cavis/libnd4j/include/ops/declarable/generic/random/set_seed.cpp

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/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://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.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
//
// @author raver119@gmail.com
//
#include <system/op_boilerplate.h>
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#if NOT_EXCLUDED(OP_set_seed)
#include <ops/declarable/CustomOperations.h>
#include <legacy/NativeOps.h>
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namespace sd {
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namespace ops {
CUSTOM_OP_IMPL(set_seed, -2, 1, false, 0, -2) {
// REQUIRE_TRUE(block.getRNG() != nullptr, 0, "RNG should be defined in Graph");
auto rng = block.getRng(); //.getRNG();
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Nd4jLong seed = 0;
if (block.getIArguments()->size() > 0) {
seed = INT_ARG(0);
} else if (block.width() > 0) {
auto input = INPUT_VARIABLE(0);
REQUIRE_TRUE(input->isScalar(),0 ,"SetSeed: Seed operand should be scalar");
seed = input->e<Nd4jLong>(0);
} else {
REQUIRE_TRUE(false, 0, "SetSeed: either IArg or scalr input should be provided");
}
// FIXME: this approach isn't really good for cuda, since it'll assume that CUDA might get nullptr instead of stream
//refreshBuffer(nullptr, seed, (Nd4jPointer) rng);
rng.setSeed((int)seed);
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return Status::OK();
}
DECLARE_SHAPE_FN(set_seed) {
auto newshape = ConstantShapeHelper::getInstance()->scalarShapeInfo(block.dataType());
return SHAPELIST(newshape);
}
DECLARE_TYPES(set_seed) {
getOpDescriptor()
->setAllowedInputTypes({ALL_INTS})
->setAllowedOutputTypes({ALL_FLOATS});
}
}
}
#endif