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
This commit is contained in:
Sylvain Jeaugey
2024-12-18 08:26:06 -08:00
bovenliggende 2ea4ee94bf
commit 6aae379278
97 gewijzigde bestanden met toevoegingen van 12588 en 3127 verwijderingen
+83 -19
Bestand weergeven
@@ -1,5 +1,5 @@
/*************************************************************************
* Copyright (c) 2015-2019, NVIDIA CORPORATION. All rights reserved.
* Copyright (c) 2015-2024, NVIDIA CORPORATION. All rights reserved.
*
* See LICENSE.txt for license information
************************************************************************/
@@ -7,15 +7,15 @@
#include "net.h"
#define __hidden __attribute__ ((visibility("hidden")))
#define NCCL_PLUGIN_MAX_RECVS 1
int max_requests = NCCL_NET_MAX_REQUESTS;
__hidden ncclResult_t pluginInit(ncclDebugLogger_t logFunction) { return ncclSuccess; }
__hidden ncclResult_t pluginDevices(int* ndev) { *ndev = 0; return ncclSuccess; }
__hidden ncclResult_t pluginPciPath(int dev, char** path) { return ncclInternalError; }
__hidden ncclResult_t pluginPtrSupport(int dev, int* supportedTypes) { return ncclInternalError; }
__hidden ncclResult_t pluginGetProperties(int dev, ncclNetProperties_v8_t* props) {
__hidden ncclResult_t pluginGetProperties(int dev, ncclNetProperties_t* props) {
// Below are default values, if unsure don't change.
props->name = "Example";
@@ -27,6 +27,8 @@ __hidden ncclResult_t pluginGetProperties(int dev, ncclNetProperties_v8_t* props
props->ptrSupport = NCCL_PTR_HOST;
// If you regMr has a fast registration cache, set to 1. If set to 0, user buffer registration may be disabled.
props->regIsGlobal = 0;
// Force flush after receive. Needed if the control path and data path use a different path to the GPU
props->forceFlush = 0;
// Speed in *Mbps*. 100000 means 100G
props->speed = 100000;
// Port number, used in conjunction with guid
@@ -36,20 +38,27 @@ __hidden ncclResult_t pluginGetProperties(int dev, ncclNetProperties_v8_t* props
// Maximum number of comm objects we can create.
props->maxComms = 1024*1024;
// Maximum number of receive operations taken by irecv().
props->maxRecvs = 1;
props->maxRecvs = NCCL_PLUGIN_MAX_RECVS;
// Coupling with NCCL network device-side code.
props->netDeviceType = 0;
props->netDeviceType = NCCL_NET_DEVICE_HOST;
props->netDeviceVersion = NCCL_NET_DEVICE_INVALID_VERSION;
return ncclInternalError;
// Used to tell NCCL core whether this is a virtual device fusing multiple physical devices.
props->vProps.ndevs = 1;
props->vProps.devs[0] = dev;
// maximum transfer sizes the plugin can handle
props->maxP2pBytes = NCCL_MAX_NET_SIZE_BYTES;
props->maxCollBytes = NCCL_MAX_NET_SIZE_BYTES;
return ncclSuccess;
}
__hidden ncclResult_t pluginListen(int dev, void* handle, void** listenComm) { return ncclInternalError; }
__hidden ncclResult_t pluginConnect(int dev, void* handle, void** sendComm, ncclNetDeviceHandle_v8_t** sendDevComm) { return ncclInternalError; }
__hidden ncclResult_t pluginAccept(void* listenComm, void** recvComm, ncclNetDeviceHandle_v8_t** recvDevComm) { return ncclInternalError; }
__hidden ncclResult_t pluginConnect(int dev, void* handle, void** sendComm, ncclNetDeviceHandle_t** sendDevComm) { return ncclInternalError; }
__hidden ncclResult_t pluginAccept(void* listenComm, void** recvComm, ncclNetDeviceHandle_t** recvDevComm) { return ncclInternalError; }
__hidden ncclResult_t pluginRegMr(void* collComm, void* data, size_t size, int type, void** mhandle) { return ncclInternalError; }
__hidden ncclResult_t pluginRegMrDmaBuf(void* collComm, void* data, size_t size, int type, uint64_t offset, int fd, void** mhandle) { return ncclInternalError; }
__hidden ncclResult_t pluginDeregMr(void* collComm, void* mhandle) { return ncclInternalError;}
__hidden ncclResult_t pluginIsend(void* sendComm, void* data, int size, int tag, void* mhandle, void** request) { return ncclInternalError; }
__hidden ncclResult_t pluginIrecv(void* recvComm, int n, void** data, int* sizes, int* tags, void** mhandles, void** request) { return ncclInternalError; }
__hidden ncclResult_t pluginIsend(void* sendComm, void* data, size_t size, int tag, void* mhandle, void** request) { return ncclInternalError; }
__hidden ncclResult_t pluginIrecv(void* recvComm, int n, void** data, size_t* sizes, int* tags, void** mhandles, void** request) { return ncclInternalError; }
__hidden ncclResult_t pluginIflush(void* recvComm, int n, void** data, int* sizes, void** mhandles, void** request) { return ncclInternalError; }
__hidden ncclResult_t pluginTest(void* request, int* done, int* size) { return ncclInternalError; }
__hidden ncclResult_t pluginCloseSend(void* sendComm) { return ncclInternalError; }
@@ -57,10 +66,11 @@ __hidden ncclResult_t pluginCloseRecv(void* recvComm) { return ncclInternalError
__hidden ncclResult_t pluginCloseListen(void* listenComm) { return ncclInternalError; }
__hidden ncclResult_t pluginIrecvConsumed(void* recvComm, int n, void* request) { return ncclInternalError; }
__hidden ncclResult_t pluginGetDeviceMr(void* comm, void* mhandle, void** dptr_mhandle) { return ncclInternalError; }
__hidden ncclResult_t pluginMakeVDevice(int* d, ncclNetVDeviceProps_t* props) { return ncclInternalError; }
#define PLUGIN_NAME "Plugin"
const ncclNet_v8_t ncclNetPlugin_v8 = {
ncclNet_v9_t ncclNetPlugin_v9 = {
.name = PLUGIN_NAME,
.init = pluginInit,
.devices = pluginDevices,
@@ -80,8 +90,60 @@ const ncclNet_v8_t ncclNetPlugin_v8 = {
.closeListen = pluginCloseListen,
.getDeviceMr = pluginGetDeviceMr,
.irecvConsumed = pluginIrecvConsumed,
.makeVDevice = pluginMakeVDevice,
};
__hidden ncclResult_t pluginGetProperties_v8(int dev, ncclNetProperties_v8_t* props_v8) {
ncclNetProperties_t props;
ncclResult_t ret = pluginGetProperties(dev, &props);
if (ret != ncclSuccess) return ret;
props_v8->name = props.name;
props_v8->pciPath = props.pciPath;
props_v8->guid = props.guid;
props_v8->ptrSupport = props.ptrSupport;
props_v8->regIsGlobal = props.regIsGlobal;
props_v8->speed = props.speed;
props_v8->latency = props.latency;
props_v8->port = props.port;
props_v8->maxComms = props.maxComms;
props_v8->maxRecvs = props.maxRecvs;
props_v8->netDeviceType = props.netDeviceType;
props_v8->netDeviceVersion = props.netDeviceVersion;
return ncclSuccess;
}
__hidden ncclResult_t pluginIsend_v8(void* sendComm, void* data, int size, int tag, void* mhandle, void** request) {
return pluginIsend(sendComm, data, (int)size, tag, mhandle, request);
}
__hidden ncclResult_t pluginIrecv_v8(void* recvComm, int n, void** data, int* sizes, int* tags, void** mhandles, void** request) {
size_t sizesOut[NCCL_PLUGIN_MAX_RECVS];
for (int i=0; i<n; i++) sizesOut[i] = sizes[i];
return pluginIrecv(recvComm, 1, data, sizesOut, tags, mhandles, request);
}
const ncclNet_v8_t ncclNetPlugin_v8 = {
.name = PLUGIN_NAME,
.init = pluginInit,
.devices = pluginDevices,
.getProperties = pluginGetProperties_v8,
.listen = pluginListen,
.connect = pluginConnect,
.accept = pluginAccept,
.regMr = pluginRegMr,
.regMrDmaBuf = pluginRegMrDmaBuf,
.deregMr = pluginDeregMr,
.isend = pluginIsend_v8,
.irecv = pluginIrecv_v8,
.iflush = pluginIflush,
.test = pluginTest,
.closeSend = pluginCloseSend,
.closeRecv = pluginCloseRecv,
.closeListen = pluginCloseListen,
.getDeviceMr = pluginGetDeviceMr,
.irecvConsumed = pluginIrecvConsumed,
};
__hidden ncclResult_t pluginGetProperties_v7(int dev, ncclNetProperties_v7_t* props_v7) {
ncclNetProperties_t props;
ncclResult_t ret = pluginGetProperties(dev, &props);
@@ -91,6 +153,7 @@ __hidden ncclResult_t pluginGetProperties_v7(int dev, ncclNetProperties_v7_t* pr
props_v7->guid = props.guid;
props_v7->ptrSupport = props.ptrSupport;
props_v7->speed = props.speed;
props_v7->latency = props.latency;
props_v7->port = props.port;
props_v7->maxComms = props.maxComms;
props_v7->maxRecvs = props.maxRecvs;
@@ -114,8 +177,8 @@ const ncclNet_v7_t ncclNetPlugin_v7 = {
.regMr = pluginRegMr_v7,
.regMrDmaBuf = pluginRegMrDmaBuf,
.deregMr = pluginDeregMr,
.isend = pluginIsend,
.irecv = pluginIrecv,
.isend = pluginIsend_v8,
.irecv = pluginIrecv_v8,
.iflush = pluginIflush,
.test = pluginTest,
.closeSend = pluginCloseSend,
@@ -134,6 +197,7 @@ __hidden ncclResult_t pluginGetProperties_v6(int dev, ncclNetProperties_v6_t* pr
props_v6->guid = props.guid;
props_v6->ptrSupport = props.ptrSupport;
props_v6->speed = props.speed;
props_v6->latency = props.latency;
props_v6->port = props.port;
props_v6->maxComms = props.maxComms;
props_v6->maxRecvs = props.maxRecvs;
@@ -154,8 +218,8 @@ const ncclNet_v6_t ncclNetPlugin_v6 = {
.regMr = pluginRegMr_v7,
.regMrDmaBuf = pluginRegMrDmaBuf,
.deregMr = pluginDeregMr,
.isend = pluginIsend,
.irecv = pluginIrecv,
.isend = pluginIsend_v8,
.irecv = pluginIrecv_v8,
.iflush = pluginIflush,
.test = pluginTest,
.closeSend = pluginCloseSend,
@@ -174,8 +238,8 @@ const ncclNet_v5_t ncclNetPlugin_v5 = {
.accept = pluginAccept_v6,
.regMr = pluginRegMr_v7,
.deregMr = pluginDeregMr,
.isend = pluginIsend,
.irecv = pluginIrecv,
.isend = pluginIsend_v8,
.irecv = pluginIrecv_v8,
.iflush = pluginIflush,
.test = pluginTest,
.closeSend = pluginCloseSend,
@@ -198,11 +262,11 @@ static ncclResult_t pluginGetProperties_v4(int dev, ncclNetProperties_v4_t* prop
return ncclSuccess;
}
static ncclResult_t pluginIsend_v4(void *sendComm, void* data, int size, void *mhandle, void** request) {
return pluginIsend(sendComm, data, size, 0, mhandle, request);
return pluginIsend_v8(sendComm, data, size, 0, mhandle, request);
}
static ncclResult_t pluginIrecv_v4(void* recvComm, void* data, int size, void* mhandle, void** request) {
int tag = 0;
return pluginIrecv(recvComm, 1, &data, &size, &tag, &mhandle, request);
return pluginIrecv_v8(recvComm, 1, &data, &size, &tag, &mhandle, request);
}
static ncclResult_t pluginIflush_v4(void* recvComm, void* data, int size, void* mhandle, void** request) {
return pluginIflush(recvComm, 1, &data, &size, &mhandle, request);