/* * Copyright (c) 2022-2024, NVIDIA CORPORATION. All rights reserved. * * 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 #include namespace tensorrt_llm { constexpr size_t WARP_SIZE = 32; constexpr size_t MAX_ALL_REDUCE_BLOCKS = 24; constexpr size_t MAX_RANKS_PER_NODE = 8; constexpr size_t DEFAULT_BLOCK_SIZE = 1024; enum class AllReduceStrategyType : int8_t { RING = 0, ONESHOT = 1, TWOSHOT = 2, AUTO = 3, }; struct AllReduceParams { size_t elts_total; size_t elts_per_rank; size_t elts_per_block; size_t rank_offset; size_t ranks_per_node, rank, local_rank; uint32_t barrier_flag; uint32_t* peer_barrier_ptrs_in[MAX_RANKS_PER_NODE]; uint32_t* peer_barrier_ptrs_out[MAX_RANKS_PER_NODE]; void* peer_comm_buffer_ptrs[MAX_RANKS_PER_NODE]; void* local_output_buffer_ptr; }; inline size_t GetMaxRequiredWorkspaceSize(int world_size) { if (world_size <= 2) { return 16 * 1000 * 1000; } return 8 * 1000 * 1000; } inline AllReduceStrategyType SelectImplementation(size_t message_size, int world_size) { const size_t maxWorkspaceSize = GetMaxRequiredWorkspaceSize(world_size); if (message_size > maxWorkspaceSize) { return AllReduceStrategyType::RING; } if (world_size <= 2) { return AllReduceStrategyType::ONESHOT; } if (world_size <= 4) { if (message_size < 1 * 1000 * 1000) { return AllReduceStrategyType::ONESHOT; } return AllReduceStrategyType::TWOSHOT; } if (message_size < 500 * 1000) { return AllReduceStrategyType::ONESHOT; } return AllReduceStrategyType::TWOSHOT; } void customAllReduce(AllReduceParams& params, void* data, size_t elts, DLDataType dataType, AllReduceStrategyType strat, cudaStream_t stream); } // namespace tensorrt_llm