5.1. CUPTI Activity API — Cupti 12.4 documentation

# 5.1. CUPTI Activity API

Functions, types, and enums that implement the CUPTI Activity API.

Data Structures

- CUpti_Activity: The base activity record.

- CUpti_ActivityAPI: The activity record for a driver or runtime API invocation.

- CUpti_ActivityAutoBoostState: Device auto boost state structure.

- CUpti_ActivityBranch2: The activity record for source level result branch.

- CUpti_ActivityCdpKernel: The activity record for CDP (CUDA Dynamic Parallelism) kernel.

- CUpti_ActivityContext2: The activity record for a context.

- CUpti_ActivityCudaEvent: The activity record for CUDA event.

- CUpti_ActivityDevice5: The activity record for a device.

- CUpti_ActivityDeviceAttribute: The activity record for a device attribute.

- CUpti_ActivityEnvironment: The activity record for CUPTI environmental data.

- CUpti_ActivityEvent: The activity record for a CUPTI event.

- CUpti_ActivityEventInstance: The activity record for a CUPTI event with instance information.

- CUpti_ActivityExternalCorrelation: The activity record for correlation with external records.

- CUpti_ActivityFunction: The activity record for global/device functions.

- CUpti_ActivityGlobalAccess3: The activity record for source-level global access.

- CUpti_ActivityGraphTrace2: The activity record for trace of graph execution.

- CUpti_ActivityInstantaneousEvent: The activity record for an instantaneous CUPTI event.

- CUpti_ActivityInstantaneousEventInstance: The activity record for an instantaneous CUPTI event with event domain instance information.

- CUpti_ActivityInstantaneousMetric: The activity record for an instantaneous CUPTI metric.

- CUpti_ActivityInstantaneousMetricInstance: The instantaneous activity record for a CUPTI metric with instance information.

- CUpti_ActivityInstructionCorrelation: The activity record for source-level sass/source line-by-line correlation.

- CUpti_ActivityInstructionExecution: The activity record for source-level instruction execution.

- CUpti_ActivityJit2: The activity record for JIT operations.

- CUpti_ActivityKernel9: The activity record for kernel.

- CUpti_ActivityMarker2: The activity record providing a marker which is an instantaneous point in time.

- CUpti_ActivityMarkerData: The activity record providing detailed information for a marker.

- CUpti_ActivityMemcpy5: The activity record for memory copies.

- CUpti_ActivityMemcpyPtoP4: The activity record for peer-to-peer memory copies.

- CUpti_ActivityMemory: The activity record for memory.

- CUpti_ActivityMemory3: The activity record for memory.

- CUpti_ActivityMemoryPool2: The activity record for memory pool.

- CUpti_ActivityMemset4: The activity record for memset.

- CUpti_ActivityMetric: The activity record for a CUPTI metric.

- CUpti_ActivityMetricInstance: The activity record for a CUPTI metric with instance information.

- CUpti_ActivityModule: The activity record for a CUDA module.

- CUpti_ActivityName: The activity record providing a name.

- CUpti_ActivityNvLink4: NVLink information.

- CUpti_ActivityObjectKindId: Identifiers for object kinds as specified by CUpti_ActivityObjectKind.

- CUpti_ActivityOpenAcc: The base activity record for OpenAcc records.

- CUpti_ActivityOpenAccData: The activity record for OpenACC data.

- CUpti_ActivityOpenAccLaunch: The activity record for OpenACC launch.

- CUpti_ActivityOpenAccOther: The activity record for OpenACC other.

- CUpti_ActivityOpenMp: The base activity record for OpenMp records.

- CUpti_ActivityOverhead3: The activity record for CUPTI and driver overheads.

- CUpti_ActivityOverheadCommandBufferFullData: The structure to provide additional data for CUPTI_ACTIVITY_OVERHEAD_COMMAND_BUFFER_FULL.

- CUpti_ActivityPCSampling3: The activity record for PC sampling.

- CUpti_ActivityPCSamplingConfig: PC sampling configuration structure.

- CUpti_ActivityPCSamplingRecordInfo: The activity record for record status for PC sampling.

- CUpti_ActivityPcie: PCI devices information required to construct topology.

- CUpti_ActivityPreemption: The activity record for a preemption of a CDP kernel.

- CUpti_ActivitySharedAccess: The activity record for source-level shared access.

- CUpti_ActivitySourceLocator: The activity record for source locator.

- CUpti_ActivityStream: The activity record for CUDA stream.

- CUpti_ActivitySynchronization: The activity record for synchronization management.

- CUpti_ActivityUnifiedMemoryCounter2: The activity record for Unified Memory counters (CUDA 7.0 and beyond)

- CUpti_ActivityUnifiedMemoryCounterConfig: Unified Memory counters configuration structure.

Macros

- CUPTI_AUTO_BOOST_INVALID_CLIENT_PID: An invalid/unknown process id.

- CUPTI_CORRELATION_ID_UNKNOWN: An invalid/unknown correlation ID.

- CUPTI_FUNCTION_INDEX_ID_INVALID: An invalid function index ID.

- CUPTI_GRID_ID_UNKNOWN: An invalid/unknown grid ID.

- CUPTI_MAX_GPUS

- CUPTI_MAX_NVLINK_PORTS: Maximum NVLink port numbers.

- CUPTI_NVLINK_INVALID_PORT: Invalid/unknown NVLink port number.

- CUPTI_SOURCE_LOCATOR_ID_UNKNOWN: The source-locator ID that indicates an unknown source location.

- CUPTI_SYNCHRONIZATION_INVALID_VALUE: An invalid/unknown value.

- CUPTI_TIMESTAMP_UNKNOWN: An invalid/unknown timestamp for a start, end, queued, submitted, or completed time.

Enumerations

- CUpti_ActivityAttribute: Activity attributes.

- CUpti_ActivityComputeApiKind: The kind of a compute API.

- CUpti_ActivityEnvironmentKind: The kind of environment data.

- CUpti_ActivityFlag: Flags associated with activity records.

- CUpti_ActivityInstructionClass: SASS instruction classification.

- CUpti_ActivityJitEntryType: The types of JIT entry.

- CUpti_ActivityJitOperationType: The types of JIT compilation operations.

- CUpti_ActivityKind: The kinds of activity records.

- CUpti_ActivityLaunchType: The type of the CUDA kernel launch.

- CUpti_ActivityMemcpyKind: The kind of a memory copy, indicating the source and destination targets of the copy.

- CUpti_ActivityMemoryKind: The kinds of memory accessed by a memory operation/copy.

- CUpti_ActivityMemoryOperationType: Memory operation types.

- CUpti_ActivityMemoryPoolOperationType: Memory pool operation types.

- CUpti_ActivityMemoryPoolType: Memory pool types.

- CUpti_ActivityObjectKind: The kinds of activity objects.

- CUpti_ActivityOverheadKind: The kinds of activity overhead.

- CUpti_ActivityPCSamplingPeriod: Sampling period for PC sampling method.

- CUpti_ActivityPCSamplingStallReason: The stall reason for PC sampling activity.

- CUpti_ActivityPartitionedGlobalCacheConfig: Partitioned global caching option.

- CUpti_ActivityPreemptionKind: The kind of a preemption activity.

- CUpti_ActivityStreamFlag: stream type.

- CUpti_ActivitySynchronizationType: Synchronization type.

- CUpti_ActivityThreadIdType: Thread-Id types.

- CUpti_ActivityUnifiedMemoryAccessType: Memory access type for unified memory page faults.

- CUpti_ActivityUnifiedMemoryCounterKind: Kind of the Unified Memory counter.

- CUpti_ActivityUnifiedMemoryCounterScope: Scope of the unified memory counter (deprecated in CUDA 7.0)

- CUpti_ActivityUnifiedMemoryMigrationCause: Migration cause of the Unified Memory counter.

- CUpti_ActivityUnifiedMemoryRemoteMapCause: Remote memory map cause of the Unified Memory counter.

- CUpti_ChannelType

- CUpti_DevType: The device type for device connected to NVLink.

- CUpti_DeviceVirtualizationMode: This indicates the virtualization mode in which CUDA device is running.

- CUpti_EnvironmentClocksThrottleReason: Reasons for clock throttling.

- CUpti_ExternalCorrelationKind: The kind of external APIs supported for correlation.

- CUpti_FuncShmemLimitConfig: The shared memory limit per block config for a kernel This should be used to set 'cudaOccFuncShmemConfig' field in occupancy calculator API.

- CUpti_LinkFlag: Link flags.

- CUpti_OpenAccConstructKind: The OpenAcc parent construct kind for OpenAcc activity records.

- CUpti_OpenAccEventKind: The OpenAcc event kind for OpenAcc activity records.

- CUpti_OpenMpEventKind

- CUpti_PcieDeviceType: Field to differentiate whether PCIE Activity record is of a GPU or a PCI Bridge.

- CUpti_PcieGen: PCIE Generation.

Functions

- cuptiActivityConfigurePCSampling(CUcontext ctx, CUpti_ActivityPCSamplingConfig *config): Set PC sampling configuration.

- cuptiActivityConfigureUnifiedMemoryCounter(CUpti_ActivityUnifiedMemoryCounterConfig *config, uint32_t count): Set Unified Memory Counter configuration.

- cuptiActivityDisable(CUpti_ActivityKind kind): Disable collection of a specific kind of activity record.

- cuptiActivityDisableContext(CUcontext context, CUpti_ActivityKind kind): Disable collection of a specific kind of activity record for a context.

- cuptiActivityEnable(CUpti_ActivityKind kind): Enable collection of a specific kind of activity record.

- cuptiActivityEnableAndDump(CUpti_ActivityKind kind): Enable collection of a specific kind of activity record.

- cuptiActivityEnableContext(CUcontext context, CUpti_ActivityKind kind): Enable collection of a specific kind of activity record for a context.

- cuptiActivityEnableDeviceGraph(uint8_t enable): Controls the collection of records for device launched graphs.

- cuptiActivityEnableLatencyTimestamps(uint8_t enable): Controls the collection of queued and submitted timestamps for kernels.

- cuptiActivityEnableLaunchAttributes(uint8_t enable): Controls the collection of launch attributes for kernels.

- cuptiActivityFlush(CUcontext context, uint32_t streamId, uint32_t flag): Wait for all activity records to be delivered via the completion callback.

- cuptiActivityFlushAll(uint32_t flag): Request to deliver activity records via the buffer completion callback.

- cuptiActivityFlushPeriod(uint32_t time): Sets the flush period for the worker thread.

- cuptiActivityGetAttribute(CUpti_ActivityAttribute attr, size_t *valueSize, void *value): Read an activity API attribute.

- cuptiActivityGetNextRecord(uint8_t *buffer, size_t validBufferSizeBytes, CUpti_Activity **record): Iterate over the activity records in a buffer.

- cuptiActivityGetNumDroppedRecords(CUcontext context, uint32_t streamId, size_t *dropped): Get the number of activity records that were dropped of insufficient buffer space.

- cuptiActivityPopExternalCorrelationId(CUpti_ExternalCorrelationKind kind, uint64_t *lastId): Pop an external correlation id for the calling thread.

- cuptiActivityPushExternalCorrelationId(CUpti_ExternalCorrelationKind kind, uint64_t id): Push an external correlation id for the calling thread.

- cuptiActivityRegisterCallbacks(CUpti_BuffersCallbackRequestFunc funcBufferRequested, CUpti_BuffersCallbackCompleteFunc funcBufferCompleted): Registers callback functions with CUPTI for activity buffer handling.

- cuptiActivityRegisterTimestampCallback(CUpti_TimestampCallbackFunc funcTimestamp): Registers callback function with CUPTI for providing timestamp.

- cuptiActivitySetAttribute(CUpti_ActivityAttribute attr, size_t *valueSize, void *value): Write an activity API attribute.

- cuptiComputeCapabilitySupported(int major, int minor, int *support): Check support for a compute capability.

- cuptiDeviceSupported(CUdevice dev, int *support): Check support for a compute device.

- cuptiDeviceVirtualizationMode(CUdevice dev, CUpti_DeviceVirtualizationMode *mode): Query the virtualization mode of the device.

- cuptiFinalize(void): Detach CUPTI from the running process.

- cuptiGetAutoBoostState(CUcontext context, CUpti_ActivityAutoBoostState *state): Get auto boost state.

- cuptiGetContextId(CUcontext context, uint32_t *contextId): Get the ID of a context.

- cuptiGetDeviceId(CUcontext context, uint32_t *deviceId): Get the ID of a device.

- cuptiGetGraphExecId(CUgraphExec graphExec, uint32_t *pId): Get the unique ID of executable graph.

- cuptiGetGraphId(CUgraph graph, uint32_t *pId): Get the unique ID of graph.

- cuptiGetGraphNodeId(CUgraphNode node, uint64_t *nodeId): Get the unique ID of a graph node.

- cuptiGetLastError(void): Returns the last error from a cupti call or callback.

- cuptiGetStreamId(CUcontext context, CUstream stream, uint32_t *streamId): Get the ID of a stream.

- cuptiGetStreamIdEx(CUcontext context, CUstream stream, uint8_t perThreadStream, uint32_t *streamId): Get the ID of a stream.

- cuptiGetThreadIdType(CUpti_ActivityThreadIdType *type): Get the thread-id type.

- cuptiGetTimestamp(uint64_t *timestamp): Get the CUPTI timestamp.

- cuptiSetThreadIdType(CUpti_ActivityThreadIdType type): Set the thread-id type.

Typedefs

- CUpti_BuffersCallbackCompleteFunc: Function type for callback used by CUPTI to return a buffer of activity records.

- CUpti_BuffersCallbackRequestFunc: Function type for callback used by CUPTI to request an empty buffer for storing activity records.

- CUpti_TimestampCallbackFunc: Function type for callback used by CUPTI to request a timestamp to be used in activity records.

## 5.1.1. Macros

CUPTI_AUTO_BOOST_INVALID_CLIENT_PID

  An invalid/unknown process id.

CUPTI_CORRELATION_ID_UNKNOWN

  An invalid/unknown correlation ID.

  A correlation ID of this value indicates that there is no correlation for the activity record.

CUPTI_FUNCTION_INDEX_ID_INVALID

  An invalid function index ID.

CUPTI_GRID_ID_UNKNOWN

  An invalid/unknown grid ID.

CUPTI_MAX_GPUS

CUPTI_MAX_NVLINK_PORTS

  Maximum NVLink port numbers.

CUPTI_NVLINK_INVALID_PORT

  Invalid/unknown NVLink port number.

CUPTI_SOURCE_LOCATOR_ID_UNKNOWN

  The source-locator ID that indicates an unknown source location.

  There is not an actual CUpti_ActivitySourceLocator object corresponding to this value.

CUPTI_SYNCHRONIZATION_INVALID_VALUE

  An invalid/unknown value.

CUPTI_TIMESTAMP_UNKNOWN

  An invalid/unknown timestamp for a start, end, queued, submitted, or completed time.

## 5.1.2. Enumerations

enum CUpti_ActivityAttribute

  Activity attributes.

  These attributes are used to control the behavior of the activity API.

  Values:

  enumerator CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_SIZE

    The device memory size (in bytes) reserved for storing profiling data for concurrent kernels (activity kind CUPTI_ACTIVITY_KIND_CONCURRENT_KERNEL), memcopies and memsets for each buffer on a context.

    The value is a size_t.

    There is a limit on how many device buffers can be allocated per context. User can query and set this limit using the attribute CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_POOL_LIMIT. CUPTI doesn’t pre-allocate all the buffers, it pre-allocates only those many buffers as set by the attribute CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_PRE_ALLOCATE_VALUE. When all of the data in a buffer is consumed, it is added in the reuse pool, and CUPTI picks a buffer from this pool when a new buffer is needed. Thus memory footprint does not scale with the kernel count. Applications with the high density of kernels, memcopies and memsets might result in having CUPTI to allocate more device buffers. CUPTI allocates another buffer only when it runs out of the buffers in the reuse pool.

    Since buffer allocation happens in the main application thread, this might result in stalls in the critical path. CUPTI pre-allocates 3 buffers of the same size to mitigate this issue. User can query and set the pre-allocation limit using the attribute CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_PRE_ALLOCATE_VALUE.

    Having larger buffer size leaves less device memory for the application. Having smaller buffer size increases the risk of dropping timestamps for records if too many kernels or memcopies or memsets are launched at one time.

    This value only applies to new buffer allocations. Set this value before initializing CUDA or before creating a context to ensure it is considered for the following allocations.

    The default value is 3200000 (~3MB) which can accommodate profiling data up to 100,000 kernels, memcopies and memsets combined.

    Note: Starting with the CUDA 12.0 Update 1 release, CUPTI allocates profiling buffer in the device memory by default as this might help in improving the performance of the tracing run. Refer to the description of the attribute CUPTI_ACTIVITY_ATTR_MEM_ALLOCATION_TYPE_HOST_PINNED for more details. Size of the memory and maximum number of pools are still controlled by the attributes CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_SIZE and CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_POOL_LIMIT.

    Note: The actual amount of device memory per buffer reserved by CUPTI might be larger.

  enumerator CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_SIZE_CDP

    The device memory size (in bytes) reserved for storing profiling data for CDP operations for each buffer on a context.

    The value is a size_t.

    Having larger buffer size means less flush operations but consumes more device memory. This value only applies to new allocations.

    Set this value before initializing CUDA or before creating a context to ensure it is considered for the following allocations.

    The default value is 8388608 (8MB).

    Note: The actual amount of device memory per context reserved by CUPTI might be larger.

  enumerator CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_POOL_LIMIT

    The maximum number of device memory buffers per context.

    The value is a size_t.

    For an application with high rate of kernel launches, memcopies and memsets having a bigger pool limit helps in timestamp collection for all these activities at the expense of a larger memory footprint. Refer to the description of the attribute CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_SIZE for more details.

    Setting this value will not modify the number of memory buffers currently stored.

    Set this value before initializing CUDA to ensure the limit is not exceeded.

    The default value is 250.

  enumerator CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_POOL_SIZE

    This attribute is not supported starting with CUDA 12.3 CUPTI no longer uses profiling semaphore pool to store profiling data.

    There is a limit on how many semaphore pools can be allocated per context. User can query and set this limit using the attribute CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_POOL_LIMIT. CUPTI doesn’t pre-allocate all the semaphore pools, it pre-allocates only those many semaphore pools as set by the attribute CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_PRE_ALLOCATE_VALUE. When all of the data in a semaphore pool is consumed, it is added in the reuse pool, and CUPTI picks a semaphore pool from the reuse pool when a new semaphore pool is needed. Thus memory footprint does not scale with the kernel count. Applications with the high density of kernels might result in having CUPTI to allocate more semaphore pools. CUPTI allocates another semaphore pool only when it runs out of the semaphore pools in the reuse pool.

    Since semaphore pool allocation happens in the main application thread, this might result in stalls in the critical path. CUPTI pre-allocates 3 semaphore pools of the same size to mitigate this issue. User can query and set the pre-allocation limit using the attribute CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_PRE_ALLOCATE_VALUE.

    Having larger semaphore pool size leaves less device memory for the application. Having smaller semaphore pool size increases the risk of dropping timestamps for kernel records if too many kernels are issued/launched at one time.

    This value only applies to new semaphore pool allocations. Set this value before initializing CUDA or before creating a context to ensure it is considered for the following allocations.

    The default value is 25000 which can accommodate profiling data for upto 25,000 kernels.

  enumerator CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_POOL_LIMIT

    This attribute is not supported starting with CUDA 12.3 CUPTI no longer uses profiling semaphore pool to store profiling data.

    The maximum number of profiling semaphore pools per context. The value is a size_t.

    Refer to the description of the attribute CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_POOL_SIZE for more details.

    Set this value before initializing CUDA to ensure the limit is not exceeded.

    The default value is 250.

  enumerator CUPTI_ACTIVITY_ATTR_ZEROED_OUT_ACTIVITY_BUFFER

    The flag to indicate whether user should provide activity buffer of zero value.

    The value is a uint8_t.

    If the value of this attribute is non-zero, user should provide a zero value buffer in the CUpti_BuffersCallbackRequestFunc. If the user does not provide a zero value buffer after setting this to non-zero, the activity buffer may contain some uninitialized values when CUPTI returns it in CUpti_BuffersCallbackCompleteFunc

    If the value of this attribute is zero, CUPTI will initialize the user buffer received in the CUpti_BuffersCallbackRequestFunc to zero before filling it. If the user sets this to zero, a few stalls may appear in critical path because CUPTI will zero out the buffer in the main thread. Set this value before returning from CUpti_BuffersCallbackRequestFunc to ensure it is considered for all the subsequent user buffers.

    The default value is 0.

  enumerator CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_PRE_ALLOCATE_VALUE

    Number of device buffers to pre-allocate for a context during the initialization phase.

    The value is a size_t.

    Refer to the description of the attribute CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_SIZE for details.

    This value must be less than the maximum number of device buffers set using the attribute CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_POOL_LIMIT

    Set this value before initializing CUDA or before creating a context to ensure it is considered by the CUPTI.

    The default value is set to 3 to ping pong between these buffers (if possible).

  enumerator CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_PRE_ALLOCATE_VALUE

    This attribute is not supported starting with CUDA 12.3 CUPTI no longer uses profiling semaphore pool to store profiling data.

    Number of profiling semaphore pools to pre-allocate for a context during the initialization phase. The value is a size_t.

    Refer to the description of the attribute CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_POOL_SIZE for details.

    This value must be less than the maximum number of profiling semaphore pools set using the attribute CUPTI_ACTIVITY_ATTR_PROFILING_SEMAPHORE_POOL_LIMIT

    Set this value before initializing CUDA or before creating a context to ensure it is considered by the CUPTI.

    The default value is set to 3 to ping pong between these pools (if possible).

  enumerator CUPTI_ACTIVITY_ATTR_MEM_ALLOCATION_TYPE_HOST_PINNED

    Allocate page-locked (pinned) host memory for storing profiling data for concurrent kernels, memcopies and memsets for each buffer on a context.

    The value is a uint8_t.

    Starting with the CUDA 11.2 release, CUPTI allocates profiling buffer in the pinned host memory by default as this might help in improving the performance of the tracing run. Allocating excessive amounts of pinned memory may degrade system performance, since it reduces the amount of memory available to the system for paging. For this reason user might want to change the location from pinned host memory to device memory by setting value of this attribute to 0.

    Using page-locked (pinned) host memory buffers is not supported on confidential computing devices. On setting this attribute to 1, CUPTI will return CUPTI_ERROR_NOT_SUPPORTED.

    The default value is 1.

  enumerator CUPTI_ACTIVITY_ATTR_PER_THREAD_ACTIVITY_BUFFER

    Request activity buffers per-thread to store CUPTI activity records in the activity buffer on per-thread basis.

    The value is a uint8_t.

    The attribute should be set before registering the buffer callbacks using cuptiActivityRegisterCallbacks API and before any of the CUPTI activity kinds are enabled. This makes sure that all the records are stored in activity buffers allocated per-thread. Changing this attribute in the middle of the profiling session will result in undefined behavior.

    The default value is 0.

  enumerator CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_FORCE_INT

enum CUpti_ActivityComputeApiKind

  The kind of a compute API.

  Values:

  enumerator CUPTI_ACTIVITY_COMPUTE_API_UNKNOWN

    The compute API is not known.

  enumerator CUPTI_ACTIVITY_COMPUTE_API_CUDA

    The compute APIs are for CUDA.

  enumerator CUPTI_ACTIVITY_COMPUTE_API_CUDA_MPS

    The compute APIs are for CUDA running in MPS (Multi-Process Service) environment.

  enumerator CUPTI_ACTIVITY_COMPUTE_API_FORCE_INT

enum CUpti_ActivityEnvironmentKind

  The kind of environment data.

  Used to indicate what type of data is being reported by an environment activity record.

  Values:

  enumerator CUPTI_ACTIVITY_ENVIRONMENT_UNKNOWN

    Unknown data.

  enumerator CUPTI_ACTIVITY_ENVIRONMENT_SPEED

    The environment data is related to speed.

  enumerator CUPTI_ACTIVITY_ENVIRONMENT_TEMPERATURE

    The environment data is related to temperature.

  enumerator CUPTI_ACTIVITY_ENVIRONMENT_POWER

    The environment data is related to power.

  enumerator CUPTI_ACTIVITY_ENVIRONMENT_COOLING

    The environment data is related to cooling.

  enumerator CUPTI_ACTIVITY_ENVIRONMENT_COUNT
  enumerator CUPTI_ACTIVITY_ENVIRONMENT_KIND_FORCE_INT

enum CUpti_ActivityFlag

  Flags associated with activity records.

  Activity record flags. Flags can be combined by bitwise OR to associated multiple flags with an activity record. Each flag is specific to a certain activity kind, as noted below.

  Values:

  enumerator CUPTI_ACTIVITY_FLAG_NONE

    Indicates the activity record has no flags.

  enumerator CUPTI_ACTIVITY_FLAG_DEVICE_CONCURRENT_KERNELS

    Indicates the activity represents a device that supports concurrent kernel execution.

    Valid for CUPTI_ACTIVITY_KIND_DEVICE.

  enumerator CUPTI_ACTIVITY_FLAG_DEVICE_ATTRIBUTE_CUDEVICE

    Indicates if the activity represents a CUdevice_attribute value or a CUpti_DeviceAttribute value.

    Valid for CUPTI_ACTIVITY_KIND_DEVICE_ATTRIBUTE.

  enumerator CUPTI_ACTIVITY_FLAG_MEMCPY_ASYNC

    Indicates the activity represents an asynchronous memcpy operation.

    Valid for CUPTI_ACTIVITY_KIND_MEMCPY.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_INSTANTANEOUS

    Indicates the activity represents an instantaneous marker.

    Valid for CUPTI_ACTIVITY_KIND_MARKER.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_START

    Indicates the activity represents a region start marker.

    Valid for CUPTI_ACTIVITY_KIND_MARKER.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_END

    Indicates the activity represents a region end marker.

    Valid for CUPTI_ACTIVITY_KIND_MARKER.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_SYNC_ACQUIRE

    Indicates the activity represents an attempt to acquire a user defined synchronization object.

    Valid for CUPTI_ACTIVITY_KIND_MARKER.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_SYNC_ACQUIRE_SUCCESS

    Indicates the activity represents success in acquiring the user defined synchronization object.

    Valid for CUPTI_ACTIVITY_KIND_MARKER.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_SYNC_ACQUIRE_FAILED

    Indicates the activity represents failure in acquiring the user defined synchronization object.

    Valid for CUPTI_ACTIVITY_KIND_MARKER.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_SYNC_RELEASE

    Indicates the activity represents releasing a reservation on user defined synchronization object.

    Valid for CUPTI_ACTIVITY_KIND_MARKER.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_COLOR_NONE

    Indicates the activity represents a marker that does not specify a color.

    Valid for CUPTI_ACTIVITY_KIND_MARKER_DATA.

  enumerator CUPTI_ACTIVITY_FLAG_MARKER_COLOR_ARGB

    Indicates the activity represents a marker that specifies a color in alpha-red-green-blue format.

    Valid for CUPTI_ACTIVITY_KIND_MARKER_DATA.

  enumerator CUPTI_ACTIVITY_FLAG_GLOBAL_ACCESS_KIND_SIZE_MASK

    The number of bytes requested by each thread Valid for CUpti_ActivityGlobalAccess3.

  enumerator CUPTI_ACTIVITY_FLAG_GLOBAL_ACCESS_KIND_LOAD

    If bit in this flag is set, the access was load, else it is a store access.

    Valid for CUpti_ActivityGlobalAccess3.

  enumerator CUPTI_ACTIVITY_FLAG_GLOBAL_ACCESS_KIND_CACHED

    If this bit in flag is set, the load access was cached else it is uncached.

    Valid for CUpti_ActivityGlobalAccess3.

  enumerator CUPTI_ACTIVITY_FLAG_METRIC_OVERFLOWED

    If this bit in flag is set, the metric value overflowed.

    Valid for CUpti_ActivityMetric and CUpti_ActivityMetricInstance.

  enumerator CUPTI_ACTIVITY_FLAG_METRIC_VALUE_INVALID

    If this bit in flag is set, the metric value couldn’t be calculated.

    This occurs when a value(s) required to calculate the metric is missing. Valid for CUpti_ActivityMetric and CUpti_ActivityMetricInstance.

  enumerator CUPTI_ACTIVITY_FLAG_INSTRUCTION_VALUE_INVALID

    If this bit in flag is set, the source level metric value couldn’t be calculated.

    This occurs when a value(s) required to calculate the source level metric cannot be evaluated. Valid for CUpti_ActivityInstructionExecution.

  enumerator CUPTI_ACTIVITY_FLAG_INSTRUCTION_CLASS_MASK

    The mask for the instruction class, CUpti_ActivityInstructionClass Valid for CUpti_ActivityInstructionExecution and CUpti_ActivityInstructionCorrelation.

  enumerator CUPTI_ACTIVITY_FLAG_FLUSH_FORCED

    When calling cuptiActivityFlushAll, this flag can be set to force CUPTI to flush all records in the buffer, whether finished or not.

  enumerator CUPTI_ACTIVITY_FLAG_SHARED_ACCESS_KIND_SIZE_MASK

    The number of bytes requested by each thread Valid for CUpti_ActivitySharedAccess.

  enumerator CUPTI_ACTIVITY_FLAG_SHARED_ACCESS_KIND_LOAD

    If bit in this flag is set, the access was load, else it is a store access.

    Valid for CUpti_ActivitySharedAccess.

  enumerator CUPTI_ACTIVITY_FLAG_MEMSET_ASYNC

    Indicates the activity represents an asynchronous memset operation.

    Valid for CUPTI_ACTIVITY_KIND_MEMSET.

  enumerator CUPTI_ACTIVITY_FLAG_THRASHING_IN_CPU

    Indicates the activity represents thrashing in CPU.

    Valid for counter of kind CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_THRASHING in CUPTI_ACTIVITY_KIND_UNIFIED_MEMORY_COUNTER

  enumerator CUPTI_ACTIVITY_FLAG_THROTTLING_IN_CPU

    Indicates the activity represents page throttling in CPU.

    Valid for counter of kind CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_THROTTLING in CUPTI_ACTIVITY_KIND_UNIFIED_MEMORY_COUNTER

  enumerator CUPTI_ACTIVITY_FLAG_FORCE_INT

enum CUpti_ActivityInstructionClass

  SASS instruction classification.

  The sass instruction are broadly divided into different class. Each enum represents a classification.

  Values:

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_UNKNOWN

    The instruction class is not known.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_FP_32

    Represents a 32 bit floating point operation.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_FP_64

    Represents a 64 bit floating point operation.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_INTEGER

    Represents an integer operation.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_BIT_CONVERSION

    Represents a bit conversion operation.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_CONTROL_FLOW

    Represents a control flow instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_GLOBAL

    Represents a global load-store instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_SHARED

    Represents a shared load-store instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_LOCAL

    Represents a local load-store instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_GENERIC

    Represents a generic load-store instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_SURFACE

    Represents a surface load-store instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_CONSTANT

    Represents a constant load instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_TEXTURE

    Represents a texture load-store instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_GLOBAL_ATOMIC

    Represents a global atomic instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_SHARED_ATOMIC

    Represents a shared atomic instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_SURFACE_ATOMIC

    Represents a surface atomic instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_INTER_THREAD_COMMUNICATION

    Represents a inter-thread communication instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_BARRIER

    Represents a barrier instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_MISCELLANEOUS

    Represents some miscellaneous instructions which do not fit in the above classification.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_FP_16

    Represents a 16 bit floating point operation.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_UNIFORM

    Represents uniform instruction.

  enumerator CUPTI_ACTIVITY_INSTRUCTION_CLASS_KIND_FORCE_INT

enum CUpti_ActivityJitEntryType

  The types of JIT entry.

  To be used in CUpti_ActivityJit.

  Values:

  enumerator CUPTI_ACTIVITY_JIT_ENTRY_INVALID
  enumerator CUPTI_ACTIVITY_JIT_ENTRY_PTX_TO_CUBIN

    PTX to CUBIN.

  enumerator CUPTI_ACTIVITY_JIT_ENTRY_NVVM_IR_TO_PTX

    NVVM-IR to PTX.

  enumerator CUPTI_ACTIVITY_JIT_ENTRY_TYPE_FORCE_INT

enum CUpti_ActivityJitOperationType

  The types of JIT compilation operations.

  To be used in CUpti_ActivityJit.

  Values:

  enumerator CUPTI_ACTIVITY_JIT_OPERATION_INVALID
  enumerator CUPTI_ACTIVITY_JIT_OPERATION_CACHE_LOAD

    Loaded from the compute cache.

  enumerator CUPTI_ACTIVITY_JIT_OPERATION_CACHE_STORE

    Stored in the compute cache.

  enumerator CUPTI_ACTIVITY_JIT_OPERATION_COMPILE

    JIT compilation.

  enumerator CUPTI_ACTIVITY_JIT_OPERATION_TYPE_FORCE_INT

enum CUpti_ActivityKind

  The kinds of activity records.

  Each activity record kind represents information about a GPU or an activity occurring on a CPU or GPU. Each kind is associated with a activity record structure that holds the information associated with the kind.

  See also

  CUpti_Activity

  See also

  CUpti_ActivityAPI

  See also

  CUpti_ActivityContext

  See also

  CUpti_ActivityContext2

  See also

  CUpti_ActivityDevice

  See also

  CUpti_ActivityDevice2

  See also

  CUpti_ActivityDevice3

  See also

  CUpti_ActivityDevice4

  See also

  CUpti_ActivityDeviceAttribute

  See also

  CUpti_ActivityEvent

  See also

  CUpti_ActivityEventInstance

  See also

  CUpti_ActivityKernel

  See also

  CUpti_ActivityKernel2

  See also

  CUpti_ActivityKernel3

  See also

  CUpti_ActivityKernel4

  See also

  CUpti_ActivityKernel5

  See also

  CUpti_ActivityKernel6

  See also

  CUpti_ActivityKernel7

  See also

  CUpti_ActivityKernel8

  See also

  CUpti_ActivityKernel9

  See also

  CUpti_ActivityCdpKernel

  See also

  CUpti_ActivityPreemption

  See also

  CUpti_ActivityMemcpy

  See also

  CUpti_ActivityMemcpy3

  See also

  CUpti_ActivityMemcpy4

  See also

  CUpti_ActivityMemcpy5

  See also

  CUpti_ActivityMemcpyPtoP

  See also

  CUpti_ActivityMemcpyPtoP2

  See also

  CUpti_ActivityMemcpyPtoP3

  See also

  CUpti_ActivityMemcpyPtoP4

  See also

  CUpti_ActivityMemset

  See also

  CUpti_ActivityMemset2

  See also

  CUpti_ActivityMemset3

  See also

  CUpti_ActivityMemset4

  See also

  CUpti_ActivityMemory

  See also

  CUpti_ActivityMemory2

  See also

  CUpti_ActivityMemory3

  See also

  CUpti_ActivityMemoryPool

  See also

  CUpti_ActivityMemoryPool2

  See also

  CUpti_ActivityMetric

  See also

  CUpti_ActivityMetricInstance

  See also

  CUpti_ActivityName

  See also

  CUpti_ActivityMarker

  See also

  CUpti_ActivityMarker2

  See also

  CUpti_ActivityMarkerData

  See also

  CUpti_ActivitySourceLocator

  See also

  CUpti_ActivityGlobalAccess

  See also

  CUpti_ActivityGlobalAccess2

  See also

  CUpti_ActivityGlobalAccess3

  See also

  CUpti_ActivityBranch

  See also

  CUpti_ActivityBranch2

  See also

  CUpti_ActivityOverhead3

  See also

  CUpti_ActivityEnvironment

  See also

  CUpti_ActivityInstructionExecution

  See also

  CUpti_ActivityUnifiedMemoryCounter

  See also

  CUpti_ActivityFunction

  See also

  CUpti_ActivityModule

  See also

  CUpti_ActivitySharedAccess

  See also

  CUpti_ActivityPCSampling

  See also

  CUpti_ActivityPCSampling2

  See also

  CUpti_ActivityPCSampling3

  See also

  CUpti_ActivityPCSamplingRecordInfo

  See also

  CUpti_ActivityCudaEvent

  See also

  CUpti_ActivityStream

  See also

  CUpti_ActivitySynchronization

  See also

  CUpti_ActivityInstructionCorrelation

  See also

  CUpti_ActivityExternalCorrelation

  See also

  CUpti_ActivityUnifiedMemoryCounter2

  See also

  CUpti_ActivityOpenAccData

  See also

  CUpti_ActivityOpenAccLaunch

  See also

  CUpti_ActivityOpenAccOther

  See also

  CUpti_ActivityOpenMp

  See also

  CUpti_ActivityNvLink

  See also

  CUpti_ActivityNvLink2

  See also

  CUpti_ActivityNvLink3

  See also

  CUpti_ActivityNvLink4

  See also

  CUpti_ActivityPcie

  Values:

  enumerator CUPTI_ACTIVITY_KIND_INVALID

    The activity record is invalid.

  enumerator CUPTI_ACTIVITY_KIND_MEMCPY

    A host<->host, host<->device, or device<->device memory copy.

    The corresponding activity record structure is CUpti_ActivityMemcpy5.

  enumerator CUPTI_ACTIVITY_KIND_MEMSET

    A memory set executing on the GPU.

    The corresponding activity record structure is CUpti_ActivityMemset4.

  enumerator CUPTI_ACTIVITY_KIND_KERNEL

    A kernel executing on the GPU.

    This activity kind may significantly change the overall performance characteristics of the application because all kernel executions are serialized on the GPU. Other activity kind for kernel CUPTI_ACTIVITY_KIND_CONCURRENT_KERNEL doesn’t break kernel concurrency. The corresponding activity record structure is CUpti_ActivityKernel9.

  enumerator CUPTI_ACTIVITY_KIND_DRIVER

    A CUDA driver API function execution.

    The corresponding activity record structure is CUpti_ActivityAPI.

  enumerator CUPTI_ACTIVITY_KIND_RUNTIME

    A CUDA runtime API function execution.

    The corresponding activity record structure is CUpti_ActivityAPI.

  enumerator CUPTI_ACTIVITY_KIND_EVENT

    An event value.

    The corresponding activity record structure is CUpti_ActivityEvent.

  enumerator CUPTI_ACTIVITY_KIND_METRIC

    A metric value.

    The corresponding activity record structure is CUpti_ActivityMetric.

  enumerator CUPTI_ACTIVITY_KIND_DEVICE

    Information about a device.

    The corresponding activity record structure is CUpti_ActivityDevice5.

  enumerator CUPTI_ACTIVITY_KIND_CONTEXT

    Information about a context.

    The corresponding activity record structure is CUpti_ActivityContext2.

  enumerator CUPTI_ACTIVITY_KIND_CONCURRENT_KERNEL

    A kernel executing on the GPU.

    This activity kind doesn’t break kernel concurrency. The corresponding activity record structure is CUpti_ActivityKernel9.

  enumerator CUPTI_ACTIVITY_KIND_NAME

    Resource naming done via NVTX APIs for thread, device, context, etc.

    The corresponding activity record structure is CUpti_ActivityName.

  enumerator CUPTI_ACTIVITY_KIND_MARKER

    Instantaneous, start, or end NVTX marker.

    The corresponding activity record structure is CUpti_ActivityMarker2.

  enumerator CUPTI_ACTIVITY_KIND_MARKER_DATA

    Extended, optional, data about a marker.

    The corresponding activity record structure is CUpti_ActivityMarkerData.

  enumerator CUPTI_ACTIVITY_KIND_SOURCE_LOCATOR

    Source information about source level result.

    The corresponding activity record structure is CUpti_ActivitySourceLocator.

  enumerator CUPTI_ACTIVITY_KIND_GLOBAL_ACCESS

    Results for source-level global access.

    The corresponding activity record structure is CUpti_ActivityGlobalAccess3.

  enumerator CUPTI_ACTIVITY_KIND_BRANCH

    Results for source-level branch.

    The corresponding activity record structure is CUpti_ActivityBranch2.

  enumerator CUPTI_ACTIVITY_KIND_OVERHEAD

    Overhead activity records.

    The corresponding activity record structure is CUpti_ActivityOverhead3.

  enumerator CUPTI_ACTIVITY_KIND_CDP_KERNEL

    A CDP (CUDA Dynamic Parallel) kernel executing on the GPU.

    The corresponding activity record structure is CUpti_ActivityCdpKernel. This activity can not be directly enabled or disabled. It is enabled and disabled through concurrent kernel activity i.e. _CONCURRENT_KERNEL.

  enumerator CUPTI_ACTIVITY_KIND_PREEMPTION

    Preemption activity record indicating a preemption of a CDP (CUDA Dynamic Parallel) kernel executing on the GPU.

    The corresponding activity record structure is CUpti_ActivityPreemption.

  enumerator CUPTI_ACTIVITY_KIND_ENVIRONMENT

    Environment activity records indicating power, clock, thermal, etc.

    levels of the GPU. The corresponding activity record structure is CUpti_ActivityEnvironment.

  enumerator CUPTI_ACTIVITY_KIND_EVENT_INSTANCE

    An event value associated with a specific event domain instance.

    The corresponding activity record structure is CUpti_ActivityEventInstance.

  enumerator CUPTI_ACTIVITY_KIND_MEMCPY2

    A peer to peer memory copy.

    The corresponding activity record structure is CUpti_ActivityMemcpyPtoP4.

  enumerator CUPTI_ACTIVITY_KIND_METRIC_INSTANCE

    A metric value associated with a specific metric domain instance.

    The corresponding activity record structure is CUpti_ActivityMetricInstance.

  enumerator CUPTI_ACTIVITY_KIND_INSTRUCTION_EXECUTION

    Results for source-level instruction execution.

    The corresponding activity record structure is CUpti_ActivityInstructionExecution.

  enumerator CUPTI_ACTIVITY_KIND_UNIFIED_MEMORY_COUNTER

    Unified Memory counter record.

    The corresponding activity record structure is CUpti_ActivityUnifiedMemoryCounter2.

  enumerator CUPTI_ACTIVITY_KIND_FUNCTION

    Device global/function record.

    The corresponding activity record structure is CUpti_ActivityFunction.

  enumerator CUPTI_ACTIVITY_KIND_MODULE

    CUDA Module record.

    The corresponding activity record structure is CUpti_ActivityModule.

  enumerator CUPTI_ACTIVITY_KIND_DEVICE_ATTRIBUTE

    A device attribute value.

    The corresponding activity record structure is CUpti_ActivityDeviceAttribute.

  enumerator CUPTI_ACTIVITY_KIND_SHARED_ACCESS

    Results for source-level shared access.

    The corresponding activity record structure is CUpti_ActivitySharedAccess.

  enumerator CUPTI_ACTIVITY_KIND_PC_SAMPLING

    Enable PC sampling for kernels.

    This will serialize kernels. The corresponding activity record structure is CUpti_ActivityPCSampling3.

  enumerator CUPTI_ACTIVITY_KIND_PC_SAMPLING_RECORD_INFO

    Summary information about PC sampling records.

    The corresponding activity record structure is CUpti_ActivityPCSamplingRecordInfo.

  enumerator CUPTI_ACTIVITY_KIND_INSTRUCTION_CORRELATION

    SASS/Source line-by-line correlation record.

    This will generate sass/source correlation for functions that have source level analysis or pc sampling results. The records will be generated only when either of source level analysis or pc sampling activity is enabled. The corresponding activity record structure is CUpti_ActivityInstructionCorrelation.

  enumerator CUPTI_ACTIVITY_KIND_OPENACC_DATA

    OpenACC data events.

    The corresponding activity record structure is CUpti_ActivityOpenAccData.

  enumerator CUPTI_ACTIVITY_KIND_OPENACC_LAUNCH

    OpenACC launch events.

    The corresponding activity record structure is CUpti_ActivityOpenAccLaunch.

  enumerator CUPTI_ACTIVITY_KIND_OPENACC_OTHER

    OpenACC other events.

    The corresponding activity record structure is CUpti_ActivityOpenAccOther.

  enumerator CUPTI_ACTIVITY_KIND_CUDA_EVENT

    Information about a CUDA event.

    The corresponding activity record structure is CUpti_ActivityCudaEvent.

  enumerator CUPTI_ACTIVITY_KIND_STREAM

    Information about a CUDA stream.

    The corresponding activity record structure is CUpti_ActivityStream.

  enumerator CUPTI_ACTIVITY_KIND_SYNCHRONIZATION

    Records for synchronization management.

    The corresponding activity record structure is CUpti_ActivitySynchronization.

  enumerator CUPTI_ACTIVITY_KIND_EXTERNAL_CORRELATION

    Records for correlation of different programming APIs.

    The corresponding activity record structure is CUpti_ActivityExternalCorrelation.

  enumerator CUPTI_ACTIVITY_KIND_NVLINK

    NVLink information.

    The corresponding activity record structure is CUpti_ActivityNvLink4.

  enumerator CUPTI_ACTIVITY_KIND_INSTANTANEOUS_EVENT

    Instantaneous Event information.

    The corresponding activity record structure is CUpti_ActivityInstantaneousEvent.

  enumerator CUPTI_ACTIVITY_KIND_INSTANTANEOUS_EVENT_INSTANCE

    Instantaneous Event information for a specific event domain instance.

    The corresponding activity record structure is CUpti_ActivityInstantaneousEventInstance

  enumerator CUPTI_ACTIVITY_KIND_INSTANTANEOUS_METRIC

    Instantaneous Metric information The corresponding activity record structure is CUpti_ActivityInstantaneousMetric.

  enumerator CUPTI_ACTIVITY_KIND_INSTANTANEOUS_METRIC_INSTANCE

    Instantaneous Metric information for a specific metric domain instance.

    The corresponding activity record structure is CUpti_ActivityInstantaneousMetricInstance.

  enumerator CUPTI_ACTIVITY_KIND_MEMORY

    Memory activity tracking allocation and freeing of the memory The corresponding activity record structure is CUpti_ActivityMemory.

  enumerator CUPTI_ACTIVITY_KIND_PCIE

    PCI devices information used for PCI topology.

    The corresponding activity record structure is CUpti_ActivityPcie.

  enumerator CUPTI_ACTIVITY_KIND_OPENMP

    OpenMP parallel events.

    The corresponding activity record structure is CUpti_ActivityOpenMp.

  enumerator CUPTI_ACTIVITY_KIND_INTERNAL_LAUNCH_API

    A CUDA driver kernel launch occurring outside of any public API function execution.

    Tools can handle these like records for driver API launch functions, although the cbid field is not used here. The corresponding activity record structure is CUpti_ActivityAPI.

  enumerator CUPTI_ACTIVITY_KIND_MEMORY2

    Memory activity tracking allocation and freeing of the memory The corresponding activity record structure is CUpti_ActivityMemory3.

  enumerator CUPTI_ACTIVITY_KIND_MEMORY_POOL

    Memory pool activity tracking creation, destruction and trimming of the memory pool.

    The corresponding activity record structure is CUpti_ActivityMemoryPool2.

  enumerator CUPTI_ACTIVITY_KIND_GRAPH_TRACE

    The corresponding activity record structure is CUpti_ActivityGraphTrace2.

  enumerator CUPTI_ACTIVITY_KIND_JIT

    JIT operation tracking The corresponding activity record structure is CUpti_ActivityJit.

  enumerator CUPTI_ACTIVITY_KIND_COUNT
  enumerator CUPTI_ACTIVITY_KIND_FORCE_INT

enum CUpti_ActivityLaunchType

  The type of the CUDA kernel launch.

  Values:

  enumerator CUPTI_ACTIVITY_LAUNCH_TYPE_REGULAR

    The kernel was launched via a regular kernel call.

  enumerator CUPTI_ACTIVITY_LAUNCH_TYPE_COOPERATIVE_SINGLE_DEVICE

    The kernel was launched via API cudaLaunchCooperativeKernel() or cuLaunchCooperativeKernel()

  enumerator CUPTI_ACTIVITY_LAUNCH_TYPE_COOPERATIVE_MULTI_DEVICE

    The kernel was launched via API cudaLaunchCooperativeKernelMultiDevice() or cuLaunchCooperativeKernelMultiDevice()

  enumerator CUPTI_ACTIVITY_LAUNCH_TYPE_CBL_COMMANDLIST

    The kernel was launched as a CBL commandlist.

enum CUpti_ActivityMemcpyKind

  The kind of a memory copy, indicating the source and destination targets of the copy.

  Each kind represents the source and destination targets of a memory copy. Targets are host, device, and array.

  Values:

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_UNKNOWN

    The memory copy kind is not known.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_HTOD

    A host to device memory copy.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_DTOH

    A device to host memory copy.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_HTOA

    A host to device array memory copy.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_ATOH

    A device array to host memory copy.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_ATOA

    A device array to device array memory copy.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_ATOD

    A device array to device memory copy.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_DTOA

    A device to device array memory copy.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_DTOD

    A device to device memory copy on the same device.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_HTOH

    A host to host memory copy.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_PTOP

    A peer to peer memory copy across different devices.

  enumerator CUPTI_ACTIVITY_MEMCPY_KIND_FORCE_INT

enum CUpti_ActivityMemoryKind

  The kinds of memory accessed by a memory operation/copy.

  Each kind represents the type of the memory accessed by a memory operation/copy.

  Values:

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_UNKNOWN

    The memory kind is unknown.

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_PAGEABLE

    The memory is pageable.

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_PINNED

    The memory is pinned.

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_DEVICE

    The memory is on the device.

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_ARRAY

    The memory is an array.

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_MANAGED

    The memory is managed.

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_DEVICE_STATIC

    The memory is device static.

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_MANAGED_STATIC

    The memory is managed static.

  enumerator CUPTI_ACTIVITY_MEMORY_KIND_FORCE_INT

enum CUpti_ActivityMemoryOperationType

  Memory operation types.

  Describes the type of memory operation, to be used with CUpti_ActivityMemory3.

  Values:

  enumerator CUPTI_ACTIVITY_MEMORY_OPERATION_TYPE_INVALID

    The operation is invalid.

  enumerator CUPTI_ACTIVITY_MEMORY_OPERATION_TYPE_ALLOCATION

    Memory is allocated.

  enumerator CUPTI_ACTIVITY_MEMORY_OPERATION_TYPE_RELEASE

    Memory is released.

  enumerator CUPTI_ACTIVITY_MEMORY_OPERATION_TYPE_FORCE_INT

enum CUpti_ActivityMemoryPoolOperationType

  Memory pool operation types.

  Describes the type of memory pool operation, to be used with CUpti_ActivityMemoryPool2.

  Values:

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_OPERATION_TYPE_INVALID

    The operation is invalid.

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_OPERATION_TYPE_CREATED

    Memory pool is created.

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_OPERATION_TYPE_DESTROYED

    Memory pool is destroyed.

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_OPERATION_TYPE_TRIMMED

    Memory pool is trimmed.

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_OPERATION_TYPE_FORCE_INT

enum CUpti_ActivityMemoryPoolType

  Memory pool types.

  Describes the type of memory pool, to be used with CUpti_ActivityMemory3.

  Values:

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_TYPE_INVALID

    The operation is invalid.

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_TYPE_LOCAL

    Memory pool is local to the process.

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_TYPE_IMPORTED

    Memory pool is imported by the process.

  enumerator CUPTI_ACTIVITY_MEMORY_POOL_TYPE_FORCE_INT

enum CUpti_ActivityObjectKind

  The kinds of activity objects.

  See also

  CUpti_ActivityObjectKindId

  Values:

  enumerator CUPTI_ACTIVITY_OBJECT_UNKNOWN

    The object kind is not known.

  enumerator CUPTI_ACTIVITY_OBJECT_PROCESS

    A process.

  enumerator CUPTI_ACTIVITY_OBJECT_THREAD

    A thread.

  enumerator CUPTI_ACTIVITY_OBJECT_DEVICE

    A device.

  enumerator CUPTI_ACTIVITY_OBJECT_CONTEXT

    A context.

  enumerator CUPTI_ACTIVITY_OBJECT_STREAM

    A stream.

  enumerator CUPTI_ACTIVITY_OBJECT_FORCE_INT

enum CUpti_ActivityOverheadKind

  The kinds of activity overhead.

  Values:

  enumerator CUPTI_ACTIVITY_OVERHEAD_UNKNOWN

    The overhead kind is not known.

  enumerator CUPTI_ACTIVITY_OVERHEAD_DRIVER_COMPILER

    Compiler overhead.

  enumerator CUPTI_ACTIVITY_OVERHEAD_CUPTI_BUFFER_FLUSH

    Activity buffer flush overhead.

  enumerator CUPTI_ACTIVITY_OVERHEAD_CUPTI_INSTRUMENTATION

    CUPTI instrumentation overhead.

  enumerator CUPTI_ACTIVITY_OVERHEAD_CUPTI_RESOURCE

    CUPTI resource creation and destruction overhead.

  enumerator CUPTI_ACTIVITY_OVERHEAD_RUNTIME_TRIGGERED_MODULE_LOADING

    CUDA Runtime triggered module loading overhead.

  enumerator CUPTI_ACTIVITY_OVERHEAD_LAZY_FUNCTION_LOADING

    Lazy function loading overhead.

  enumerator CUPTI_ACTIVITY_OVERHEAD_COMMAND_BUFFER_FULL

    Overhead due to lack of command buffer space.

    Refer CUpti_ActivityOverheadCommandBufferFullData for more details.

  enumerator CUPTI_ACTIVITY_OVERHEAD_FORCE_INT

enum CUpti_ActivityPCSamplingPeriod

  Sampling period for PC sampling method.

  Sampling period can be set using cuptiActivityConfigurePCSampling

  Values:

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_PERIOD_INVALID

    The PC sampling period is not set.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_PERIOD_MIN

    Minimum sampling period available on the device.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_PERIOD_LOW

    Sampling period in lower range.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_PERIOD_MID

    Medium sampling period.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_PERIOD_HIGH

    Sampling period in higher range.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_PERIOD_MAX

    Maximum sampling period available on the device.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_PERIOD_FORCE_INT

enum CUpti_ActivityPCSamplingStallReason

  The stall reason for PC sampling activity.

  Values:

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_INVALID

    Invalid reason.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_NONE

    No stall, instruction is selected for issue.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_INST_FETCH

    Warp is blocked because next instruction is not yet available, because of instruction cache miss, or because of branching effects.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_EXEC_DEPENDENCY

    Instruction is waiting on an arithmetic dependency.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_MEMORY_DEPENDENCY

    Warp is blocked because it is waiting for a memory access to complete.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_TEXTURE

    Texture sub-system is fully utilized or has too many outstanding requests.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_SYNC

    Warp is blocked as it is waiting at __syncthreads() or at memory barrier.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_CONSTANT_MEMORY_DEPENDENCY

    Warp is blocked waiting for constant memory and immediate memory access to complete.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_PIPE_BUSY

    Compute operation cannot be performed due to the required resources not being available.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_MEMORY_THROTTLE

    Warp is blocked because there are too many pending memory operations.

    In Kepler architecture it often indicates high number of memory replays.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_NOT_SELECTED

    Warp was ready to issue, but some other warp issued instead.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_OTHER

    Miscellaneous reasons.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_SLEEPING

    Sleeping.

  enumerator CUPTI_ACTIVITY_PC_SAMPLING_STALL_FORCE_INT

enum CUpti_ActivityPartitionedGlobalCacheConfig

  Partitioned global caching option.

  Values:

  enumerator CUPTI_ACTIVITY_PARTITIONED_GLOBAL_CACHE_CONFIG_UNKNOWN

    Partitioned global cache config unknown.

  enumerator CUPTI_ACTIVITY_PARTITIONED_GLOBAL_CACHE_CONFIG_NOT_SUPPORTED

    Partitioned global cache not supported.

  enumerator CUPTI_ACTIVITY_PARTITIONED_GLOBAL_CACHE_CONFIG_OFF

    Partitioned global cache config off.

  enumerator CUPTI_ACTIVITY_PARTITIONED_GLOBAL_CACHE_CONFIG_ON

    Partitioned global cache config on.

  enumerator CUPTI_ACTIVITY_PARTITIONED_GLOBAL_CACHE_CONFIG_FORCE_INT

enum CUpti_ActivityPreemptionKind

  The kind of a preemption activity.

  Values:

  enumerator CUPTI_ACTIVITY_PREEMPTION_KIND_UNKNOWN

    The preemption kind is not known.

  enumerator CUPTI_ACTIVITY_PREEMPTION_KIND_SAVE

    Preemption to save CDP block.

  enumerator CUPTI_ACTIVITY_PREEMPTION_KIND_RESTORE

    Preemption to restore CDP block.

  enumerator CUPTI_ACTIVITY_PREEMPTION_KIND_FORCE_INT

enum CUpti_ActivityStreamFlag

  stream type.

  The types of stream to be used with CUpti_ActivityStream.

  Values:

  enumerator CUPTI_ACTIVITY_STREAM_CREATE_FLAG_UNKNOWN

    Unknown data.

  enumerator CUPTI_ACTIVITY_STREAM_CREATE_FLAG_DEFAULT

    Default stream.

  enumerator CUPTI_ACTIVITY_STREAM_CREATE_FLAG_NON_BLOCKING

    Non-blocking stream.

  enumerator CUPTI_ACTIVITY_STREAM_CREATE_FLAG_NULL

    Null stream.

  enumerator CUPTI_ACTIVITY_STREAM_CREATE_MASK

    Stream create Mask.

  enumerator CUPTI_ACTIVITY_STREAM_CREATE_FLAG_FORCE_INT

enum CUpti_ActivitySynchronizationType

  Synchronization type.

  The types of synchronization to be used with CUpti_ActivitySynchronization.

  Values:

  enumerator CUPTI_ACTIVITY_SYNCHRONIZATION_TYPE_UNKNOWN

    Unknown data.

  enumerator CUPTI_ACTIVITY_SYNCHRONIZATION_TYPE_EVENT_SYNCHRONIZE

    Event synchronize API.

  enumerator CUPTI_ACTIVITY_SYNCHRONIZATION_TYPE_STREAM_WAIT_EVENT

    Stream wait event API.

  enumerator CUPTI_ACTIVITY_SYNCHRONIZATION_TYPE_STREAM_SYNCHRONIZE

    Stream synchronize API.

  enumerator CUPTI_ACTIVITY_SYNCHRONIZATION_TYPE_CONTEXT_SYNCHRONIZE

    Context synchronize API.

  enumerator CUPTI_ACTIVITY_SYNCHRONIZATION_TYPE_FORCE_INT

enum CUpti_ActivityThreadIdType

  Thread-Id types.

  CUPTI uses different methods to obtain the thread-id depending on the support and the underlying platform. This enum documents these methods for each type. APIs cuptiSetThreadIdType and cuptiGetThreadIdType can be used to set and get the thread-id type.

  Values:

  enumerator CUPTI_ACTIVITY_THREAD_ID_TYPE_DEFAULT

    Default type Windows uses API GetCurrentThreadId() Linux/Mac/Android/QNX use POSIX pthread API pthread_self()

  enumerator CUPTI_ACTIVITY_THREAD_ID_TYPE_SYSTEM

    This type is based on the system API available on the underlying platform and thread-id obtained is supposed to be unique for the process lifetime.

    Windows uses API GetCurrentThreadId() Linux uses syscall SYS_gettid Mac uses syscall SYS_thread_selfid Android/QNX use gettid()

  enumerator CUPTI_ACTIVITY_THREAD_ID_TYPE_SIZE

    Add new enums before this field.

  enumerator CUPTI_ACTIVITY_THREAD_ID_TYPE_FORCE_INT

enum CUpti_ActivityUnifiedMemoryAccessType

  Memory access type for unified memory page faults.

  This is valid for CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_GPU_PAGE_FAULT and CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_CPU_PAGE_FAULT_COUNT

  Values:

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_ACCESS_TYPE_UNKNOWN

    The unified memory access type is not known.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_ACCESS_TYPE_READ

    The page fault was triggered by read memory instruction.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_ACCESS_TYPE_WRITE

    The page fault was triggered by write memory instruction.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_ACCESS_TYPE_ATOMIC

    The page fault was triggered by atomic memory instruction.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_ACCESS_TYPE_PREFETCH

    The page fault was triggered by memory prefetch operation.

enum CUpti_ActivityUnifiedMemoryCounterKind

  Kind of the Unified Memory counter.

  Many activities are associated with Unified Memory mechanism; among them are transfers from host to device, device to host, page fault at host side.

  Values:

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_UNKNOWN

    The unified memory counter kind is not known.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_BYTES_TRANSFER_HTOD

    Number of bytes transferred from host to device.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_BYTES_TRANSFER_DTOH

    Number of bytes transferred from device to host.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_CPU_PAGE_FAULT_COUNT

    Number of CPU page faults, this is only supported on 64 bit Linux and Mac platforms.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_GPU_PAGE_FAULT

    Number of GPU page faults, this is only supported on devices with compute capability 6.0 and higher and 64 bit Linux platforms.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_THRASHING

    Thrashing occurs when data is frequently accessed by multiple processors and has to be constantly migrated around to achieve data locality.

    In this case the overhead of migration may exceed the benefits of locality. This is only supported on 64 bit Linux platforms.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_THROTTLING

    Throttling is a prevention technique used by the driver to avoid further thrashing.

    Here, the driver doesn’t service the fault for one of the contending processors for a specific period of time, so that the other processor can run at full-speed. This is only supported on 64 bit Linux platforms.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_REMOTE_MAP

    In case throttling does not help, the driver tries to pin the memory to a processor for a specific period of time.

    One of the contending processors will have slow access to the memory, while the other will have fast access. This is only supported on 64 bit Linux platforms.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_BYTES_TRANSFER_DTOD

    Number of bytes transferred from one device to another device.

    This is only supported on 64 bit Linux platforms.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_COUNT
  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_FORCE_INT

enum CUpti_ActivityUnifiedMemoryCounterScope

  Scope of the unified memory counter (deprecated in CUDA 7.0)

  Values:

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_SCOPE_UNKNOWN

    The unified memory counter scope is not known.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_SCOPE_PROCESS_SINGLE_DEVICE

    Collect unified memory counter for single process on one device.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_SCOPE_PROCESS_ALL_DEVICES

    Collect unified memory counter for single process across all devices.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_SCOPE_COUNT
  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_SCOPE_FORCE_INT

enum CUpti_ActivityUnifiedMemoryMigrationCause

  Migration cause of the Unified Memory counter.

  This is valid for CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_BYTES_TRANSFER_HTOD and CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_BYTES_TRANSFER_DTOH

  Values:

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_MIGRATION_CAUSE_UNKNOWN

    The unified memory migration cause is not known.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_MIGRATION_CAUSE_USER

    The unified memory migrated due to an explicit call from the user e.g.

    cudaMemPrefetchAsync

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_MIGRATION_CAUSE_COHERENCE

    The unified memory migrated to guarantee data coherence e.g.

    CPU/GPU faults on Pascal+ and kernel launch on pre-Pascal GPUs

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_MIGRATION_CAUSE_PREFETCH

    The unified memory was speculatively migrated by the UVM driver before being accessed by the destination processor to improve performance.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_MIGRATION_CAUSE_EVICTION

    The unified memory migrated to the CPU because it was evicted to make room for another block of memory on the GPU.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_MIGRATION_CAUSE_ACCESS_COUNTERS

    The unified memory migrated to another processor because of access counter notifications.

    Only frequently accessed pages are migrated between CPU and GPU, or between peer GPUs.

enum CUpti_ActivityUnifiedMemoryRemoteMapCause

  Remote memory map cause of the Unified Memory counter.

  This is valid for CUPTI_ACTIVITY_UNIFIED_MEMORY_COUNTER_KIND_REMOTE_MAP

  Values:

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_REMOTE_MAP_CAUSE_UNKNOWN

    The cause of mapping to remote memory was unknown.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_REMOTE_MAP_CAUSE_COHERENCE

    Mapping to remote memory was added to maintain data coherence.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_REMOTE_MAP_CAUSE_THRASHING

    Mapping to remote memory was added to prevent further thrashing.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_REMOTE_MAP_CAUSE_POLICY

    Mapping to remote memory was added to enforce the hints specified by the programmer or by performance heuristics of the UVM driver.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_REMOTE_MAP_CAUSE_OUT_OF_MEMORY

    Mapping to remote memory was added because there is no more memory available on the processor and eviction was not possible.

  enumerator CUPTI_ACTIVITY_UNIFIED_MEMORY_REMOTE_MAP_CAUSE_EVICTION

    Mapping to remote memory was added after the memory was evicted to make room for another block of memory on the GPU.

enum CUpti_ChannelType

  Values:

  enumerator CUPTI_CHANNEL_TYPE_INVALID
  enumerator CUPTI_CHANNEL_TYPE_COMPUTE
  enumerator CUPTI_CHANNEL_TYPE_ASYNC_MEMCPY

enum CUpti_DevType

  The device type for device connected to NVLink.

  Values:

  enumerator CUPTI_DEV_TYPE_INVALID
  enumerator CUPTI_DEV_TYPE_GPU

    The device type is GPU.

  enumerator CUPTI_DEV_TYPE_NPU

    The device type is NVLink processing unit in CPU.

  enumerator CUPTI_DEV_TYPE_FORCE_INT

enum CUpti_DeviceVirtualizationMode

  This indicates the virtualization mode in which CUDA device is running.

  Values:

  enumerator CUPTI_DEVICE_VIRTUALIZATION_MODE_NONE

    No virtualization mode is associated with the device i.e.

    it’s a baremetal GPU

  enumerator CUPTI_DEVICE_VIRTUALIZATION_MODE_PASS_THROUGH

    The device is associated with the pass-through GPU.

    In this mode, an entire physical GPU is directly assigned to one virtual machine (VM).

  enumerator CUPTI_DEVICE_VIRTUALIZATION_MODE_VIRTUAL_GPU

    The device is associated with the virtual GPU (vGPU).

    In this mode multiple virtual machines (VMs) have simultaneous, direct access to a single physical GPU.

  enumerator CUPTI_DEVICE_VIRTUALIZATION_MODE_FORCE_INT

enum CUpti_EnvironmentClocksThrottleReason

  Reasons for clock throttling.

  The possible reasons that a clock can be throttled. There can be more than one reason that a clock is being throttled so these types can be combined by bitwise OR. These are used in the clocksThrottleReason field in the Environment Activity Record.

  Values:

  enumerator CUPTI_CLOCKS_THROTTLE_REASON_GPU_IDLE

    Nothing is running on the GPU and the clocks are dropping to idle state.

  enumerator CUPTI_CLOCKS_THROTTLE_REASON_USER_DEFINED_CLOCKS

    The GPU clocks are limited by a user specified limit.

  enumerator CUPTI_CLOCKS_THROTTLE_REASON_SW_POWER_CAP

    A software power scaling algorithm is reducing the clocks below requested clocks.

  enumerator CUPTI_CLOCKS_THROTTLE_REASON_HW_SLOWDOWN

    Hardware slowdown to reduce the clock by a factor of two or more is engaged.

    This is an indicator of one of the following: 1) Temperature is too high, 2) External power brake assertion is being triggered (e.g. by the system power supply), 3) Change in power state.

  enumerator CUPTI_CLOCKS_THROTTLE_REASON_UNKNOWN

    Some unspecified factor is reducing the clocks.

  enumerator CUPTI_CLOCKS_THROTTLE_REASON_UNSUPPORTED

    Throttle reason is not supported for this GPU.

  enumerator CUPTI_CLOCKS_THROTTLE_REASON_NONE

    No clock throttling.

  enumerator CUPTI_CLOCKS_THROTTLE_REASON_FORCE_INT

enum CUpti_ExternalCorrelationKind

  The kind of external APIs supported for correlation.

  Custom correlation kinds are reserved for usage in external tools.

  See also

  CUpti_ActivityExternalCorrelation

  Values:

  enumerator CUPTI_EXTERNAL_CORRELATION_KIND_INVALID
  enumerator CUPTI_EXTERNAL_CORRELATION_KIND_UNKNOWN

    The external API is unknown to CUPTI.

  enumerator CUPTI_EXTERNAL_CORRELATION_KIND_OPENACC

    The external API is OpenACC.

  enumerator CUPTI_EXTERNAL_CORRELATION_KIND_CUSTOM0

    The external API is custom0.

  enumerator CUPTI_EXTERNAL_CORRELATION_KIND_CUSTOM1

    The external API is custom1.

  enumerator CUPTI_EXTERNAL_CORRELATION_KIND_CUSTOM2

    The external API is custom2.

  enumerator CUPTI_EXTERNAL_CORRELATION_KIND_SIZE

    Add new kinds before this line.

  enumerator CUPTI_EXTERNAL_CORRELATION_KIND_FORCE_INT

enum CUpti_FuncShmemLimitConfig

  The shared memory limit per block config for a kernel This should be used to set ‘cudaOccFuncShmemConfig’ field in occupancy calculator API.

  Values:

  enumerator CUPTI_FUNC_SHMEM_LIMIT_DEFAULT

    The shared memory limit config is default.

  enumerator CUPTI_FUNC_SHMEM_LIMIT_OPTIN

    User has opted for a higher dynamic shared memory limit using function attribute ‘cudaFuncAttributeMaxDynamicSharedMemorySize’ for runtime API or CU_FUNC_ATTRIBUTE_MAX_DYNAMIC_SHARED_SIZE_BYTES for driver API.

  enumerator CUPTI_FUNC_SHMEM_LIMIT_FORCE_INT

enum CUpti_LinkFlag

  Link flags.

  Describes link properties, to be used with CUpti_ActivityNvLink.

  Values:

  enumerator CUPTI_LINK_FLAG_INVALID

    The flag is invalid.

  enumerator CUPTI_LINK_FLAG_PEER_ACCESS

    Is peer to peer access supported by this link.

  enumerator CUPTI_LINK_FLAG_SYSMEM_ACCESS

    Is system memory access supported by this link.

  enumerator CUPTI_LINK_FLAG_PEER_ATOMICS

    Is peer atomic access supported by this link.

  enumerator CUPTI_LINK_FLAG_SYSMEM_ATOMICS

    Is system memory atomic access supported by this link.

  enumerator CUPTI_LINK_FLAG_FORCE_INT

enum CUpti_OpenAccConstructKind

  The OpenAcc parent construct kind for OpenAcc activity records.

  Values:

  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_UNKNOWN
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_PARALLEL
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_KERNELS
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_LOOP
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_DATA
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_ENTER_DATA
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_EXIT_DATA
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_HOST_DATA
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_ATOMIC
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_DECLARE
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_INIT
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_SHUTDOWN
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_SET
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_UPDATE
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_ROUTINE
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_WAIT
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_RUNTIME_API
  enumerator CUPTI_OPENACC_CONSTRUCT_KIND_FORCE_INT

enum CUpti_OpenAccEventKind

  The OpenAcc event kind for OpenAcc activity records.

  See also

  CUpti_ActivityKindOpenAcc

  Values:

  enumerator CUPTI_OPENACC_EVENT_KIND_INVALID
  enumerator CUPTI_OPENACC_EVENT_KIND_DEVICE_INIT
  enumerator CUPTI_OPENACC_EVENT_KIND_DEVICE_SHUTDOWN
  enumerator CUPTI_OPENACC_EVENT_KIND_RUNTIME_SHUTDOWN
  enumerator CUPTI_OPENACC_EVENT_KIND_ENQUEUE_LAUNCH
  enumerator CUPTI_OPENACC_EVENT_KIND_ENQUEUE_UPLOAD
  enumerator CUPTI_OPENACC_EVENT_KIND_ENQUEUE_DOWNLOAD
  enumerator CUPTI_OPENACC_EVENT_KIND_WAIT
  enumerator CUPTI_OPENACC_EVENT_KIND_IMPLICIT_WAIT
  enumerator CUPTI_OPENACC_EVENT_KIND_COMPUTE_CONSTRUCT
  enumerator CUPTI_OPENACC_EVENT_KIND_UPDATE
  enumerator CUPTI_OPENACC_EVENT_KIND_ENTER_DATA
  enumerator CUPTI_OPENACC_EVENT_KIND_EXIT_DATA
  enumerator CUPTI_OPENACC_EVENT_KIND_CREATE
  enumerator CUPTI_OPENACC_EVENT_KIND_DELETE
  enumerator CUPTI_OPENACC_EVENT_KIND_ALLOC
  enumerator CUPTI_OPENACC_EVENT_KIND_FREE
  enumerator CUPTI_OPENACC_EVENT_KIND_FORCE_INT

enum CUpti_OpenMpEventKind

  Values:

  enumerator CUPTI_OPENMP_EVENT_KIND_INVALID
  enumerator CUPTI_OPENMP_EVENT_KIND_PARALLEL
  enumerator CUPTI_OPENMP_EVENT_KIND_TASK
  enumerator CUPTI_OPENMP_EVENT_KIND_THREAD
  enumerator CUPTI_OPENMP_EVENT_KIND_IDLE
  enumerator CUPTI_OPENMP_EVENT_KIND_WAIT_BARRIER
  enumerator CUPTI_OPENMP_EVENT_KIND_WAIT_TASKWAIT
  enumerator CUPTI_OPENMP_EVENT_KIND_FORCE_INT

enum CUpti_PcieDeviceType

  Field to differentiate whether PCIE Activity record is of a GPU or a PCI Bridge.

  Values:

  enumerator CUPTI_PCIE_DEVICE_TYPE_GPU

    PCIE GPU record.

  enumerator CUPTI_PCIE_DEVICE_TYPE_BRIDGE

    PCIE Bridge record.

  enumerator CUPTI_PCIE_DEVICE_TYPE_FORCE_INT

enum CUpti_PcieGen

  PCIE Generation.

  Enumeration of PCIE Generation for pcie activity attribute pcieGeneration

  Values:

  enumerator CUPTI_PCIE_GEN_GEN1

    PCIE Generation 1.

  enumerator CUPTI_PCIE_GEN_GEN2

    PCIE Generation 2.

  enumerator CUPTI_PCIE_GEN_GEN3

    PCIE Generation 3.

  enumerator CUPTI_PCIE_GEN_GEN4

    PCIE Generation 4.

  enumerator CUPTI_PCIE_GEN_GEN5

    PCIE Generation 5.

  enumerator CUPTI_PCIE_GEN_FORCE_INT

## 5.1.3. Functions

CUptiResult cuptiActivityConfigurePCSampling(CUcontext ctx, CUpti_ActivityPCSamplingConfig *config)

  Set PC sampling configuration.

  For Pascal and older GPU architectures this API must be called before enabling activity kind CUPTI_ACTIVITY_KIND_PC_SAMPLING. There is no such requirement for Volta and newer GPU architectures.

  For Volta and newer GPU architectures if this API is called in the middle of execution, PC sampling configuration will be updated for subsequent kernel launches.

  Parameters

    - ctx – The context

    - config – A pointer to CUpti_ActivityPCSamplingConfig structure containing PC sampling configuration.

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_OPERATION – if this api is called while some valid event collection method is set.

    - CUPTI_ERROR_INVALID_PARAMETER – if `config` is NULL or any parameter in the `config` structures is not a valid value

    - CUPTI_ERROR_NOT_SUPPORTED – Indicates that the system/device does not support the unified memory counters

CUptiResult cuptiActivityConfigureUnifiedMemoryCounter(CUpti_ActivityUnifiedMemoryCounterConfig *config, uint32_t count)

  Set Unified Memory Counter configuration.

  Parameters

    - config – A pointer to CUpti_ActivityUnifiedMemoryCounterConfig structures containing Unified Memory counter configuration.

    - count – Number of Unified Memory counter configuration structures

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_PARAMETER – if `config` is NULL or any parameter in the `config` structures is not a valid value

    - CUPTI_ERROR_UM_PROFILING_NOT_SUPPORTED – One potential reason is that platform (OS/arch) does not support the unified memory counters

    - CUPTI_ERROR_UM_PROFILING_NOT_SUPPORTED_ON_DEVICE – Indicates that the device does not support the unified memory counters

    - CUPTI_ERROR_UM_PROFILING_NOT_SUPPORTED_ON_NON_P2P_DEVICES – Indicates that multi-GPU configuration without P2P support between any pair of devices does not support the unified memory counters

CUptiResult cuptiActivityDisable(CUpti_ActivityKind kind)

  Disable collection of a specific kind of activity record.

  Disable collection of a specific kind of activity record. Multiple kinds can be disabled by calling this function multiple times. By default all activity kinds are disabled for collection.

  Parameters

    kind – The kind of activity record to stop collecting

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_KIND – if the activity kind is not supported

CUptiResult cuptiActivityDisableContext(CUcontext context, CUpti_ActivityKind kind)

  Disable collection of a specific kind of activity record for a context.

  Disable collection of a specific kind of activity record for a context. This setting done by this API will supersede the global settings for activity records. Multiple kinds can be enabled by calling this function multiple times.

  Parameters

    - context – The context for which activity is to be disabled

    - kind – The kind of activity record to stop collecting

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_KIND – if the activity kind is not supported

CUptiResult cuptiActivityEnable(CUpti_ActivityKind kind)

  Enable collection of a specific kind of activity record.

  Enable collection of a specific kind of activity record. Multiple kinds can be enabled by calling this function multiple times. By default all activity kinds are disabled for collection.

  Parameters

    kind – The kind of activity record to collect

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_NOT_COMPATIBLE – if the activity kind cannot be enabled

    - CUPTI_ERROR_INVALID_KIND – if the activity kind is not supported

CUptiResult cuptiActivityEnableAndDump(CUpti_ActivityKind kind)

  Enable collection of a specific kind of activity record.

  For certain activity kinds it dumps existing records.

  In general, the behavior of this API is similar to the API cuptiActivityEnable i.e. it enables the collection of a specific kind of activity record. Additionally, this API can help in dumping the records for activities which happened in the past before enabling the corresponding activity kind. The API allows to get records for the current resource allocations done in CUDA For CUPTI_ACTIVITY_KIND_DEVICE, existing device records are dumped For CUPTI_ACTIVITY_KIND_CONTEXT, existing context records are dumped For CUPTI_ACTIVITY_KIND_STREAM, existing stream records are dumped For CUPTI_ACTIVITY_KIND_ NVLINK, existing NVLINK records are dumped For CUPTI_ACTIVITY_KIND_PCIE, existing PCIE records are dumped For other activities, the behavior is similar to the API cuptiActivityEnable

  Device records are emitted in CUPTI on CUDA driver initialization. Those records can only be retrieved by the user if CUPTI is attached before CUDA initialization. Context and stream records are emitted on context and stream creation. The use case of the API is to provide the records for CUDA resources (contexts/streams/devices) that are currently active if user late attaches CUPTI.

  Before calling this function, the user must register buffer callbacks to get the activity records by calling cuptiActivityRegisterCallbacks. If the user does not register the buffers and calls API cuptiActivityEnableAndDump, then CUPTI will enable the activity kind but not provide any records for that activity kind.

  Parameters

    kind – The kind of activity record to collect

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_UNKNOWN – if buffer is not initialized.

    - CUPTI_ERROR_NOT_COMPATIBLE – if the activity kind cannot be enabled

    - CUPTI_ERROR_INVALID_KIND – if the activity kind is not supported

CUptiResult cuptiActivityEnableContext(CUcontext context, CUpti_ActivityKind kind)

  Enable collection of a specific kind of activity record for a context.

  Enable collection of a specific kind of activity record for a context. This setting done by this API will supersede the global settings for activity records enabled by cuptiActivityEnable. Multiple kinds can be enabled by calling this function multiple times.

  Parameters

    - context – The context for which activity is to be enabled

    - kind – The kind of activity record to collect

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_NOT_COMPATIBLE – if the activity kind cannot be enabled

    - CUPTI_ERROR_INVALID_KIND – if the activity kind is not supported

CUptiResult cuptiActivityEnableDeviceGraph(uint8_t enable)

  Controls the collection of records for device launched graphs.

  This API is used to control the collection of records for device launched graphs. Default value is 0, i.e. these records are not collected. This API needs to be called before initialization of CUDA and this setting should not be changed during the profiling session.

  Parameters

    enable – is a boolean, denoting whether these records should be collected

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

CUptiResult cuptiActivityEnableLatencyTimestamps(uint8_t enable)

  Controls the collection of queued and submitted timestamps for kernels.

  This API is used to control the collection of queued and submitted timestamps for kernels whose records are provided through the struct CUpti_ActivityKernel9. Default value is 0, i.e. these timestamps are not collected. This API needs to be called before initialization of CUDA and this setting should not be changed during the profiling session.

  Parameters

    enable – is a boolean, denoting whether these timestamps should be collected

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

CUptiResult cuptiActivityEnableLaunchAttributes(uint8_t enable)

  Controls the collection of launch attributes for kernels.

  This API is used to control the collection of launch attributes for kernels whose records are provided through the struct CUpti_ActivityKernel9. Default value is 0, i.e. these attributes are not collected.

  Parameters

    enable – is a boolean denoting whether these launch attributes should be collected

CUptiResult cuptiActivityFlush(CUcontext context, uint32_t streamId, uint32_t flag)

  Wait for all activity records to be delivered via the completion callback.

  This function does not return until all activity records associated with the specified context/stream are returned to the CUPTI client using the callback registered in cuptiActivityRegisterCallbacks. To ensure that all activity records are complete, the requested stream(s), if any, are synchronized.

  If `context` is NULL, the global activity records (i.e. those not associated with a particular stream) are flushed (in this case no streams are synchronized). If `context` is a valid CUcontext and `streamId` is 0, the buffers of all streams of this context are flushed. Otherwise, the buffers of the specified stream in this context is flushed.

  Before calling this function, the buffer handling callback api must be activated by calling cuptiActivityRegisterCallbacks.

  DEPRECATED This method is deprecated CONTEXT and STREAMID will be ignored. Use cuptiActivityFlushAll to flush all data.

  Parameters

    - context – A valid CUcontext or NULL.

    - streamId – The stream ID.

    - flag – The flag can be set to indicate a forced flush. See CUpti_ActivityFlag

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_CUPTI_ERROR_INVALID_OPERATION – if not preceded by a successful call to cuptiActivityRegisterCallbacks

    - CUPTI_ERROR_UNKNOWN – an internal error occurred

CUptiResult cuptiActivityFlushAll(uint32_t flag)

  Request to deliver activity records via the buffer completion callback.

  This function returns the activity records associated with all contexts/streams (and the global buffers not associated with any stream) to the CUPTI client using the callback registered in cuptiActivityRegisterCallbacks.

  This is a blocking call but it doesn’t issue any CUDA synchronization calls implicitly thus it’s not guaranteed that all activities are completed on the underlying devices. Activity record is considered as completed if it has all the information filled up including the timestamps if any. It is the client’s responsibility to issue necessary CUDA synchronization calls before calling this function if all activity records with complete information are expected to be delivered.

  Behavior of the function based on the input flag: (-) ::For default flush i.e. when flag is set as 0, it returns all the activity buffers which have all the activity records completed, buffers need not to be full though. It doesn’t return buffers which have one or more incomplete records. Default flush can be done at a regular interval in a separate thread. (-) ::For forced flush i.e. when flag CUPTI_ACTIVITY_FLAG_FLUSH_FORCED is passed to the function, it returns all the activity buffers including the ones which have one or more incomplete activity records. It’s suggested for clients to do the force flush before the termination of the profiling session to allow remaining buffers to be delivered. In general, it can be done in the at-exit handler.

  Before calling this function, the buffer handling callback api must be activated by calling cuptiActivityRegisterCallbacks.

  See also

  cuptiActivityFlushPeriod

  Parameters

    flag – The flag can be set to indicate a forced flush. See CUpti_ActivityFlag

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_OPERATION – if not preceded by a successful call to cuptiActivityRegisterCallbacks

    - CUPTI_ERROR_UNKNOWN – an internal error occurred

CUptiResult cuptiActivityFlushPeriod(uint32_t time)

  Sets the flush period for the worker thread.

  CUPTI creates a worker thread to minimize the perturbance for the application created threads. CUPTI offloads certain operations from the application threads to the worker thread, this includes synchronization of profiling resources between host and device, delivery of the activity buffers to the client using the callback registered in cuptiActivityRegisterCallbacks. For performance reasons, CUPTI wakes up the worker thread based on certain heuristics.

  This API is used to control the flush period of the worker thread. This setting will override the CUPTI heuristics. Setting time to zero disables the periodic flush and restores the default behavior.

  Periodic flush can return only those activity buffers which are full and have all the activity records completed.

  It’s allowed to use the API cuptiActivityFlushAll to flush the data on-demand, even when client sets the periodic flush.

  See also

  cuptiActivityFlushAll

  Parameters

    time – flush period in milliseconds (ms)

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

CUptiResult cuptiActivityGetAttribute(CUpti_ActivityAttribute attr, size_t *valueSize, void *value)

  Read an activity API attribute.

  Read an activity API attribute and return it in `*value`.

  Parameters

    - attr – The attribute to read

    - valueSize – Size of buffer pointed by the value, and returns the number of bytes written to `value`

    - value – Returns the value of the attribute

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_PARAMETER – if `valueSize` or `value` is NULL, or if `attr` is not an activity attribute

    - CUPTI_ERROR_PARAMETER_SIZE_NOT_SUFFICIENT – Indicates that the `value` buffer is too small to hold the attribute value.

CUptiResult cuptiActivityGetNextRecord(uint8_t *buffer, size_t validBufferSizeBytes, CUpti_Activity **record)

  Iterate over the activity records in a buffer.

  This is a helper function to iterate over the activity records in a buffer. A buffer of activity records is typically obtained by receiving a CUpti_BuffersCallbackCompleteFunc callback.

  An example of typical usage:

      CUpti_Activity *record = NULL;
      CUptiResult status = CUPTI_SUCCESS;
        do {
           status = cuptiActivityGetNextRecord(buffer, validSize, &record);
           if(status == CUPTI_SUCCESS) {
                // Use record here...
           }
           else if (status == CUPTI_ERROR_MAX_LIMIT_REACHED)
               break;
           else {
               goto Error;
           }
         } while (1);

  Parameters

    - buffer – The buffer containing activity records

    - record – Inputs the previous record returned by cuptiActivityGetNextRecord and returns the next activity record from the buffer. If input value is NULL, returns the first activity record in the buffer. Records of kind CUPTI_ACTIVITY_KIND_CONCURRENT_KERNEL may contain invalid (0) timestamps, indicating that no timing information could be collected for lack of device memory.

    - validBufferSizeBytes – The number of valid bytes in the buffer.

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_MAX_LIMIT_REACHED – if no more records in the buffer

    - CUPTI_ERROR_INVALID_PARAMETER – if `buffer` is NULL.

CUptiResult cuptiActivityGetNumDroppedRecords(CUcontext context, uint32_t streamId, size_t *dropped)

  Get the number of activity records that were dropped of insufficient buffer space.

  Get the number of records that were dropped because of insufficient buffer space. The dropped count includes records that could not be recorded because CUPTI did not have activity buffer space available for the record (because the CUpti_BuffersCallbackRequestFunc callback did not return an empty buffer of sufficient size) and also CDP records that could not be record because the device-size buffer was full (size is controlled by the CUPTI_ACTIVITY_ATTR_DEVICE_BUFFER_SIZE_CDP attribute). The dropped count maintained for the queue is reset to zero when this function is called.

  Parameters

    - context – The context, or NULL to get dropped count from global queue

    - streamId – The stream ID

    - dropped – The number of records that were dropped since the last call to this function.

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_PARAMETER – if `dropped` is NULL

CUptiResult cuptiActivityPopExternalCorrelationId(CUpti_ExternalCorrelationKind kind, uint64_t *lastId)

  Pop an external correlation id for the calling thread.

  This function notifies CUPTI that the calling thread is leaving an external API region.

  Parameters

    - kind – The kind of external API activities should be correlated with.

    - lastId – If the function returns successful, contains the last external correlation id for this `kind`, can be NULL.

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – The external API kind is invalid.

    - CUPTI_ERROR_QUEUE_EMPTY – No external id is currently associated with `kind`.

CUptiResult cuptiActivityPushExternalCorrelationId(CUpti_ExternalCorrelationKind kind, uint64_t id)

  Push an external correlation id for the calling thread.

  This function notifies CUPTI that the calling thread is entering an external API region. When a CUPTI activity API record is created while within an external API region and CUPTI_ACTIVITY_KIND_EXTERNAL_CORRELATION is enabled, the activity API record will be preceded by a CUpti_ActivityExternalCorrelation record for each CUpti_ExternalCorrelationKind.

  Parameters

    - kind – The kind of external API activities should be correlated with.

    - id – External correlation id.

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – The external API kind is invalid

CUptiResult cuptiActivityRegisterCallbacks(CUpti_BuffersCallbackRequestFunc funcBufferRequested, CUpti_BuffersCallbackCompleteFunc funcBufferCompleted)

  Registers callback functions with CUPTI for activity buffer handling.

  This function registers two callback functions to be used in asynchronous buffer handling. If registered, activity record buffers are handled using asynchronous requested/completed callbacks from CUPTI.

  Registering these callbacks prevents the client from using CUPTI’s blocking enqueue/dequeue functions.

  Parameters

    - funcBufferRequested – callback which is invoked when an empty buffer is requested by CUPTI

    - funcBufferCompleted – callback which is invoked when a buffer containing activity records is available from CUPTI

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – if either `funcBufferRequested` or `funcBufferCompleted` is NULL

CUptiResult cuptiActivityRegisterTimestampCallback(CUpti_TimestampCallbackFunc funcTimestamp)

  Registers callback function with CUPTI for providing timestamp.

  This function registers a callback function to obtain timestamp of user’s choice instead of using CUPTI provided timestamp. By default CUPTI uses different methods, based on the underlying platform, to retrieve the timestamp Linux and Android use clock_gettime(CLOCK_REALTIME, ..) Windows uses QueryPerformanceCounter() Mac uses mach_absolute_time() QNX uses ClockCycles() Timestamps retrieved using these methods are converted to nanosecond if needed before usage.

  The registration of timestamp callback should be done before any of the CUPTI activity kinds are enabled to make sure that all the records report the timestamp using the callback function registered through cuptiActivityRegisterTimestampCallback API.

  Changing the timestamp callback function in CUPTI through cuptiActivityRegisterTimestampCallback API in the middle of the profiling session can cause records generated prior to the change to report timestamps through previous timestamp method.

  Parameters

    funcTimestamp – callback which is invoked when a timestamp is needed by CUPTI

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – if `funcTimestamp` is NULL

    - CUPTI_ERROR_NOT_INITIALIZED –

CUptiResult cuptiActivitySetAttribute(CUpti_ActivityAttribute attr, size_t *valueSize, void *value)

  Write an activity API attribute.

  Write an activity API attribute.

  Parameters

    - attr – The attribute to write

    - valueSize – The size, in bytes, of the value

    - value – The attribute value to write

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_PARAMETER – if `valueSize` or `value` is NULL, or if `attr` is not an activity attribute

    - CUPTI_ERROR_PARAMETER_SIZE_NOT_SUFFICIENT – Indicates that the `value` buffer is too small to hold the attribute value.

CUptiResult cuptiComputeCapabilitySupported(int major, int minor, int *support)

  Check support for a compute capability.

  This function is used to check the support for a device based on it’s compute capability. It sets the `support` when the compute capability is supported by the current version of CUPTI, and clears it otherwise. This version of CUPTI might not support all GPUs sharing the same compute capability. It is suggested to use API cuptiDeviceSupported which provides correct information.

  See also

  cuptiDeviceSupported

  Parameters

    - major – The major revision number of the compute capability

    - minor – The minor revision number of the compute capability

    - support – Pointer to an integer to return the support status

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – if `support` is NULL

CUptiResult cuptiDeviceSupported(CUdevice dev, int *support)

  Check support for a compute device.

  This function is used to check the support for a compute device. It sets the `support` when the device is supported by the current version of CUPTI, and clears it otherwise.

  See also

  cuptiComputeCapabilitySupported

  Parameters

    - dev – The device handle returned by CUDA Driver API cuDeviceGet

    - support – Pointer to an integer to return the support status

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – if `support` is NULL

    - CUPTI_ERROR_INVALID_DEVICE – if `dev` is not a valid device

CUptiResult cuptiDeviceVirtualizationMode(CUdevice dev, CUpti_DeviceVirtualizationMode *mode)

  Query the virtualization mode of the device.

  This function is used to query the virtualization mode of the CUDA device.

  Parameters

    - dev – The device handle returned by CUDA Driver API cuDeviceGet

    - mode – Pointer to an CUpti_DeviceVirtualizationMode to return the virtualization mode

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_DEVICE – if `dev` is not a valid device

    - CUPTI_ERROR_INVALID_PARAMETER – if `mode` is NULL

CUptiResult cuptiFinalize(void)

  Detach CUPTI from the running process.

  This API detaches the CUPTI from the running process. It destroys and cleans up all the resources associated with CUPTI in the current process. After CUPTI detaches from the process, the process will keep on running with no CUPTI attached to it. For safe operation of the API, it is recommended this API is invoked from the exit callsite of any of the CUDA Driver or Runtime API. Otherwise CUPTI client needs to make sure that required CUDA synchronization and CUPTI activity buffer flush is done before calling the API. Sample code showing the usage of the API in the cupti callback handler code:

      void CUPTIAPI
      cuptiCallbackHandler(void *userdata, CUpti_CallbackDomain domain,
          CUpti_CallbackId cbid, void *cbdata)
      {
        const CUpti_CallbackData *cbInfo = (CUpti_CallbackData *)cbdata;

        // Take this code path when CUPTI detach is requested
        if (detachCupti) {
          switch(domain)
          {
            case CUPTI_CB_DOMAIN_RUNTIME_API:
            case CUPTI_CB_DOMAIN_DRIVER_API:
              if (cbInfo->callbackSite == CUPTI_API_EXIT) {
                  // call the CUPTI detach API
                  cuptiFinalize();
              }
              break;
            default:
              break;
          }
        }
      }

CUptiResult cuptiGetAutoBoostState(CUcontext context, CUpti_ActivityAutoBoostState *state)

  Get auto boost state.

  The profiling results can be inconsistent in case auto boost is enabled. CUPTI tries to disable auto boost while profiling. It can fail to disable in cases where user does not have the permissions or CUDA_AUTO_BOOST env variable is set. The function can be used to query whether auto boost is enabled.

  Parameters

    - context – A valid CUcontext.

    - state – A pointer to CUpti_ActivityAutoBoostState structure which contains the current state and the id of the process that has requested the current state

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – if `CUcontext` or `state` is NULL

    - CUPTI_ERROR_NOT_SUPPORTED – Indicates that the device does not support auto boost

    - CUPTI_ERROR_UNKNOWN – an internal error occurred

CUptiResult cuptiGetContextId(CUcontext context, uint32_t *contextId)

  Get the ID of a context.

  Get the ID of a context.

  Parameters

    - context – The context

    - contextId – Returns a process-unique ID for the context

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_CONTEXT – The context is NULL or not valid.

    - CUPTI_ERROR_INVALID_PARAMETER – if `contextId` is NULL

CUptiResult cuptiGetDeviceId(CUcontext context, uint32_t *deviceId)

  Get the ID of a device.

  If `context` is NULL, returns the ID of the device that contains the currently active context. If `context` is non-NULL, returns the ID of the device which contains that context. Operates in a similar manner to cudaGetDevice() or cuCtxGetDevice() but may be called from within callback functions.

  Parameters

    - context – The context, or NULL to indicate the current context.

    - deviceId – Returns the ID of the device that is current for the calling thread.

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_DEVICE – if unable to get device ID

    - CUPTI_ERROR_INVALID_PARAMETER – if `deviceId` is NULL

CUptiResult cuptiGetGraphExecId(CUgraphExec graphExec, uint32_t *pId)

  Get the unique ID of executable graph.

  Returns the unique ID of executable CUDA graph.

  Parameters

    - graphExec – The executable graph.

    - pId – Returns the unique ID of the executable graph

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_PARAMETER – if `graph` is NULL

CUptiResult cuptiGetGraphId(CUgraph graph, uint32_t *pId)

  Get the unique ID of graph.

  Returns the unique ID of CUDA graph.

  Parameters

    - graph – The graph.

    - pId – Returns the unique ID of the graph

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_PARAMETER – if `graph` is NULL

CUptiResult cuptiGetGraphNodeId(CUgraphNode node, uint64_t *nodeId)

  Get the unique ID of a graph node.

  Returns the unique ID of the CUDA graph node.

  Parameters

    - node – The graph node.

    - nodeId – Returns the unique ID of the node

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_PARAMETER – if `node` is NULL

CUptiResult cuptiGetLastError(void)

  Returns the last error from a cupti call or callback.

  Returns the last error that has been produced by any of the cupti api calls or the callback in the same host thread and resets it to CUPTI_SUCCESS.

CUptiResult cuptiGetStreamId(CUcontext context, CUstream stream, uint32_t *streamId)

  Get the ID of a stream.

  Get the ID of a stream. The stream ID is unique within a context (i.e. all streams within a context will have unique stream IDs).

  DEPRECATED This method is deprecated as of CUDA 8.0. Use method cuptiGetStreamIdEx instead.

  Parameters

    - context – If non-NULL then the stream is checked to ensure that it belongs to this context. Typically this parameter should be null.

    - stream – The stream

    - streamId – Returns a context-unique ID for the stream

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_STREAM – if unable to get stream ID, or if `context` is non-NULL and `stream` does not belong to the context

    - CUPTI_ERROR_INVALID_PARAMETER – if `streamId` is NULL

CUptiResult cuptiGetStreamIdEx(CUcontext context, CUstream stream, uint8_t perThreadStream, uint32_t *streamId)

  Get the ID of a stream.

  Get the ID of a stream. The stream ID is unique within a context (i.e. all streams within a context will have unique stream IDs).

  Parameters

    - context – If non-NULL then the stream is checked to ensure that it belongs to this context. Typically this parameter should be null.

    - stream – The stream

    - perThreadStream – Flag to indicate if program is compiled for per-thread streams

    - streamId – Returns a context-unique ID for the stream

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_INITIALIZED –

    - CUPTI_ERROR_INVALID_STREAM – if unable to get stream ID, or if `context` is non-NULL and `stream` does not belong to the context

    - CUPTI_ERROR_INVALID_PARAMETER – if `streamId` is NULL

CUptiResult cuptiGetThreadIdType(CUpti_ActivityThreadIdType *type)

  Get the thread-id type.

  Returns the thread-id type used in CUPTI

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – if `type` is NULL

CUptiResult cuptiGetTimestamp(uint64_t *timestamp)

  Get the CUPTI timestamp.

  Returns a timestamp normalized to correspond with the start and end timestamps reported in the CUPTI activity records. The timestamp is reported in nanoseconds.

  Parameters

    timestamp – Returns the CUPTI timestamp

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_INVALID_PARAMETER – if `timestamp` is NULL

CUptiResult cuptiSetThreadIdType(CUpti_ActivityThreadIdType type)

  Set the thread-id type.

  CUPTI uses the method corresponding to set type to generate the thread-id. See enum CUpti_ActivityThreadIdType for the list of methods. Activity records having thread-id field contain the same value. Thread id type must not be changed during the profiling session to avoid thread-id value mismatch across activity records.

  Return values

    - CUPTI_SUCCESS –

    - CUPTI_ERROR_NOT_SUPPORTED – if `type` is not supported on the platform

## 5.1.4. Typedefs

typedef void (*CUpti_BuffersCallbackCompleteFunc)(CUcontext context, uint32_t streamId, uint8_t *buffer, size_t size, size_t validSize)

  Function type for callback used by CUPTI to return a buffer of activity records.

  This callback function returns to the CUPTI client a buffer containing activity records. The buffer contains `validSize` bytes of activity records which should be read using cuptiActivityGetNextRecord. The number of dropped records can be read using cuptiActivityGetNumDroppedRecords. After this call CUPTI relinquished ownership of the buffer and will not use it anymore. The client may return the buffer to CUPTI using the CUpti_BuffersCallbackRequestFunc callback. Note: CUDA 6.0 onwards, all buffers returned by this callback are global buffers i.e. there is no context/stream specific buffer. User needs to parse the global buffer to extract the context/stream specific activity records.

  Param context

    The context this buffer is associated with. If NULL, the buffer is associated with the global activities. This field is deprecated as of CUDA 6.0 and will always be NULL.

  Param streamId

    The stream id this buffer is associated with. This field is deprecated as of CUDA 6.0 and will always be NULL.

  Param buffer

    The activity record buffer.

  Param size

    The total size of the buffer in bytes as set in CUpti_BuffersCallbackRequestFunc.

  Param validSize

    The number of valid bytes in the buffer.

typedef void (*CUpti_BuffersCallbackRequestFunc)(uint8_t **buffer, size_t *size, size_t *maxNumRecords)

  Function type for callback used by CUPTI to request an empty buffer for storing activity records.

  This callback function signals the CUPTI client that an activity buffer is needed by CUPTI. The activity buffer is used by CUPTI to store activity records. The callback function can decline the request by setting `*buffer` to NULL. In this case CUPTI may drop activity records.

  Param buffer

    Returns the new buffer. If set to NULL then no buffer is returned.

  Param size

    Returns the size of the returned buffer.

  Param maxNumRecords

    Returns the maximum number of records that should be placed in the buffer. If 0 then the buffer is filled with as many records as possible. If > 0 the buffer is filled with at most that many records before it is returned.

typedef uint64_t (*CUpti_TimestampCallbackFunc)(void)

  Function type for callback used by CUPTI to request a timestamp to be used in activity records.

  This callback function signals the CUPTI client that a timestamp needs to be returned. This timestamp would be treated as normalized timestamp to be used for various purposes in CUPTI. For example to store start and end timestamps reported in the CUPTI activity records. The returned timestamp must be in nanoseconds.

  See also

  cuptiActivityRegisterTimestampCallback