/* * SPDX-FileCopyrightText: Copyright (c) 1993-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: Apache-2.0 * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://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. */ #include "resizeNearestPlugin.h" #include "common/plugin.h" #include #include #include #include #include #define DEBUG 0 using namespace nvinfer1; using namespace plugin; using nvinfer1::plugin::ResizeNearest; using nvinfer1::plugin::ResizeNearestPluginCreator; namespace { char const* const kRESIZE_PLUGIN_VERSION{"1"}; char const* const kRESIZE_PLUGIN_NAME{"ResizeNearest_TRT"}; } // namespace ResizeNearestPluginCreator::ResizeNearestPluginCreator() { mPluginAttributes.clear(); mPluginAttributes.emplace_back(PluginField("scale", nullptr, PluginFieldType::kFLOAT32, 1)); mFC.nbFields = mPluginAttributes.size(); mFC.fields = mPluginAttributes.data(); } char const* ResizeNearestPluginCreator::getPluginName() const noexcept { return kRESIZE_PLUGIN_NAME; } char const* ResizeNearestPluginCreator::getPluginVersion() const noexcept { return kRESIZE_PLUGIN_VERSION; } PluginFieldCollection const* ResizeNearestPluginCreator::getFieldNames() noexcept { return &mFC; } IPluginV2Ext* ResizeNearestPluginCreator::createPlugin(char const* name, PluginFieldCollection const* fc) noexcept { try { using namespace std::string_view_literals; plugin::validateRequiredAttributesExist({"scale"}, fc); PluginField const* fields = fc->fields; for (int32_t i = 0; i < fc->nbFields; ++i) { std::string_view const attrName = fields[i].name; if (attrName == "scale"sv) { PLUGIN_VALIDATE(fields[i].type == PluginFieldType::kFLOAT32); mScale = *(static_cast(fields[i].data)); } } return new ResizeNearest(mScale); } catch (std::exception const& e) { caughtError(e); } return nullptr; } IPluginV2Ext* ResizeNearestPluginCreator::deserializePlugin(char const* name, void const* data, size_t length) noexcept { try { return new ResizeNearest(data, length); } catch (std::exception const& e) { caughtError(e); } return nullptr; } ResizeNearest::ResizeNearest(float scale) : mScale(scale) { PLUGIN_VALIDATE(mScale > 0); } int32_t ResizeNearest::getNbOutputs() const noexcept { return 1; } Dims ResizeNearest::getOutputDimensions(int32_t index, Dims const* inputDims, int32_t nbInputs) noexcept { PLUGIN_ASSERT(nbInputs == 1); nvinfer1::Dims const& input = inputDims[0]; PLUGIN_ASSERT(index == 0); nvinfer1::Dims output{}; output.nbDims = input.nbDims; for (int32_t d = 0; d < input.nbDims; ++d) { if (d == input.nbDims - 2 || d == input.nbDims - 1) { output.d[d] = int32_t(input.d[d] * mScale); } else { output.d[d] = input.d[d]; } } return output; } int32_t ResizeNearest::initialize() noexcept { return 0; } void ResizeNearest::terminate() noexcept {} void ResizeNearest::destroy() noexcept { delete this; } size_t ResizeNearest::getWorkspaceSize(int32_t) const noexcept { return 0; } size_t ResizeNearest::getSerializationSize() const noexcept { // scale, dimensions: 3 * 2 return sizeof(float) + sizeof(int32_t) * 3 * 2; } void ResizeNearest::serialize(void* buffer) const noexcept { char *d = reinterpret_cast(buffer), *a = d; write(d, mScale); write(d, mInputDims.d[0]); write(d, mInputDims.d[1]); write(d, mInputDims.d[2]); write(d, mOutputDims.d[0]); write(d, mOutputDims.d[1]); write(d, mOutputDims.d[2]); PLUGIN_ASSERT(d == a + getSerializationSize()); } ResizeNearest::ResizeNearest(void const* data, size_t length) { deserialize(static_cast(data), length); } void ResizeNearest::deserialize(int8_t const* data, size_t length) { auto const* d{data}; mScale = read(d); mInputDims = Dims3(); mInputDims.d[0] = read(d); mInputDims.d[1] = read(d); mInputDims.d[2] = read(d); mOutputDims = Dims3(); mOutputDims.d[0] = read(d); mOutputDims.d[1] = read(d); mOutputDims.d[2] = read(d); PLUGIN_VALIDATE(d == data + length); } char const* ResizeNearest::getPluginType() const noexcept { return "ResizeNearest_TRT"; } char const* ResizeNearest::getPluginVersion() const noexcept { return "1"; } IPluginV2Ext* ResizeNearest::clone() const noexcept { try { auto plugin = std::make_unique(*this); plugin->setPluginNamespace(mNameSpace.c_str()); return plugin.release(); } catch (std::exception const& e) { caughtError(e); } return nullptr; } void ResizeNearest::setPluginNamespace(char const* libNamespace) noexcept { mNameSpace = libNamespace; } char const* ResizeNearest::getPluginNamespace() const noexcept { return mNameSpace.c_str(); } bool ResizeNearest::supportsFormat(DataType type, PluginFormat format) const noexcept { return (type == DataType::kFLOAT && format == PluginFormat::kLINEAR); } int32_t ResizeNearest::enqueue( int32_t batch_size, void const* const* inputs, void* const* outputs, void* workspace, cudaStream_t stream) noexcept { int32_t nchan = mOutputDims.d[0]; float scale = mScale; int2 osize = {dimToInt32(mOutputDims.d[2]), dimToInt32(mOutputDims.d[1])}; int32_t istride = mInputDims.d[2]; int32_t ostride = mOutputDims.d[2]; int32_t ibatchstride = mInputDims.d[1] * istride; int32_t obatchstride = mOutputDims.d[1] * ostride; dim3 block(32, 16); dim3 grid((osize.x - 1) / block.x + 1, (osize.y - 1) / block.y + 1, std::min(batch_size * nchan, 65535)); resizeNearest(grid, block, stream, batch_size * nchan, scale, osize, static_cast(inputs[0]), istride, ibatchstride, static_cast(outputs[0]), ostride, obatchstride); return cudaGetLastError() != cudaSuccess; } // Return the DataType of the plugin output at the requested index DataType ResizeNearest::getOutputDataType( int32_t index, nvinfer1::DataType const* inputTypes, int32_t nbInputs) const noexcept { // Only 1 input and 1 output from the plugin layer PLUGIN_ASSERT(index == 0); // Only DataType::kFLOAT is acceptable by the plugin layer return DataType::kFLOAT; } // Configure the layer with input and output data types. void ResizeNearest::configurePlugin(Dims const* inputDims, int32_t nbInputs, Dims const* outputDims, int32_t nbOutputs, DataType const* inputTypes, DataType const* outputTypes, bool const* inputIsBroadcast, bool const* outputIsBroadcast, PluginFormat floatFormat, int32_t maxBatchSize) noexcept { PLUGIN_ASSERT(nbInputs == 1); mInputDims = inputDims[0]; PLUGIN_ASSERT(nbOutputs == 1); mOutputDims = outputDims[0]; } // Attach the plugin object to an execution context and grant the plugin the access to some context resource. void ResizeNearest::attachToContext( cudnnContext* cudnnContext, cublasContext* cublasContext, IGpuAllocator* gpuAllocator) noexcept { } // Detach the plugin object from its execution context. void ResizeNearest::detachFromContext() noexcept {}