/************************************************************************* * Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved. * Copyright (c) 2023, Meta Platforms, Inc. and affiliates. * * See LICENSE.txt for license information ************************************************************************/ #ifndef NCCL_TUNER_H_ #define NCCL_TUNER_H_ #include #include #include "common.h" #include "err.h" #define NCCL_NUM_FUNCTIONS 5 // Send/Recv not included for now typedef enum { ncclFuncBroadcast = 0, ncclFuncReduce = 1, ncclFuncAllGather = 2, ncclFuncReduceScatter = 3, ncclFuncAllReduce = 4, ncclFuncSendRecv = 5, ncclFuncSend = 6, ncclFuncRecv = 7, ncclNumFuncs = 8 } ncclFunc_t; #define NCCL_NUM_ALGORITHMS 7 // Tree/Ring/CollNet* #define NCCL_ALGO_UNDEF -1 #define NCCL_ALGO_TREE 0 #define NCCL_ALGO_RING 1 #define NCCL_ALGO_COLLNET_DIRECT 2 #define NCCL_ALGO_COLLNET_CHAIN 3 #define NCCL_ALGO_NVLS 4 #define NCCL_ALGO_NVLS_TREE 5 #define NCCL_ALGO_PAT 6 #define NCCL_NUM_PROTOCOLS 3 // Simple/LL/LL128 #define NCCL_PROTO_UNDEF -1 #define NCCL_PROTO_LL 0 #define NCCL_PROTO_LL128 1 #define NCCL_PROTO_SIMPLE 2 #define NCCL_ALGO_PROTO_IGNORE -1.0 #define NCCL_HW_NVLINK 0 #define NCCL_HW_PCI 1 #define NCCL_HW_NET 2 #define NCCL_NUM_HW_LINKS 3 #define NCCL_VOLTA_COMPCAP_IDX 0 #define NCCL_AMPERE_COMPCAP_IDX 1 #define NCCL_HOPPER_COMPCAP_IDX 2 #define NCCL_BLACKWELL_COMPCAP_IDX 3 #define NCCL_NUM_COMPCAPS 4 #define NCCL_TUNING_SCALE_1NODE 0 #define NCCL_TUNING_SCALE_2NODES 1 #define NCCL_TUNING_SCALE_4NODES 2 #define NCCL_NUM_TUNING_SCALES 3 typedef struct { int nNvlDomains; // number of NVLink domains int minRanksPerNvlDomain; // minimum ranks across all NVLink domains int maxRanksPerNvlDomain; // maximum ranks across all NVLink domains } ncclNvlDomainInfo_v5_t; typedef struct { double baseLatencies [NCCL_NUM_ALGORITHMS][NCCL_NUM_PROTOCOLS]; double hwLatencies [NCCL_NUM_HW_LINKS][NCCL_NUM_ALGORITHMS][NCCL_NUM_PROTOCOLS]; double llMaxBws [NCCL_NUM_COMPCAPS][NCCL_NUM_TUNING_SCALES]; double perChMaxRingLL128Bws [NCCL_NUM_COMPCAPS][NCCL_NUM_TUNING_SCALES]; double perChMaxTreeLL128Bws [NCCL_NUM_COMPCAPS][NCCL_NUM_TUNING_SCALES]; double perChMaxTreeBws [NCCL_NUM_COMPCAPS][NCCL_NUM_TUNING_SCALES]; } ncclTunerConstants_v5_t; // API to be implemented by external tuner typedef struct { // Name of the tuner const char* name; // Initializes tuner states. // Inputs: // - commId: communicator identifier // - nRanks: number of ranks in current communicator. Each communicator initialize its own tuner. // - nNodes: number of nodes in current communicator. // - logFunction: a logFunction can be useful to integrate logging together with NCCL core. // - nvlDomainInfo: NVL domain information struct // Outputs: // - context: tuner context object // Input/Output: // - constants: tuner constants ncclResult_t (*init)(void** ctx, uint64_t commId, size_t nRanks, size_t nNodes, ncclDebugLogger_t logFunction, ncclNvlDomainInfo_v5_t* nvlDomainInfo, ncclTunerConstants_v5_t* constants); // Gets info (algo, protocol, number of ctas and threads) for a given collective. // Inputs: // - context: tuner context object // - collType: collective type , e.g., allreduce, allgather… // - nBytes: collective size in bytes // - numPipeOps: number of operations in the group // - numAlgo: number of algorithms in collCostTable // - numProto: number of protocols in collCostTable // - regBuff: can register user buffer // // Outputs: // - nChannels: number of channels (hence SMs) to be used. // // InOut: // - collCostTable: collective cost table, generated by NCCL core, containing algo|proto|time entries for collType. // NCCL core sets ignored algo/proto cost table entries to -1.0 (NCCL_ALGO_PROTO_IGNORE). // // If getCollInfo() does not return ncclSuccess, NCCL will fall back to the // default tuning for the given collective. // Also, the plugin is allowed to not set any output, or set only the // algorithm and protocol, but not only the algorithm or only the protocol. // Unset fields will be set automatically by NCCL. ncclResult_t (*getCollInfo)(void* context, ncclFunc_t collType, size_t nBytes, int numPipeOps, float** collCostTable, int numAlgo, int numProto, int regBuff, int* nChannels); // Terminates the plugin and cleans up any resources that the plugin allocated. // context: tuner context object ncclResult_t (*finalize)(void* context); } ncclTuner_v5_t; typedef ncclTuner_v5_t ncclTuner_t; typedef ncclNvlDomainInfo_v5_t ncclNvlDomainInfo_t; typedef ncclTunerConstants_v5_t ncclTunerConstants_t; #define NCCL_TUNER_PLUGIN_SYMBOL "ncclTunerPlugin_v5" #endif