/******************************************************************************* * Copyright (c) 2020 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 sgazeos@gmail.com // #include #include #include namespace sd { namespace ops { namespace helpers { void decodeBitmap(sd::LaunchContext* context, const NDArray* input, NDArray* output) { auto stream = context->getCudaStream(); NDArray::prepareSpecialUse({output}, {input}); dim3 launchDims(512, 512, 16384); auto xType = output->dataType(); BUILD_SINGLE_SELECTOR(xType, cudaDecodeBitmapGeneric, (launchDims, stream, input->specialBuffer(), output->lengthOf(), output->specialBuffer()), FLOAT_TYPES); sd::DebugHelper::checkErrorCode(stream, "decodeBitmapFloat(...) failed"); NDArray::registerSpecialUse({output}, {input}); } Nd4jLong encodeBitmap(sd::LaunchContext* context, NDArray* input, NDArray* output, float threshold) { auto stream = LaunchContext::defaultContext()->getCudaStream(); int *resultPointer = reinterpret_cast(LaunchContext::defaultContext()->getScalarPointer()); int *reductionPointer = reinterpret_cast(LaunchContext::defaultContext()->getReductionPointer()); // nullify result pointer before use resultPointer[0] = 0; NDArray::prepareSpecialUse({},{output, input}); dim3 launchDims(512, 512, 32768); auto xType = input->dataType(); BUILD_SINGLE_SELECTOR(xType, cudaEncodeBitmapGeneric, (launchDims, stream, input->specialBuffer(), input->lengthOf(), reinterpret_cast(output->specialBuffer()), resultPointer, reductionPointer, threshold), FLOAT_TYPES); sd::DebugHelper::checkErrorCode(stream, "encodeBitmapFloat(...) failed"); Nd4jLong dZ = (Nd4jLong) resultPointer[0]; resultPointer[0] = 0; NDArray::registerSpecialUse({output, input}, {}); return dZ; } } } }