97 lines
3.1 KiB
C++
97 lines
3.1 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_floordiv)
|
|
|
|
#include <ops/declarable/generic/helpers/BroadcastHelper.h>
|
|
#include <ops/declarable/CustomOperations.h>
|
|
|
|
namespace sd {
|
|
namespace ops {
|
|
BROADCASTABLE_OP_IMPL(floordiv, 0, 0) {
|
|
auto x = INPUT_VARIABLE(0);
|
|
auto y = INPUT_VARIABLE(1);
|
|
auto z = OUTPUT_VARIABLE(0);
|
|
|
|
BROADCAST_CHECK_EMPTY(x,y,z);
|
|
|
|
REQUIRE_TRUE(!y->isB(), 0, "FLOORDIV OP: you can't divide by bool array!");
|
|
auto tZ = BroadcastHelper::broadcastApply(BroadcastOpsTuple::custom(scalar::FloorDiv, pairwise::FloorDiv, broadcast::FloorDiv), x, y, z);
|
|
if (tZ == nullptr)
|
|
return ND4J_STATUS_KERNEL_FAILURE;
|
|
else if (tZ != z) {
|
|
OVERWRITE_RESULT(tZ);
|
|
}
|
|
|
|
return Status::OK();
|
|
}
|
|
|
|
|
|
DECLARE_TYPES(floordiv) {
|
|
getOpDescriptor()
|
|
->setAllowedInputTypes(0, DataType::ANY)
|
|
->setAllowedInputTypes(1, DataType::ANY)
|
|
->setAllowedOutputTypes(0, DataType::INHERIT);
|
|
}
|
|
|
|
DECLARE_TYPES(floordiv_bp) {
|
|
getOpDescriptor()
|
|
->setAllowedInputTypes(DataType::ANY)
|
|
->setAllowedOutputTypes({ALL_FLOATS});
|
|
}
|
|
|
|
CUSTOM_OP_IMPL(floordiv_bp, 3, 2, false, 0, 0) {
|
|
// PLEASE NOTE: we're just passing eps down the line here
|
|
auto x = INPUT_VARIABLE(0);
|
|
auto y = INPUT_VARIABLE(1);
|
|
auto epsNext = INPUT_VARIABLE(2);
|
|
|
|
auto gradX = OUTPUT_VARIABLE(0);
|
|
auto gradY = OUTPUT_VARIABLE(1);
|
|
|
|
gradY->assign(0.0f);
|
|
gradX->assign(0.0f);
|
|
|
|
return Status::OK();
|
|
}
|
|
|
|
DECLARE_SHAPE_FN(floordiv_bp) {
|
|
auto x = inputShape->at(0);
|
|
auto y = inputShape->at(1);
|
|
auto e = inputShape->at(2);
|
|
|
|
// eps always has shape of x
|
|
// grad always has shape of y
|
|
|
|
Nd4jLong *shapeE;
|
|
Nd4jLong *shapeG;
|
|
|
|
COPY_SHAPE(x, shapeE);
|
|
COPY_SHAPE(y, shapeG);
|
|
|
|
return SHAPELIST(CONSTANT(shapeE), CONSTANT(shapeG));
|
|
}
|
|
}
|
|
}
|
|
|
|
#endif |