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Add test for jax dispatch
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HarshvirSandhu committed Sep 17, 2024
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# 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())

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