AMDSMI Python LIB - AMD GPU Monitoring Library

Project description

This is an unofficial distribution of the official Python wrapper for amdsmi.

Dear AMD: Please contact Jae-Won Chung jwnchung@umich.edu to take over the repository when you would like to distribute official bindings under this project name.

AMD SMI Python Library

Requirements

python 3.6+ 64-bit
driver must be loaded for amdsmi_init() to pass

Overview

Folder structure

File Name	Note
`__init__.py`	Python package initialization file
`amdsmi_interface.py`	Amdsmi library python interface
`amdsmi_wrapper.py`	Python wrapper around amdsmi binary
`amdsmi_exception.py`	Amdsmi exceptions python file
`README.md`	Documentation

Usage

amdsmi folder should be copied and placed next to importing script. It should be imported as:

from amdsmi import *

try:
    amdsmi_init()

    # amdsmi calls ...

except AmdSmiException as e:
    print(e)
finally:
    try:
        amdsmi_shut_down()
    except AmdSmiException as e:
        print(e)

To initialize amdsmi lib, amdsmi_init() must be called before all other calls to amdsmi lib.

To close connection to driver, amdsmi_shut_down() must be the last call.

Exceptions

All exceptions are in amdsmi_exception.py file. Exceptions that can be thrown are:

AmdSmiException: base amdsmi exception class
AmdSmiLibraryException: derives base AmdSmiException class and represents errors that can occur in amdsmi-lib. When this exception is thrown, err_code and err_info are set. err_code is an integer that corresponds to errors that can occur in amdsmi-lib and err_info is a string that explains the error that occurred. Example:

try:
    num_of_GPUs = len(amdsmi_get_processor_handles())
    if num_of_GPUs == 0:
        print("No GPUs on machine")
except AmdSmiException as e:
    print("Error code: {}".format(e.err_code))
    if e.err_code == amdsmi_wrapper.AMDSMI_STATUS_RETRY:
        print("Error info: {}".format(e.err_info))

AmdSmiRetryException : Derives AmdSmiLibraryException class and signals device is busy and call should be retried.
AmdSmiTimeoutException : Derives AmdSmiLibraryException class and represents that call had timed out.
AmdSmiParameterException: Derives base AmdSmiException class and represents errors related to invaild parameters passed to functions. When this exception is thrown, err_msg is set and it explains what is the actual and expected type of the parameters.
AmdSmiBdfFormatException: Derives base AmdSmiException class and represents invalid bdf format.

API

amdsmi_init

Description: Initialize amdsmi lib and connect to driver

Input parameters: None

Output: None

Exceptions that can be thrown by amdsmi_init function:

AmdSmiLibraryException

Example:

try:
    amdsmi_init()
    # continue with amdsmi
except AmdSmiException as e:
    print("Init failed")
    print(e)

amdsmi_shut_down

Description: Finalize and close connection to driver

Input parameters: None

Output: None

Exceptions that can be thrown by amdsmi_shut_down function:

AmdSmiLibraryException

Example:

try:
    amdsmi_init()
    amdsmi_shut_down()
except AmdSmiException as e:
    print("Shut down failed")
    print(e)

amdsmi_get_processor_type

Description: Checks the type of device with provided handle.

Input parameters: device handle as an instance of amdsmi_processor_handle

Output: Integer, type of gpu

Exceptions that can be thrown by amdsmi_get_processor_type function:

AmdSmiLibraryException

Example:

try:
    type_of_GPU = amdsmi_get_processor_type(processor_handle)
    if type_of_GPU == 1:
        print("This is an AMD GPU")
except AmdSmiException as e:
    print(e)

amdsmi_get_processor_handles

Description: Returns list of GPU device handle objects on current machine

Input parameters: None

Output: List of GPU device handle objects

Exceptions that can be thrown by amdsmi_get_processor_handles function:

AmdSmiLibraryException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            print(amdsmi_get_gpu_device_uuid(device))
except AmdSmiException as e:
    print(e)

amdsmi_get_socket_handles

Note: CURRENTLY HARDCODED TO RETURN DUMMY DATA Description: Returns list of socket device handle objects on current machine

Input parameters: None

Output: List of socket device handle objects

Exceptions that can be thrown by amdsmi_get_socket_handles function:

AmdSmiLibraryException

Example:

try:
    sockets = amdsmi_get_socket_handles()
    print('Socket numbers: {}'.format(len(sockets)))
except AmdSmiException as e:
    print(e)

amdsmi_get_socket_info

Note: CURRENTLY HARDCODED TO RETURN EMPTY VALUES Description: Return socket name

Input parameters: socket_handle socket handle

Output: Socket name

Exceptions that can be thrown by amdsmi_get_socket_info function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_socket_handles()
    if len(socket_handles) == 0:
        print("No sockets on machine")
    else:
        for socket in socket_handles:
            print(amdsmi_get_socket_info(socket))
except AmdSmiException as e:
    print(e)

amdsmi_get_processor_handle_from_bdf

Description: Returns device handle from the given BDF

Input parameters: bdf string in form of either <domain>:<bus>:<device>.<function> or <bus>:<device>.<function> in hexcode format. Where:

<domain> is 4 hex digits long from 0000-FFFF interval
<bus> is 2 hex digits long from 00-FF interval
<device> is 2 hex digits long from 00-1F interval
<function> is 1 hex digit long from 0-7 interval

Output: device handle object

Exceptions that can be thrown by amdsmi_get_processor_handle_from_bdf function:

AmdSmiLibraryException
AmdSmiBdfFormatException

Example:

try:
    device = amdsmi_get_processor_handle_from_bdf("0000:23:00.0")
    print(amdsmi_get_gpu_device_uuid(device))
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_device_bdf

Description: Returns BDF of the given device

Input parameters:

processor_handle dev for which to query

Output: BDF string in form of <domain>:<bus>:<device>.<function> in hexcode format. Where:

<domain> is 4 hex digits long from 0000-FFFF interval
<bus> is 2 hex digits long from 00-FF interval
<device> is 2 hex digits long from 00-1F interval
<function> is 1 hex digit long from 0-7 interval

Exceptions that can be thrown by amdsmi_get_gpu_device_bdf function:

AmdSmiParameterException
AmdSmiLibraryException

Example:

try:
    device = amdsmi_get_processor_handles()[0]
    print("Device's bdf:", amdsmi_get_gpu_device_bdf(device))
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_device_uuid

Description: Returns the UUID of the device

Input parameters:

processor_handle dev for which to query

Output: UUID string unique to the device

Exceptions that can be thrown by amdsmi_get_gpu_device_uuid function:

AmdSmiParameterException
AmdSmiLibraryException

Example:

try:
    device = amdsmi_get_processor_handles()[0]
    print("Device UUID: ", amdsmi_get_gpu_device_uuid(device))
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_driver_info

Description: Returns the info of the driver

Input parameters:

processor_handle dev for which to query

Output: Dictionary with fields

Field	Content
`driver_name`	driver name
`driver_version`	driver_version
`driver_date`	driver_date

Exceptions that can be thrown by amdsmi_get_gpu_driver_info function:

AmdSmiParameterException
AmdSmiLibraryException

Example:

try:
    device = amdsmi_get_processor_handles()[0]
    print("Driver info: ", amdsmi_get_gpu_driver_info(device))
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_asic_info

Description: Returns asic information for the given GPU

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Content
`market_name`	market name
`vendor_id`	vendor id
`vendor_name`	vendor name
`device_id`	device id
`rev_id`	revision id
`asic_serial`	asic serial
`xgmi_physical_id`	xgmi physical id

Exceptions that can be thrown by amdsmi_get_gpu_asic_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            asic_info = amdsmi_get_gpu_asic_info(device)
            print(asic_info['market_name'])
            print(hex(asic_info['vendor_id']))
            print(asic_info['vendor_name'])
            print(hex(asic_info['device_id']))
            print(hex(asic_info['rev_id']))
            print(asic_info['asic_serial'])
            print(asic_info['xgmi_physical_id'])
except AmdSmiException as e:
    print(e)

amdsmi_get_power_cap_info

Description: Returns dictionary of power capabilities as currently configured on the given GPU. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`power_cap`	power capability
`dpm_cap`	dynamic power management capability
`default_power_cap`	default power capability
`min_power_cap`	min power capability
`max_power_cap`	max power capability

Exceptions that can be thrown by amdsmi_get_power_cap_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            power_info = amdsmi_get_power_cap_info(device)
            print(power_info['power_cap'])
            print(power_info['dpm_cap'])
            print(power_info['default_power_cap'])
            print(power_info['min_power_cap'])
            print(power_info['max_power_cap'])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_vram_info

Description: Returns dictionary of vram information for the given GPU.

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`vram_type`	vram type
`vram_vendor`	vram vendor
`vram_size_mb`	vram size in mb

Exceptions that can be thrown by amdsmi_get_gpu_vram_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            vram_info = amdsmi_get_gpu_vram_info(device)
            print(vram_info['vram_type'])
            print(vram_info['vram_vendor'])
            print(vram_info['vram_size_mb'])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_cache_info

Description: Returns dictionary of cache information for the given GPU.

Input parameters:

processor_handle device which to query

Output: Dictionary of Dictionaries containing cache information

Field	Description
`cache #`	upt 10 caches will be available
`cache_size`	size of cache in KB
`cache_level`	level of cache
`data_cache`	True if data cache is enabled, false otherwise
`instruction_cache`	True if instruction cache is enabled, false otherwise
`cpu_cache`	True if cpu cache is enabled, false otherwise
`simd_cache`	True if simd cache is enabled, false otherwise

Exceptions that can be thrown by amdsmi_get_gpu_cache_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            cache_info = amdsmi_get_gpu_cache_info(device)
            for cache_index, cache_values in cache_info.items():
                print(cache_index)
                print(cache_values['cache_size'])
                print(cache_values['cache_level'])
                print(cache_values['data_cache'])
                print(cache_values['instruction_cache'])
                print(cache_values['cpu_cache'])
                print(cache_values['simd_cache'])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_vbios_info

Description: Returns the static information for the VBIOS on the device.

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`name`	vbios name
`build_date`	vbios build date
`part_number`	vbios part number
`version`	vbios version string

Exceptions that can be thrown by amdsmi_get_gpu_vbios_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            vbios_info = amdsmi_get_gpu_vbios_info(device)
            print(vbios_info['name'])
            print(vbios_info['build_date'])
            print(vbios_info['part_number'])
            print(vbios_info['version'])
except AmdSmiException as e:
    print(e)

amdsmi_get_fw_info

Description: Returns GPU firmware related information.

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`fw_list`	List of dictionaries that contain information about a certain firmware block

Exceptions that can be thrown by amdsmi_get_fw_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            firmware_list = amdsmi_get_fw_info(device)['fw_list']
            for firmware_block in firmware_list:
                print(firmware_block['fw_name'])
                # String formated hex or decimal value ie: 21.00.00.AC or 130
                print(firmware_block['fw_version'])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_activity

Description: Returns the engine usage for the given GPU. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`gfx_activity`	graphics engine usage percentage (0 - 100)
`umc_activity`	memory engine usage percentage (0 - 100)
`mm_activity`	average multimedia engine usages in percentage (0 - 100)

Exceptions that can be thrown by amdsmi_get_gpu_activity function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            engine_usage = amdsmi_get_gpu_activity(device)
            print(engine_usage['gfx_activity'])
            print(engine_usage['umc_activity'])
            print(engine_usage['mm_activity'])
except AmdSmiException as e:
    print(e)

amdsmi_get_power_info

Description: Returns the current power and voltage for the given GPU. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`average_socket_power`	average socket power
`gfx_voltage`	voltage gfx
`power_limit`	power limit

Exceptions that can be thrown by amdsmi_get_power_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            power_measure = amdsmi_get_power_info(device)
            print(power_measure['average_socket_power'])
            print(power_measure['gfx_voltage'])
            print(power_measure['power_limit'])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_vram_usage

Description: Returns total VRAM and VRAM in use

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`vram_total`	VRAM total
`vram_used`	VRAM currently in use

Exceptions that can be thrown by amdsmi_get_gpu_vram_usage function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            vram_usage = amdsmi_get_gpu_vram_usage(device)
            print(vram_usage['vram_used'])
            print(vram_usage['vram_total'])
except AmdSmiException as e:
    print(e)

amdsmi_get_clock_info

Description: Returns the clock measure for the given GPU. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query
clock_type one of AmdSmiClkType enum values:

Field	Description
`SYS`	SYS clock type
`GFX`	GFX clock type
`DF`	DF clock type
`DCEF`	DCEF clock type
`SOC`	SOC clock type
`MEM`	MEM clock type
`PCIE`	PCIE clock type
`VCLK0`	VCLK0 clock type
`VCLK1`	VCLK1 clock type
`DCLK0`	DCLK0 clock type
`DCLK1`	DCLK1 clock type

Output: Dictionary with fields

Field	Description
`cur_clk`	Current clock for given clock type
`max_clk`	Maximum clock for given clock type
`min_clk`	Minimum clock for given clock type

Exceptions that can be thrown by amdsmi_get_clock_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            clock_measure = amdsmi_get_clock_info(device, AmdSmiClkType.GFX)
            print(clock_measure['cur_clk'])
            print(clock_measure['min_clk'])
            print(clock_measure['max_clk'])
except AmdSmiException as e:
    print(e)

amdsmi_get_pcie_link_status

Description: Returns the pcie link status for the given GPU. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`pcie_lanes`	pcie lanes in use
`pcie_speed`	current pcie speed
`pcie_interface_version`	current pcie generation

Exceptions that can be thrown by amdsmi_get_pcie_link_status function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            pcie_link_status = amdsmi_get_pcie_link_status(device)
            print(pcie_link_status["pcie_lanes"])
            print(pcie_link_status["pcie_speed"])
            print(pcie_link_status["pcie_interface_version"])
except AmdSmiException as e:
    print(e)

amdsmi_get_pcie_link_caps

Description: Returns the max pcie link capabilities for the given GPU

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`pcie_lanes`	Number of PCIe lanes
`pcie_speed`	PCIe speed in MT/s

Exceptions that can be thrown by amdsmi_get_pcie_link_caps function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            pcie_caps = amdsmi_get_pcie_link_caps(device)
            print(pcie_caps['pcie_lanes'])
            print(pcie_caps['pcie_speed'])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_bad_page_info

Description: Returns bad page info for the given GPU. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: List consisting of dictionaries with fields for each bad page found

Field	Description
`value`	Value of page
`page_address`	Address of bad page
`page_size`	Size of bad page
`status`	Status of bad page

Exceptions that can be thrown by amdsmi_get_gpu_bad_page_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            bad_page_info = amdsmi_get_gpu_bad_page_info(device)
            if not len(bad_page_info):
                print("No bad pages found")
                continue
            for bad_page in bad_page_info:
                print(bad_page["value"])
                print(bad_page["page_address"])
                print(bad_page["page_size"])
                print(bad_page["status"])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_process_list

Description: Returns the list of processes for the given GPU

Input parameters:

processor_handle device which to query

Output: List of process handles found

Exceptions that can be thrown by amdsmi_get_gpu_process_list function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            processes = amdsmi_get_gpu_process_list(device)
            print(processes)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_process_info

Description: Returns the info for the given process

Input parameters:

processor_handle device which to query
process_handle process which to query

Output: Dictionary with fields

Field Description

name Name of process

pid Process ID

mem Process memory usage

engine_usage

Subfield	Description
`gfx`	GFX engine usage in ns
`enc`	Encode engine usage in ns

memory_usage

Subfield	Description
`gtt_mem`	GTT memory usage
`cpu_mem`	CPU memory usage
`vram_mem`	VRAM memory usage

Exceptions that can be thrown by amdsmi_get_gpu_process_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            processes = amdsmi_get_gpu_process_list(device)
            for process in processes:
                print(amdsmi_get_gpu_process_info(device, process))
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_total_ecc_count

Description: Returns the ECC error count for the given GPU. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Description
`correctable_count`	Correctable ECC error count
`uncorrectable_count`	Uncorrectable ECC error count

Exceptions that can be thrown by amdsmi_get_gpu_total_ecc_count function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            ecc_error_count = amdsmi_get_gpu_total_ecc_count(device)
            print(ecc_error_count["correctable_count"])
            print(ecc_error_count["uncorrectable_count"])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_board_info

Description: Returns board info for the given GPU

Input parameters:

processor_handle device which to query

Output: Dictionary with fields correctable and uncorrectable

Field	Description
`model_number`	Board serial number
`product_serial`	Product serial
`fru_id`	FRU ID
`manufacturer_name`	Manufacturer name
`product_name`	Product name

Exceptions that can be thrown by amdsmi_get_gpu_board_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    device = amdsmi_get_processor_handle_from_bdf("0000:23.00.0")
    board_info = amdsmi_get_gpu_board_info(device)
    print(board_info["model_number"])
    print(board_info["product_serial"])
    print(board_info["fru_id"])
    print(board_info["manufacturer_name"])
    print(board_info["product_name"])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_ras_feature_info

Description: Returns RAS version and schema information It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: List containing dictionaries with fields

Field	Description
`eeprom_version`	eeprom version
`parity_schema`	parity schema
`single_bit_schema`	single bit schema
`double_bit_schema`	double bit schema
`poison_schema`	poison schema

Exceptions that can be thrown by amdsmi_get_gpu_ras_feature_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            ras_info = amdsmi_get_gpu_ras_feature_info(device)
            print(ras_info)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_ras_block_features_enabled

Description: Returns status of each RAS block for the given GPU. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: List containing dictionaries with fields for each RAS block

Field	Description
`block`	RAS block
`status`	RAS block status

Exceptions that can be thrown by amdsmi_get_gpu_ras_block_features_enabled function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            ras_block_features = amdsmi_get_gpu_ras_block_features_enabled(device)
            print(ras_block_features)
except AmdSmiException as e:
    print(e)

AmdSmiEventReader class

Description: Providing methods for event monitoring. This is context manager class. Can be used with with statement for automatic cleanup.

Methods:

Constructor

Description: Allocates a new event reader notifier to monitor different types of events for the given GPU

Input parameters:

processor_handle device handle corresponding to the device on which to listen for events
event_types list of event types from AmdSmiEvtNotificationType enum. Specifying which events to collect for the given device.

Event Type	Description
`VMFAULT`	VM page fault
`THERMAL_THROTTLE`	thermal throttle
`GPU_PRE_RESET`	gpu pre reset
`GPU_POST_RESET`	gpu post reset

read

Description: Reads events on the given device. When event is caught, device handle, message and event type are returned. Reading events stops when timestamp passes without event reading.

Input parameters:

timestamp number of milliseconds to wait for an event to occur. If event does not happen monitoring is finished
num_elem number of events. This is optional parameter. Default value is 10.

stop

Description: Any resources used by event notification for the the given device will be freed with this function. This can be used explicitly or automatically using with statement, like in the examples below. This should be called either manually or automatically for every created AmdSmiEventReader object.

Input parameters: None

Example with manual cleanup of AmdSmiEventReader:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        event = AmdSmiEventReader(device[0], AmdSmiEvtNotificationType.GPU_PRE_RESET, AmdSmiEvtNotificationType.GPU_POST_RESET)
        event.read(10000)
except AmdSmiException as e:
    print(e)
finally:
    event.stop()

Example with automatic cleanup using with statement:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        with AmdSmiEventReader(device[0], AmdSmiEvtNotificationType.GPU_PRE_RESET, AmdSmiEvtNotificationType.GPU_POST_RESET) as event:
            event.read(10000)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_pci_bandwidth

Description: Control the set of allowed PCIe bandwidths that can be used It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
bw_bitmask A bitmask indicating the indices of the bandwidths that are to be enabled (1) and disabled (0)

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_pci_bandwidth function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_set_gpu_pci_bandwidth(device, 0)
except AmdSmiException as e:
    print(e)

amdsmi_set_power_cap

Description: Set the power cap value. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_ind a 0-based sensor index. Normally, this will be 0. If a device has more than one sensor, it could be greater than 0
cap int that indicates the desired power cap, in microwatts

Output: None

Exceptions that can be thrown by amdsmi_set_power_cap function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            power_cap = 250 * 1000000
             amdsmi_set_power_cap(device, 0, power_cap)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_power_profile

Description: Set the power profile. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
reserved Not currently used, set to 0
profile a amdsmi_power_profile_preset_masks_t that hold the mask of the desired new power profile

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_power_profile function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            profile = ...
             amdsmi_set_gpu_power_profile(device, 0, profile)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_clk_range

Description: This function sets the clock range information. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
min_clk_value minimum clock value for desired clock range
max_clk_value maximum clock value for desired clock range
clk_typeAMDSMI_CLK_TYPE_SYS | AMDSMI_CLK_TYPE_MEM range type

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_clk_range function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_set_gpu_clk_range(device, 0, 1000, AmdSmiClkType.AMDSMI_CLK_TYPE_SYS)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_bdf_id

Description: Get the unique PCI device identifier associated for a device

Input parameters:

processor_handle device which to query

Output: device bdf The format of bdfid will be as follows:

BDFID = ((DOMAIN & 0xffffffff) << 32) | ((BUS & 0xff) << 8) | ((DEVICE & 0x1f) <<3 ) | (FUNCTION & 0x7)

Name	Field
Domain	[64:32]
Reserved	[31:16]
Bus	[15: 8]
Device	[ 7: 3]
Function	[ 2: 0]

Exceptions that can be thrown by amdsmi_get_gpu_bdf_id function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            bdfid = amdsmi_get_gpu_bdf_id(device)
            print(bdfid)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_pci_bandwidth

Description: Get the list of possible PCIe bandwidths that are available. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: Dictionary with the possible T/s values and associated number of lanes

Field	Content
`transfer_rate`	transfer_rate dictionary
`lanes`	lanes

transfer_rate dictionary

Field	Content
`num_supported`	num_supported
`current`	current
`frequency`	list of frequency

Exceptions that can be thrown by amdsmi_get_gpu_pci_bandwidth function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            bandwidth = amdsmi_get_gpu_pci_bandwidth(device)
            print(bandwidth)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_pci_throughput

Description: Get PCIe traffic information. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: Dictionary with the fields

Field	Content
`sent`	number of bytes sent in 1 second
`received`	the number of bytes received
`max_pkt_sz`	maximum packet size

Exceptions that can be thrown by amdsmi_get_gpu_pci_throughput function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            pci = amdsmi_get_gpu_pci_throughput(device)
            print(pci)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_pci_replay_counter

Description: Get PCIe replay counter

Input parameters:

processor_handle device which to query

Output: counter value The sum of the NAK's received and generated by the GPU

Exceptions that can be thrown by amdsmi_get_gpu_pci_replay_counter function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            counter =  amdsmi_get_gpu_pci_replay_counter(device)
            print(counter)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_topo_numa_affinity

Description: Get the NUMA node associated with a device

Input parameters:

processor_handle device which to query

Output: NUMA node value

Exceptions that can be thrown by amdsmi_get_gpu_topo_numa_affinity function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            numa_node = amdsmi_get_gpu_topo_numa_affinity(device)
            print(numa_node)
except AmdSmiException as e:
    print(e)

amdsmi_get_energy_count

Description: Get the energy accumulator counter of the device. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query

Output: Dictionary with fields

Field	Content
`power`	power
`counter_resolution`	counter resolution
`timestamp`	timestamp

Exceptions that can be thrown by amdsmi_get_energy_count function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            power = amdsmi_get_energy_count(device)
            print(power)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_memory_total

Description: Get the total amount of memory that exists

Input parameters:

processor_handle device which to query
mem_type enum AmdSmiMemoryType

Output: total amount of memory

Exceptions that can be thrown by amdsmi_get_gpu_memory_total function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            memory = amdsmi_get_gpu_memory_total(device)
            print(memory)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_od_clk_info

Description: This function sets the clock frequency information It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
level AMDSMI_FREQ_IND_MIN|AMDSMI_FREQ_IND_MAX to set the minimum (0) or maximum (1) speed
clk_value value to apply to the clock range
clk_type AMDSMI_CLK_TYPE_SYS | AMDSMI_CLK_TYPE_MEM range type

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_od_clk_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_set_gpu_od_clk_info(
                device,
                AmdSmiFreqInd.AMDSMI_FREQ_IND_MAX,
                1000,
                AmdSmiClkType.AMDSMI_CLK_TYPE_SYS
            )
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_memory_usage

Description: Get the current memory usage

Input parameters:

processor_handle device which to query
mem_type enum AmdSmiMemoryType

Output: the amount of memory currently being used

Exceptions that can be thrown by amdsmi_get_gpu_memory_usage function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            memory = amdsmi_get_gpu_memory_usage(device)
            print(memory)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_od_volt_info

Description: This function sets 1 of the 3 voltage curve points. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
vpoint voltage point [0|1|2] on the voltage curve
clk_value clock value component of voltage curve point
volt_value voltage value component of voltage curve point

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_od_volt_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_set_gpu_od_volt_info(device, 1, 1000, 980)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_fan_rpms

Description: Get the fan speed in RPMs of the device with the specified device handle and 0-based sensor index. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_idx a 0-based sensor index. Normally, this will be 0. If a device has more than one sensor, it could be greater than 0.

Output: Fan speed in rpms as integer

Exceptions that can be thrown by amdsmi_get_gpu_fan_rpms function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            fan_rpm = amdsmi_get_gpu_fan_rpms(device, 0)
            print(fan_rpm)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_fan_speed

Description: Get the fan speed for the specified device as a value relative to AMDSMI_MAX_FAN_SPEED. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_idx a 0-based sensor index. Normally, this will be 0. If a device has more than one sensor, it could be greater than 0.

Output: Fan speed in relative to MAX

Exceptions that can be thrown by amdsmi_get_gpu_fan_speed function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            fan_speed = amdsmi_get_gpu_fan_speed(device, 0)
            print(fan_speed)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_fan_speed_max

Description: Get the max fan speed of the device with provided device handle. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_idx a 0-based sensor index. Normally, this will be 0. If a device has more than one sensor, it could be greater than 0.

Output: Max fan speed as integer

Exceptions that can be thrown by amdsmi_get_gpu_fan_speed_max function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            max_fan_speed = amdsmi_get_gpu_fan_speed_max(device, 0)
            print(max_fan_speed)
except AmdSmiException as e:
    print(e)

amdsmi_is_gpu_power_management_enabled

Description: Returns is power management enabled

Input parameters:

processor_handle GPU device which to query

Output: Bool true if power management enabled else false

Exceptions that can be thrown by amdsmi_is_gpu_power_management_enabled function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for processor in devices:
            is_power_management_enabled = amdsmi_is_gpu_power_management_enabled(processor)
            print(is_power_management_enabled)
except AmdSmiException as e:
    print(e)

amdsmi_get_temp_metric

Description: Get the temperature metric value for the specified metric, from the specified temperature sensor on the specified device. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_type part of device from which temperature should be obtained
metric enum indicated which temperature value should be retrieved

Output: Temperature as integer in millidegrees Celcius

Exceptions that can be thrown by amdsmi_get_temp_metric function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            temp_metric =  amdsmi_get_temp_metric(device, AmdSmiTemperatureType.EDGE,
                            AmdSmiTemperatureMetric.CURRENT)
            print(temp_metric)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_volt_metric

Description: Get the voltage metric value for the specified metric, from the specified voltage sensor on the specified device. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_type part of device from which voltage should be obtained
metric enum indicated which voltage value should be retrieved

Output: Voltage as integer in millivolts

Exceptions that can be thrown by amdsmi_get_gpu_volt_metric function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            voltage =  amdsmi_get_gpu_volt_metric(device, AmdSmiVoltageType.VDDGFX,
                        AmdSmiVoltageMetric.AVERAGE)
            print(voltage)
except AmdSmiException as e:
    print(e)

amdsmi_get_utilization_count

Description: Get coarse grain utilization counter of the specified device

Input parameters:

processor_handle handle for the given device
counter_types variable number of counter types desired

Output: List containing dictionaries with fields

Field Description

timestamp The timestamp when the counter is retreived - Resolution: 1 ns

Dictionary for each counter

Subfield	Description
`type`	Type of utilization counter
`value`	Value gotten for utilization counter

Exceptions that can be thrown by amdsmi_get_utilization_count function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            utilization = amdsmi_get_utilization_count(
                            device,
                            AmdSmiUtilizationCounterType.COARSE_GRAIN_GFX_ACTIVITY
                            )
            print(utilization)
            utilization = amdsmi_get_utilization_count(
                            device,
                            AmdSmiUtilizationCounterType.COARSE_GRAIN_GFX_ACTIVITY,
                            AmdSmiUtilizationCounterType.COARSE_GRAIN_MEM_ACTIVITY
                            )
            print(utilization)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_perf_level

Description: Get the performance level of the device with provided device handle. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device

Output: Performance level as enum value of dev_perf_level_t

Exceptions that can be thrown by amdsmi_get_gpu_perf_level function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            perf_level = amdsmi_get_gpu_perf_level(dev)
            print(perf_level)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_perf_determinism_mode

Description: Enter performance determinism mode with provided device handle. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
clkvalue softmax value for GFXCLK in MHz

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_perf_determinism_mode function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_set_gpu_perf_determinism_mode(device, 1333)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_overdrive_level

Description: Get the overdrive percent associated with the device with provided device handle. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device

Output: Overdrive percentage as integer

Exceptions that can be thrown by amdsmi_get_gpu_overdrive_level function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            od_level = amdsmi_get_gpu_overdrive_level(dev)
            print(od_level)
except AmdSmiException as e:
    print(e)

amdsmi_get_clk_freq

Description: Get the list of possible system clock speeds of device for a specified clock type. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
clk_type the type of clock for which the frequency is desired

Output: Dictionary with fields

Field	Description
`num_supported`	The number of supported frequencies
`current`	The current frequency index
`frequency`	List of frequencies, only the first num_supported frequencies are valid

Exceptions that can be thrown by amdsmi_get_clk_freq function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_get_clk_freq(device, AmdSmiClkType.SYS)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_od_volt_info

Description: This function retrieves the voltage/frequency curve information It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device

Output: Dictionary with fields

Field Description

curr_sclk_range

Subfield	Description
`lower_bound`	lower bound sclk range
`upper_bound`	upper bound sclk range

curr_mclk_range

Subfield	Description
`lower_bound`	lower bound mclk range
`upper_bound`	upper bound mclk range

sclk_freq_limits

Subfield	Description
`lower_bound`	lower bound sclk range limt
`upper_bound`	upper bound sclk range limit

mclk_freq_limits

Subfield	Description
`lower_bound`	lower bound mclk range limit
`upper_bound`	upper bound mclk range limit

curve.vc_points The number of supported frequencies

num_regions The current frequency index

Exceptions that can be thrown by amdsmi_get_gpu_od_volt_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_get_gpu_od_volt_info(dev)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_info

Description: This function retrieves the gpu metrics information. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device

Output: Dictionary with fields

Field | Description ---|--- temperature_edge| edge temperature valuetemperature_hotspot| hotspot temperature valuetemperature_mem| memory temperature valuetemperature_vrgfx| vrgfx temperature valuetemperature_vrsoc| vrsoc temperature valuetemperature_vrmem| vrmem temperature valueaverage_gfx_activity| average gfx activityaverage_umc_activity| average umc activityaverage_mm_activity| average mm activityaverage_socket_power| average socket powerenergy_accumulator| energy accumulator valuesystem_clock_counter| system clock counteraverage_gfxclk_frequency| average gfx clock frequencyaverage_socclk_frequency| average soc clock frequencyaverage_uclk_frequency| average uclk frequencyaverage_vclk0_frequency| average vclk0 frequencyaverage_dclk0_frequency| average dclk0 frequencyaverage_vclk1_frequency| average vclk1 frequencyaverage_dclk1_frequency| average dclk1 frequencycurrent_gfxclk| current gfx clockcurrent_socclk| current soc clockcurrent_uclk| current uclkcurrent_vclk0| current vclk0current_dclk0| current dclk0current_vclk1| current vclk1current_dclk1| current dclk1throttle_status| current throttle statuscurrent_fan_speed| current fan speedpcie_link_width| pcie link widthpcie_link_speed| pcie link speedpadding| paddinggfx_activity_acc| gfx activity accmem_activity_acc| mem activity acctemperature_hbm| list of hbm temperaturesfirmware_timestamp| timestamp from PMFWvoltage_soc| soc voltagevoltage_gfx| gfx voltagevoltage_mem| mem voltageindep_throttle_status| asic independent throttle statuscurrent_socket_power| current socket powervcn_activity| list of encoding and decoding engine utilizationsgfxclk_lock_status| gfx clock lock statusxgmi_link_width| XGMI bus widthxgmi_link_speed| XGMI bitrate (in Gbps)pcie_bandwidth_acc| PCIE accumulated bandwidth (GB/sec)pcie_bandwidth_inst| PCIE instantaneous bandwidth (GB/sec)pcie_l0_to_recov_count_acc| PCIE L0 to recovery state transition accumulated countpcie_replay_count_acc| PCIE replay accumulated countpcie_replay_rover_count_acc| PCIE replay rollover accumulated countxgmi_read_data_acc| XGMI accumulated read data transfer size(KiloBytes)xgmi_write_data_acc| XGMI accumulated write data transfer size(KiloBytes)current_gfxclks| list of current gfx clock frequenciescurrent_socclks| list of current soc clock frequenciescurrent_vclk0s| list of current v0 clock frequenciescurrent_dclk0s` | list of current d0 clock frequencies

Exceptions that can be thrown by amdsmi_get_gpu_metrics_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_get_gpu_metrics_info(dev)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_od_volt_curve_regions

Description: This function will retrieve the current valid regions in the frequency/voltage space. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
num_regions number of freq volt regions

Output: List containing a dictionary with fields for each freq volt region

Field Description

freq_range

Subfield	Description
`lower_bound`	lower bound freq range
`upper_bound`	upper bound freq range

volt_range

Subfield	Description
`lower_bound`	lower bound volt range
`upper_bound`	upper bound volt range

Exceptions that can be thrown by amdsmi_get_gpu_od_volt_curve_regions function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_get_gpu_od_volt_curve_regions(device, 3)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_power_profile_presets

Description: Get the list of available preset power profiles and an indication of which profile is currently active. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_idx number of freq volt regions

Output: Dictionary with fields

Field	Description
`available_profiles`	Which profiles are supported by this system
`current`	Which power profile is currently active
`num_profiles`	How many power profiles are available

Exceptions that can be thrown by amdsmi_get_gpu_power_profile_presets function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_get_gpu_power_profile_presets(device, 0)
except AmdSmiException as e:
    print(e)

amdsmi_gpu_counter_group_supported

Description: Tell if an event group is supported by a given device. It is not supported on virtual machine guest

Input parameters:

processor_handle device which to query
event_group event group being checked for support

Output: None

Exceptions that can be thrown by amdsmi_gpu_counter_group_supported function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_gpu_counter_group_supported(device, AmdSmiEventGroup.XGMI)
except AmdSmiException as e:
    print(e)

amdsmi_gpu_create_counter

Description: Creates a performance counter object

Input parameters:

processor_handle device which to query
event_type event group being checked for support

Output: An event handle of the newly created performance counter object

Exceptions that can be thrown by amdsmi_gpu_create_counter function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            event_handle = amdsmi_gpu_create_counter(device, AmdSmiEventGroup.XGMI)
except AmdSmiException as e:
    print(e)

amdsmi_gpu_destroy_counter

Description: Destroys a performance counter object

Input parameters:

event_handle event handle of the performance counter object

Output: None

Exceptions that can be thrown by amdsmi_gpu_destroy_counter function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            event_handle = amdsmi_gpu_create_counter(device, AmdSmiEventGroup.XGMI)
            amdsmi_gpu_destroy_counter(event_handle)
except AmdSmiException as e:
    print(e)

amdsmi_gpu_control_counter

Description: Issue performance counter control commands. It is not supported on virtual machine guest

Input parameters:

event_handle event handle of the performance counter object
counter_command command being passed to counter as AmdSmiCounterCommand

Output: None

Exceptions that can be thrown by amdsmi_gpu_control_counter function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            event_handle = amdsmi_gpu_create_counter(device, AmdSmiEventType.XGMI_1_REQUEST_TX)
            amdsmi_gpu_control_counter(event_handle, AmdSmiCounterCommand.CMD_START)
except AmdSmiException as e:
    print(e)

amdsmi_gpu_read_counter

Description: Read the current value of a performance counter

Input parameters:

event_handle event handle of the performance counter object

Output: Dictionary with fields

Field	Description
`value`	Counter value
`time_enabled`	Time that the counter was enabled in nanoseconds
`time_running`	Time that the counter was running in nanoseconds

Exceptions that can be thrown by amdsmi_gpu_read_counter function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            event_handle = amdsmi_gpu_create_counter(device, AmdSmiEventType.XGMI_1_REQUEST_TX)
            amdsmi_gpu_read_counter(event_handle)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_available_counters

Description: Get the number of currently available counters. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
event_group event group being checked as AmdSmiEventGroup

Output: Number of available counters for the given device of the inputted event group

Exceptions that can be thrown by amdsmi_get_gpu_available_counters function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            available_counters =  amdsmi_get_gpu_available_counters(device, AmdSmiEventGroup.XGMI)
            print(available_counters)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_perf_level

Description: Set a desired performance level for given device. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
perf_level performance level being set as AmdSmiDevPerfLevel

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_perf_level function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_set_gpu_perf_level(device, AmdSmiDevPerfLevel.STABLE_PEAK)
except AmdSmiException as e:
    print(e)

amdsmi_reset_gpu

Description: Reset the gpu associated with the device with provided device handle It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device

Output: None

Exceptions that can be thrown by amdsmi_reset_gpu function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_reset_gpu(device)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_fan_speed

Description: Set the fan speed for the specified device with the provided speed, in RPMs. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_idx sensor index as integer
fan_speed the speed to which the function will attempt to set the fan

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_fan_speed function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_set_gpu_fan_speed(device, 0, 1333)
except AmdSmiException as e:
    print(e)

amdsmi_reset_gpu_fan

Description: Reset the fan to automatic driver control. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
sensor_idx sensor index as integer

Output: None

Exceptions that can be thrown by amdsmi_reset_gpu_fan function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_reset_gpu_fan(device, 0)
except AmdSmiException as e:
    print(e)

amdsmi_set_clk_freq

Description: Control the set of allowed frequencies that can be used for the specified clock. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
clk_type the type of clock for which the set of frequencies will be modified as AmdSmiClkType
freq_bitmask bitmask indicating the indices of the frequencies that are to be enabled (1) and disabled (0). Only the lowest ::amdsmi_frequencies_t.num_supported bits of this mask are relevant.

Output: None

Exceptions that can be thrown by amdsmi_set_clk_freq function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            freq_bitmask = 0
             amdsmi_set_clk_freq(device, AmdSmiClkType.GFX, freq_bitmask)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_overdrive_level

Description: deprecated Set the overdrive percent associated with the device with provided device handle with the provided value. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
overdrive_value value to which the overdrive level should be set

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_overdrive_level function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
             amdsmi_set_gpu_overdrive_level(device, 0)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_ecc_count

Description: Retrieve the error counts for a GPU block. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
block The block for which error counts should be retrieved

Output: Dict containing information about error counts

Field	Description
`correctable_count`	Count of correctable errors
`uncorrectable_count`	Count of uncorrectable errors

Exceptions that can be thrown by amdsmi_get_gpu_ecc_count function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            ecc_count =  amdsmi_get_gpu_ecc_count(device, AmdSmiGpuBlock.UMC)
            print(ecc_count)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_ecc_enabled

Description: Retrieve the enabled ECC bit-mask. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device

Output: Enabled ECC bit-mask

Exceptions that can be thrown by amdsmi_get_gpu_ecc_enabled function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            enabled =  amdsmi_get_gpu_ecc_enabled(device)
            print(enabled)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_ecc_status

Description: Retrieve the ECC status for a GPU block. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device
block The block for which ECC status should be retrieved

Output: ECC status for a requested GPU block

Exceptions that can be thrown by amdsmi_get_gpu_ecc_status function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            status =  amdsmi_get_gpu_ecc_status(device, AmdSmiGpuBlock.UMC)
            print(status)
except AmdSmiException as e:
    print(e)

amdsmi_status_code_to_string

Description: Get a description of a provided AMDSMI error status

Input parameters:

status The error status for which a description is desired

Output: String description of the provided error code

Exceptions that can be thrown by amdsmi_status_code_to_string function:

AmdSmiParameterException

Example:

try:
    status_str = amdsmi_status_code_to_string(ctypes.c_uint32(0))
    print(status_str)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_compute_process_info

Description: Get process information about processes currently using GPU

Input parameters: None

Output: List of python dicts each containing a process information

Field	Description
`process_id`	Process ID
`pasid`	PASID
`vram_usage`	VRAM usage
`sdma_usage`	SDMA usage in microseconds
`cu_occupancy`	Compute Unit usage in percents

Exceptions that can be thrown by amdsmi_get_gpu_compute_process_info function:

AmdSmiLibraryException
AmdSmiRetryException

Example:

try:
    procs = amdsmi_get_gpu_compute_process_info()
    for proc in procs:
        print(proc)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_compute_process_info_by_pid

Description: Get process information about processes currently using GPU

Input parameters:

pid The process ID for which process information is being requested

Output: Dict containing a process information

Field	Description
`process_id`	Process ID
`pasid`	PASID
`vram_usage`	VRAM usage
`sdma_usage`	SDMA usage in microseconds
`cu_occupancy`	Compute Unit usage in percents

Exceptions that can be thrown by amdsmi_get_gpu_compute_process_info_by_pid function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    pid = 0 # << valid pid here
    proc = amdsmi_get_gpu_compute_process_info_by_pid(pid)
    print(proc)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_compute_process_gpus

Description: Get the device indices currently being used by a process

Input parameters:

pid The process id of the process for which the number of gpus currently being used is requested

Output: List of indices of devices currently being used by the process

Exceptions that can be thrown by amdsmi_get_gpu_compute_process_gpus function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    pid = 0 # << valid pid here
    indices = amdsmi_get_gpu_compute_process_gpus(pid)
    print(indices)
except AmdSmiException as e:
    print(e)

amdsmi_gpu_xgmi_error_status

Description: Retrieve the XGMI error status for a device. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device

Output: XGMI error status for a requested device

Exceptions that can be thrown by amdsmi_gpu_xgmi_error_status function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            status = amdsmi_gpu_xgmi_error_status(device)
            print(status)
except AmdSmiException as e:
    print(e)

amdsmi_reset_gpu_xgmi_error

Description: Reset the XGMI error status for a device. It is not supported on virtual machine guest

Input parameters:

processor_handle handle for the given device

Output: None

Exceptions that can be thrown by amdsmi_reset_gpu_xgmi_error function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_reset_gpu_xgmi_error(device)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_vendor_name

Description: Returns the device vendor name

Input parameters:

processor_handle device which to query

Output: device vendor name

Exceptions that can be thrown by amdsmi_get_gpu_vendor_name function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            vendor_name = amdsmi_get_gpu_vendor_name(device)
            print(vendor_name)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_id

Description: Get the device id associated with the device with provided device handler

Input parameters:

processor_handle device which to query

Output: device id

Exceptions that can be thrown by amdsmi_get_gpu_id function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            dev_id = amdsmi_get_gpu_id(device)
            print(dev_id)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_vram_vendor

Description: Get the vram vendor string of a gpu device.

Input parameters:

processor_handle device which to query

Output: vram vendor

Exceptions that can be thrown by amdsmi_get_gpu_vram_vendor function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            vram_vendor = amdsmi_get_gpu_vram_vendor(device)
            print(vram_vendor)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_subsystem_id

Description: Get the subsystem device id associated with the device with provided device handle.

Input parameters:

processor_handle device which to query

Output: subsystem device id

Exceptions that can be thrown by amdsmi_get_gpu_subsystem_id function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            id = amdsmi_get_gpu_subsystem_id(device)
            print(id)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_subsystem_name

Description: Get the name string for the device subsytem

Input parameters:

processor_handle device which to query

Output: device subsytem

Exceptions that can be thrown by amdsmi_get_gpu_subsystem_name function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            subsystem_nam = amdsmi_get_gpu_subsystem_name(device)
            print(subsystem_nam)
except AmdSmiException as e:
    print(e)

amdsmi_get_lib_version

Description: Get the build version information for the currently running build of AMDSMI.

Output: amdsmi build version

Exceptions that can be thrown by amdsmi_get_lib_version function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            version = amdsmi_get_lib_version()
            print(version)
except AmdSmiException as e:
    print(e)

amdsmi_topo_get_numa_node_number

Description: Retrieve the NUMA CPU node number for a device

Input parameters:

processor_handle device which to query

Output: node number of NUMA CPU for the device

Exceptions that can be thrown by amdsmi_topo_get_numa_node_number function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            node_number = amdsmi_topo_get_numa_node_number()
            print(node_number)
except AmdSmiException as e:
    print(e)

amdsmi_topo_get_link_weight

Description: Retrieve the weight for a connection between 2 GPUs.

Input parameters:

processor_handle_src the source device handle
processor_handle_dest the destination device handle

Output: the weight for a connection between 2 GPUs

Exceptions that can be thrown by amdsmi_topo_get_link_weight function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        processor_handle_src = devices[0]
        processor_handle_dest = devices[1]
        weight = amdsmi_topo_get_link_weight(processor_handle_src, processor_handle_dest)
        print(weight)
except AmdSmiException as e:
    print(e)

amdsmi_get_minmax_bandwidth_between_processors

Description: Retreive minimal and maximal io link bandwidth between 2 GPUs.

Input parameters:

processor_handle_src the source device handle
processor_handle_dest the destination device handle

Output: Dictionary with fields:

Field	Description
`min_bandwidth`	minimal bandwidth for the connection
`max_bandwidth`	maximal bandwidth for the connection

Exceptions that can be thrown by amdsmi_get_minmax_bandwidth_between_processors function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        processor_handle_src = devices[0]
        processor_handle_dest = devices[1]
        bandwidth =  amdsmi_get_minmax_bandwidth_between_processors(processor_handle_src, processor_handle_dest)
        print(bandwidth['min_bandwidth'])
        print(bandwidth['max_bandwidth'])
except AmdSmiException as e:
    print(e)

amdsmi_topo_get_link_type

Description: Retrieve the hops and the connection type between 2 GPUs

Input parameters:

processor_handle_src the source device handle
processor_handle_dest the destination device handle

Output: Dictionary with fields:

Field	Description
`hops`	number of hops
`type`	the connection type

Exceptions that can be thrown by amdsmi_topo_get_link_type function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        processor_handle_src = devices[0]
        processor_handle_dest = devices[1]
        link_type = amdsmi_topo_get_link_type(processor_handle_src, processor_handle_dest)
        print(link_type['hops'])
        print(link_type['type'])
except AmdSmiException as e:
    print(e)

amdsmi_is_P2P_accessible

Description: Return P2P availability status between 2 GPUs

Input parameters:

processor_handle_src the source device handle
processor_handle_dest the destination device handle

Output: P2P availability status between 2 GPUs

Exceptions that can be thrown by amdsmi_is_P2P_accessible function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        processor_handle_src = devices[0]
        processor_handle_dest = devices[1]
        accessible = amdsmi_is_P2P_accessible(processor_handle_src, processor_handle_dest)
        print(accessible)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_compute_partition

Description: Get the compute partition from the given GPU

Input parameters:

processor_handle the device handle

Output: String of the partition type

Exceptions that can be thrown by amdsmi_get_gpu_compute_partition function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            compute_partition_type = amdsmi_get_gpu_compute_partition(device)
            print(compute_partition_type)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_compute_partition

Description: Set the compute partition to the given GPU

Input parameters:

processor_handle the device handle
compute_partition the type of compute_partition to set

Output: String of the partition type

Exceptions that can be thrown by amdsmi_set_gpu_compute_partition function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    compute_partition = AmdSmiComputePartitionType.SPX
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_set_gpu_compute_partition(device, compute_partition)
except AmdSmiException as e:
    print(e)

amdsmi_reset_gpu_compute_partition

Description: Reset the compute partitioning on the given GPU

Input parameters:

processor_handle the device handle

Output: String of the partition type

Exceptions that can be thrown by amdsmi_reset_gpu_compute_partition function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_reset_gpu_compute_partition(device)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_memory_partition

Description: Get the memory partition from the given GPU

Input parameters:

processor_handle the device handle

Output: String of the partition type

Exceptions that can be thrown by amdsmi_get_gpu_memory_partition function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            memory_partition_type = amdsmi_get_gpu_memory_partition(device)
            print(memory_partition_type)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_memory_partition

Description: Set the memory partition to the given GPU

Input parameters:

processor_handle the device handle
memory_partition the type of memory_partition to set

Output: String of the partition type

Exceptions that can be thrown by amdsmi_set_gpu_memory_partition function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    memory_partition = AmdSmiMemoryPartitionType.NPS1
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_set_gpu_memory_partition(device, memory_partition)
except AmdSmiException as e:
    print(e)

amdsmi_reset_gpu_memory_partition

Description: Reset the memory partitioning on the given GPU

Input parameters:

processor_handle the device handle

Output: String of the partition type

Exceptions that can be thrown by amdsmi_reset_gpu_memory_partition function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            amdsmi_reset_gpu_memory_partition(device)
except AmdSmiException as e:
    print(e)

amdsmi_get_xgmi_info

Description: Returns XGMI information for the GPU.

Input parameters:

processor_handle device handle

Output: Dictionary with fields:

Field	Description
`xgmi_lanes`	xgmi lanes
`xgmi_hive_id`	xgmi hive id
`xgmi_node_id`	xgmi node id
`index`	index

Exceptions that can be thrown by amdsmi_get_xgmi_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on machine")
    else:
        for device in devices:
            xgmi_info = amdsmi_get_xgmi_info(device)
            print(xgmi_info['xgmi_lanes'])
            print(xgmi_info['xgmi_hive_id'])
            print(xgmi_info['xgmi_node_id'])
            print(xgmi_info['index'])
except AmdSmiException as e:
    print(e)

GPU Metrics APIs

amdsmi_get_gpu_metrics_temp_hotspot

Description: Get the hotspot temperature in degrees Celsius

Input parameters:

processor_handle device which to query

Output: hotspot temperature in degrees Celsius

Exceptions that can be thrown by amdsmi_get_gpu_metrics_temp_hotspot function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            hotspot_temp = amdsmi_get_gpu_metrics_temp_hotspot(device)
            print(hotspot_temp)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_temp_mem

Description: Get the memory temperature in degrees Celsius

Input parameters:

processor_handle device which to query

Output: memory temperature in degrees Celsius

Exceptions that can be thrown by amdsmi_get_gpu_metrics_temp_mem function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            mem_temp = amdsmi_get_gpu_metrics_temp_mem(device)
            print(mem_temp)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_temp_vrsoc

Description: Get the VRSOC temperature in degrees Celsius

Input parameters:

processor_handle device which to query

Output: VRSOC temperature in degrees Celsius

Exceptions that can be thrown by amdsmi_get_gpu_metrics_temp_vrsoc function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            vrsoc_temp = amdsmi_get_gpu_metrics_temp_vrsoc(device)
            print(vrsoc_temp)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_curr_socket_power

Description: Get the current socket power in Watts

Input parameters:

processor_handle device which to query

Output: current socket power in Watts

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_socket_power function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_socket_power = amdsmi_get_gpu_metrics_curr_socket_power(device)
            print(curr_socket_power)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_avg_gfx_activity

Description: Get the average GFX activity in percent

Input parameters:

processor_handle device which to query

Output: average GFX activity in percent

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_gfx_activity function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_gfx_activity = amdsmi_get_gpu_metrics_avg_gfx_activity(device)
            print(avg_gfx_activity)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_avg_umc_activity

Description: Get the average UMC activity in percent

Input parameters:

processor_handle device which to query

Output: average UMC activity in percent

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_umc_activity function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_umc_activity = amdsmi_get_gpu_metrics_avg_umc_activity(device)
            print(avg_umc_activity)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_avg_energy_acc

Description: Get the average energy accumulator in millijoules (check unit)

Input parameters:

processor_handle device which to query

Output: average energy accumulator in millijoules (check unit)

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_energy_acc function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_energy_acc = amdsmi_get_gpu_metrics_avg_energy_acc(device)
            print(avg_energy_acc)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_system_clock_counter

Description: Get the system clock counter

Input parameters:

processor_handle device which to query

Output: system clock counter

Exceptions that can be thrown by amdsmi_get_gpu_metrics_system_clock_counter function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
             system_clock_counter = amdsmi_get_gpu_metrics_system_clock_counter(device)
             print(system_clock_counter)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_firmware_timestamp

Description: Get the firmware timestamp

Input parameters:

processor_handle device which to query

Output: firmware timestamp

Exceptions that can be thrown by amdsmi_get_gpu_metrics_firmware_timestamp function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:

            firmware_timestamp = amdsmi_get_gpu_metrics_firmware_timestamp(device)
            print(firmware_timestamp)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_throttle_status

Description: Get the throttle status

Input parameters:

processor_handle device which to query

Output: True if throttled, False if it's not throttled

Exceptions that can be thrown by amdsmi_get_gpu_metrics_throttle_status function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            throttle_status = amdsmi_get_gpu_metrics_throttle_status(device)
            print(throttle_status)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_pcie_link_width

Description: Get the pcie link width

Input parameters:

processor_handle device which to query

Output: pcie link width

Exceptions that can be thrown by amdsmi_get_gpu_metrics_pcie_link_width function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            pcie_link_width = amdsmi_get_gpu_metrics_pcie_link_width(device)
            print(pcie_link_width)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_pcie_link_speed

Description: Get the pcie link speed

Input parameters:

processor_handle device which to query

Output: pcie link speed

Exceptions that can be thrown by amdsmi_get_gpu_metrics_pcie_link_speed function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            pcie_link_speed = amdsmi_get_gpu_metrics_pcie_link_speed(device)
            print(pcie_link_speed)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_xgmi_link_width

Description: Get the xgmi link width

Input parameters:

processor_handle device which to query

Output: xgmi link width

Exceptions that can be thrown by amdsmi_get_gpu_metrics_xgmi_link_width function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            xgmi_link_width = amdsmi_get_gpu_metrics_xgmi_link_width(device)
            print(xgmi_link_width)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_xgmi_link_speed

Description: Get the xgmi link speed

Input parameters:

processor_handle device which to query

Output: xgmi link speed

Exceptions that can be thrown by amdsmi_get_gpu_metrics_xgmi_link_speed function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            xgmi_link_speed = amdsmi_get_gpu_metrics_xgmi_link_speed(device)
            print(xgmi_link_speed)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_gfxclk_lock_status

Description: Get the lock status of the gfx clock

Input parameters:

processor_handle device which to query

Output: True if gfx clock is locked, False if it's not locked, raise if not supported

Exceptions that can be thrown by amdsmi_get_gpu_metrics_gfxclk_lock_status function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            lock_status = amdsmi_get_gpu_metrics_gfxclk_lock_status(device)
            print(lock_status)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_gfx_activity_acc

Description: Get accumulated gfx activity

Input parameters:

processor_handle device which to query

Output: accumulated gfx activity

Exceptions that can be thrown by amdsmi_get_gpu_metrics_gfx_activity_acc function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            gfx_activity_acc = amdsmi_get_gpu_metrics_gfx_activity_acc(device)
            print(gfx_activity_acc)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_mem_activity_acc

Description: Get accumulated memory activity

Input parameters:

processor_handle device which to query

Output: accumulated mem activity

Exceptions that can be thrown by amdsmi_get_gpu_metrics_mem_activity_acc function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            mem_activity_acc = amdsmi_get_gpu_metrics_mem_activity_acc(device)
            print(mem_activity_acc)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_pcie_bandwidth_acc

Description: Get accumulated pcie bandwidth activity

Input parameters:

processor_handle device which to query

Output: accumulated pcie bandwidth activity

Exceptions that can be thrown by amdsmi_get_gpu_metrics_pcie_bandwidth_acc function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            pcie_bandwidth_acc = amdsmi_get_gpu_metrics_pcie_bandwidth_acc(device)
            print(pcie_bandwidth_acc)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_pcie_bandwidth_inst

Description: Get instantaneous pcie bandwidth activity

Input parameters:

processor_handle device which to query

Output: instantaneous pcie bandwidth activity

Exceptions that can be thrown by amdsmi_get_gpu_metrics_pcie_bandwidth_inst function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            pcie_bandwidth_inst = amdsmi_get_gpu_metrics_pcie_bandwidth_inst(device)
            print(pcie_bandwidth_inst)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_pcie_l0_recov_count

Description: Get count of pcie l0 recovery count errors

Input parameters:

processor_handle device which to query

Output: number of l0 recovery count errors

Exceptions that can be thrown by amdsmi_get_gpu_metrics_pcie_l0_recov_count function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            pcie_l0_recov_count = amdsmi_get_gpu_metrics_pcie_l0_recov_count(device)
            print(pcie_l0_recov_count)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_pcie_replay_count_acc

Description: Get accumulated pcie replay counts

Input parameters:

processor_handle device which to query

Output: accumulated pcie replay counts

Exceptions that can be thrown by amdsmi_get_gpu_metrics_pcie_replay_count_acc function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            pcie_replay_count_acc = amdsmi_get_gpu_metrics_pcie_replay_count_acc(device)
            print(pcie_replay_count_acc)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_pcie_replay_rover_count_acc

Description: Get accumulated pcie replay rollover counts

Input parameters:

processor_handle device which to query

Output: accumulated pcie replay rollover counts

Exceptions that can be thrown by amdsmi_get_gpu_metrics_pcie_replay_rover_count_acc function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            pcie_replay_rover_count_acc = amdsmi_get_gpu_metrics_pcie_replay_rover_count_acc(device)
            print(pcie_replay_rover_count_acc)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_curr_uclk

Description: Get the current u clock frequency

Input parameters:

processor_handle device which to query

Output: Current u clock frequency

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_uclk function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_uclk = amdsmi_get_gpu_metrics_curr_uclk(device)
            print(curr_uclk)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_temp_hbm

Description: Get the HBM temperatures in degrees Celsius

Input parameters:

processor_handle device which to query

Output: list of HBM temperatures in degrees Celsius

Exceptions that can be thrown by amdsmi_get_gpu_metrics_temp_hbm function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            hbm_temp = amdsmi_get_gpu_metrics_temp_hbm(device)
            print(hbm_temp)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_vcn_activity

Description: Get the activity for each vcn encoding engine

Input parameters:

processor_handle device which to query

Output: list of vcn activities

Exceptions that can be thrown by amdsmi_get_gpu_metrics_vcn_activity function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            vcn_activity = amdsmi_get_gpu_metrics_vcn_activity(device)
            print(vcn_activity)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_xgmi_read_data

Description: Get the accumulated read xgmi data for each xgmi link

Input parameters:

processor_handle device which to query

Output: list of accumulated read xgmi data

Exceptions that can be thrown by amdsmi_get_gpu_metrics_xgmi_read_data function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            xgmi_read_data = amdsmi_get_gpu_metrics_xgmi_read_data(device)
            print(xgmi_read_data)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_xgmi_write_data

Description: Get the accumulated written xgmi data for each xgmi link

Input parameters:

processor_handle device which to query

Output: list of accumulated written xgmi data

Exceptions that can be thrown by amdsmi_get_gpu_metrics_xgmi_write_data function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            xgmi_write_data = amdsmi_get_gpu_metrics_xgmi_write_data(device)
            print(xgmi_write_data)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_curr_gfxclk

Description: Get the current gfx clock frequency

Input parameters:

processor_handle device which to query

Output: Current gfx clock frequency

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_gfxclk function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_gfxclk = amdsmi_get_gpu_metrics_curr_gfxclk(device)
            print(curr_gfxclk)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_curr_socclk

Description: Get the current soc clock frequency

Input parameters:

processor_handle device which to query

Output: Current soc clock frequency

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_socclk function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_socclk = amdsmi_get_gpu_metrics_curr_socclk(device)
            print(curr_socclk)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_curr_vclk0

Description: Get the current v0 clock frequency

Input parameters:

processor_handle device which to query

Output: Current v0 clock frequency

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_vclk0 function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_vclk0 = amdsmi_get_gpu_metrics_curr_vclk0(device)
            print(curr_vclk0)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_curr_dclk0

Description: Get the current d0 clock frequency

Input parameters:

processor_handle device which to query

Output: Current d0 clock frequency

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_dclk0 function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_dclk0 = amdsmi_get_gpu_metrics_curr_dclk0(device)
            print(curr_dclk0)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_temp_edge

Description: Get the edge temperature in degrees Celsius

Input parameters:

processor_handle device which to query

Output: edge temperature in degrees Celsius

Exceptions that can be thrown by amdsmi_get_gpu_metrics_temp_edge function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            edge_temp = amdsmi_get_gpu_metrics_temp_edge(device)
            print(edge_temp)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_temp_vr_gfx

Description: Get the VR GFX temperature in degrees Celsius

Input parameters:

processor_handle device which to query

Output: VR GFX temperature in degrees Celsius

Exceptions that can be thrown by amdsmi_get_gpu_metrics_temp_vr_gfx function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            vr_gfx_temp = amdsmi_get_gpu_metrics_temp_vr_gfx(device)
            print(vr_gfx_temp)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_temp_vr_mem

Description: Get the VR MEM temperature in degrees Celsius

Input parameters:

processor_handle device which to query

Output: VR MEM temperature in degrees Celsius

Exceptions that can be thrown by amdsmi_get_gpu_metrics_temp_vr_mem function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            vr_mem_temp = amdsmi_get_gpu_metrics_temp_vr_mem(device)
            print(vr_mem_temp)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_avg_mm_activity

Description: Get the average MM activity in percent

Input parameters:

processor_handle device which to query

Output: average MM activity in percent

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_mm_activity function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_mm_activity = amdsmi_get_gpu_metrics_avg_mm_activity(device)
            print(avg_mm_activity)
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_metrics_curr_vclk1

Description: Get the current v1 clock frequency

Input parameters:

processor_handle device which to query

Output: Current v1 clock frequency

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_vclk1 function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_vclk1 = amdsmi_get_gpu_metrics_curr_vclk1(device)
            print(curr_vclk1)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_curr_dclk1

Description: Get the current d1 clock frequency

Input parameters:

processor_handle device which to query

Output: Current d1 clock frequency

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_dclk1 function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_dclk1 = amdsmi_get_gpu_metrics_curr_dclk1(device)
            print(curr_dclk1)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_indep_throttle_status

Description: Get the independent throttle status

Input parameters:

processor_handle device which to query

Output: True if throttled, False if it's not throttled

Exceptions that can be thrown by amdsmi_get_gpu_metrics_indep_throttle_status function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            throttle_status = amdsmi_get_gpu_metrics_indep_throttle_status(device)
            print(throttle_status)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_avg_socket_power

Description: Get the average socket power in Watts

Input parameters:

processor_handle device which to query

Output: average socket power in Watts

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_socket_power function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_socket_power = amdsmi_get_gpu_metrics_avg_socket_power(device)
            print(avg_socket_power)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_curr_fan_speed

Description: Get the current fan speed in percent

Input parameters:

processor_handle device which to query

Output: current fan speed in percent

Exceptions that can be thrown by amdsmi_get_gpu_metrics_curr_fan_speed function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            curr_fan_speed = amdsmi_get_gpu_metrics_curr_fan_speed(device)
            print(curr_fan_speed)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_avg_gfx_clock_frequency

Description: Get the average gfx clock frequency in MHz

Input parameters:

processor_handle device which to query

Output: average gfx clock frequency in MHz

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_gfx_clock_frequency function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_gfx_clock_frequency = amdsmi_get_gpu_metrics_avg_gfx_clock_frequency(device)
            print(avg_gfx_clock_frequency)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_avg_soc_clock_frequency

Description: Get the average soc clock frequency in MHz

Input parameters:

processor_handle device which to query

Output: average soc clock frequency in MHz

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_soc_clock_frequency function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_soc_clock_frequency = amdsmi_get_gpu_metrics_avg_soc_clock_frequency(device)
            print(avg_soc_clock_frequency)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_avg_uclock_frequency

Description: Get the average u clock frequency in MHz

Input parameters:

processor_handle device which to query

Output: average u clock frequency in MHz

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_uclock_frequency function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_uclock_frequency = amdsmi_get_gpu_metrics_avg_uclock_frequency(device)
            print(avg_uclock_frequency)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_avg_vclock0_frequency

Description: Get the average v0 clock frequency in MHz

Input parameters:

processor_handle device which to query

Output: average v0 clock frequency in MHz

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_vclock0_frequency function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_vclock0_frequency = amdsmi_get_gpu_metrics_avg_vclock0_frequency(device)
            print(avg_vclock0_frequency)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_avg_dclock0_frequency

Description: Get the average d0 clock frequency in MHz

Input parameters:

processor_handle device which to query

Output: average d0 clock frequency in MHz

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_dclock0_frequency function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_dclock0_frequency = amdsmi_get_gpu_metrics_avg_dclock0_frequency(device)
            print(avg_dclock0_frequency)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_avg_vclock1_frequency

Description: Get the average v1 clock frequency in MHz

Input parameters:

processor_handle device which to query

Output: average v1 clock frequency in MHz

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_vclock1_frequency function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_vclock1_frequency = amdsmi_get_gpu_metrics_avg_vclock1_frequency(device)
            print(avg_vclock1_frequency)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_avg_dclock1_frequency

Description: Get the average d1 clock frequency in MHz

Input parameters:

processor_handle device which to query

Output: average d1 clock frequency in MHz

Exceptions that can be thrown by amdsmi_get_gpu_metrics_avg_dclock1_frequency function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            avg_dclock1_frequency = amdsmi_get_gpu_metrics_avg_dclock1_frequency(device)
            print(avg_dclock1_frequency)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_volt_soc

Description: Get the soc voltage in millivolts

Input parameters:

processor_handle device which to query

Output: soc voltage in millivolts

Exceptions that can be thrown by amdsmi_get_gpu_metrics_volt_soc function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            volt_soc = amdsmi_get_gpu_metrics_volt_soc(device)
            print(volt_soc)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_volt_gfx

Description: Get the gfx voltage in millivolts

Input parameters:

processor_handle device which to query

Output: gfx voltage in millivolts

Exceptions that can be thrown by amdsmi_get_gpu_metrics_volt_gfx function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            volt_gfx = amdsmi_get_gpu_metrics_volt_gfx(device)
            print(volt_gfx)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_volt_mem

Description: Get the mem voltage in millivolts

Input parameters:

processor_handle device which to query

Output: mem voltage in millivolts

Exceptions that can be thrown by amdsmi_get_gpu_metrics_volt_mem function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            volt_mem = amdsmi_get_gpu_metrics_volt_mem(device)
            print(volt_mem)
except AmdSmiException as e:
     print(e)

amdsmi_get_gpu_metrics_header_info

Description: Get the gpu metrics structure header info

Input parameters:

processor_handle device which to query

Output: dictionary of gpu metrics header information

Exceptions that can be thrown by amdsmi_get_gpu_metrics_header_info function:

AmdSmiLibraryException
AmdSmiRetryException
AmdSmiParameterException

Example:

try:
    devices = amdsmi_get_processor_handles()
    if len(devices) == 0:
        print("No GPUs on the machine")
    else:
        for device in devices:
            header_info = amdsmi_get_gpu_metrics_header_info(device)
            print(header_info)
except AmdSmiException as e:
     print(e)

CPU APIs

amdsmi_get_cpusocket_handles

Note: CURRENTLY HARDCODED TO RETURN DUMMY DATA Description: Returns list of cpusocket handle objects on current machine

Input parameters: None

Output: List of cpusocket handle objects

Exceptions that can be thrown by amdsmi_get_cpusocket_handles function:

AmdSmiLibraryException

Example:

try:
    sockets = amdsmi_get_cpusocket_handles()
    print('Socket numbers: {}'.format(len(sockets)))
except AmdSmiException as e:
    print(e)

amdsmi_get_cpusocket_info

Note: CURRENTLY HARDCODED TO RETURN EMPTY VALUES Description: Return cpu socket index

Input parameters: socket_handle cpu socket handle

Output: Socket index

Exceptions that can be thrown by amdsmi_get_cpusocket_info function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            print(amdsmi_get_cpusocket_info(socket))
except AmdSmiException as e:
    print(e)

amdsmi_get_cpucore_handles

Description: Returns list of CPU core handle objects on current machine

Input parameters: None

Output: List of CPU core handle objects

Exceptions that can be thrown by amdsmi_get_cpucore_handles function:

AmdSmiLibraryException

Example:

try:
    core_handles = amdsmi_get_cpucore_handles()
    if len(core_handles) == 0:
        print("No CPU cores on machine")
    else:
        for core in core_handles:
            print(amdsmi_get_cpucore_info(core))
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_hsmp_proto_ver

Description: Get the hsmp protocol version.

Output: amdsmi hsmp protocol version

Exceptions that can be thrown by amdsmi_get_cpu_hsmp_proto_ver function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            version = amdsmi_get_cpu_hsmp_proto_ver(socket)
            print(version)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_smu_fw_version

Description: Get the SMU Firmware version.

Output: amdsmi SMU Firmware version

Exceptions that can be thrown by amdsmi_get_cpu_smu_fw_version function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            version = amdsmi_get_cpu_smu_fw_version(socket)
            print(version['debug'])
            print(version['minor'])
            print(version['major'])
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_prochot_status

Description: Get the CPU's prochot status.

Output: amdsmi cpu prochot status

Exceptions that can be thrown by amdsmi_get_cpu_prochot_status function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            prochot = amdsmi_get_cpu_prochot_status(socket)
            print(prochot)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_fclk_mclk

Description: Get the Data fabric clock and Memory clock in MHz.

Output: amdsmi data fabric clock and memory clock

Exceptions that can be thrown by amdsmi_get_cpu_fclk_mclk function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            clk = amdsmi_get_cpu_fclk_mclk(socket)
            for fclk, mclk in clk.items():
                print(fclk)
                print(mclk)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_cclk_limit

Description: Get the core clock in MHz.

Output: amdsmi core clock

Exceptions that can be thrown by amdsmi_get_cpu_cclk_limit function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            cclk_limit = amdsmi_get_cpu_cclk_limit(socket)
            print(cclk_limit)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_socket_current_active_freq_limit

Description: Get current active frequency limit of the socket.

Output: amdsmi frequency value in MHz and frequency source name

Exceptions that can be thrown by amdsmi_get_cpu_socket_current_active_freq_limit function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            freq_limit = amdsmi_get_cpu_socket_current_active_freq_limit(socket)
            for freq, src in freq_limit.items():
                print(freq)
                print(src)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_socket_freq_range

Description: Get socket frequency range

Output: amdsmi maximum frequency and minimum frequency

Exceptions that can be thrown by amdsmi_get_cpu_socket_freq_range function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            freq_range = amdsmi_get_cpu_socket_freq_range(socket)
            for fmax, fmin in freq_range.items():
                print(fmax)
                print(fmin)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_core_current_freq_limit

Description: Get socket frequency limit of the core

Output: amdsmi frequency

Exceptions that can be thrown by amdsmi_get_cpu_core_current_freq_limit function:

AmdSmiLibraryException

Example:

try:
    core_handles = amdsmi_get_cpucore_handles()
    if len(core_handles) == 0:
        print("No CPU cores on machine")
    else:
        for core in core_handles:
            freq_limit = amdsmi_get_cpu_core_current_freq_limit(core)
            print(freq_limit)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_socket_power

Description: Get the socket power.

Output: amdsmi socket power

Exceptions that can be thrown by amdsmi_get_cpu_socket_power function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            sock_power = amdsmi_get_cpu_socket_power(socket)
            print(sock_power)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_socket_power_cap

Description: Get the socket power cap.

Output: amdsmi socket power cap

Exceptions that can be thrown by amdsmi_get_cpu_socket_power_cap function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            sock_power = amdsmi_get_cpu_socket_power_cap(socket)
            print(sock_power)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_socket_power_cap_max

Description: Get the socket power cap max.

Output: amdsmi socket power cap max

Exceptions that can be thrown by amdsmi_get_cpu_socket_power_cap_max function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            sock_power = amdsmi_get_cpu_socket_power_cap_max(socket)
            print(sock_power)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_pwr_svi_telemetry_all_rails

Description: Get the SVI based power telemetry for all rails.

Output: amdsmi svi based power value

Exceptions that can be thrown by amdsmi_get_cpu_pwr_svi_telemetry_all_rails function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            power = amdsmi_get_cpu_pwr_svi_telemetry_all_rails(socket)
            print(power)
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_socket_power_cap

Description: Set the power cap value for a given socket.

Input: socket index, amdsmi socket power cap value

Exceptions that can be thrown by amdsmi_set_cpu_socket_power_cap function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            power = amdsmi_set_cpu_socket_power_cap(socket, 0, 1000)
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_pwr_efficiency_mode

Description: Set the power efficiency profile policy.

Input: socket index, mode(0, 1, or 2)

Exceptions that can be thrown by amdsmi_set_cpu_pwr_efficiency_mode function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            policy = amdsmi_set_cpu_pwr_efficiency_mode(socket, 0, 0)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_core_boostlimit

Description: Get boost limit of the cpu core

Output: amdsmi frequency

Exceptions that can be thrown by amdsmi_get_cpu_core_boostlimit function:

AmdSmiLibraryException

Example:

try:
    core_handles = amdsmi_get_cpucore_handles()
    if len(core_handles) == 0:
        print("No CPU cores on machine")
    else:
        for core in core_handles:
            boost_limit = amdsmi_get_cpu_core_boostlimit(core)
            print(boost_limit)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_socket_c0_residency

Description: Get the cpu socket C0 residency.

Output: amdsmi C0 residency value

Exceptions that can be thrown by amdsmi_get_cpu_socket_c0_residency function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            c0_residency = amdsmi_get_cpu_socket_c0_residency(socket)
            print(c0_residency)
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_core_boostlimit

Description: Set the cpu core boost limit.

Output: amdsmi boostlimit value

Exceptions that can be thrown by amdsmi_set_cpu_core_boostlimit function:

AmdSmiLibraryException

Example:

try:
    core_handles = amdsmi_get_cpucore_handles()
    if len(core_handles) == 0:
        print("No CPU cores on machine")
    else:
        for core in core_handles:
            boost_limit = amdsmi_set_cpu_core_boostlimit(core, 1000)
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_socket_boostlimit

Description: Set the cpu socket boost limit.

Input: amdsmi boostlimit value

Exceptions that can be thrown by amdsmi_set_cpu_socket_boostlimit function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            boost_limit = amdsmi_set_cpu_socket_boostlimit(socket, 1000)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_ddr_bw

Description: Get the CPU DDR Bandwidth.

Output: amdsmi ddr bandwidth data

Exceptions that can be thrown by amdsmi_get_cpu_ddr_bw function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            ddr_bw = amdsmi_get_cpu_ddr_bw(socket)
            print(ddr_bw['max_bw'])
            print(ddr_bw['utilized_bw'])
            print(ddr_bw['utilized_pct'])
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_socket_temperature

Description: Get the socket temperature.

Output: amdsmi temperature value

Exceptions that can be thrown by amdsmi_get_cpu_socket_temperature function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            ptmon = amdsmi_get_cpu_socket_temperature(socket)
            print(ptmon)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_dimm_temp_range_and_refresh_rate

Description: Get DIMM temperature range and refresh rate.

Output: amdsmi dimm metric data

Exceptions that can be thrown by amdsmi_get_cpu_dimm_temp_range_and_refresh_rate function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            dimm = amdsmi_get_cpu_dimm_temp_range_and_refresh_rate(socket)
            print(dimm['range'])
            print(dimm['ref_rate'])
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_dimm_power_consumption

Description: amdsmi_get_cpu_dimm_power_consumption.

Output: amdsmi dimm power consumption value

Exceptions that can be thrown by amdsmi_get_cpu_dimm_power_consumption function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            dimm = amdsmi_get_cpu_dimm_power_consumption(socket)
            print(dimm['power'])
            print(dimm['update_rate'])
            print(dimm['dimm_addr'])
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_dimm_thermal_sensor

Description: Get DIMM thermal sensor value.

Output: amdsmi dimm temperature data

Exceptions that can be thrown by amdsmi_get_cpu_dimm_thermal_sensor function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            dimm = amdsmi_get_cpu_dimm_thermal_sensor(socket)
            print(dimm['sensor'])
            print(dimm['update_rate'])
            print(dimm['dimm_addr'])
            print(dimm['temp'])
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_xgmi_width

Description: Set xgmi width.

Input: amdsmi xgmi width

Exceptions that can be thrown by amdsmi_set_cpu_xgmi_width function:

AmdSmiLibraryException

Example:

try:
    socket_handles = amdsmi_get_cpusocket_handles()
    if len(socket_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            xgmi_width = amdsmi_set_cpu_xgmi_width(socket, 0, 100)
except AmdSmiException as e:
    print(e)

Project details

Release history Release notifications | RSS feed

6.2.2.post0

Oct 16, 2024

6.2.1

Sep 27, 2024

6.2.0

Sep 27, 2024

6.1.2

Sep 27, 2024

6.1.1

Sep 27, 2024

6.1.0

Sep 27, 2024

6.0.2

Sep 27, 2024

This version

6.0.0

Sep 27, 2024

5.7.0

Sep 27, 2024

5.6.1

Sep 27, 2024

5.5.1

Sep 27, 2024

5.5.0

Sep 27, 2024

0.1

Sep 26, 2024

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amdsmi 6.0.0

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Project description

AMD SMI Python Library

Requirements

Overview

Folder structure

Usage

Exceptions

API

amdsmi_init

amdsmi_shut_down

amdsmi_get_processor_type

amdsmi_get_processor_handles

amdsmi_get_socket_handles

amdsmi_get_socket_info

amdsmi_get_processor_handle_from_bdf

amdsmi_get_gpu_device_bdf

amdsmi_get_gpu_device_uuid

amdsmi_get_gpu_driver_info

amdsmi_get_gpu_asic_info

amdsmi_get_power_cap_info

amdsmi_get_gpu_vram_info

amdsmi_get_gpu_cache_info

amdsmi_get_gpu_vbios_info

amdsmi_get_fw_info

amdsmi_get_gpu_activity

amdsmi_get_power_info

amdsmi_get_gpu_vram_usage

amdsmi_get_clock_info

amdsmi_get_pcie_link_status

amdsmi_get_pcie_link_caps

amdsmi_get_gpu_bad_page_info

amdsmi_get_gpu_process_list

amdsmi_get_gpu_process_info

amdsmi_get_gpu_total_ecc_count

amdsmi_get_gpu_board_info

amdsmi_get_gpu_ras_feature_info

amdsmi_get_gpu_ras_block_features_enabled

AmdSmiEventReader class

Constructor

read

stop

amdsmi_set_gpu_pci_bandwidth

amdsmi_set_power_cap

amdsmi_set_gpu_power_profile

amdsmi_set_gpu_clk_range

amdsmi_get_gpu_bdf_id

amdsmi_get_gpu_pci_bandwidth

amdsmi_get_gpu_pci_throughput

amdsmi_get_gpu_pci_replay_counter

amdsmi_get_gpu_topo_numa_affinity

amdsmi_get_energy_count

amdsmi_get_gpu_memory_total

amdsmi_set_gpu_od_clk_info

amdsmi_get_gpu_memory_usage

amdsmi_set_gpu_od_volt_info

amdsmi_get_gpu_fan_rpms

amdsmi_get_gpu_fan_speed

amdsmi_get_gpu_fan_speed_max

amdsmi_is_gpu_power_management_enabled

amdsmi_get_temp_metric

amdsmi_get_gpu_volt_metric

amdsmi_get_utilization_count

amdsmi_get_gpu_perf_level

amdsmi_set_gpu_perf_determinism_mode

amdsmi_get_gpu_overdrive_level

amdsmi_get_clk_freq

amdsmi_get_gpu_od_volt_info

amdsmi_get_gpu_metrics_info

amdsmi_get_gpu_od_volt_curve_regions

amdsmi_get_gpu_power_profile_presets

amdsmi_gpu_counter_group_supported

amdsmi_gpu_create_counter

amdsmi_gpu_destroy_counter