Files
rocm-systems/src/include/alloc.h
T
Sylvain Jeaugey c4e2aa6c79 2.14.3-1
Add support for improved fault tolerance: non-blocking mode, new
init function with config, and ncclCommFinalize function.
Reintroduce collnet+chain algorithm, alongside collnet+direct.
Add LL protocol for intra-node P2P (on by default) and network
communication (off by default).
Use network instead of shared memory when performance is better.
Fix: wait for CUDA graph destroy before destroying comm with linked
graph resources.
Remove aggressive polling during enqueue.
Fix DMABUF fallback on MOFED 5.4 and earlier.
2022-08-18 02:53:17 -07:00

182 строки
7.2 KiB
C++

/*************************************************************************
* Copyright (c) 2019-2022, NVIDIA CORPORATION. All rights reserved.
*
* See LICENSE.txt for license information
************************************************************************/
#ifndef NCCL_ALLOC_H_
#define NCCL_ALLOC_H_
#include "nccl.h"
#include "checks.h"
#include "align.h"
#include "utils.h"
#include <sys/mman.h>
#include <unistd.h>
#include <stdlib.h>
#include <string.h>
uint64_t clockNano(); // from utils.h with which we have a circular dependency
template <typename T>
ncclResult_t ncclCudaHostCallocDebug(T** ptr, size_t nelem, const char *filefunc, int line) {
ncclResult_t result = ncclSuccess;
cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
*ptr = nullptr;
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
CUDACHECKGOTO(cudaHostAlloc(ptr, nelem*sizeof(T), cudaHostAllocMapped), result, finish);
memset(*ptr, 0, nelem*sizeof(T));
finish:
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
if (*ptr == nullptr) WARN("Failed to CUDA host alloc %ld bytes", nelem*sizeof(T));
INFO(NCCL_ALLOC, "%s:%d Cuda Host Alloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), *ptr);
return result;
}
#define ncclCudaHostCalloc(...) ncclCudaHostCallocDebug(__VA_ARGS__, __FILE__, __LINE__)
inline ncclResult_t ncclCudaHostFree(void* ptr) {
CUDACHECK(cudaFreeHost(ptr));
return ncclSuccess;
}
template <typename T>
ncclResult_t ncclCallocDebug(T** ptr, size_t nelem, const char *filefunc, int line) {
void* p = malloc(nelem*sizeof(T));
if (p == NULL) {
WARN("Failed to malloc %ld bytes", nelem*sizeof(T));
return ncclSystemError;
}
//INFO(NCCL_ALLOC, "%s:%d malloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), p);
memset(p, 0, nelem*sizeof(T));
*ptr = (T*)p;
return ncclSuccess;
}
#define ncclCalloc(...) ncclCallocDebug(__VA_ARGS__, __FILE__, __LINE__)
template <typename T>
ncclResult_t ncclRealloc(T** ptr, size_t oldNelem, size_t nelem) {
if (nelem < oldNelem) return ncclInternalError;
if (nelem == oldNelem) return ncclSuccess;
T* oldp = *ptr;
T* p = (T*)malloc(nelem*sizeof(T));
if (p == NULL) {
WARN("Failed to malloc %ld bytes", nelem*sizeof(T));
return ncclSystemError;
}
memcpy(p, oldp, oldNelem*sizeof(T));
free(oldp);
memset(p+oldNelem, 0, (nelem-oldNelem)*sizeof(T));
*ptr = (T*)p;
INFO(NCCL_ALLOC, "Mem Realloc old size %ld, new size %ld pointer %p", oldNelem*sizeof(T), nelem*sizeof(T), *ptr);
return ncclSuccess;
}
template <typename T>
ncclResult_t ncclCudaMallocDebug(T** ptr, size_t nelem, const char *filefunc, int line) {
ncclResult_t result = ncclSuccess;
cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
*ptr = nullptr;
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
CUDACHECKGOTO(cudaMalloc(ptr, nelem*sizeof(T)), result, finish);
finish:
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
if (*ptr == nullptr) WARN("Failed to CUDA malloc %ld bytes", nelem*sizeof(T));
INFO(NCCL_ALLOC, "%s:%d Cuda Alloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), *ptr);
return result;
}
#define ncclCudaMalloc(...) ncclCudaMallocDebug(__VA_ARGS__, __FILE__, __LINE__)
template <typename T>
ncclResult_t ncclCudaCallocDebug(T** ptr, size_t nelem, const char *filefunc, int line) {
ncclResult_t result = ncclSuccess;
cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
*ptr = nullptr;
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
// Need a side stream so as not to interfere with graph capture.
cudaStream_t stream;
CUDACHECK(cudaStreamCreateWithFlags(&stream, cudaStreamNonBlocking));
CUDACHECKGOTO(cudaMalloc(ptr, nelem*sizeof(T)), result, finish);
CUDACHECKGOTO(cudaMemsetAsync(*ptr, 0, nelem*sizeof(T), stream), result, finish);
CUDACHECKGOTO(cudaStreamSynchronize(stream), result, finish);
CUDACHECKGOTO(cudaStreamDestroy(stream), result, finish);
finish:
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
if (*ptr == nullptr) WARN("Failed to CUDA calloc %ld bytes", nelem*sizeof(T));
INFO(NCCL_ALLOC, "%s:%d Cuda Alloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), *ptr);
return result;
}
#define ncclCudaCalloc(...) ncclCudaCallocDebug(__VA_ARGS__, __FILE__, __LINE__)
template <typename T>
ncclResult_t ncclCudaCallocAsyncDebug(T** ptr, size_t nelem, cudaStream_t stream, const char *filefunc, int line) {
ncclResult_t result = ncclSuccess;
cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
*ptr = nullptr;
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
CUDACHECKGOTO(cudaMalloc(ptr, nelem*sizeof(T)), result, finish);
CUDACHECKGOTO(cudaMemsetAsync(*ptr, 0, nelem*sizeof(T), stream), result, finish);
finish:
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
if (*ptr == nullptr) WARN("Failed to CUDA calloc async %ld bytes", nelem*sizeof(T));
INFO(NCCL_ALLOC, "%s:%d Cuda Alloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), *ptr);
return result;
}
#define ncclCudaCallocAsync(...) ncclCudaCallocAsyncDebug(__VA_ARGS__, __FILE__, __LINE__)
template <typename T>
ncclResult_t ncclCudaMemcpy(T* dst, T* src, size_t nelem) {
ncclResult_t result = ncclSuccess;
cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
// Need a side stream so as not to interfere with graph capture.
cudaStream_t stream;
CUDACHECKGOTO(cudaStreamCreateWithFlags(&stream, cudaStreamNonBlocking), result, finish);
NCCLCHECKGOTO(ncclCudaMemcpyAsync(dst, src, nelem, stream), result, finish);
CUDACHECKGOTO(cudaStreamSynchronize(stream), result, finish);
CUDACHECKGOTO(cudaStreamDestroy(stream), result, finish);
finish:
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
return result;
}
template <typename T>
ncclResult_t ncclCudaMemcpyAsync(T* dst, T* src, size_t nelem, cudaStream_t stream) {
ncclResult_t result = ncclSuccess;
cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
CUDACHECKGOTO(cudaMemcpyAsync(dst, src, nelem*sizeof(T), cudaMemcpyDefault, stream), result, finish);
finish:
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
return result;
}
template <typename T>
ncclResult_t ncclCudaFree(T* ptr) {
ncclResult_t result = ncclSuccess;
cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
CUDACHECKGOTO(cudaFree(ptr), result, finish);
finish:
CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
return result;
}
// Allocate memory to be potentially ibv_reg_mr'd. This needs to be
// allocated on separate pages as those pages will be marked DONTFORK
// and if they are shared, that could cause a crash in a child process
inline ncclResult_t ncclIbMallocDebug(void** ptr, size_t size, const char *filefunc, int line) {
size_t page_size = sysconf(_SC_PAGESIZE);
void* p;
int size_aligned = ROUNDUP(size, page_size);
int ret = posix_memalign(&p, page_size, size_aligned);
if (ret != 0) return ncclSystemError;
memset(p, 0, size);
*ptr = p;
INFO(NCCL_ALLOC, "%s:%d Ib Alloc Size %ld pointer %p", filefunc, line, size, *ptr);
return ncclSuccess;
}
#define ncclIbMalloc(...) ncclIbMallocDebug(__VA_ARGS__, __FILE__, __LINE__)
#endif