Files
rocm-systems/projects/rccl/src/include/msccl/msccl_struct.h
T
Wen-Heng (Jack) Chung dfa0d98f9e Change MSCCL kernel signature to allow kernel arguments be preloaded via SGPR (#911)
* Adding a script that will download/compile/run TransferBench/RCCL/UCX/RCCL-tests/RCCL-Unittests/hip-mpi-testsuite (#895)

Co-authored-by: Pedram Alizadeh <pmohamma@banff-pla-r27-05.pla.dcgpu>

* Only build gfx941

* demo

* fine tune malloc

* Fix merge errors

* Fix merge errors

* Disable parallel build

* Adopt --amdgpu-kernarg-preload-count

* Revert "Adding a script that will download/compile/run TransferBench/RCCL/UCX/RCCL-tests/RCCL-Unittests/hip-mpi-testsuite (#895)"

This reverts commit f5e252dddf02a41b4d1bc512f306f45f97166304.

* Revert CMake changes.

* NPKIT changes.

* Remove some license declarations.

* Address code review feedbacks on msccl_kernel_impl.h

* Update CMakeLists.txt

* Add CMake logic to check the existence of --amdgpu-kernarg-preload-count

* Fix NPKIT trace logic.

---------

Co-authored-by: Pedram Alizadeh <pmohamma@amd.com>
Co-authored-by: Pedram Alizadeh <pmohamma@banff-pla-r27-05.pla.dcgpu>
Co-authored-by: Ziyue Yang <ziyyang@microsoft.com>

[ROCm/rccl commit: 7ee5c1c28b]
2023-10-12 20:17:08 -05:00

253 строки
7.5 KiB
C++

/*************************************************************************
* Copyright (c) Microsoft Corporation.
* Licensed under the MIT License.
************************************************************************/
#ifndef MSCCL_STRUCT_H_
#define MSCCL_STRUCT_H_
#include <cstdint>
#include <map>
#include <set>
#include <vector>
#include "devcomm.h"
#include "msccl/msccl_scheduler.h"
#define MSCCL_MAX_NUM_STEPS 64
#define MSCCL_MAX_NUM_THREAD_BLOCKS_PER_CHANNEL 32
#define MSCCL_MAX_NUM_THREAD_BLOCKS (MSCCL_MAX_NUM_THREAD_BLOCKS_PER_CHANNEL * MAXCHANNELS)
#define MSCCL_MAX_COUNT 72 // max concurrent number of msccl chunk transmission
#define MSCCL_MAX_REDUCE_FUSION 16
#define MSCCL_MAX_NUM_ALGOS 1024
#define MSCCL_SLICESTEPS (NCCL_STEPS/4)
#define MSCCL_CHUNKSTEPS (NCCL_STEPS/2)
#define MSCCL_INPUT_BUFFER 0
#define MSCCL_OUTPUT_BUFFER 1
#define MSCCL_SCRATCH_BUFFER 2
#define MSCCL_SEND 0
#define MSCCL_RECV 1
#define MSCCL_RECV_COPY_SEND 2
#define MSCCL_RECV_REDUCE_SEND 3
#define MSCCL_RECV_REDUCE_COPY 4
#define MSCCL_RECV_REDUCE_COPY_SEND 5
#define MSCCL_LOCAL_COPY 6
#define MSCCL_REDUCE 7
#define MSCCL_WORK_FIFO_DEPTH (64 << 10)
struct mscclTransmission {
int16_t dependencePointer; // index to the first dependence
int16_t numDependencies; // dependencePointer+numDependencies indicate the last dependence
int16_t reductionPointer; // where the reduction starts
int16_t numReductions; // number of reductions with the same dst
int16_t srcOffset;
int16_t dstOffset;
uint8_t srcBuffer : 4; // input/output/scratch
uint8_t dstBuffer : 4; // input/output/scratch
int8_t hasDependence;
uint8_t type;
uint8_t count;
}; // 16 bytes
static_assert((1ULL << (8*sizeof(mscclTransmission::count))) - 1 > MSCCL_MAX_COUNT, "MSCCL_MAX_COUNT must representable by datatype of count");
struct mscclThreadBlock {
// step is used to index into these arrays
struct mscclTransmission transmissions[MSCCL_MAX_NUM_STEPS]; // 4KB
int8_t dependentBid[MSCCL_MAX_NUM_STEPS]; // -1 if not dependent on any thread block, 256 bytes
int16_t dependentStep[MSCCL_MAX_NUM_STEPS]; // 512 bytes
int16_t reductionSrcOffsets[MSCCL_MAX_NUM_STEPS]; // 512 bytes
int16_t sendPeer;
int16_t recvPeer;
uint16_t nSteps;
int16_t channelId; // associated channel. -1 indicates a thread block with only local copies
}; // 5384 bytes
static_assert(sizeof(struct mscclThreadBlock) % sizeof(uint64_t) == 0, "Sanity check: sizeof(struct mscclThreadBlock) % sizeof(uint64_t) != 0");
struct mscclFlag {
uint64_t flag;
uint64_t align[3]; // to avoid false sharing
};
struct mscclChannelPeerInfo {
int peer;
// nTransmissionsOfCount[i]: number of transmissions with count i (in terms of msccl chunks)
int nTransmissionsOfCount[MSCCL_MAX_COUNT + 1];
int existingCounts[MSCCL_MAX_COUNT + 1];
int nExistingCounts;
};
struct mscclChannelInfo {
struct mscclChannelPeerInfo sendPeerInfo[MSCCL_MAX_NUM_THREAD_BLOCKS_PER_CHANNEL];
int nSendPeers;
struct mscclChannelPeerInfo recvPeerInfo[MSCCL_MAX_NUM_THREAD_BLOCKS_PER_CHANNEL];
int nRecvPeers;
};
struct mscclAlgoMeta {
// Path to algorithm file
std::string filePath;
// number of chunks of input/output in each MSCCL algorithm loop
int nChunksPerLoop;
// number of ranks required by this algorithm
int nRanks;
// need to times nRanks for all-gather, reduce-scatter and all-to-all
int sizeMultiplier;
// MSCCL function type
mscclFunc_t func;
// Min message size allowed for this algorithm.
int64_t minBytes;
// Max message size allowed for this algorithm, 0 for no limit.
int64_t maxBytes;
// Whether this algorithm is suitable for in-place.
bool inPlace;
// Whether this algorithm is suitable for out-of-place.
bool outOfPlace;
};
struct mscclAlgo {
// number of chunks of input/output in each MSCCL algorithm loop
int nChunksPerLoop;
// the protocol that the algorithm needs to use
int protocol;
// number of channels needed by MSCCL algorithm
int nChannels;
// number of ranks required by this algorithm
int nRanks;
// number of necessary thread blocks
int nBlocks;
// number of scratch chunks that MSCCL will use
int nScratchChunks;
// need to times nRanks for all-gather, reduce-scatter and all-to-all
int sizeMultiplier;
// number of steps per chunk for this algorithm
int chunkSteps;
// number of steps per slice for this algorithm
int sliceSteps;
// bid is used as an index into this array
struct mscclThreadBlock mscclTBs[MSCCL_MAX_NUM_THREAD_BLOCKS];
// used to calculate proxy info
struct mscclChannelInfo mscclChannels[MAXCHANNELS];
// Whether the algorithm requires reduce operation
bool hasReduce;
// MSCCL function type
mscclFunc_t func;
// Min message size allowed for this algorithm.
int64_t minBytes;
// Max message size allowed for this algorithm, 0 for no limit.
int64_t maxBytes;
// Whether this algorithm is suitable for in-place.
bool inPlace;
// Whether this algorithm is suitable for out-of-place.
bool outOfPlace;
};
enum mscclGroupStatus {
mscclNoGroup,
mscclGroupSupportedOp,
mscclGroupUnsupportedOp
};
struct mscclSavedSchedulerParam {
struct mscclSchedulerParam p;
std::vector<size_t> savedSendCounts;
std::vector<size_t> savedSDisPls;
std::vector<size_t> savedRecvCounts;
std::vector<size_t> savedRDisPls;
ncclComm_t comm;
hipStream_t stream;
};
enum mscclCaptureStatus {
mscclNoCapture,
mscclNewCapture,
mscclExistingCapture
};
struct mscclProxyArg {
struct mscclAlgo* hostAlgo;
ncclComm_t comm;
mscclProxyArg(struct mscclAlgo* hostAlgo, ncclComm_t comm)
: hostAlgo(hostAlgo), comm(comm) {}
};
typedef std::map<unsigned long long, std::vector<struct mscclProxyArg>> mscclSavedProxyArgs;
struct mscclThreadLocalStatus {
bool mscclIsCallerFlag;
mscclGroupStatus groupStatus;
int groupDepth;
std::vector<struct mscclSavedSchedulerParam> savedSchedulerParams;
unsigned long long captureId;
mscclCaptureStatus captureStatus;
hipGraph_t graph;
};
struct mscclStatus {
std::vector<mscclAlgoHandle_t> freeAlgoHandles;
std::map<mscclAlgoHandle_t, mscclAlgo *> hostAlgos;
std::map<mscclAlgoHandle_t, mscclAlgo *> devAlgos;
struct mscclFlag* syncFlags;
void *scratchBuffer;
uint64_t scratchBufferSize;
size_t nBytes;
int stepSize;
int chunkSteps;
int sliceSteps;
int chunkSize;
int chunkEffectiveSize;
uint32_t workIndex;
uint32_t maxAllowedCount;
ncclDataType_t dataType;
std::map<ncclComm_t, std::set<mscclAlgoHandle_t>> connectedAlgos;
hipStream_t lastStream;
void* mscclSchedulerLib;
mscclSchedulerInterface* mscclSchedulerPtr;
std::vector<mscclAlgoMeta> algoMetas;
std::vector<std::map<int, mscclAlgoHandle_t>> rankToAlgoHandles;
bool graphEnabled;
bool graphFirstKernel;
bool needsProxy;
uint64_t workFifoDepth;
struct mscclWork* workFifo;
uint32_t* workFifoDone;
uint32_t workFifoSent;
uint32_t workFifoSentPerChannel[MAXCHANNELS];
uint32_t workFifoAckdMin;
};
#pragma pack(push)
#pragma pack(8)
struct mscclWork {
volatile struct mscclFlag *syncFlags;
void *scratchBuffer;
const void *sendBuff;
void *recvBuff;
uint32_t* workFifoDone;
size_t sizePerMscclChunk;
uint64_t redOpArg;
uint32_t workIndex;
uint32_t maxAllowedCount;
uint32_t workFifoDoneAck;
int nChunksPerLoop;
bool hasReduce;
bool redOpArgIsPtr;
uint32_t pad[1];
};
static_assert(sizeof(struct mscclWork) % 16 == 0, "mscclWork needs to be 16B aligned");
#pragma pack(pop)
struct mscclShmemData {
struct mscclThreadBlock mscclTB;
alignas(16) struct mscclWork work;
};
static_assert(offsetof(struct mscclShmemData, work) % 16 == 0, "mscclShmemData.work needs to be 16B aligned");
#endif