43 lines
1.6 KiB
C++
43 lines
1.6 KiB
C++
/*******************************************************************************
|
|
* 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 GS <sgazeos@gmail.com>
|
|
//
|
|
|
|
#include <ops/declarable/helpers/sequence_mask.h>
|
|
|
|
namespace nd4j {
|
|
namespace ops {
|
|
namespace helpers {
|
|
|
|
template <typename T>
|
|
static void sequenceMask_(NDArray* input, NDArray* output, int maxIndex) {
|
|
PRAGMA_OMP_PARALLEL_FOR_SIMD_COLLAPSE(2)
|
|
for (Nd4jLong i = 0; i < maxIndex; i++)
|
|
for(Nd4jLong k = 0; k < input->lengthOf(); k++)
|
|
if (i < input->e<int>(k))
|
|
output->p<T>(k * maxIndex + i, T(1.0f));
|
|
}
|
|
|
|
void sequenceMask(nd4j::LaunchContext * context, NDArray* input, NDArray* output, int maxIndex) {
|
|
BUILD_SINGLE_SELECTOR(input->dataType(), sequenceMask_, (input, output, maxIndex), LIBND4J_TYPES);
|
|
}
|
|
|
|
BUILD_SINGLE_TEMPLATE(template void sequenceMask_, (NDArray* input, NDArray* output, int maxIndex), LIBND4J_TYPES);
|
|
}
|
|
}
|
|
} |