/******************************************************************************* * 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_cross) #include #include namespace nd4j { namespace ops { DECLARE_TYPES(cross) { getOpDescriptor() ->setAllowedInputTypes({ALL_INTS, ALL_FLOATS}) ->setAllowedOutputTypes({ALL_INTS, ALL_FLOATS}) ->setSameMode(true); } OP_IMPL(cross, 2, 1, false) { auto a = INPUT_VARIABLE(0); auto b = INPUT_VARIABLE(1); REQUIRE_TRUE(a->lengthOf() == b->lengthOf(), 0, "Cross: A and B lengths should match"); REQUIRE_TRUE(a->rankOf() >= 1 && b->rankOf() >= 1, 0, "Cross: A and B should have rank >= 1"); // TODO: we might want to lift this restriction REQUIRE_TRUE(a->isSameShape(b),0, "Cross: A and B should have equal shape"); REQUIRE_TRUE(a->sizeAt(-1) == 3, 0, "Cross: outer dimension of A and B should be equal to 3"); auto o = OUTPUT_VARIABLE(0); if (a->lengthOf() == 3) { helpers::cross(block.launchContext(), a, b, o); } else { helpers::crossBatched(block.launchContext(), a, b, o); } return Status::OK(); } } } #endif