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Add the remainder op (#85)
* Add remainder in the C++ backend * Add the python binding and test
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@@ -624,6 +624,18 @@ void init_array(py::module_& m) {
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return divide(to_array(v, float32), a);
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},
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"other"_a)
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.def(
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"__mod__",
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[](const array& a, const ScalarOrArray v) {
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return remainder(a, to_array(v, a.dtype()));
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},
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"other"_a)
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.def(
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"__rmod__",
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[](const array& a, const ScalarOrArray v) {
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return remainder(to_array(v, a.dtype()), a);
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},
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"other"_a)
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.def(
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"__eq__",
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[](const array& a, const ScalarOrArray v) {
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@@ -253,6 +253,31 @@ void init_ops(py::module_& m) {
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Returns:
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array: The quotient ``a / b``.
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)pbdoc");
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m.def(
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"remainder",
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[](const ScalarOrArray& a_, const ScalarOrArray& b_, StreamOrDevice s) {
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auto [a, b] = to_arrays(a_, b_);
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return remainder(a, b, s);
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},
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"a"_a,
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"b"_a,
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py::pos_only(),
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py::kw_only(),
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"stream"_a = none,
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R"pbdoc(
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Element-wise remainder of division.
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Computes the remainder of dividing a with b with numpy-style
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broadcasting semantics. Either or both input arrays can also be
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scalars.
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Args:
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a (array): Input array or scalar.
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b (array): Input array or scalar.
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Returns:
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array: The remainder of ``a // b``.
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)pbdoc");
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m.def(
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"equal",
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[](const ScalarOrArray& a_, const ScalarOrArray& b_, StreamOrDevice s) {
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@@ -115,6 +115,7 @@ class TestOps(mlx_tests.MLXTestCase):
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"subtract",
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"multiply",
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"divide",
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"remainder",
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"equal",
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"not_equal",
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"less",
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@@ -235,6 +236,25 @@ class TestOps(mlx_tests.MLXTestCase):
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self.assertEqual(z.dtype, mx.float32)
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self.assertEqual(z.item(), 0.5)
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def test_remainder(self):
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for dt in [mx.int32, mx.float32]:
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x = mx.array(2, dtype=dt)
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y = mx.array(4, dtype=dt)
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z1 = mx.remainder(x, y)
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z2 = mx.remainder(y, x)
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self.assertEqual(z1.dtype, dt)
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self.assertEqual(z1.item(), 2)
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self.assertEqual(z2.item(), 0)
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z = x % 4
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self.assertEqual(z.dtype, dt)
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self.assertEqual(z.item(), 2)
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z = 1 % x
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self.assertEqual(z.dtype, dt)
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self.assertEqual(z.item(), 1)
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def test_comparisons(self):
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a = mx.array([0.0, 1.0, 5.0])
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b = mx.array([-1.0, 2.0, 5.0])
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