c4e2aa6c79
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.
182 строки
7.2 KiB
C++
182 строки
7.2 KiB
C++
/*************************************************************************
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* Copyright (c) 2019-2022, NVIDIA CORPORATION. All rights reserved.
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*
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* See LICENSE.txt for license information
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************************************************************************/
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#ifndef NCCL_ALLOC_H_
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#define NCCL_ALLOC_H_
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#include "nccl.h"
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#include "checks.h"
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#include "align.h"
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#include "utils.h"
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#include <sys/mman.h>
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#include <unistd.h>
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#include <stdlib.h>
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#include <string.h>
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uint64_t clockNano(); // from utils.h with which we have a circular dependency
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template <typename T>
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ncclResult_t ncclCudaHostCallocDebug(T** ptr, size_t nelem, const char *filefunc, int line) {
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ncclResult_t result = ncclSuccess;
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cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
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*ptr = nullptr;
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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CUDACHECKGOTO(cudaHostAlloc(ptr, nelem*sizeof(T), cudaHostAllocMapped), result, finish);
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memset(*ptr, 0, nelem*sizeof(T));
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finish:
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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if (*ptr == nullptr) WARN("Failed to CUDA host alloc %ld bytes", nelem*sizeof(T));
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INFO(NCCL_ALLOC, "%s:%d Cuda Host Alloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), *ptr);
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return result;
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}
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#define ncclCudaHostCalloc(...) ncclCudaHostCallocDebug(__VA_ARGS__, __FILE__, __LINE__)
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inline ncclResult_t ncclCudaHostFree(void* ptr) {
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CUDACHECK(cudaFreeHost(ptr));
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return ncclSuccess;
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}
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template <typename T>
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ncclResult_t ncclCallocDebug(T** ptr, size_t nelem, const char *filefunc, int line) {
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void* p = malloc(nelem*sizeof(T));
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if (p == NULL) {
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WARN("Failed to malloc %ld bytes", nelem*sizeof(T));
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return ncclSystemError;
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}
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//INFO(NCCL_ALLOC, "%s:%d malloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), p);
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memset(p, 0, nelem*sizeof(T));
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*ptr = (T*)p;
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return ncclSuccess;
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}
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#define ncclCalloc(...) ncclCallocDebug(__VA_ARGS__, __FILE__, __LINE__)
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template <typename T>
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ncclResult_t ncclRealloc(T** ptr, size_t oldNelem, size_t nelem) {
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if (nelem < oldNelem) return ncclInternalError;
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if (nelem == oldNelem) return ncclSuccess;
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T* oldp = *ptr;
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T* p = (T*)malloc(nelem*sizeof(T));
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if (p == NULL) {
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WARN("Failed to malloc %ld bytes", nelem*sizeof(T));
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return ncclSystemError;
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}
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memcpy(p, oldp, oldNelem*sizeof(T));
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free(oldp);
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memset(p+oldNelem, 0, (nelem-oldNelem)*sizeof(T));
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*ptr = (T*)p;
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INFO(NCCL_ALLOC, "Mem Realloc old size %ld, new size %ld pointer %p", oldNelem*sizeof(T), nelem*sizeof(T), *ptr);
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return ncclSuccess;
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}
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template <typename T>
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ncclResult_t ncclCudaMallocDebug(T** ptr, size_t nelem, const char *filefunc, int line) {
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ncclResult_t result = ncclSuccess;
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cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
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*ptr = nullptr;
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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CUDACHECKGOTO(cudaMalloc(ptr, nelem*sizeof(T)), result, finish);
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finish:
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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if (*ptr == nullptr) WARN("Failed to CUDA malloc %ld bytes", nelem*sizeof(T));
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INFO(NCCL_ALLOC, "%s:%d Cuda Alloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), *ptr);
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return result;
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}
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#define ncclCudaMalloc(...) ncclCudaMallocDebug(__VA_ARGS__, __FILE__, __LINE__)
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template <typename T>
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ncclResult_t ncclCudaCallocDebug(T** ptr, size_t nelem, const char *filefunc, int line) {
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ncclResult_t result = ncclSuccess;
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cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
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*ptr = nullptr;
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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// Need a side stream so as not to interfere with graph capture.
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cudaStream_t stream;
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CUDACHECK(cudaStreamCreateWithFlags(&stream, cudaStreamNonBlocking));
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CUDACHECKGOTO(cudaMalloc(ptr, nelem*sizeof(T)), result, finish);
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CUDACHECKGOTO(cudaMemsetAsync(*ptr, 0, nelem*sizeof(T), stream), result, finish);
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CUDACHECKGOTO(cudaStreamSynchronize(stream), result, finish);
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CUDACHECKGOTO(cudaStreamDestroy(stream), result, finish);
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finish:
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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if (*ptr == nullptr) WARN("Failed to CUDA calloc %ld bytes", nelem*sizeof(T));
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INFO(NCCL_ALLOC, "%s:%d Cuda Alloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), *ptr);
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return result;
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}
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#define ncclCudaCalloc(...) ncclCudaCallocDebug(__VA_ARGS__, __FILE__, __LINE__)
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template <typename T>
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ncclResult_t ncclCudaCallocAsyncDebug(T** ptr, size_t nelem, cudaStream_t stream, const char *filefunc, int line) {
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ncclResult_t result = ncclSuccess;
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cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
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*ptr = nullptr;
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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CUDACHECKGOTO(cudaMalloc(ptr, nelem*sizeof(T)), result, finish);
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CUDACHECKGOTO(cudaMemsetAsync(*ptr, 0, nelem*sizeof(T), stream), result, finish);
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finish:
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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if (*ptr == nullptr) WARN("Failed to CUDA calloc async %ld bytes", nelem*sizeof(T));
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INFO(NCCL_ALLOC, "%s:%d Cuda Alloc Size %ld pointer %p", filefunc, line, nelem*sizeof(T), *ptr);
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return result;
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}
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#define ncclCudaCallocAsync(...) ncclCudaCallocAsyncDebug(__VA_ARGS__, __FILE__, __LINE__)
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template <typename T>
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ncclResult_t ncclCudaMemcpy(T* dst, T* src, size_t nelem) {
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ncclResult_t result = ncclSuccess;
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cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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// Need a side stream so as not to interfere with graph capture.
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cudaStream_t stream;
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CUDACHECKGOTO(cudaStreamCreateWithFlags(&stream, cudaStreamNonBlocking), result, finish);
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NCCLCHECKGOTO(ncclCudaMemcpyAsync(dst, src, nelem, stream), result, finish);
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CUDACHECKGOTO(cudaStreamSynchronize(stream), result, finish);
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CUDACHECKGOTO(cudaStreamDestroy(stream), result, finish);
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finish:
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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return result;
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}
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template <typename T>
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ncclResult_t ncclCudaMemcpyAsync(T* dst, T* src, size_t nelem, cudaStream_t stream) {
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ncclResult_t result = ncclSuccess;
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cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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CUDACHECKGOTO(cudaMemcpyAsync(dst, src, nelem*sizeof(T), cudaMemcpyDefault, stream), result, finish);
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finish:
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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return result;
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}
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template <typename T>
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ncclResult_t ncclCudaFree(T* ptr) {
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ncclResult_t result = ncclSuccess;
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cudaStreamCaptureMode mode = cudaStreamCaptureModeRelaxed;
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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CUDACHECKGOTO(cudaFree(ptr), result, finish);
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finish:
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CUDACHECK(cudaThreadExchangeStreamCaptureMode(&mode));
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return result;
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}
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// Allocate memory to be potentially ibv_reg_mr'd. This needs to be
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// allocated on separate pages as those pages will be marked DONTFORK
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// and if they are shared, that could cause a crash in a child process
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inline ncclResult_t ncclIbMallocDebug(void** ptr, size_t size, const char *filefunc, int line) {
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size_t page_size = sysconf(_SC_PAGESIZE);
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void* p;
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int size_aligned = ROUNDUP(size, page_size);
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int ret = posix_memalign(&p, page_size, size_aligned);
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if (ret != 0) return ncclSystemError;
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memset(p, 0, size);
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*ptr = p;
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INFO(NCCL_ALLOC, "%s:%d Ib Alloc Size %ld pointer %p", filefunc, line, size, *ptr);
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return ncclSuccess;
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}
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#define ncclIbMalloc(...) ncclIbMallocDebug(__VA_ARGS__, __FILE__, __LINE__)
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#endif
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