2.23.4-1
Add scalable init API * Add new ncclCommInitRankScalable to allow for passing multiple unique IDs to the init function. * Spreads the load onto multiple bootstrap roots, allowing for constant bootstrap time. * Requires multiple ranks to create a unique ID, and the CPU-side ID exchange code to call allgather[v] instead of broadcast. Accelerate init bootstrap operations * Reduce the number of calls to allgather. * Allow roots to reply early to ranks when information is already available. * Add an option to use ncclNet instead of sockets to perform bootstrap allgather operations. Add PAT algorithms for Allgather and ReduceScatter * Parallel Aggregated Trees, variation of Bruck algorithm. * Logarithmic number of network steps for small sizes at scale. * Only supports one rank per node at the moment. Add support for registered buffers for intra-node communication. * Allow registered user buffers to be accessed directly intra-node * Avoids extra copies in algorithms which permit it, saving memory bandwidth and helping with compute overlap. Add profiler plugin API * New plugin API for profiling * Supports various levels of profiling, with a hierarchy. Asynchronous graph allocation * Make calls to cudaMalloc and cudaMemcpy during graph allocation asynchronous. * Significantly speeds up graph capture. Use fatal IB asynchronous events to stop network operation * Avoids many other error messages * Only fatal errors are affected; potentially transient errors (e.g. port down) do not cause an immediate stop. Set P2P level to PXB on AMD CPUs when using more than 2 GPUs per node * P2P would cause a significant performance degradation when using many GPUs, and therefore many interleaved data flows. * Disable P2P through the CPU when we have 3+ GPUs per node; keep it enabled when we only have 2 GPUs. Improve the init logs to report the real NCCL function. * Make the log report ncclCommInitRank or ncclCommSplit, rather than the generic ncclCommInitRankFunc. Add a parameter to set the location of the user configuration file. * Add NCCL_CONF_FILE environment variable to set where the user's configuration file resides. Increase default IB timeout * Increase IB timeout value from 18 to 20. * Should help avoid fatal errors on large RoCE systems. Add new check for nvidia peermem * On linux kernels 6.6+, /sys/kernel/mm/memory_peers is no longer present; check for /sys/module/nvidia_peermem/version instead. Fix old performance regression when mixing small and large operations. * Improves distribution of work on channels. Fix crash when NUMA IDs are equal to -1. * Can happen when a NIC is a virtual NIC, or when linux doesn't know which NUMA node a device is attached to * Issue NVIDIA/nccl-tests#233 Fix tree graph search when NCCL_CROSS_NIC is set to 1. * Would force NCCL to use the balanced_tree pattern, thereby disabling LL128 on platforms with 1 GPU+1 NIC per PCI switch. * Would also try to use alternate rings even though it was not needed. Compiler tweaks and fixes * PR #1177 * PR #1228 Fix stack smash * PR #1325 Fixes for multi-node NVLink + IB operation Coverity fixes and comments.
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@@ -128,6 +128,8 @@ struct ncclConnInfo {
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};
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struct ncclProxyConnector {
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bool initialized;
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int rank;
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int tpRank;
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int tpLocalRank;
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int sameProcess;
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@@ -141,6 +143,8 @@ struct ncclConnector {
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struct ncclTransportComm* transportComm;
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void* transportResources;
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struct ncclConnInfo conn;
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int sendMemSameProcess;
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int recvMemSameProcess;
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};
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struct ncclRing {
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@@ -225,6 +229,7 @@ struct alignas(16) ncclDevWorkP2p {
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uint8_t sendProtoLL:1, recvProtoLL:1;
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uint8_t sendRegistered:1, recvRegistered:1;
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uint8_t sendIpcReg:1, recvIpcReg:1;
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};
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// Compute the subset of the data transfer corresponding to the given part index.
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@@ -266,6 +271,10 @@ struct alignas(16) ncclDevWorkColl {
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uint32_t root;
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void* recvbuff;
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void* sendbuff;
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uintptr_t sendbuffOffset;
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uintptr_t recvbuffOffset;
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uintptr_t* sendbuffRmtAddrs;
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uintptr_t* recvbuffRmtAddrs;
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union {
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// Continuous-byte-distribution scheduling. The lo and hi channels are of
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// different size than the channels in the middle.
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@@ -384,6 +393,7 @@ struct ncclDevComm {
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int nNodes;
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int buffSizes[NCCL_NUM_PROTOCOLS];
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int p2pChunkSize;
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int isNvlink;
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// Work fifo return credits
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uint32_t* workConsumed/*[MAXCHANNELS]*/;
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@@ -395,6 +405,7 @@ struct ncclDevComm {
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// Channels, device side
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struct ncclDevChannel* channels/*[MAXCHANNELS]*/;
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int* rankToLocalRank;
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};
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struct alignas(16) ncclDevCommAndChannels {
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@@ -539,11 +550,12 @@ inline int ncclDevFuncId(int coll, int devRedOp, int type, int algo, int proto)
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if (coll == ncclFuncSendRecv) break;
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row += 1;
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int nAlgos = 3;
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int nAlgos = 4;
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if (coll == ncclFuncAllGather) {
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int algo1 = algo == NCCL_ALGO_RING ? 0 :
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algo == NCCL_ALGO_COLLNET_DIRECT ? 1 :
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/*algo == NCCL_ALGO_NVLS*/ 2;
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algo == NCCL_ALGO_NVLS ? 2 :
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/*algo == NCCL_ALGO_PAT*/ 3;
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row += algo1*NCCL_NUM_PROTOCOLS + proto;
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break;
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}
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@@ -556,7 +568,7 @@ inline int ncclDevFuncId(int coll, int devRedOp, int type, int algo, int proto)
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}
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row += nAlgos*NCCL_NUM_PROTOCOLS;
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nAlgos = NCCL_NUM_ALGORITHMS;
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nAlgos = 6;
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if (coll == ncclFuncAllReduce) {
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row += ((devRedOp*NumTypes + type)*nAlgos + algo)*NCCL_NUM_PROTOCOLS + proto;
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break;
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@@ -570,11 +582,12 @@ inline int ncclDevFuncId(int coll, int devRedOp, int type, int algo, int proto)
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}
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row += ncclNumDevRedOps*NumTypes*nAlgos*NCCL_NUM_PROTOCOLS;
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nAlgos = 3;
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nAlgos = 4;
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if (coll == ncclFuncReduceScatter) {
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int algo1 = algo == NCCL_ALGO_RING ? 0 :
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algo == NCCL_ALGO_COLLNET_DIRECT ? 1 :
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/*algo == NCCL_ALGO_NVLS*/ 2;
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algo == NCCL_ALGO_NVLS ? 2 :
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/*algo == NCCL_ALGO_PAT*/ 3;
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row += ((devRedOp*NumTypes + type)*nAlgos + algo1)*NCCL_NUM_PROTOCOLS + proto;
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break;
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}
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