amdsmi 6.2.4

AMDSMI Python LIB - AMD GPU Monitoring Library

This is an unofficial distribution of the official Python wrapper for amdsmi. See https://github.com/ml-energy/amdsmi for distribution scripts and source code.

AMD -- Please contact Parth Raut ([e-mail]) and Jae-Won Chung ([e-mail]) 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 with AmdSmiInitFlags

Input parameters: AmdSmiInitFlags

Output: None

Exceptions that can be thrown by amdsmi_init function:

• AmdSmiLibraryException

Initialize GPUs only example:

try:
    # by default we initalize with AmdSmiInitFlags.INIT_AMD_GPUS
    ret = amdsmi_init()
    # continue with amdsmi
except AmdSmiException as e:
    print("Init GPUs failed")
    print(e)

Initialize CPUs only example:

try:
    ret = amdsmi_init(AmdSmiInitFlags.INIT_AMD_CPUS)
    # continue with amdsmi
except AmdSmiException as e:
    print("Init CPUs failed")
    print(e)

Initialize both GPUs and CPUs example:

try:
    ret = amdsmi_init(AmdSmiInitFlags.INIT_AMD_APUS)
    # continue with amdsmi
except AmdSmiException as e:
    print("Init both GPUs & CPUs 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
oam_id	oam 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['oam_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	Units
power_cap	power capability	uW
dpm_cap	dynamic power management capability	MHz
default_power_cap	default power capability	uW
min_power_cap	min power capability	uW
max_power_cap	max power capability	uW

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	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'])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_cache_info

Description: Returns a list of dictionaries containing cache information for the given GPU.

Input parameters:

• processor_handle device which to query

Output: List of Dictionaries containing cache information following the schema below: Schema:

{
    cache_properties:
        {
            "type" : "array",
            "items" : {"type" : "string"}
        },
    cache_size: {"type" : "number"},
    cache_level: {"type" : "number"},
    max_num_cu_shared: {"type" : "number"},
    num_cache_instance: {"type" : "number"}
}

Field	Description
cache_properties	list of up to 4 cache property type strings. Ex. data ("DATA_CACHE"), instruction ("INST_CACHE"), CPU ("CPU_CACHE"), or SIMD ("SIMD_CACHE").
cache_size	size of cache in KB
cache_level	level of cache
max_num_cu_shared	max number of compute units shared
num_cache_instance	number of cache instances

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_values['cache_properties'])
                print(cache_values['cache_size'])
                print(cache_values['cache_level'])
                print(cache_values['max_num_cu_shared'])
                print(cache_values['num_cache_instance'])
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 of activites to their respective usage percentage or 'N/A' if not supported

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
current_socket_power	current socket power
average_socket_power	average socket power
gfx_voltage	voltage gfx
soc_voltage	voltage soc
mem_voltage	voltage mem
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['current_socket_power'])
            print(power_measure['average_socket_power'])
            print(power_measure['gfx_voltage'])
            print(power_measure['soc_voltage'])
            print(power_measure['mem_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
clk	Current clock for given clock type
min_clk	Minimum clock for given clock type
max_clk	Maximum clock for given clock type
clk_locked	flag only supported on GFX clock domain
clk_deep_sleep	clock deep sleep mode flag

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['clk'])
            print(clock_measure['min_clk'])
            print(clock_measure['max_clk'])
            print(clock_measure['clk_locked'])
            print(clock_measure['clk_deep_sleep'])
except AmdSmiException as e:
    print(e)

amdsmi_get_pcie_info

Description: Returns the pcie metric and static information for the given GPU. It is not supported on virtual machine guest

Input parameters:

• processor_handle device which to query

Output: Dictionary with 2 fields pcie_static and pcie_metric

Fields	Description
pcie_static	Subfield Description max_pcie_width Maximum number of pcie lanes available max_pcie_speed Maximum capable pcie speed in GT/s pcie_interface_version PCIe generation ie. 3,4,5... slot_type The type of form factor of the slot: OAM, PCIE, CEM, or Unknown
pcie_metric	Subfield Description pcie_width Current number of pcie lanes available pcie_speed Current pcie speed capable in GT/s pcie_bandwidth Current instantaneous bandwidth usage in Mb/s pcie_replay_count Total number of PCIe replays (NAKs) pcie_l0_to_recovery_count PCIE L0 to recovery state transition accumulated count pcie_replay_roll_over_count PCIe Replay accumulated count pcie_nak_sent_count PCIe NAK sent accumulated count pcie_nak_received_count PCIe NAK received accumulated count

Exceptions that can be thrown by amdsmi_get_pcie_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:
            pcie_info = amdsmi_get_pcie_info(device)
            print(pcie_info["pcie_static"])
            print(pcie_info["pcie_metric"])
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; can be an empty list

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 bad_page_info: # Can be empty list
                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_memory_reserved_pages

Description: Returns reserved memory 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 reserved memory page found; can be an empty list

Field	Description
value	Value of memory reserved page
page_address	Address of memory reserved page
page_size	Size of memory reserved page
status	Status of memory reserved page

Exceptions that can be thrown by amdsmi_get_gpu_memory_reserved_pages 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:
            reserved_memory_page_info = amdsmi_get_gpu_memory_reserved_pages(device)
            if not reserved_memory_page_info: # Can be empty list
                print("No memory reserved pages found")
                continue
            for reserved_memory_page in reserved_memory_page_info:
                print(reserved_memory_page["value"])
                print(reserved_memory_page["page_address"])
                print(reserved_memory_page["page_size"])
                print(reserved_memory_page["status"])
except AmdSmiException as e:
    print(e)

amdsmi_get_gpu_process_list

Description: Returns the list of processes running on the target GPU; Requires root level access to display root process names; otherwise will return "N/A"

Input parameters:

• processor_handle device which to query

Output: List of Dictionaries with the corresponding fields; empty list if no running process are detected

Field	Description
name	Name of process. If user does not have permission this will be "N/A"
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_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)
            if len(processes) == 0:
                print("No processes running on this GPU")
            else:
                for process in processes:
                    print(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
deferred_count	Deferred 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
product_name	Product name
manufacturer_name	Manufacturer 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["product_name"])
    print(board_info["manufacturer_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
RING_HANG	ring hang event

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:
            vram_memory_total = amdsmi_get_gpu_memory_total(device, amdsmi_interface.AmdSmiMemoryType.VRAM)
            print(vram_memory_total)
            vis_vram_memory_total = amdsmi_get_gpu_memory_total(device, amdsmi_interface.AmdSmiMemoryType.VIS_VRAM)
            print(vis_vram_memory_total)
            gtt_memory_total = amdsmi_get_gpu_memory_total(device, amdsmi_interface.AmdSmiMemoryType.GTT)
            print(gtt_memory_total)
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:
            vram_memory_usage = amdsmi_get_gpu_memory_usage(device, amdsmi_interface.AmdSmiMemoryType.VRAM)
            print(vram_memory_usage)
            vis_vram_memory_usage = amdsmi_get_gpu_memory_usage(device, amdsmi_interface.AmdSmiMemoryType.VIS_VRAM)
            print(vis_vram_memory_usage)
            gtt_memory_usage = amdsmi_get_gpu_memory_usage(device, amdsmi_interface.AmdSmiMemoryType.GTT)
            print(gtt_memory_usage)
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_process_isolation

Description: Get the status of the Process Isolation

Input parameters:

• processor_handle handle for the given device

Output: integer corresponding to isolation_status; 0 - disabled, 1 - enabled

Exceptions that can be thrown by amdsmi_get_gpu_process_isolation 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:
            isolate = amdsmi_get_gpu_process_isolation(device)
            print("Process Isolation Status: ", isolate)
except AmdSmiException as e:
    print(e)

amdsmi_set_gpu_process_isolation

Description: Enable/disable the system Process Isolation for the given device handle.

Input parameters:

• processor_handle handle for the given device
• pisolate the process isolation status to set. 0 is the process isolation disabled, and 1 is the process isolation enabled.

Output: None

Exceptions that can be thrown by amdsmi_set_gpu_process_isolation 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_process_isolation(device, 1)
except AmdSmiException as e:
    print(e)

amdsmi_clean_gpu_local_data

Description: Clear the SRAM data of the given device. This can be called between user logins to prevent information leak.

Input parameters:

• processor_handle handle for the given device

Output: None

Exceptions that can be thrown by amdsmi_clean_gpu_local_data 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_clean_gpu_local_data(device)
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. If the num_regions is 0 then the voltage curve is not supported. 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	List of voltage curve points
num_regions	The number of voltage curve regions

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	Unit
temperature_edge	Edge temperature value	Celsius (C)
temperature_hotspot	Hotspot (aka junction) temperature value	Celsius (C)
temperature_mem	Memory temperature value	Celsius (C)
temperature_vrgfx	vrgfx temperature value	Celsius (C)
temperature_vrsoc	vrsoc temperature value	Celsius (C)
temperature_vrmem	vrmem temperature value	Celsius (C)
average_gfx_activity	Average gfx activity	%
average_umc_activity	Average umc (Universal Memory Controller) activity	%
average_mm_activity	Average mm (multimedia) engine activity	%
average_socket_power	Average socket power	W
energy_accumulator	Energy accumulated with a 15.3 uJ resolution over 1ns	uJ
system_clock_counter	System clock counter	ns
average_gfxclk_frequency	Average gfx clock frequency	MHz
average_socclk_frequency	Average soc clock frequency	MHz
average_uclk_frequency	Average uclk frequency	MHz
average_vclk0_frequency	Average vclk0 frequency	MHz
average_dclk0_frequency	Average dclk0 frequency	MHz
average_vclk1_frequency	Average vclk1 frequency	MHz
average_dclk1_frequency	Average dclk1 frequency	MHz
current_gfxclk	Current gfx clock	MHz
current_socclk	Current soc clock	MHz
current_uclk	Current uclk	MHz
current_vclk0	Current vclk0	MHz
current_dclk0	Current dclk0	MHz
current_vclk1	Current vclk1	MHz
current_dclk1	Current dclk1	MHz
throttle_status	Current throttle status	bool
current_fan_speed	Current fan speed	RPM
pcie_link_width	PCIe link width (number of lanes)	lanes
pcie_link_speed	PCIe link speed in 0.1 GT/s (Giga Transfers per second)	GT/s
padding	padding
gfx_activity_acc	gfx activity accumulated	%
mem_activity_acc	Memory activity accumulated	%
temperature_hbm	list of hbm temperatures	Celsius (C)
firmware_timestamp	timestamp from PMFW (10ns resolution)	ns
voltage_soc	soc voltage	mV
voltage_gfx	gfx voltage	mV
voltage_mem	mem voltage	mV
indep_throttle_status	ASIC independent throttle status (see drivers/gpu/drm/amd/pm/swsmu/inc/amdgpu_smu.h for bit flags)
current_socket_power	Current socket power (also known as instant socket power)	W
vcn_activity	List of VCN encode/decode engine utilization per AID	%
gfxclk_lock_status	Clock lock status. Bits 0:7 correspond to each gfx clock engine instance. Bits 0:5 for APU/AID devices
xgmi_link_width	XGMI bus width	lanes
xgmi_link_speed	XGMI bitrate	GB/s
pcie_bandwidth_acc	PCIe accumulated bandwidth	GB/s
pcie_bandwidth_inst	PCIe instantaneous bandwidth	GB/s
pcie_l0_to_recov_count_acc	PCIe L0 to recovery state transition accumulated count
pcie_replay_count_acc	PCIe replay accumulated count
pcie_replay_rover_count_acc	PCIe replay rollover accumulated count
xgmi_read_data_acc	XGMI accumulated read data transfer size (KiloBytes)	KB
xgmi_write_data_acc	XGMI accumulated write data transfer size (KiloBytes)	KB
current_gfxclks	List of current gfx clock frequencies	MHz
current_socclks	List of current soc clock frequencies	MHz
current_vclk0s	List of current v0 clock frequencies	MHz
current_dclk0s	List of current d0 clock frequencies	MHz
pcie_nak_sent_count_acc	PCIe NAC sent count accumulated
pcie_nak_rcvd_count_acc	PCIe NAC received count accumulated
jpeg_activity	List of JPEG engine activity	%

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_get_soc_pstate

Description: Get dpm policy information.

Input parameters:

• processor_handle handle for the given device
• policy_id the policy id to set.

Output: Dictionary with fields

Field	Description
num_supported	total number of supported policies
current_id	current policy id
policies	list of dictionaries containing possible policies

Exceptions that can be thrown by amdsmi_get_soc_pstate 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:
            dpm_policies = amdsmi_get_soc_pstate(device)
            print(dpm_policies)
except AmdSmiException as e:
    print(e)

amdsmi_set_soc_pstate

Description: Set the dpm policy to corresponding policy_id. Typically following: 0(default),1,2,3

Input parameters:

• processor_handle handle for the given device
• policy_id the policy id to set.

Output: None

Exceptions that can be thrown by amdsmi_set_soc_pstate 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_soc_pstate(device, 0)
except AmdSmiException as e:
    print(e)

amdsmi_set_xgmi_plpd

Description: Set the xgmi per-link power down policy parameter for the processor

Input parameters:

• processor_handle handle for the given device
• policy_id the xgmi plpd id to set.

Output: None

Exceptions that can be thrown by amdsmi_set_xgmi_plpd 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_xgmi_plpd(device, 0)
except AmdSmiException as e:
    print(e)

amdsmi_get_xgmi_plpd

Description: Get the xgmi per-link power down policy parameter for the processor

Input parameters:

• processor_handle handle for the given device

Output: Dict containing information about xgmi per-link power down policy

Field	Description
num_supported	The number of supported policies
current_id	The current policy index
plpds	List of policies.

Exceptions that can be thrown by amdsmi_get_xgmi_plpd 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_plpd =  amdsmi_get_xgmi_plpd(device)
            print(xgmi_plpd)
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
deferred_count	Count of deferred 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:
    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)

CPU APIs

amdsmi_get_processor_info

Note: CURRENTLY HARDCODED TO RETURN EMPTY VALUES

Description: Return processor name

Input parameters: processor_handle processor handle

Output: Processor name

Exceptions that can be thrown by amdsmi_get_processor_info function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_processor_handles()
    if len(processor_handles) == 0:
        print("No processors on machine")
    else:
        for processor in processor_handles:
            print(amdsmi_get_processor_info(processor))
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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            version = amdsmi_get_cpu_hsmp_proto_ver(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            version = amdsmi_get_cpu_smu_fw_version(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            prochot = amdsmi_get_cpu_prochot_status(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            clk = amdsmi_get_cpu_fclk_mclk(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            cclk_limit = amdsmi_get_cpu_cclk_limit(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            freq_limit = amdsmi_get_cpu_socket_current_active_freq_limit(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            freq_range = amdsmi_get_cpu_socket_freq_range(processor)
            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:
    processor_handles = amdsmi_get_cpucore_handles()
    if len(processor_handles) == 0:
        print("No CPU cores on machine")
    else:
        for processor in processor_handles:
            freq_limit = amdsmi_get_cpu_core_current_freq_limit(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            sock_power = amdsmi_get_cpu_socket_power(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            sock_power = amdsmi_get_cpu_socket_power_cap(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            sock_power = amdsmi_get_cpu_socket_power_cap_max(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            power = amdsmi_get_cpu_pwr_svi_telemetry_all_rails(processor)
            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: amdsmi socket power cap value

Exceptions that can be thrown by amdsmi_set_cpu_socket_power_cap function:

• AmdSmiLibraryException

Example:

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

amdsmi_set_cpu_pwr_efficiency_mode

Description: Set the power efficiency profile policy.

Input: mode(0, 1, or 2)

Exceptions that can be thrown by amdsmi_set_cpu_pwr_efficiency_mode function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            policy = amdsmi_set_cpu_pwr_efficiency_mode(processor, 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:
    processor_handles = amdsmi_get_cpucore_handles()
    if len(processor_handles) == 0:
        print("No CPU cores on machine")
    else:
        for processor in processor_handles:
            boost_limit = amdsmi_get_cpu_core_boostlimit(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            c0_residency = amdsmi_get_cpu_socket_c0_residency(processor)
            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:
    processor_handles = amdsmi_get_cpucore_handles()
    if len(processor_handles) == 0:
        print("No CPU cores on machine")
    else:
        for processor in processor_handles:
            boost_limit = amdsmi_set_cpu_core_boostlimit(processor, 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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            boost_limit = amdsmi_set_cpu_socket_boostlimit(processor, 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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            ddr_bw = amdsmi_get_cpu_ddr_bw(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            ptmon = amdsmi_get_cpu_socket_temperature(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            dimm = amdsmi_get_cpu_dimm_temp_range_and_refresh_rate(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            dimm = amdsmi_get_cpu_dimm_power_consumption(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            dimm = amdsmi_get_cpu_dimm_thermal_sensor(processor)
            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:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            xgmi_width = amdsmi_set_cpu_xgmi_width(processor, 0, 100)
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_gmi3_link_width_range

Description: Set gmi3 link width range.

Input: minimum & maximum link width to be set.

Exceptions that can be thrown by amdsmi_set_cpu_gmi3_link_width_range function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            gmi_link_width = amdsmi_set_cpu_gmi3_link_width_range(processor, 0, 100)
except AmdSmiException as e:
    print(e)

amdsmi_cpu_apb_enable

Description: Enable APB.

Input: amdsmi processor handle

Exceptions that can be thrown by amdsmi_cpu_apb_enable function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            apb_enable = amdsmi_cpu_apb_enable(processor)
except AmdSmiException as e:
    print(e)

amdsmi_cpu_apb_disable

Description: Disable APB.

Input: pstate value

Exceptions that can be thrown by amdsmi_cpu_apb_disable function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            apb_disable = amdsmi_cpu_apb_disable(processor, 0)
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_socket_lclk_dpm_level

Description: Set NBIO lclk dpm level value.

Input: nbio id, min value, max value

Exceptions that can be thrown by amdsmi_set_cpu_socket_lclk_dpm_level function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for socket in socket_handles:
            nbio = amdsmi_set_cpu_socket_lclk_dpm_level(socket, 0, 0, 2)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_socket_lclk_dpm_level

Description: Get NBIO LCLK dpm level.

Output: nbio id

Exceptions that can be thrown by amdsmi_get_cpu_socket_lclk_dpm_level function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            nbio = amdsmi_get_cpu_socket_lclk_dpm_level(processor)
            print(nbio['max_dpm_level'])
            print(nbio['max_dpm_level'])
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_pcie_link_rate

Description: Set pcie link rate.

Input: rate control value

Exceptions that can be thrown by amdsmi_set_cpu_pcie_link_rate function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            link_rate = amdsmi_set_cpu_pcie_link_rate(processor, 0, 0)
except AmdSmiException as e:
    print(e)

amdsmi_set_cpu_df_pstate_range

Description: Set df pstate range.

Input: max pstate, min pstate

Exceptions that can be thrown by amdsmi_set_cpu_df_pstate_range function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            pstate_range = amdsmi_set_cpu_df_pstate_range(processor, 0, 2)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_current_io_bandwidth

Description: Get current input output bandwidth.

Output: link id and bw type to which io bandwidth to be obtained

Exceptions that can be thrown by amdsmi_get_cpu_current_io_bandwidth function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            io_bw = amdsmi_get_cpu_current_io_bandwidth(processor)
            print(io_bw)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_current_xgmi_bw

Description: Get current xgmi bandwidth.

Output: amdsmi link id and bw type to which xgmi bandwidth to be obtained

Exceptions that can be thrown by amdsmi_get_cpu_current_xgmi_bw function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            xgmi_bw = amdsmi_get_cpu_current_xgmi_bw(processor)
            print(xgmi_bw)
except AmdSmiException as e:
    print(e)

amdsmi_get_hsmp_metrics_table_version

Description: Get HSMP metrics table version.

Output: amdsmi HSMP metrics table version

Exceptions that can be thrown by amdsmi_get_hsmp_metrics_table_version function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            met_ver = amdsmi_get_hsmp_metrics_table_version(processor)
            print(met_ver)
except AmdSmiException as e:
    print(e)

amdsmi_get_hsmp_metrics_table

Description: Get HSMP metrics table

Output: HSMP metric table data

Exceptions that can be thrown by amdsmi_get_hsmp_metrics_table function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            mtbl = amdsmi_get_hsmp_metrics_table(processor)
            print(mtbl['accumulation_counter'])
            print(mtbl['max_socket_temperature'])
            print(mtbl['max_vr_temperature'])
            print(mtbl['max_hbm_temperature'])
            print(mtbl['socket_power_limit'])
            print(mtbl['max_socket_power_limit'])
            print(mtbl['socket_power'])
except AmdSmiException as e:
    print(e)

amdsmi_first_online_core_on_cpu_socket

Description: Get first online core on cpu socket.

Output: first online core on cpu socket

Exceptions that can be thrown by amdsmi_first_online_core_on_cpu_socket function:

• AmdSmiLibraryException

Example:

try:
    processor_handles = amdsmi_get_cpusocket_handles()
    if len(processor_handles) == 0:
        print("No CPU sockets on machine")
    else:
        for processor in processor_handles:
            pcore_ind = amdsmi_first_online_core_on_cpu_socket(processor)
            print(pcore_ind)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_family

Description: Get cpu family.

Output: cpu family

Exceptions that can be thrown by amdsmi_get_cpu_family function:

• AmdSmiLibraryException

Example:

try:
     cpu_family = amdsmi_get_cpu_family()
     print(cpu_family)
except AmdSmiException as e:
    print(e)

amdsmi_get_cpu_model

Description: Get cpu model.

Output: cpu model

Exceptions that can be thrown by amdsmi_get_cpu_model function:

• AmdSmiLibraryException

Example:

try:
     cpu_model = amdsmi_get_cpu_model()
     print(cpu_model)
except AmdSmiException as e:
    print(e)