62 lines
1.8 KiB
C++
62 lines
1.8 KiB
C++
/* ******************************************************************************
|
|
*
|
|
*
|
|
* 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.
|
|
*
|
|
* See the NOTICE file distributed with this work for additional
|
|
* information regarding copyright ownership.
|
|
* 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>
|
|
#if NOT_EXCLUDED(OP_check_numerics)
|
|
|
|
#include <ops/declarable/CustomOperations.h>
|
|
|
|
namespace sd {
|
|
namespace ops {
|
|
|
|
CUSTOM_OP_IMPL(check_numerics, 2, 1, true, 0, 0) {
|
|
auto input = INPUT_VARIABLE(0);
|
|
auto message = INPUT_VARIABLE(1);
|
|
auto output = OUTPUT_VARIABLE(0);
|
|
|
|
auto* allFinite = input->reduceNumber(reduce::BoolOps::IsFinite);
|
|
bool isFinite = allFinite->e<bool>(0);
|
|
delete allFinite;
|
|
|
|
REQUIRE_TRUE(isFinite, 0, "CheckNumerics: %s", message->e<std::string>(0).c_str());
|
|
|
|
if (!block.isInplace()) output->assign(input);
|
|
|
|
return sd::Status::OK;
|
|
}
|
|
|
|
DECLARE_SHAPE_FN(check_numerics) {
|
|
auto ret = SHAPELIST(ConstantShapeHelper::getInstance().bufferForShapeInfo(inputShape->at(0))->primary());
|
|
return ret;
|
|
}
|
|
|
|
DECLARE_TYPES(check_numerics) {
|
|
getOpDescriptor()
|
|
->setAllowedInputTypes(0, {ALL_FLOATS})
|
|
->setAllowedInputTypes(1, sd::DataType::UTF8)
|
|
->setAllowedOutputTypes({ALL_FLOATS});
|
|
}
|
|
} // namespace ops
|
|
} // namespace sd
|
|
|
|
#endif
|