/* ****************************************************************************** * * * 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 George A. Shulinok // #include #include #include #if NOT_EXCLUDED(OP_decode_bitmap) namespace sd { namespace ops { CUSTOM_OP_IMPL(decode_bitmap, 2, 1, true, 0, 0) { const auto encoded = INPUT_VARIABLE(1); auto updates = OUTPUT_VARIABLE(0); helpers::decodeBitmap(block.launchContext(), encoded, updates); return Status::OK(); } DECLARE_SHAPE_FN(decode_bitmap) { auto weights = INPUT_VARIABLE(0); return SHAPELIST(weights->shapeInfo()); } DECLARE_TYPES(decode_bitmap) { getOpDescriptor() ->setAllowedInputTypes(0, {ALL_FLOATS}) ->setAllowedInputTypes(1, DataType::INT32) ->setAllowedOutputTypes({ALL_FLOATS}); } } } #endif #if NOT_EXCLUDED(OP_encode_bitmap) namespace sd { namespace ops { CUSTOM_OP_IMPL(encode_bitmap, 1, 3, true, 1, 0) { auto input = INPUT_VARIABLE(0); auto encoded = OUTPUT_NULLIFIED(1); auto counter = OUTPUT_NULLIFIED(2); float threshold = T_ARG(0); encoded->p(0, (int) input->lengthOf()); encoded->p(1, (int) input->lengthOf()); encoded->p(2, reinterpret_cast(&threshold)[0]); encoded->p(3, 1); // flag for BITMAP_ENCODING auto result = helpers::encodeBitmap(block.launchContext(), input, encoded, threshold); counter->p(0, result); counter->syncToDevice(); return Status::OK(); } DECLARE_SHAPE_FN(encode_bitmap) { auto input = inputShape->at(0); auto outputLength = shape::length(input) / 16 + 5; auto encodedShape = ConstantShapeHelper::getInstance().vectorShapeInfo(outputLength, DataType::INT32); auto encodedCounter = ConstantShapeHelper::getInstance().scalarShapeInfo(DataType::INT32); return SHAPELIST(input, encodedShape, encodedCounter); } DECLARE_TYPES(encode_bitmap) { getOpDescriptor() ->setAllowedInputTypes(sd::DataType::ANY) ->setAllowedOutputTypes(0, {ALL_FLOATS}) ->setAllowedInputTypes(1, DataType::INT32) ->setAllowedInputTypes(2, DataType::INT32); } } } #endif