diff --git a/tests/dispatch/test_jax.py b/tests/dispatch/test_jax.py new file mode 100644 index 0000000000..67aa695910 --- /dev/null +++ b/tests/dispatch/test_jax.py @@ -0,0 +1,36 @@ +# Copyright 2024 The PyMC Developers +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import numpy as np +import pytest + +from pytensor import function + +import pymc as pm + +jax = pytest.importorskip("jax", reason="JAX is not installed") + + +def test_jax_TruncatedNormal(): + with pm.Model() as m: + f_jax = function( + [], + [pm.TruncatedNormal("a", 0, 1, lower=-1, upper=2, rng=np.random.default_rng(seed=123))], + mode="JAX", + ) + f_py = function( + [], + [pm.TruncatedNormal("b", 0, 1, lower=-1, upper=2, rng=np.random.default_rng(seed=123))], + ) + + assert jax.numpy.array_equal(a1=f_py(), a2=f_jax())