/* ****************************************************************************** * * * 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 #if NOT_EXCLUDED(OP_check_numerics) #include 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(0); delete allFinite; REQUIRE_TRUE(isFinite, 0, "CheckNumerics: %s", message->e(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