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distributions_uniform.py
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# ==============================================================================
# Copyright 2014 Intel Corporation
#
# 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.
# ==============================================================================
# daal4py uniform distribution example for shared memory systems
import numpy as np
import daal4py as d4p
def main(readcsv=None):
# Create algorithm
algorithm = d4p.distributions_uniform(engine=d4p.engines_mt19937(seed=777))
# Create array and fill with bernoulli distribution
data = np.zeros((1, 10))
res = algorithm.compute(data)
assert np.allclose(data, res.randomNumbers)
assert np.allclose(
data,
[
[
0.22933409,
0.44584412,
0.44559617,
0.9918884,
0.36859825,
0.57550881,
0.26983509,
0.83136875,
0.33614365,
0.53768455,
]
],
)
return data
if __name__ == "__main__":
res = main()
print("\nUniform distribution output:", res)
print("All looks good!")