def test_Identity():
shape_generator = shape_from_format([['N','P']],['N','P'])
do_test_runs(Identity, shape_generator)
do_test_derivs(Identity, shape_generator)
def test_Concat():
shape_generator = shape_from_format([['N','P'],['N', 'Q']],['N','P+Q'])
do_test_runs(Concat, shape_generator)
do_test_derivs(Concat, shape_generator)
def test_Exponent():
shape_generator = shape_from_format([['N','P']],['N','P'])
do_test_runs(Exponent, shape_generator)
do_test_derivs(Exponent, shape_generator)
def test_Probabilize():
shape_generator = shape_from_format([['N','P']],['N','P'])
do_test_runs(Probabilize, shape_generator)
do_test_derivs(Probabilize, shape_generator, permissible_skip_ratio=0.7)
def test_TanH():
shape_generator = shape_from_format([['N','P']],['N','P'])
do_test_runs(TanH, shape_generator)
do_test_derivs(TanH, shape_generator, permissible_skip_ratio=0.6)
def test_LeakyRelu():
shape_generator = shape_from_format([['N','P']],['N','P'])
do_test_runs(LeakyRelu, shape_generator)
do_test_derivs(LeakyRelu, shape_generator)
def test_MatrixAdd():
shape_generator = shape_from_format([['N','P'],['P']],['N','P'])
do_test_runs(MatrixAdd, shape_generator)
do_test_derivs(MatrixAdd, shape_generator)
def test_ElementwiseMult():
shape_generator = shape_from_format([['N','M'],['N','M']],['N','M'])
do_test_runs(ElementwiseMult, shape_generator)
do_test_derivs(ElementwiseMult, shape_generator)
def test_MatrixMult():
shape_generator = shape_from_format([['N','M'],['M','P']],['N','P'])
do_test_runs(MatrixMult, shape_generator)
do_test_derivs(MatrixMult, shape_generator)