d-smirnov opened a new pull request #6998:
URL: https://github.com/apache/tvm/pull/6998
1. Added removal of dimensions if result is a scalar
to mimic TensorFlow behaviour. E.g.:
tf.strided_slice([1,2,3], [0], [1], [1], shrink_axis_mask=0)
<tf.Tensor: shape=(1,), dtype=int32, numpy=array([1], dtype=int32)>
tf.strided_slice([[[1,2,3],[4,5,6],[7,8,9]]], [0, 0, 0], [3, 3, 3], [1,
1, 1], shrink_axis_mask=7)
<tf.Tensor: shape=(), dtype=int32, numpy=1>
2. Added extra check to assert_allclose to check shape equalities
as np.testing.assert_allclose() does not distinguish between cases like:
np.testing.assert_allclose(1, np.array(1))
np.testing.assert_allclose(1, np.array([1]))
np.testing.assert_allclose(np.array(1), np.array([1]))
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