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ResNet101_DUC_HDC can have invalid test_data.

Open tsocha opened this issue 5 years ago • 2 comments

During testing models from model zoo I realized that onnxruntime and ngraph give similar results on ResNet101_DUC_HDC but still have 80% missmatch. Is it possible that test data for ResNet101_DUC_HDC are invalid?

onnxruntime:
E           AssertionError:
E           Not equal to tolerance rtol=0.001, atol=1e-07
E
E           Mismatch: 80.2%
E           Max absolute difference: 0.9990995
E           Max relative difference: 1.0197404e+09
E            x: array([[[3.535608e-04, 1.008540e-03, 6.378655e-04, ..., 5.859119e-02,
E                    3.697309e-02, 4.621094e-02],
E                   [1.310240e-04, 3.463278e-05, 2.679980e-05, ..., 2.111239e-02,...
E            y: array([[[8.367564e-12, 4.105623e-11, 2.043494e-11, ..., 1.814237e-10,
E                    6.354865e-11, 6.036995e-11],
E                   [3.100877e-12, 1.409852e-12, 8.585701e-13, ..., 6.537316e-11,...

nGraph:
E           AssertionError:
E           Not equal to tolerance rtol=0.001, atol=1e-07
E
E           Mismatch: 80.2%
E           Max absolute difference: 0.99909943
E           Max relative difference: 1.0189351e+09
E            x: array([[[3.535608e-04, 1.008540e-03, 6.378655e-04, ..., 5.859119e-02,
E                    3.697309e-02, 4.621094e-02],
E                   [1.310240e-04, 3.463278e-05, 2.679980e-05, ..., 2.111239e-02,...
E            y: array([[[8.374161e-12, 4.108864e-11, 2.045105e-11, ..., 1.815672e-10,
E                    6.359892e-11, 6.041759e-11],
E                   [3.103328e-12, 1.410971e-12, 8.592453e-13, ..., 6.542469e-11,...

x - reference output
y - actual framework output

tsocha avatar Feb 19 '19 12:02 tsocha

Is there a way to submit updated test data for review?

postrational avatar May 13 '19 12:05 postrational

The issue is still present. Can you please revise the reference output data?

mateusztabaka avatar Sep 25 '20 16:09 mateusztabaka