/* * 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 "recvPlugin.h" #include "tensorrt_llm/common/logger.h" #include "tensorrt_llm/runtime/utils/mpiUtils.h" #include using namespace nvinfer1; using tensorrt_llm::plugins::RecvPluginCreator; using tensorrt_llm::plugins::RecvPlugin; using tensorrt_llm::mpi::MpiTag; static char const* RECV_PLUGIN_VERSION{"1"}; static char const* RECV_PLUGIN_NAME{"Recv"}; PluginFieldCollection RecvPluginCreator::mFC{}; std::vector RecvPluginCreator::mPluginAttributes; RecvPlugin::RecvPlugin(int srcRank, nvinfer1::DataType type) : mSrcRank(srcRank) , mType(type) { } // Parameterized constructor RecvPlugin::RecvPlugin(void const* data, size_t length) { char const *d = reinterpret_cast(data), *a = d; read(d, mType); read(d, mSrcRank); 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)); } // IPluginV2DynamicExt Methods nvinfer1::IPluginV2DynamicExt* RecvPlugin::clone() const noexcept { auto* plugin = new RecvPlugin(*this); plugin->setPluginNamespace(mNamespace.c_str()); return plugin; } nvinfer1::DimsExprs RecvPlugin::getOutputDimensions( int outputIndex, nvinfer1::DimsExprs const* inputs, int nbInputs, nvinfer1::IExprBuilder& exprBuilder) noexcept { return inputs[0]; } bool RecvPlugin::supportsFormatCombination( int pos, nvinfer1::PluginTensorDesc const* inOut, int nbInputs, int nbOutputs) noexcept { return (inOut[pos].type == mType) && (inOut[pos].format == TensorFormat::kLINEAR); } void RecvPlugin::configurePlugin(nvinfer1::DynamicPluginTensorDesc const* in, int nbInputs, nvinfer1::DynamicPluginTensorDesc const* out, int nbOutputs) noexcept { } size_t RecvPlugin::getWorkspaceSize(nvinfer1::PluginTensorDesc const* inputs, int nbInputs, nvinfer1::PluginTensorDesc const* outputs, int nbOutputs) const noexcept { return 0; } int RecvPlugin::enqueue(nvinfer1::PluginTensorDesc const* inputDesc, nvinfer1::PluginTensorDesc const* outputDesc, void const* const* inputs, void* const* outputs, void* workspace, cudaStream_t stream) noexcept { if (isBuilding()) { return 0; } size_t size = 1; for (int i = 0; i < inputDesc[0].dims.nbDims; ++i) { size *= inputDesc[0].dims.d[i]; } TLLM_LOG_DEBUG("start ncclRecv with size %d", size); NCCLCHECK(ncclRecv(outputs[0], size, (*getDtypeMap())[inputDesc[0].type], 0, mComm, stream)); TLLM_LOG_DEBUG("end ncclRecv with size %d", size); return 0; } // IPluginV2Ext Methods nvinfer1::DataType RecvPlugin::getOutputDataType( int index, nvinfer1::DataType const* inputTypes, int nbInputs) const noexcept { assert(index == 0); return inputTypes[0]; } // IPluginV2 Methods char const* RecvPlugin::getPluginType() const noexcept { return RECV_PLUGIN_NAME; } char const* RecvPlugin::getPluginVersion() const noexcept { return RECV_PLUGIN_VERSION; } int RecvPlugin::getNbOutputs() const noexcept { return 1; } int RecvPlugin::initialize() noexcept { if (isBuilding()) { return 0; } ncclUniqueId id; COMM_SESSION.recvValue(id, mSrcRank, MpiTag::kDefault); // Need static connection initialization for accurate KV cache size estimation #if defined(_WIN32) if (getenv("NCCL_RUNTIME_CONNECT") == nullptr) _putenv_s("NCCL_RUNTIME_CONNECT", "0"); #else setenv("NCCL_RUNTIME_CONNECT", "0", 0); #endif // _WIN32 NCCLCHECK(ncclCommInitRank(&mComm, 2, id, 1)); return 0; } void RecvPlugin::terminate() noexcept { if (isBuilding()) { return; } NCCLCHECK(ncclCommDestroy(mComm)); } size_t RecvPlugin::getSerializationSize() const noexcept { return sizeof(mSrcRank) + sizeof(mType); } void RecvPlugin::serialize(void* buffer) const noexcept { char *d = static_cast(buffer), *a = d; write(d, mType); write(d, mSrcRank); TLLM_CHECK(d == a + getSerializationSize()); } void RecvPlugin::destroy() noexcept { // This gets called when the network containing plugin is destroyed delete this; } /////////////// RecvPluginCreator::RecvPluginCreator() { // Fill PluginFieldCollection with PluginField arguments metadata mPluginAttributes.clear(); mPluginAttributes.emplace_back(PluginField("src_rank", nullptr, PluginFieldType::kINT32)); mPluginAttributes.emplace_back(PluginField("type_id", nullptr, PluginFieldType::kINT32)); mFC.nbFields = mPluginAttributes.size(); mFC.fields = mPluginAttributes.data(); } char const* RecvPluginCreator::getPluginName() const noexcept { return RECV_PLUGIN_NAME; } char const* RecvPluginCreator::getPluginVersion() const noexcept { return RECV_PLUGIN_VERSION; } PluginFieldCollection const* RecvPluginCreator::getFieldNames() noexcept { return &mFC; } IPluginV2* RecvPluginCreator::createPlugin(char const* name, PluginFieldCollection const* fc) noexcept { PluginField const* fields = fc->fields; int srcRank{}; nvinfer1::DataType type{}; // Read configurations from each fields for (int i = 0; i < fc->nbFields; ++i) { char const* attrName = fields[i].name; if (!strcmp(attrName, "src_rank")) { TLLM_CHECK(fields[i].type == PluginFieldType::kINT32); srcRank = static_cast(*(static_cast(fields[i].data))); } else if (!strcmp(attrName, "type_id")) { TLLM_CHECK(fields[i].type == PluginFieldType::kINT32); type = static_cast(*(static_cast(fields[i].data))); } } try { auto* obj = new RecvPlugin(srcRank, type); obj->setPluginNamespace(mNamespace.c_str()); return obj; } catch (std::exception const& e) { caughtError(e); } return nullptr; } IPluginV2* RecvPluginCreator::deserializePlugin(char const* name, void const* serialData, size_t serialLength) noexcept { // This object will be deleted when the network is destroyed, which will // call RecvPlugin::destroy() try { auto* obj = new RecvPlugin(serialData, serialLength); obj->setPluginNamespace(mNamespace.c_str()); return obj; } catch (std::exception const& e) { caughtError(e); } return nullptr; }