test_triu_zero",
     # These unsqueeze tests work, but take 2+ hrs to run
     "test_unsqueeze_three_axes",
     "test_unsqueeze_two_axes",