/******************************************************************************* * 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 #if NOT_EXCLUDED(OP_floordiv) #include #include namespace nd4j { 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); auto shapeList = SHAPELIST(shapeE, shapeG); return shapeList; } } } #endif