/* * SPDX-FileCopyrightText: Copyright (c) 1993-2022 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 "cudaStreamPlugin.h" #include "tensorrt_llm/runtime/iBuffer.h" #include using namespace nvinfer1; using tensorrt_llm::plugins::CudaStreamPluginCreator; using tensorrt_llm::plugins::CudaStreamPlugin; static char const* CUDA_STREAM_PLUGIN_VERSION{"1"}; static char const* CUDA_STREAM_PLUGIN_NAME{"CudaStream"}; PluginFieldCollection CudaStreamPluginCreator::mFC{}; std::vector CudaStreamPluginCreator::mPluginAttributes; CudaStreamPlugin::CudaStreamPlugin(int sideStreamId, int nbInputs, nvinfer1::DataType type) : mSideStreamId(sideStreamId) , mNbInputs(nbInputs) , mType(type) { init(); } CudaStreamPlugin::CudaStreamPlugin(void const* data, size_t length) { char const *d = reinterpret_cast(data), *a = d; read(d, mSideStreamId); read(d, mNbInputs); read(d, mType); init(); TLLM_CHECK_WITH_INFO(d == a + length, "Expected length (%d) != real length (%d). This is often " "caused by using different TensorRT-LLM version to build " "engine and run engine.", (int) length, (int) (d - a)); } CudaStreamPlugin::CudaStreamPlugin(CudaStreamPlugin const& other) : mSideStreamId(other.mSideStreamId) , mNbInputs(other.mNbInputs) , mType(other.mType) { init(); } void CudaStreamPlugin::init() { mSideStreamPtr = nullptr; } // IPluginV2DynamicExt Methods nvinfer1::IPluginV2DynamicExt* CudaStreamPlugin::clone() const noexcept { auto* plugin = new CudaStreamPlugin(*this); plugin->setPluginNamespace(mNamespace.c_str()); return plugin; } nvinfer1::DimsExprs CudaStreamPlugin::getOutputDimensions( int outputIndex, nvinfer1::DimsExprs const* inputs, int nbInputs, nvinfer1::IExprBuilder& exprBuilder) noexcept { assert(outputIndex == 0); return inputs[outputIndex]; } bool CudaStreamPlugin::supportsFormatCombination( int pos, nvinfer1::PluginTensorDesc const* inOut, int nbInputs, int nbOutputs) noexcept { TLLM_CHECK_WITH_INFO(nbInputs == mNbInputs, "CudaStreamPlugin only accepts mNbInputs inputs"); TLLM_CHECK_WITH_INFO(nbOutputs == 1, "CudaStreamPlugin only accepts 1 output"); auto const& desc = inOut[pos]; if (desc.format != TensorFormat::kLINEAR) { return false; } if (pos > 0 && pos < nbInputs) { return true; } return desc.type == mType; } void CudaStreamPlugin::configurePlugin(nvinfer1::DynamicPluginTensorDesc const* in, int nbInputs, nvinfer1::DynamicPluginTensorDesc const* out, int nbOutputs) noexcept { } size_t CudaStreamPlugin::getWorkspaceSize(nvinfer1::PluginTensorDesc const* inputs, int nbInputs, nvinfer1::PluginTensorDesc const* outputs, int nbOutputs) const noexcept { return 0; } int CudaStreamPlugin::enqueue(nvinfer1::PluginTensorDesc const* inputDesc, nvinfer1::PluginTensorDesc const* outputDesc, void const* const* inputs, void* const* outputs, void* workspace, cudaStream_t stream) noexcept { if (!mSideStreamPtr) { auto const resource_name = nvinfer1::pluginInternal::SideStream::getResourceKey(mSideStreamId); nvinfer1::pluginInternal::SideStream side_stream{}; mSideStreamPtr = reinterpret_cast( getPluginRegistry()->acquirePluginResource(resource_name.c_str(), &side_stream)); } mSideStreamPtr->waitSideStreamOnMainStream(stream); size_t count = 1; for (int i = 0; i < inputDesc[0].dims.nbDims; ++i) { count *= inputDesc[0].dims.d[i]; } count *= tensorrt_llm::runtime::BufferDataType(inputDesc[0].type).getSize(); TLLM_CUDA_CHECK(cudaMemcpyAsync(outputs[0], inputs[0], count, cudaMemcpyDeviceToDevice, stream)); return 0; } // IPluginV2Ext Methods nvinfer1::DataType CudaStreamPlugin::getOutputDataType( int index, nvinfer1::DataType const* inputTypes, int nbInputs) const noexcept { TLLM_CHECK(index == 0); return mType; } // IPluginV2 Methods char const* CudaStreamPlugin::getPluginType() const noexcept { return CUDA_STREAM_PLUGIN_NAME; } char const* CudaStreamPlugin::getPluginVersion() const noexcept { return CUDA_STREAM_PLUGIN_VERSION; } int CudaStreamPlugin::getNbOutputs() const noexcept { return 1; } int CudaStreamPlugin::initialize() noexcept { return 0; } void CudaStreamPlugin::terminate() noexcept { if (mSideStreamPtr) { auto const resource_name = nvinfer1::pluginInternal::SideStream::getResourceKey(mSideStreamId); getPluginRegistry()->releasePluginResource(resource_name.c_str()); mSideStreamPtr = nullptr; } } size_t CudaStreamPlugin::getSerializationSize() const noexcept { return sizeof(mSideStreamId) + sizeof(mNbInputs) + sizeof(mType); } void CudaStreamPlugin::serialize(void* buffer) const noexcept { char *d = static_cast(buffer), *a = d; write(d, mSideStreamId); write(d, mNbInputs); write(d, mType); TLLM_CHECK(d == a + getSerializationSize()); } void CudaStreamPlugin::destroy() noexcept { delete this; } /////////////// CudaStreamPluginCreator::CudaStreamPluginCreator() { // Fill PluginFieldCollection with PluginField arguments metadata mPluginAttributes.clear(); mPluginAttributes.emplace_back(PluginField("side_stream_id", nullptr, PluginFieldType::kINT32)); mPluginAttributes.emplace_back(PluginField("num_inputs", nullptr, PluginFieldType::kINT32)); mPluginAttributes.emplace_back(PluginField("type_id", nullptr, PluginFieldType::kINT32)); mFC.nbFields = mPluginAttributes.size(); mFC.fields = mPluginAttributes.data(); } char const* CudaStreamPluginCreator::getPluginName() const noexcept { return CUDA_STREAM_PLUGIN_NAME; } char const* CudaStreamPluginCreator::getPluginVersion() const noexcept { return CUDA_STREAM_PLUGIN_VERSION; } PluginFieldCollection const* CudaStreamPluginCreator::getFieldNames() noexcept { return &mFC; } IPluginV2* CudaStreamPluginCreator::createPlugin(char const* name, PluginFieldCollection const* fc) noexcept { PluginField const* fields = fc->fields; int sideStreamId; int nbInputs; int type; // Read configurations from each fields struct MapPair { char const* key; int& field; bool optional = false; bool set = false; }; std::array input_map{ MapPair{"side_stream_id", std::ref(sideStreamId)}, MapPair{"num_inputs", std::ref(nbInputs)}, MapPair{"type_id", std::ref(type)}, }; for (int i = 0; i < fc->nbFields; ++i) { char const* attrName = fields[i].name; for (auto& item : input_map) { if (!strcmp(item.key, attrName)) { TLLM_CHECK(fields[i].type == nvinfer1::PluginFieldType::kINT32); TLLM_CHECK_WITH_INFO(!item.set, "Parameter %s was set twice", item.key); item.field = static_cast(*(static_cast(fields[i].data))); item.set = true; } } } for (auto& item : input_map) { TLLM_CHECK_WITH_INFO(item.set || item.optional, "Parameter %s is required but not set", item.key); } try { auto* obj = new CudaStreamPlugin(sideStreamId, nbInputs, static_cast(type)); obj->setPluginNamespace(mNamespace.c_str()); return obj; } catch (std::exception const& e) { caughtError(e); } return nullptr; } IPluginV2* CudaStreamPluginCreator::deserializePlugin( char const* name, void const* serialData, size_t serialLength) noexcept { // This object will be deleted when the network is destroyed, which will // call CudaStreamPlugin::destroy() try { auto* obj = new CudaStreamPlugin(serialData, serialLength); obj->setPluginNamespace(mNamespace.c_str()); return obj; } catch (std::exception const& e) { caughtError(e); } return nullptr; }