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[Flaky Test] Fixes flaky TensorRT Test #15014

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May 24, 2019
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[Flaky Test] Fixes flaky TensorRT Test #15014

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8 changes: 5 additions & 3 deletions tests/python/tensorrt/test_tensorrt_lenet5.py
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Original file line number Diff line number Diff line change
Expand Up @@ -95,9 +95,11 @@ def test_tensorrt_inference():
print("MXNet accuracy: %f" % mx_pct)
print("MXNet-TensorRT accuracy: %f" % trt_pct)

assert abs(mx_pct - trt_pct) < 1e-2, \
"""Diff. between MXNet & TensorRT accuracy too high:
MXNet = %f, TensorRT = %f""" % (mx_pct, trt_pct)
absolute_accuracy_diff = abs(mx_pct - trt_pct)
epsilon = 1.01e-2
assert absolute_accuracy_diff < epsilon, \
"""Absolute diff. between MXNet & TensorRT accuracy (%f) exceeds threshold (%f):
MXNet = %f, TensorRT = %f""" % (absolute_accuracy_diff, epsilon, mx_pct, trt_pct)


if __name__ == '__main__':
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