6.6. CUPTI PM Sampling API#

Functions to enable, disable, start, stop, and decode PM sampling.

6.6.1. Data Structures#

CUpti_PmSampling_CounterDataImage_Initialize_Params: Params for cuptiPmSamplingCounterDataImageInitialize.
CUpti_PmSampling_CounterData_GetSampleInfo_Params: Params for cuptiPmSamplingCounterDataGetSampleInfo.
CUpti_PmSampling_DecodeData_Params: Params for cuptiPmSamplingDecodeData.
CUpti_PmSampling_Disable_Params: Params for cuptiPmSamplingDisable.
CUpti_PmSampling_Enable_Params: Params for cuptiPmSamplingEnable.
CUpti_PmSampling_GetCounterAvailability_Params: Params for cuptiPmSamplingGetCounterData.
CUpti_PmSampling_GetCounterDataInfo_Params: Params for cuptiPmSamplingGetCounterDataInfo.
CUpti_PmSampling_GetCounterDataSize_Params: Params for cuptiPmSamplingGetCounterDataSize.
CUpti_PmSampling_SetConfig_Params: Params for cuptiPmSamplingSetConfig.
CUpti_PmSampling_Start_Params: Params for cuptiPmSamplingStart.
CUpti_PmSampling_Stop_Params: Params for cuptiPmSamplingStop.

6.6.2. Macros#

CUpti_PmSampling_CounterDataImage_Initialize_Params_STRUCT_SIZE
CUpti_PmSampling_CounterData_GetSampleInfo_Params_STRUCT_SIZE
CUpti_PmSampling_DecodeData_Params_STRUCT_SIZE
CUpti_PmSampling_Disable_Params_STRUCT_SIZE
CUpti_PmSampling_Enable_Params_STRUCT_SIZE
CUpti_PmSampling_GetCounterAvailability_Params_STRUCT_SIZE
CUpti_PmSampling_GetCounterDataInfo_Params_STRUCT_SIZE
CUpti_PmSampling_GetCounterDataSize_Params_STRUCT_SIZE
CUpti_PmSampling_SetConfig_Params_STRUCT_SIZE
CUpti_PmSampling_Start_Params_STRUCT_SIZE
CUpti_PmSampling_Stop_Params_STRUCT_SIZE

6.6.3. Enumerations#

CUpti_PmSampling_DecodeStopReason
CUpti_PmSampling_HardwareBuffer_AppendMode
CUpti_PmSampling_TriggerMode

6.6.4. Functions#

CUptiResult cuptiPmSamplingCounterDataGetSampleInfo(CUpti_PmSampling_CounterData_GetSampleInfo_Params *pParams): Get the sample info (start and end time stamp) for the given sample index.
CUptiResult cuptiPmSamplingCounterDataImageInitialize(CUpti_PmSampling_CounterDataImage_Initialize_Params *pParams): Initialize the counter data to CUPTI record format for storing the metric data.
CUptiResult cuptiPmSamplingDecodeData(CUpti_PmSampling_DecodeData_Params *pParams): Decode the metrics data stored in the hardware buffer to the counter data image.
CUptiResult cuptiPmSamplingDisable(CUpti_PmSampling_Disable_Params *pParams): Disable PM sampling on the CUDA device and destroy the PM sampling object.
CUptiResult cuptiPmSamplingEnable(CUpti_PmSampling_Enable_Params *pParams): Create a PM sampling object and enable PM sampling on the CUDA device.
CUptiResult cuptiPmSamplingGetCounterAvailability(CUpti_PmSampling_GetCounterAvailability_Params *pParams): Query counter availibility information in a buffer which can be used to filter unavailable raw metrics on host.
CUptiResult cuptiPmSamplingGetCounterDataInfo(CUpti_PmSampling_GetCounterDataInfo_Params *pParams): Get the counter data info like number of samples, number of populated samples and number of completed samples in a counter data image.
CUptiResult cuptiPmSamplingGetCounterDataSize(CUpti_PmSampling_GetCounterDataSize_Params *pParams): Query the size of the counter data image which will be used to store the metrics data.
CUptiResult cuptiPmSamplingSetConfig(CUpti_PmSampling_SetConfig_Params *pParams): Set the configuration for PM sampling like sampling interval, maximum number of samples filled in HW buffer, trigger mode and the config image which has scheduling info for metric collection.
CUptiResult cuptiPmSamplingStart(CUpti_PmSampling_Start_Params *pParams): Start the PM sampling.
CUptiResult cuptiPmSamplingStop(CUpti_PmSampling_Stop_Params *pParams): Stop the PM sampling.

6.6.5. Typedefs#

CUpti_PmSampling_Object

6.6.6. Macros#

CUpti_PmSampling_CounterDataImage_Initialize_Params_STRUCT_SIZE#

CUpti_PmSampling_CounterData_GetSampleInfo_Params_STRUCT_SIZE#

CUpti_PmSampling_DecodeData_Params_STRUCT_SIZE#

CUpti_PmSampling_Disable_Params_STRUCT_SIZE#

CUpti_PmSampling_Enable_Params_STRUCT_SIZE#

CUpti_PmSampling_GetCounterAvailability_Params_STRUCT_SIZE#

CUpti_PmSampling_GetCounterDataInfo_Params_STRUCT_SIZE#

CUpti_PmSampling_GetCounterDataSize_Params_STRUCT_SIZE#

CUpti_PmSampling_SetConfig_Params_STRUCT_SIZE#

CUpti_PmSampling_Start_Params_STRUCT_SIZE#

CUpti_PmSampling_Stop_Params_STRUCT_SIZE#

6.6.7. Enumerations#

enum CUpti_PmSampling_DecodeStopReason#

Values:

enumerator CUPTI_PM_SAMPLING_DECODE_STOP_REASON_OTHER#

enumerator CUPTI_PM_SAMPLING_DECODE_STOP_REASON_COUNTER_DATA_FULL#: Counter data image is full.

enumerator CUPTI_PM_SAMPLING_DECODE_STOP_REASON_END_OF_RECORDS#: All the records in the hardware buffer is decoded.

enumerator CUPTI_PM_SAMPLING_DECODE_STOP_REASON_COUNT#

enum CUpti_PmSampling_HardwareBuffer_AppendMode#

Values:

enumerator CUPTI_PM_SAMPLING_HARDWARE_BUFFER_APPEND_MODE_KEEP_OLDEST#: Keep the oldest records in the hardware buffer. CUPTI will report error for overflow in case hardware buffer is getting filled up.

enumerator CUPTI_PM_SAMPLING_HARDWARE_BUFFER_APPEND_MODE_KEEP_LATEST#: Keep the latest records in the hardware buffer. Note: This mode is not supported on Turing GPU architecture. It is supported on Ampere and later GPU architectures.

enum CUpti_PmSampling_TriggerMode#

Values:

enumerator CUPTI_PM_SAMPLING_TRIGGER_MODE_GPU_SYSCLK_INTERVAL#: The trigger is based off of the SYSCLK frequency, note SYS frequency by default is variable. the sample interval (set in the struct CUpti_PmSampling_SetConfig_Params) is in terms of clocks.

enumerator CUPTI_PM_SAMPLING_TRIGGER_MODE_GPU_TIME_INTERVAL#: The trigger is based off of a fixed frequency source. The sample interval (set in the struct CUpti_PmSampling_SetConfig_Params) is in terms of nanoseconds. Note: This trigger mode is not supported on Turing GPU architecture and GA100 GPU. It is supported on Ampere GA10x and later GPU architectures.

enumerator CUPTI_PM_SAMPLING_TRIGGER_MODE_COUNT#

6.6.8. Functions#

CUptiResult cuptiPmSamplingCounterDataGetSampleInfo( CUpti_PmSampling_CounterData_GetSampleInfo_Params *pParams, )#

Get the sample info (start and end time stamp) for the given sample index.

Each sample is distinguished by the start and end time stamp.

Parameters:

pParams – A pointer to CUpti_PmSampling_CounterData_GetSampleInfo_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingCounterDataImageInitialize( CUpti_PmSampling_CounterDataImage_Initialize_Params *pParams, )#

Initialize the counter data to CUPTI record format for storing the metric data.

Parameters:

pParams – A pointer to CUpti_PmSampling_CounterDataImage_Initialize_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_INVALID_OPERATION – if PM sampling CounterDataInitialize is called without enabling PM sampling
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingDecodeData( CUpti_PmSampling_DecodeData_Params *pParams, )#

Decode the metrics data stored in the hardware buffer to the counter data image.

Parameters:

pParams – A pointer to CUpti_PmSampling_DecodeData_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_INVALID_OPERATION – if PM sampling DecodeData is called without enabling PM sampling
CUPTI_ERROR_OUT_OF_MEMORY – if there is record overflow in the hardware buffer
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingDisable( CUpti_PmSampling_Disable_Params *pParams, )#

Disable PM sampling on the CUDA device and destroy the PM sampling object.

Parameters:

pParams – A pointer to CUpti_PmSampling_Disable_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingEnable( CUpti_PmSampling_Enable_Params *pParams, )#

Create a PM sampling object and enable PM sampling on the CUDA device.

Parameters:

pParams – A pointer to CUpti_PmSampling_Enable_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_OUT_OF_MEMORY – if memory allocation fails while creating the PM sampling object
CUPTI_ERROR_INVALID_OPERATION – if PM sampling is already enabled on the device
CUPTI_ERROR_INSUFFICIENT_PRIVILEGES – if the user does not have sufficient privileges to perform the operation
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingGetCounterAvailability( CUpti_PmSampling_GetCounterAvailability_Params *pParams, )#

Query counter availibility information in a buffer which can be used to filter unavailable raw metrics on host.

Note: This API may fail, if any profiling or sampling session is active on the specified device.

Parameters:

pParams – A pointer to CUpti_PmSampling_GetCounterAvailability_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_INSUFFICIENT_PRIVILEGES – if the user does not have sufficient privileges to perform the operation
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingGetCounterDataInfo( CUpti_PmSampling_GetCounterDataInfo_Params *pParams, )#

Get the counter data info like number of samples, number of populated samples and number of completed samples in a counter data image.

Parameters:

pParams – A pointer to CUpti_PmSampling_GetCounterDataInfo_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingGetCounterDataSize( CUpti_PmSampling_GetCounterDataSize_Params *pParams, )#

Query the size of the counter data image which will be used to store the metrics data.

User need to allocate the memory for the counter data image based on the size returned by this API.

Parameters:

pParams – A pointer to CUpti_PmSampling_GetCounterDataSize_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_INVALID_OPERATION – if PM sampling GetCounterDataSize is called without enabling PM sampling
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingSetConfig( CUpti_PmSampling_SetConfig_Params *pParams, )#

Set the configuration for PM sampling like sampling interval, maximum number of samples filled in HW buffer, trigger mode and the config image which has scheduling info for metric collection.

Parameters:

pParams – A pointer to CUpti_PmSampling_SetConfig_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_NOT_SUPPORTED – for config image which require multiple passes for data collection

CUptiResult cuptiPmSamplingStart( CUpti_PmSampling_Start_Params *pParams, )#

Start the PM sampling.

The GPU will start collecting the metrics data periodically based on trigger type and sampling interval passed in CUpti_PmSampling_SetConfig_Params. The collected data will be stored in the hardware buffer.

Parameters:

pParams – A pointer to CUpti_PmSampling_Start_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_INVALID_OPERATION – if PM sampling Start is called without enabling PM sampling, and PM sampling is already started
CUPTI_ERROR_UNKNOWN – for any internal error

CUptiResult cuptiPmSamplingStop( CUpti_PmSampling_Stop_Params *pParams, )#

Stop the PM sampling.

The GPU will stop collecting the metrics data.

Parameters:

pParams – A pointer to CUpti_PmSampling_Stop_Params

Return values:

CUPTI_SUCCESS –
CUPTI_ERROR_INVALID_PARAMETER – if any pParams is not valid
CUPTI_ERROR_INVALID_OPERATION – if PM sampling Stop is called without enabling PM sampling, and PM sampling is already stopped
CUPTI_ERROR_UNKNOWN – for any internal error

6.6.9. Typedefs#

typedef struct CUpti_PmSampling_Object CUpti_PmSampling_Object#