6aae379278
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
326 строки
14 KiB
C++
326 строки
14 KiB
C++
/*************************************************************************
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* Copyright (c) 2015-2022, 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_NVMLWRAP_H_
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#define NCCL_NVMLWRAP_H_
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#include "nccl.h"
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//#define NCCL_NVML_DIRECT 1
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#ifndef NCCL_NVML_DIRECT
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#define NCCL_NVML_DIRECT 0
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#endif
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#if NCCL_NVML_DIRECT
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#include "nvml.h"
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#else
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// Dynamically handle dependencies on NVML
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/* Extracted from nvml.h */
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#define NVML_API_VERSION 12
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#define NVML_STRUCT_VERSION(data, ver) (unsigned int)(sizeof(nvml ## data ## _v ## ver ## _t) | \
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(ver << 24U))
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typedef struct nvmlDevice_st* nvmlDevice_t;
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#define NVML_DEVICE_PCI_BUS_ID_BUFFER_SIZE 16
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typedef enum nvmlEnableState_enum
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{
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NVML_FEATURE_DISABLED = 0, //!< Feature disabled
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NVML_FEATURE_ENABLED = 1 //!< Feature enabled
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} nvmlEnableState_t;
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typedef enum nvmlNvLinkCapability_enum
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{
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NVML_NVLINK_CAP_P2P_SUPPORTED = 0, // P2P over NVLink is supported
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NVML_NVLINK_CAP_SYSMEM_ACCESS = 1, // Access to system memory is supported
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NVML_NVLINK_CAP_P2P_ATOMICS = 2, // P2P atomics are supported
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NVML_NVLINK_CAP_SYSMEM_ATOMICS= 3, // System memory atomics are supported
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NVML_NVLINK_CAP_SLI_BRIDGE = 4, // SLI is supported over this link
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NVML_NVLINK_CAP_VALID = 5, // Link is supported on this device
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// should be last
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NVML_NVLINK_CAP_COUNT
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} nvmlNvLinkCapability_t;
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typedef enum nvmlReturn_enum
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{
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NVML_SUCCESS = 0, //!< The operation was successful
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NVML_ERROR_UNINITIALIZED = 1, //!< NVML was not first initialized with nvmlInit()
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NVML_ERROR_INVALID_ARGUMENT = 2, //!< A supplied argument is invalid
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NVML_ERROR_NOT_SUPPORTED = 3, //!< The requested operation is not available on target device
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NVML_ERROR_NO_PERMISSION = 4, //!< The current user does not have permission for operation
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NVML_ERROR_ALREADY_INITIALIZED = 5, //!< Deprecated: Multiple initializations are now allowed through ref counting
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NVML_ERROR_NOT_FOUND = 6, //!< A query to find an object was unsuccessful
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NVML_ERROR_INSUFFICIENT_SIZE = 7, //!< An input argument is not large enough
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NVML_ERROR_INSUFFICIENT_POWER = 8, //!< A device's external power cables are not properly attached
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NVML_ERROR_DRIVER_NOT_LOADED = 9, //!< NVIDIA driver is not loaded
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NVML_ERROR_TIMEOUT = 10, //!< User provided timeout passed
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NVML_ERROR_IRQ_ISSUE = 11, //!< NVIDIA Kernel detected an interrupt issue with a GPU
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NVML_ERROR_LIBRARY_NOT_FOUND = 12, //!< NVML Shared Library couldn't be found or loaded
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NVML_ERROR_FUNCTION_NOT_FOUND = 13, //!< Local version of NVML doesn't implement this function
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NVML_ERROR_CORRUPTED_INFOROM = 14, //!< infoROM is corrupted
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NVML_ERROR_GPU_IS_LOST = 15, //!< The GPU has fallen off the bus or has otherwise become inaccessible
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NVML_ERROR_RESET_REQUIRED = 16, //!< The GPU requires a reset before it can be used again
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NVML_ERROR_OPERATING_SYSTEM = 17, //!< The GPU control device has been blocked by the operating system/cgroups
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NVML_ERROR_LIB_RM_VERSION_MISMATCH = 18, //!< RM detects a driver/library version mismatch
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NVML_ERROR_IN_USE = 19, //!< An operation cannot be performed because the GPU is currently in use
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NVML_ERROR_UNKNOWN = 999 //!< An internal driver error occurred
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} nvmlReturn_t;
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typedef struct nvmlPciInfo_st
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{
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char busId[NVML_DEVICE_PCI_BUS_ID_BUFFER_SIZE]; //!< The tuple domain:bus:device.function PCI identifier (& NULL terminator)
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unsigned int domain; //!< The PCI domain on which the device's bus resides, 0 to 0xffff
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unsigned int bus; //!< The bus on which the device resides, 0 to 0xff
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unsigned int device; //!< The device's id on the bus, 0 to 31
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unsigned int pciDeviceId; //!< The combined 16-bit device id and 16-bit vendor id
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// Added in NVML 2.285 API
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unsigned int pciSubSystemId; //!< The 32-bit Sub System Device ID
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// NVIDIA reserved for internal use only
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unsigned int reserved0;
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unsigned int reserved1;
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unsigned int reserved2;
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unsigned int reserved3;
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} nvmlPciInfo_t;
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/* P2P Capability Index Status*/
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typedef enum nvmlGpuP2PStatus_enum
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{
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NVML_P2P_STATUS_OK = 0,
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NVML_P2P_STATUS_CHIPSET_NOT_SUPPORED,
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NVML_P2P_STATUS_GPU_NOT_SUPPORTED,
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NVML_P2P_STATUS_IOH_TOPOLOGY_NOT_SUPPORTED,
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NVML_P2P_STATUS_DISABLED_BY_REGKEY,
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NVML_P2P_STATUS_NOT_SUPPORTED,
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NVML_P2P_STATUS_UNKNOWN
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} nvmlGpuP2PStatus_t;
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/* P2P Capability Index*/
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typedef enum nvmlGpuP2PCapsIndex_enum
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{
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NVML_P2P_CAPS_INDEX_READ = 0,
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NVML_P2P_CAPS_INDEX_WRITE,
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NVML_P2P_CAPS_INDEX_NVLINK,
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NVML_P2P_CAPS_INDEX_ATOMICS,
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NVML_P2P_CAPS_INDEX_PROP,
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NVML_P2P_CAPS_INDEX_UNKNOWN
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} nvmlGpuP2PCapsIndex_t;
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/**
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* Represents the type for sample value returned
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*/
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typedef enum nvmlValueType_enum
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{
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NVML_VALUE_TYPE_DOUBLE = 0,
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NVML_VALUE_TYPE_UNSIGNED_INT = 1,
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NVML_VALUE_TYPE_UNSIGNED_LONG = 2,
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NVML_VALUE_TYPE_UNSIGNED_LONG_LONG = 3,
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NVML_VALUE_TYPE_SIGNED_LONG_LONG = 4,
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// Keep this last
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NVML_VALUE_TYPE_COUNT
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}nvmlValueType_t;
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/**
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* Union to represent different types of Value
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*/
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typedef union nvmlValue_st
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{
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double dVal; //!< If the value is double
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unsigned int uiVal; //!< If the value is unsigned int
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unsigned long ulVal; //!< If the value is unsigned long
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unsigned long long ullVal; //!< If the value is unsigned long long
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signed long long sllVal; //!< If the value is signed long long
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}nvmlValue_t;
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/**
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* Field Identifiers.
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*
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* All Identifiers pertain to a device. Each ID is only used once and is guaranteed never to change.
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*/
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/* NVLink Speed */
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#define NVML_FI_DEV_NVLINK_SPEED_MBPS_COMMON 90 //!< Common NVLink Speed in MBps for active links
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#define NVML_FI_DEV_NVLINK_LINK_COUNT 91 //!< Number of NVLinks present on the device
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/**
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* Remote device NVLink ID
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*
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* Link ID needs to be specified in the scopeId field in nvmlFieldValue_t.
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*/
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#define NVML_FI_DEV_NVLINK_REMOTE_NVLINK_ID 146 //!< Remote device NVLink ID
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/**
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* NVSwitch: connected NVLink count
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*/
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#define NVML_FI_DEV_NVSWITCH_CONNECTED_LINK_COUNT 147 //!< Number of NVLinks connected to NVSwitch
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#define NVML_FI_DEV_NVLINK_GET_SPEED 164
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#define NVML_FI_DEV_NVLINK_GET_STATE 165
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#define NVML_FI_DEV_NVLINK_GET_VERSION 166
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#define NVML_FI_DEV_C2C_LINK_COUNT 170 //!< Number of C2C Links present on the device
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#define NVML_FI_DEV_C2C_LINK_GET_STATUS 171 //!< C2C Link Status 0=INACTIVE 1=ACTIVE
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#define NVML_FI_DEV_C2C_LINK_GET_MAX_BW 172 //!< C2C Link Speed in MBps for active links
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#define NVML_FI_MAX 173 //!< One greater than the largest field ID defined above
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/**
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* Information for a Field Value Sample
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*/
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typedef struct nvmlFieldValue_st
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{
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unsigned int fieldId; //!< ID of the NVML field to retrieve. This must be set before any call that uses this struct. See the constants starting with NVML_FI_ above.
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unsigned int scopeId; //!< Scope ID can represent data used by NVML depending on fieldId's context. For example, for NVLink throughput counter data, scopeId can represent linkId.
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long long timestamp; //!< CPU Timestamp of this value in microseconds since 1970
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long long latencyUsec; //!< How long this field value took to update (in usec) within NVML. This may be averaged across several fields that are serviced by the same driver call.
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nvmlValueType_t valueType; //!< Type of the value stored in value
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nvmlReturn_t nvmlReturn; //!< Return code for retrieving this value. This must be checked before looking at value, as value is undefined if nvmlReturn != NVML_SUCCESS
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nvmlValue_t value; //!< Value for this field. This is only valid if nvmlReturn == NVML_SUCCESS
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} nvmlFieldValue_t;
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#define NVML_GPU_FABRIC_UUID_LEN 16
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#define NVML_GPU_FABRIC_STATE_NOT_SUPPORTED 0
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#define NVML_GPU_FABRIC_STATE_NOT_STARTED 1
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#define NVML_GPU_FABRIC_STATE_IN_PROGRESS 2
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#define NVML_GPU_FABRIC_STATE_COMPLETED 3
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typedef unsigned char nvmlGpuFabricState_t;
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typedef struct {
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unsigned char clusterUuid[NVML_GPU_FABRIC_UUID_LEN]; //!< Uuid of the cluster to which this GPU belongs
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nvmlReturn_t status; //!< Error status, if any. Must be checked only if state returns "complete".
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unsigned int cliqueId; //!< ID of the fabric clique to which this GPU belongs
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nvmlGpuFabricState_t state; //!< Current state of GPU registration process
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} nvmlGpuFabricInfo_t;
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#define NVML_GPU_FABRIC_HEALTH_MASK_DEGRADED_BW_NOT_SUPPORTED 0
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#define NVML_GPU_FABRIC_HEALTH_MASK_DEGRADED_BW_TRUE 1
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#define NVML_GPU_FABRIC_HEALTH_MASK_DEGRADED_BW_FALSE 2
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#define NVML_GPU_FABRIC_HEALTH_MASK_SHIFT_DEGRADED_BW 0
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#define NVML_GPU_FABRIC_HEALTH_MASK_WIDTH_DEGRADED_BW 0x11
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/**
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* GPU Fabric Health Status Mask for various fields can be obtained
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* using the below macro.
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* Ex - NVML_GPU_FABRIC_HEALTH_GET(var, _DEGRADED_BW)
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*/
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#define NVML_GPU_FABRIC_HEALTH_GET(var, type) \
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(((var) >> NVML_GPU_FABRIC_HEALTH_MASK_SHIFT##type) & \
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(NVML_GPU_FABRIC_HEALTH_MASK_WIDTH##type))
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/**
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* GPU Fabric Health Status Mask for various fields can be tested
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* using the below macro.
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* Ex - NVML_GPU_FABRIC_HEALTH_TEST(var, _DEGRADED_BW, _TRUE)
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*/
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#define NVML_GPU_FABRIC_HEALTH_TEST(var, type, val) \
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(NVML_GPU_FABRIC_HEALTH_GET(var, type) == \
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NVML_GPU_FABRIC_HEALTH_MASK##type##val)
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/**
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* GPU Fabric information (v2).
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*
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* Version 2 adds the \ref nvmlGpuFabricInfo_v2_t.version field
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* to the start of the structure, and the \ref nvmlGpuFabricInfo_v2_t.healthMask
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* field to the end. This structure is not backwards-compatible with
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* \ref nvmlGpuFabricInfo_t.
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*/
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typedef struct {
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unsigned int version; //!< Structure version identifier (set to \ref nvmlGpuFabricInfo_v2)
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unsigned char clusterUuid[NVML_GPU_FABRIC_UUID_LEN]; //!< Uuid of the cluster to which this GPU belongs
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nvmlReturn_t status; //!< Error status, if any. Must be checked only if state returns "complete".
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unsigned int cliqueId; //!< ID of the fabric clique to which this GPU belongs
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nvmlGpuFabricState_t state; //!< Current state of GPU registration process
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unsigned int healthMask; //!< GPU Fabric health Status Mask
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} nvmlGpuFabricInfo_v2_t;
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typedef nvmlGpuFabricInfo_v2_t nvmlGpuFabricInfoV_t;
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/**
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* Version identifier value for \ref nvmlGpuFabricInfo_v2_t.version.
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*/
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#define nvmlGpuFabricInfo_v2 NVML_STRUCT_VERSION(GpuFabricInfo, 2)
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/**
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* Confidential Compute Feature Status values
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*/
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#define NVML_CC_SYSTEM_FEATURE_DISABLED 0
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#define NVML_CC_SYSTEM_FEATURE_ENABLED 1
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typedef struct nvmlConfComputeSystemState_st {
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unsigned int environment;
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unsigned int ccFeature;
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unsigned int devToolsMode;
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} nvmlConfComputeSystemState_t;
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/**
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* Confidential Compute Multigpu mode values
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*/
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#define NVML_CC_SYSTEM_MULTIGPU_NONE 0
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#define NVML_CC_SYSTEM_MULTIGPU_PROTECTED_PCIE 1
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/**
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* Confidential Compute System settings
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*/
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typedef struct {
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unsigned int version;
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unsigned int environment;
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unsigned int ccFeature;
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unsigned int devToolsMode;
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unsigned int multiGpuMode;
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} nvmlSystemConfComputeSettings_v1_t;
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typedef nvmlSystemConfComputeSettings_v1_t nvmlSystemConfComputeSettings_t;
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#define nvmlSystemConfComputeSettings_v1 NVML_STRUCT_VERSION(SystemConfComputeSettings, 1)
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/* End of nvml.h */
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#endif // NCCL_NVML_DIRECT
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constexpr int ncclNvmlMaxDevices = 32;
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struct ncclNvmlDeviceInfo {
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nvmlDevice_t handle;
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int computeCapabilityMajor, computeCapabilityMinor;
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};
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struct ncclNvmlDevicePairInfo {
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nvmlGpuP2PStatus_t p2pStatusRead, p2pStatusWrite;
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};
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extern int ncclNvmlDeviceCount;
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extern ncclNvmlDeviceInfo ncclNvmlDevices[ncclNvmlMaxDevices];
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extern ncclNvmlDevicePairInfo ncclNvmlDevicePairs[ncclNvmlMaxDevices][ncclNvmlMaxDevices];
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struct ncclNvmlCCStatus {
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bool CCEnabled;
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bool multiGpuProtectedPCIE;
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};
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// All ncclNvmlFoo() functions call ncclNvmlEnsureInitialized() implicitly.
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// Outsiders need only call it if they want to inspect the ncclNvml global
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// tables above.
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ncclResult_t ncclNvmlEnsureInitialized();
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ncclResult_t ncclNvmlDeviceGetHandleByPciBusId(const char* pciBusId, nvmlDevice_t* device);
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ncclResult_t ncclNvmlDeviceGetIndex(nvmlDevice_t device, unsigned* index);
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ncclResult_t ncclNvmlDeviceGetHandleByIndex(unsigned int index, nvmlDevice_t *device);
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ncclResult_t ncclNvmlDeviceGetNvLinkState(nvmlDevice_t device, unsigned int link, nvmlEnableState_t *isActive);
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ncclResult_t ncclNvmlDeviceGetNvLinkRemotePciInfo(nvmlDevice_t device, unsigned int link, nvmlPciInfo_t *pci);
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ncclResult_t ncclNvmlDeviceGetNvLinkCapability(nvmlDevice_t device, unsigned int link, nvmlNvLinkCapability_t capability, unsigned int *capResult);
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ncclResult_t ncclNvmlDeviceGetCudaComputeCapability(nvmlDevice_t device, int* major, int* minor);
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ncclResult_t ncclNvmlDeviceGetP2PStatus(nvmlDevice_t device1, nvmlDevice_t device2, nvmlGpuP2PCapsIndex_t p2pIndex, nvmlGpuP2PStatus_t* p2pStatus);
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ncclResult_t ncclNvmlDeviceGetFieldValues(nvmlDevice_t device, int valuesCount, nvmlFieldValue_t *values);
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ncclResult_t ncclNvmlDeviceGetGpuFabricInfoV(nvmlDevice_t device, nvmlGpuFabricInfoV_t *gpuFabricInfo);
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ncclResult_t ncclNvmlGetCCStatus(struct ncclNvmlCCStatus *status);
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#endif // End include guard
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