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Fix results validation #20246

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merged 6 commits into from
Oct 5, 2023
Merged

Fix results validation #20246

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5309430
Fix results validation
mvafin Oct 4, 2023
e65ee44
Remove pt quantization
mvafin Oct 4, 2023
68fef62
Apply suggestions from code review
mvafin Oct 4, 2023
f78fe3d
Refactor requirements
mvafin Oct 4, 2023
005d5e1
Merge branch 'master' into mvafin/fix/model_tests_comp
ilya-lavrenov Oct 5, 2023
3289e92
Revert "Refactor requirements"
mvafin Oct 5, 2023
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6 changes: 3 additions & 3 deletions tests/model_hub_tests/models_hub_common/test_convert_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -61,7 +61,7 @@ def infer_ov_model(self, ov_model, inputs, ie_device):

def compare_results(self, fw_outputs, ov_outputs):
assert len(fw_outputs) == len(ov_outputs), \
"Different number of outputs between TensorFlow and OpenVINO:" \
"Different number of outputs between framework and OpenVINO:" \
" {} vs. {}".format(len(fw_outputs), len(ov_outputs))

fw_eps = 5e-2
Expand All @@ -73,13 +73,13 @@ def compare_results(self, fw_outputs, ov_outputs):
"OpenVINO outputs does not contain tensor with name {}".format(out_name)
cur_ov_res = ov_outputs[out_name]
print(f"fw_re: {cur_fw_res};\n ov_res: {cur_ov_res}")
is_ok = compare_two_tensors(cur_ov_res, cur_fw_res, fw_eps)
is_ok = is_ok and compare_two_tensors(cur_ov_res, cur_fw_res, fw_eps)
else:
for i in range(len(ov_outputs)):
cur_fw_res = fw_outputs[i]
cur_ov_res = ov_outputs[i]
print(f"fw_res: {cur_fw_res};\n ov_res: {cur_ov_res}")
is_ok = compare_two_tensors(cur_ov_res, cur_fw_res, fw_eps)
is_ok = is_ok and compare_two_tensors(cur_ov_res, cur_fw_res, fw_eps)
assert is_ok, "Accuracy validation failed"

def teardown_method(self):
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1 change: 0 additions & 1 deletion tests/model_hub_tests/torch_tests/requirements.txt
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Expand Up @@ -11,7 +11,6 @@ sacremoses
sentencepiece
datasets
pyctcdecode
pytorch-quantization<=2.1.3 --extra-index-url https://pypi.ngc.nvidia.com
protobuf
soundfile
pandas