2.24.3-1
Network user buffer support for collectives * Leverage user buffer registration to achieve zero-copy inter-node communications for Ring, NVLS and Collnet Add RAS subsystem * Create a RAS thread keeping track of all NCCL communicators. * Add a ncclras tool contacting the RAS thread and getting a report. Add fp8 support * Add support for e5m2 and e4m3 8-bit floating point operations. * Use Tree/PAT algorithms when possible for better numerical stability. Add NIC fusion * Add a NET API to ask the network plugin to fuse a set of interfaces together. * Fuse multiple NICs under the same PCI switch as a single, larger NIC. Socket connection failure retry * Retry in case of socket connection failure (unreachable host) * Avoid "Software caused connection abort" errors on retries QP connection failure retry * Retry in case of IB QP connection failure during ibv_modify_qp. NET API improvements * Allow plugins to force a flush in case data and completion ordering is not guaranteed. * Indicate when completion is not needed (e.g. for the LL128 protocol), allowing plugins to skip generating a completion. * Allow for full offload of allgather operations when using one GPU per node. NCCL_ALGO/NCCL_PROTO strict enforcement * Extend NCCL_ALGO/NCCL_PROTO syntax to be able to specify ALGO/PROTO filters for each collective operation. * Strictly enforce the ALGO/PROTO filters, no longer fall back on the ring algorithm when the filtering leaves no option and error out instead. Enable CUMEM host allocations * Use cumem functions for host memory allocation by default. Improved profiler plugin API * Avoid dependencies with NCCL includes. * Add information on whether the buffer is registered or not Adjust PAT tuning * Improve transition between PAT and ring at scale. Fix hangs when running with different CPU architectures * Detect when we use a mix of GPU architectures * Ensure Algo/Proto decisions are made based on that unified state. Fix FD leak in UDS * Fix a leak when mapping buffers intra-node with cumem IPCs. Fix crash when mixing buffer registration and graph buffer registration. * Separate local and graph registration to avoid crashes when we free buffers. Fix user buffer registration with dmabuf * Make ncclSend/ncclRecv communication with buffer registration functional on network plugins relying on dmabuf for buffer registration. Fix crash in IB code caused by uninitialized fields. Fix non-blocking ncclSend/ncclRecv * Fix case where ncclSend/ncclRecv would return ncclSuccess in non-blocking mode even though the operation was not enqueued onto the stream. * Issue #1495 Various compiler tweaks and fixes * PR #758 Fix typo in ncclTopoPrintGraph * Issue #1468
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@@ -67,6 +67,7 @@ typedef struct {
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// - numPipeOps: number of operations in the group
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// - numAlgo: number of algorithms in collCostTable
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// - numProto: number of protocols in collCostTable
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// - regBuff: can register user buffer
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//
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// Outputs:
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// - nChannels: number of channels (hence SMs) to be used.
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@@ -82,15 +83,15 @@ typedef struct {
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// Unset fields will be set automatically by NCCL.
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ncclResult_t (*getCollInfo)(void* context, ncclFunc_t collType, size_t nBytes,
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int numPipeOps, float** collCostTable, int numAlgo, int numProto,
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int* nChannels);
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int regBuff, int* nChannels);
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// Terminates the plugin and cleans up any resources that the plugin allocated.
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// context: tuner context object
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ncclResult_t (*destroy)(void* context);
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} ncclTuner_v3_t;
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} ncclTuner_v4_t;
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typedef ncclTuner_v3_t ncclTuner_t;
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typedef ncclTuner_v4_t ncclTuner_t;
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#define NCCL_TUNER_PLUGIN_SYMBOL "ncclTunerPlugin_v3"
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#define NCCL_TUNER_PLUGIN_SYMBOL "ncclTunerPlugin_v4"
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#endif
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@@ -12,10 +12,11 @@ __hidden ncclResult_t pluginInit(size_t nRanks, size_t nNodes, ncclDebugLogger_t
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__hidden ncclResult_t pluginGetCollInfo(void* context, ncclFunc_t collType, size_t nBytes,
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int numPipeOps, float** collCostTable, int numAlgo, int numProto,
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int* nChannels) {
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int regBuff, int* nChannels) {
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// Update NCCL core generated cost table. Updated table will be evaluated by NCCL to pick the best algo/proto combo
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if (collCostTable[NCCL_ALGO_RING][NCCL_PROTO_SIMPLE] != NCCL_ALGO_PROTO_IGNORE) {
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collCostTable[NCCL_ALGO_RING][NCCL_PROTO_SIMPLE] = 0.0;
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float (*table)[NCCL_NUM_PROTOCOLS] = (float (*)[NCCL_NUM_PROTOCOLS])collCostTable;
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if (table[NCCL_ALGO_RING][NCCL_PROTO_SIMPLE] != NCCL_ALGO_PROTO_IGNORE) {
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table[NCCL_ALGO_RING][NCCL_PROTO_SIMPLE] = 0.0;
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}
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*nChannels = 1;
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return ncclSuccess;
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@@ -25,7 +26,7 @@ __hidden ncclResult_t pluginDestroy(void* context) { return ncclSuccess; }
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#define PLUGIN_NAME "Example"
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const ncclTuner_v3_t ncclTunerPlugin_v3 = {
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const ncclTuner_v4_t ncclTunerPlugin_v4 = {
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.name = PLUGIN_NAME,
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.init = pluginInit,
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.getCollInfo = pluginGetCollInfo,
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