AI/rocm-systems
2
0
Derivar 0
Código Questões Pedidos de integração Operações Pacotes Planeamentos Lançamentos Wiki Trabalho
Ficheiros
d7302d6c1c1bcde05f1c1958febf95a495c44bd8
rocm-systems/projects/amdsmi/py-interface/amdsmi_interface.py
T
Mario Limonciello 73778bf83c Adjust policy for memory display on APUs (#1967) 
* Read the ids_flags when fetching GPU info

The ids_flags contains the flags that can help identify if a GPU
is a dGPU or an APU.

* Show correct memory pool for APUs

The kernel policy for APUs will be to choose the bigger pool of
memory (GTT or VRAM) for KFD work.  Adjust the policy for the monitor
and default commands to show the right memory pool when using an APU.
2025-12-09 21:49:06 -06:00

5931 linhas
235 KiB
Python
Em bruto Responsabilidade Histórico

# Copyright (C) Advanced Micro Devices. All rights reserved.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy of
# this software and associated documentation files (the "Software"), to deal in
# the Software without restriction, including without limitation the rights to
# use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
# the Software, and to permit persons to whom the Software is furnished to do so,
# subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
# FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
# COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
# IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
import ctypes
import math
import os
import re
import sys
from collections.abc import Iterable
from ctypes import POINTER, c_void_p
from enum import IntEnum, Enum
from pathlib import Path
from time import asctime, localtime, time
from typing import Any, Dict, List, Tuple, Union
from . import amdsmi_wrapper
from .amdsmi_exception import *
### Non Library Specific Constants ###
class MaxUIntegerTypes(IntEnum):
UINT8_T = 0xFF
UINT16_T = 0xFFFF
UINT32_T = 0xFFFFFFFF
UINT64_T = 0xFFFFFFFFFFFFFFFF
NO_OF_32BITS = (sys.getsizeof(ctypes.c_uint32) * 8)
NO_OF_64BITS = (sys.getsizeof(ctypes.c_uint64) * 8)
KILO = math.pow(10, 3)
socket_handle_t = c_void_p
processor_handle_t = c_void_p
###############################
MAX_NUM_PROCESSES = 1024
# gpu metrics macros defined in amdsmi.h
AMDSMI_NUM_HBM_INSTANCES = 4
AMDSMI_MAX_NUM_VCN = 4
AMDSMI_MAX_NUM_CLKS = 4
AMDSMI_MAX_NUM_XGMI_LINKS = 8
AMDSMI_MAX_NUM_GFX_CLKS = 8
AMDSMI_MAX_AID = 4
AMDSMI_MAX_ENGINES = 8
AMDSMI_MAX_NUM_JPEG = 32
AMDSMI_MAX_NUM_XCC = 8
AMDSMI_MAX_NUM_XCP = 8
# max num afids per cper record
MAX_NUMBER_OF_AFIDS_PER_RECORD = 12
# Max number of DPM policies
AMDSMI_MAX_NUM_PM_POLICIES = 32
# Max supported frequencies
AMDSMI_MAX_NUM_FREQUENCIES = 33
# Max Fan speed
AMDSMI_MAX_FAN_SPEED = 255
# Max Votlage Curve Points
AMDSMI_NUM_VOLTAGE_CURVE_POINTS = 3
# Max size definitions
AMDSMI_MAX_MM_IP_COUNT = 8
AMDSMI_MAX_STRING_LENGTH = 256
AMDSMI_MAX_DEVICES = 32
AMDSMI_MAX_CONTAINER_TYPE = 2
AMDSMI_MAX_CACHE_TYPES = 10
AMDSMI_MAX_NUM_XGMI_PHYSICAL_LINK = 64
AMDSMI_GPU_UUID_SIZE = 38
_AMDSMI_STRING_LENGTH = 80
class AmdSmiStatus(IntEnum):
SUCCESS = amdsmi_wrapper.AMDSMI_STATUS_SUCCESS
INVAL = amdsmi_wrapper.AMDSMI_STATUS_INVAL
NOT_SUPPORTED = amdsmi_wrapper.AMDSMI_STATUS_NOT_SUPPORTED
NOT_YET_IMPLEMENTED = amdsmi_wrapper.AMDSMI_STATUS_NOT_YET_IMPLEMENTED
FAIL_LOAD_MODULE = amdsmi_wrapper.AMDSMI_STATUS_FAIL_LOAD_MODULE
FAIL_LOAD_SYMBOL = amdsmi_wrapper.AMDSMI_STATUS_FAIL_LOAD_SYMBOL
DRM_ERROR = amdsmi_wrapper.AMDSMI_STATUS_DRM_ERROR
API_FAILED = amdsmi_wrapper.AMDSMI_STATUS_API_FAILED
TIMEOUT = amdsmi_wrapper.AMDSMI_STATUS_TIMEOUT
RETRY = amdsmi_wrapper.AMDSMI_STATUS_RETRY
NO_PERM = amdsmi_wrapper.AMDSMI_STATUS_NO_PERM
INTERRUPT = amdsmi_wrapper.AMDSMI_STATUS_INTERRUPT
IO = amdsmi_wrapper.AMDSMI_STATUS_IO
ADDRESS_FAULT = amdsmi_wrapper.AMDSMI_STATUS_ADDRESS_FAULT
FILE_ERROR = amdsmi_wrapper.AMDSMI_STATUS_FILE_ERROR
OUT_OF_RESOURCES = amdsmi_wrapper.AMDSMI_STATUS_OUT_OF_RESOURCES
INTERNAL_EXCEPTION = amdsmi_wrapper.AMDSMI_STATUS_INTERNAL_EXCEPTION
INPUT_OUT_OF_BOUNDS = amdsmi_wrapper.AMDSMI_STATUS_INPUT_OUT_OF_BOUNDS
INIT_ERROR = amdsmi_wrapper.AMDSMI_STATUS_INIT_ERROR
REFCOUNT_OVERFLOW = amdsmi_wrapper.AMDSMI_STATUS_REFCOUNT_OVERFLOW
DIRECTORY_NOT_FOUND = amdsmi_wrapper.AMDSMI_STATUS_DIRECTORY_NOT_FOUND
BUSY = amdsmi_wrapper.AMDSMI_STATUS_BUSY
NOT_FOUND = amdsmi_wrapper.AMDSMI_STATUS_NOT_FOUND
NOT_INIT = amdsmi_wrapper.AMDSMI_STATUS_NOT_INIT
NO_SLOT = amdsmi_wrapper.AMDSMI_STATUS_NO_SLOT
DRIVER_NOT_LOADED = amdsmi_wrapper.AMDSMI_STATUS_DRIVER_NOT_LOADED
MORE_DATA = amdsmi_wrapper.AMDSMI_STATUS_MORE_DATA
NO_DATA = amdsmi_wrapper.AMDSMI_STATUS_NO_DATA
INSUFFICIENT_SIZE = amdsmi_wrapper.AMDSMI_STATUS_INSUFFICIENT_SIZE
UNEXPECTED_SIZE = amdsmi_wrapper.AMDSMI_STATUS_UNEXPECTED_SIZE
UNEXPECTED_DATA = amdsmi_wrapper.AMDSMI_STATUS_UNEXPECTED_DATA
NON_AMD_CPU = amdsmi_wrapper.AMDSMI_STATUS_NON_AMD_CPU
NO_ENERGY_DRV = amdsmi_wrapper.AMDSMI_STATUS_NO_ENERGY_DRV
NO_MSR_DRV = amdsmi_wrapper.AMDSMI_STATUS_NO_MSR_DRV
NO_HSMP_DRV = amdsmi_wrapper.AMDSMI_STATUS_NO_HSMP_DRV
NO_HSMP_SUP = amdsmi_wrapper.AMDSMI_STATUS_NO_HSMP_SUP
NO_HSMP_MSG_SUP = amdsmi_wrapper.AMDSMI_STATUS_NO_HSMP_MSG_SUP
HSMP_TIMEOUT = amdsmi_wrapper.AMDSMI_STATUS_HSMP_TIMEOUT
NO_DRV = amdsmi_wrapper.AMDSMI_STATUS_NO_DRV
FILE_NOT_FOUND = amdsmi_wrapper.AMDSMI_STATUS_FILE_NOT_FOUND
ARG_PTR_NULL = amdsmi_wrapper.AMDSMI_STATUS_ARG_PTR_NULL
AMDGPU_RESTART_ERR = amdsmi_wrapper.AMDSMI_STATUS_AMDGPU_RESTART_ERR
SETTING_UNAVAILABLE = amdsmi_wrapper.AMDSMI_STATUS_SETTING_UNAVAILABLE
CORRUPTED_EEPROM = amdsmi_wrapper.AMDSMI_STATUS_CORRUPTED_EEPROM
MAP_ERROR = amdsmi_wrapper.AMDSMI_STATUS_MAP_ERROR
UNKNOWN_ERROR = amdsmi_wrapper.AMDSMI_STATUS_UNKNOWN_ERROR
class AmdSmiInitFlags(IntEnum):
INIT_ALL_PROCESSORS = amdsmi_wrapper.AMDSMI_INIT_ALL_PROCESSORS
INIT_AMD_CPUS = amdsmi_wrapper.AMDSMI_INIT_AMD_CPUS
INIT_AMD_GPUS = amdsmi_wrapper.AMDSMI_INIT_AMD_GPUS
INIT_AMD_APUS = amdsmi_wrapper.AMDSMI_INIT_AMD_APUS
INIT_NON_AMD_CPUS = amdsmi_wrapper.AMDSMI_INIT_NON_AMD_CPUS
INIT_NON_AMD_GPUS = amdsmi_wrapper.AMDSMI_INIT_NON_AMD_GPUS
class AmdSmiContainerTypes(IntEnum):
LXC = amdsmi_wrapper.AMDSMI_CONTAINER_LXC
DOCKER = amdsmi_wrapper.AMDSMI_CONTAINER_DOCKER
class AmdSmiDeviceType(IntEnum):
UNKNOWN_DEVICE = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_UNKNOWN
AMD_GPU_DEVICE = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_AMD_GPU
AMD_CPU_DEVICE = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_AMD_CPU
NON_AMD_GPU_DEVICE = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_NON_AMD_GPU
NON_AMD_CPU_DEVICE = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_NON_AMD_CPU
class AmdSmiMmIp(IntEnum):
UVD = amdsmi_wrapper.AMDSMI_MM_UVD
VCE = amdsmi_wrapper.AMDSMI_MM_VCE
VCN = amdsmi_wrapper.AMDSMI_MM_VCN
class AmdSmiFwBlock(IntEnum):
AMDSMI_FW_ID_SMU = amdsmi_wrapper.AMDSMI_FW_ID_SMU
AMDSMI_FW_ID_CP_CE = amdsmi_wrapper.AMDSMI_FW_ID_CP_CE
AMDSMI_FW_ID_CP_PFP = amdsmi_wrapper.AMDSMI_FW_ID_CP_PFP
AMDSMI_FW_ID_CP_ME = amdsmi_wrapper.AMDSMI_FW_ID_CP_ME
AMDSMI_FW_ID_CP_MEC_JT1 = amdsmi_wrapper.AMDSMI_FW_ID_CP_MEC_JT1
AMDSMI_FW_ID_CP_MEC_JT2 = amdsmi_wrapper.AMDSMI_FW_ID_CP_MEC_JT2
AMDSMI_FW_ID_CP_MEC1 = amdsmi_wrapper.AMDSMI_FW_ID_CP_MEC1
AMDSMI_FW_ID_CP_MEC2 = amdsmi_wrapper.AMDSMI_FW_ID_CP_MEC2
AMDSMI_FW_ID_RLC = amdsmi_wrapper.AMDSMI_FW_ID_RLC
AMDSMI_FW_ID_SDMA0 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA0
AMDSMI_FW_ID_SDMA1 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA1
AMDSMI_FW_ID_SDMA2 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA2
AMDSMI_FW_ID_SDMA3 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA3
AMDSMI_FW_ID_SDMA4 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA4
AMDSMI_FW_ID_SDMA5 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA5
AMDSMI_FW_ID_SDMA6 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA6
AMDSMI_FW_ID_SDMA7 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA7
AMDSMI_FW_ID_VCN = amdsmi_wrapper.AMDSMI_FW_ID_VCN
AMDSMI_FW_ID_UVD = amdsmi_wrapper.AMDSMI_FW_ID_UVD
AMDSMI_FW_ID_VCE = amdsmi_wrapper.AMDSMI_FW_ID_VCE
AMDSMI_FW_ID_ISP = amdsmi_wrapper.AMDSMI_FW_ID_ISP
AMDSMI_FW_ID_DMCU_ERAM = amdsmi_wrapper.AMDSMI_FW_ID_DMCU_ERAM
AMDSMI_FW_ID_DMCU_ISR = amdsmi_wrapper.AMDSMI_FW_ID_DMCU_ISR
AMDSMI_FW_ID_RLC_RESTORE_LIST_GPM_MEM = amdsmi_wrapper.AMDSMI_FW_ID_RLC_RESTORE_LIST_GPM_MEM
AMDSMI_FW_ID_RLC_RESTORE_LIST_SRM_MEM = amdsmi_wrapper.AMDSMI_FW_ID_RLC_RESTORE_LIST_SRM_MEM
AMDSMI_FW_ID_RLC_RESTORE_LIST_CNTL = amdsmi_wrapper.AMDSMI_FW_ID_RLC_RESTORE_LIST_CNTL
AMDSMI_FW_ID_RLC_V = amdsmi_wrapper.AMDSMI_FW_ID_RLC_V
AMDSMI_FW_ID_MMSCH = amdsmi_wrapper.AMDSMI_FW_ID_MMSCH
AMDSMI_FW_ID_PSP_SYSDRV = amdsmi_wrapper.AMDSMI_FW_ID_PSP_SYSDRV
AMDSMI_FW_ID_PSP_SOSDRV = amdsmi_wrapper.AMDSMI_FW_ID_PSP_SOSDRV
AMDSMI_FW_ID_PSP_TOC = amdsmi_wrapper.AMDSMI_FW_ID_PSP_TOC
AMDSMI_FW_ID_PSP_KEYDB = amdsmi_wrapper.AMDSMI_FW_ID_PSP_KEYDB
AMDSMI_FW_ID_DFC = amdsmi_wrapper.AMDSMI_FW_ID_DFC
AMDSMI_FW_ID_PSP_SPL = amdsmi_wrapper.AMDSMI_FW_ID_PSP_SPL
AMDSMI_FW_ID_DRV_CAP = amdsmi_wrapper.AMDSMI_FW_ID_DRV_CAP
AMDSMI_FW_ID_MC = amdsmi_wrapper.AMDSMI_FW_ID_MC
AMDSMI_FW_ID_PSP_BL = amdsmi_wrapper.AMDSMI_FW_ID_PSP_BL
AMDSMI_FW_ID_CP_PM4 = amdsmi_wrapper.AMDSMI_FW_ID_CP_PM4
AMDSMI_FW_ID_RLC_P = amdsmi_wrapper.AMDSMI_FW_ID_RLC_P
AMDSMI_FW_ID_SEC_POLICY_STAGE2 = amdsmi_wrapper.AMDSMI_FW_ID_SEC_POLICY_STAGE2
AMDSMI_FW_ID_REG_ACCESS_WHITELIST = amdsmi_wrapper.AMDSMI_FW_ID_REG_ACCESS_WHITELIST
AMDSMI_FW_ID_IMU_DRAM = amdsmi_wrapper.AMDSMI_FW_ID_IMU_DRAM
AMDSMI_FW_ID_IMU_IRAM = amdsmi_wrapper.AMDSMI_FW_ID_IMU_IRAM
AMDSMI_FW_ID_SDMA_TH0 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA_TH0
AMDSMI_FW_ID_SDMA_TH1 = amdsmi_wrapper.AMDSMI_FW_ID_SDMA_TH1
AMDSMI_FW_ID_CP_MES = amdsmi_wrapper.AMDSMI_FW_ID_CP_MES
AMDSMI_FW_ID_MES_STACK = amdsmi_wrapper.AMDSMI_FW_ID_MES_STACK
AMDSMI_FW_ID_MES_THREAD1 = amdsmi_wrapper.AMDSMI_FW_ID_MES_THREAD1
AMDSMI_FW_ID_MES_THREAD1_STACK = amdsmi_wrapper.AMDSMI_FW_ID_MES_THREAD1_STACK
AMDSMI_FW_ID_RLX6 = amdsmi_wrapper.AMDSMI_FW_ID_RLX6
AMDSMI_FW_ID_RLX6_DRAM_BOOT = amdsmi_wrapper.AMDSMI_FW_ID_RLX6_DRAM_BOOT
AMDSMI_FW_ID_RS64_ME = amdsmi_wrapper.AMDSMI_FW_ID_RS64_ME
AMDSMI_FW_ID_RS64_ME_P0_DATA = amdsmi_wrapper.AMDSMI_FW_ID_RS64_ME_P0_DATA
AMDSMI_FW_ID_RS64_ME_P1_DATA = amdsmi_wrapper.AMDSMI_FW_ID_RS64_ME_P1_DATA
AMDSMI_FW_ID_RS64_PFP = amdsmi_wrapper.AMDSMI_FW_ID_RS64_PFP
AMDSMI_FW_ID_RS64_PFP_P0_DATA = amdsmi_wrapper.AMDSMI_FW_ID_RS64_PFP_P0_DATA
AMDSMI_FW_ID_RS64_PFP_P1_DATA = amdsmi_wrapper.AMDSMI_FW_ID_RS64_PFP_P1_DATA
AMDSMI_FW_ID_RS64_MEC = amdsmi_wrapper.AMDSMI_FW_ID_RS64_MEC
AMDSMI_FW_ID_RS64_MEC_P0_DATA = amdsmi_wrapper.AMDSMI_FW_ID_RS64_MEC_P0_DATA
AMDSMI_FW_ID_RS64_MEC_P1_DATA = amdsmi_wrapper.AMDSMI_FW_ID_RS64_MEC_P1_DATA
AMDSMI_FW_ID_RS64_MEC_P2_DATA = amdsmi_wrapper.AMDSMI_FW_ID_RS64_MEC_P2_DATA
AMDSMI_FW_ID_RS64_MEC_P3_DATA = amdsmi_wrapper.AMDSMI_FW_ID_RS64_MEC_P3_DATA
AMDSMI_FW_ID_PPTABLE = amdsmi_wrapper.AMDSMI_FW_ID_PPTABLE
AMDSMI_FW_ID_PSP_SOC = amdsmi_wrapper.AMDSMI_FW_ID_PSP_SOC
AMDSMI_FW_ID_PSP_DBG = amdsmi_wrapper.AMDSMI_FW_ID_PSP_DBG
AMDSMI_FW_ID_PSP_INTF = amdsmi_wrapper.AMDSMI_FW_ID_PSP_INTF
AMDSMI_FW_ID_RLX6_CORE1 = amdsmi_wrapper.AMDSMI_FW_ID_RLX6_CORE1
AMDSMI_FW_ID_RLX6_DRAM_BOOT_CORE1 = amdsmi_wrapper.AMDSMI_FW_ID_RLX6_DRAM_BOOT_CORE1
AMDSMI_FW_ID_RLCV_LX7 = amdsmi_wrapper.AMDSMI_FW_ID_RLCV_LX7
AMDSMI_FW_ID_RLC_SAVE_RESTORE_LIST = amdsmi_wrapper.AMDSMI_FW_ID_RLC_SAVE_RESTORE_LIST
AMDSMI_FW_ID_ASD = amdsmi_wrapper.AMDSMI_FW_ID_ASD
AMDSMI_FW_ID_TA_RAS = amdsmi_wrapper.AMDSMI_FW_ID_TA_RAS
AMDSMI_FW_ID_TA_XGMI = amdsmi_wrapper.AMDSMI_FW_ID_TA_XGMI
AMDSMI_FW_ID_RLC_SRLG = amdsmi_wrapper.AMDSMI_FW_ID_RLC_SRLG
AMDSMI_FW_ID_RLC_SRLS = amdsmi_wrapper.AMDSMI_FW_ID_RLC_SRLS
AMDSMI_FW_ID_PM = amdsmi_wrapper.AMDSMI_FW_ID_PM
AMDSMI_FW_ID_DMCU = amdsmi_wrapper.AMDSMI_FW_ID_DMCU
AMDSMI_FW_ID_PLDM_BUNDLE = amdsmi_wrapper.AMDSMI_FW_ID_PLDM_BUNDLE
class AmdSmiClkType(IntEnum):
SYS = amdsmi_wrapper.AMDSMI_CLK_TYPE_SYS
GFX = amdsmi_wrapper.AMDSMI_CLK_TYPE_GFX
DF = amdsmi_wrapper.AMDSMI_CLK_TYPE_DF
DCEF = amdsmi_wrapper.AMDSMI_CLK_TYPE_DCEF
SOC = amdsmi_wrapper.AMDSMI_CLK_TYPE_SOC
MEM = amdsmi_wrapper.AMDSMI_CLK_TYPE_MEM
PCIE = amdsmi_wrapper.AMDSMI_CLK_TYPE_PCIE
VCLK0 = amdsmi_wrapper.AMDSMI_CLK_TYPE_VCLK0
VCLK1 = amdsmi_wrapper.AMDSMI_CLK_TYPE_VCLK1
DCLK0 = amdsmi_wrapper.AMDSMI_CLK_TYPE_DCLK0
DCLK1 = amdsmi_wrapper.AMDSMI_CLK_TYPE_DCLK1
class AmdSmiClkLimitType(IntEnum):
MIN = amdsmi_wrapper.CLK_LIMIT_MIN
MAX = amdsmi_wrapper.CLK_LIMIT_MAX
class AmdSmiTemperatureType(IntEnum):
EDGE = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_EDGE
HOTSPOT = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_HOTSPOT
JUNCTION = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_JUNCTION
VRAM = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_VRAM
HBM_0 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_HBM_0
HBM_1 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_HBM_1
HBM_2 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_HBM_2
HBM_3 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_HBM_3
PLX = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_PLX
# GPU Board Node temperature
GPUBOARD_NODE_RETIMER_X = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_NODE_RETIMER_X # Retimer X temperature
GPUBOARD_NODE_OAM_X_IBC = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_NODE_OAM_X_IBC # OAM X IBC temperature
GPUBOARD_NODE_OAM_X_IBC_2 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_NODE_OAM_X_IBC_2 # OAM X IBC 2 temperature
GPUBOARD_NODE_OAM_X_VDD18_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_NODE_OAM_X_VDD18_VR # OAM X VDD 1.8V voltage regulator temperature
GPUBOARD_NODE_OAM_X_04_HBM_B_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_NODE_OAM_X_04_HBM_B_VR # OAM X 0.4V HBM B voltage regulator temperature
GPUBOARD_NODE_OAM_X_04_HBM_D_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_NODE_OAM_X_04_HBM_D_VR # OAM X 0.4V HBM D voltage regulator temperature
GPUBOARD_NODE_LAST = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_NODE_LAST
# GPU Board VR (Voltage Regulator) temperature
GPUBOARD_VDDCR_VDD0 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_VDD0 # VDDCR VDD0 voltage regulator temperature
GPUBOARD_VDDCR_VDD1 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_VDD1 # VDDCR VDD1 voltage regulator temperature
GPUBOARD_VDDCR_VDD2 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_VDD2 # VDDCR VDD2 voltage regulator temperature
GPUBOARD_VDDCR_VDD3 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_VDD3 # VDDCR VDD3 voltage regulator temperature
GPUBOARD_VDDCR_SOC_A = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_SOC_A # VDDCR SOC A voltage regulator temperature
GPUBOARD_VDDCR_SOC_C = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_SOC_C # VDDCR SOC C voltage regulator temperature
GPUBOARD_VDDCR_SOCIO_A = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_SOCIO_A # VDDCR SOCIO A voltage regulator temperature
GPUBOARD_VDDCR_SOCIO_C = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_SOCIO_C # VDDCR SOCIO C voltage regulator temperature
GPUBOARD_VDD_085_HBM = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDD_085_HBM # VDD 0.85V HBM voltage regulator temperature
GPUBOARD_VDDCR_11_HBM_B = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_11_HBM_B # VDDCR 1.1V HBM B voltage regulator temperature
GPUBOARD_VDDCR_11_HBM_D = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDCR_11_HBM_D # VDDCR 1.1V HBM D voltage regulator temperature
GPUBOARD_VDD_USR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDD_USR # VDD USR voltage regulator temperature
GPUBOARD_VDDIO_11_E32 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VDDIO_11_E32 # VDDIO 1.1V E32 voltage regulator temperature
GPUBOARD_VR_LAST = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_GPUBOARD_VR_LAST
# Baseboard System temperature
BASEBOARD_UBB_FPGA = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_FPGA # UBB FPGA temperature
BASEBOARD_UBB_FRONT = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_FRONT # UBB front temperature
BASEBOARD_UBB_BACK = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_BACK # UBB back temperature
BASEBOARD_UBB_OAM7 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_OAM7 # UBB OAM7 temperature
BASEBOARD_UBB_IBC = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_IBC # UBB IBC temperature
BASEBOARD_UBB_UFPGA = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_UFPGA # UBB UFPGA temperature
BASEBOARD_UBB_OAM1 = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_OAM1 # UBB OAM1 temperature
BASEBOARD_OAM_0_1_HSC = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_OAM_0_1_HSC # OAM 0-1 HSC temperature
BASEBOARD_OAM_2_3_HSC = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_OAM_2_3_HSC # OAM 2-3 HSC temperature
BASEBOARD_OAM_4_5_HSC = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_OAM_4_5_HSC # OAM 4-5 HSC temperature
BASEBOARD_OAM_6_7_HSC = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_OAM_6_7_HSC # OAM 6-7 HSC temperature
BASEBOARD_UBB_FPGA_0V72_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_FPGA_0V72_VR # UBB FPGA 0.72V voltage regulator temperature
BASEBOARD_UBB_FPGA_3V3_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_UBB_FPGA_3V3_VR # UBB FPGA 3.3V voltage regulator temperature
BASEBOARD_RETIMER_0_1_2_3_1V2_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_RETIMER_0_1_2_3_1V2_VR # Retimer 0-1-2-3 1.2V voltage regulator temperature
BASEBOARD_RETIMER_4_5_6_7_1V2_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_RETIMER_4_5_6_7_1V2_VR # Retimer 4-5-6-7 1.2V voltage regulator temperature
BASEBOARD_RETIMER_0_1_0V9_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_RETIMER_0_1_0V9_VR # Retimer 0-1 0.9V voltage regulator temperature
BASEBOARD_RETIMER_4_5_0V9_VR= amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_RETIMER_4_5_0V9_VR # Retimer 4-5 0.9V voltage regulator temperature
BASEBOARD_RETIMER_2_3_0V9_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_RETIMER_2_3_0V9_VR # Retimer 2-3 0.9V voltage regulator temperature
BASEBOARD_RETIMER_6_7_0V9_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_RETIMER_6_7_0V9_VR # Retimer 6-7 0.9V voltage regulator temperature
BASEBOARD_OAM_0_1_2_3_3V3_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_OAM_0_1_2_3_3V3_VR # OAM 0-1-2-3 3.3V voltage regulator temperature
BASEBOARD_OAM_4_5_6_7_3V3_VR = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_OAM_4_5_6_7_3V3_VR # OAM 4-5-6-7 3.3V voltage regulator temperature
BASEBOARD_IBC_HSC = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_IBC_HSC # IBC HSC temperature
BASEBOARD_IBC = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_IBC # IBC temperature
BASEBOARD_LAST = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE_BASEBOARD_LAST
BASEBOARD__MAX = amdsmi_wrapper.AMDSMI_TEMPERATURE_TYPE__MAX # Maximum per GPU temperature type
class AmdSmiDevPerfLevel(IntEnum):
AUTO = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_AUTO
LOW = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_LOW
HIGH = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_HIGH
MANUAL = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_MANUAL
STABLE_STD = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_STABLE_STD
STABLE_PEAK = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_STABLE_PEAK
STABLE_MIN_MCLK = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_STABLE_MIN_MCLK
STABLE_MIN_SCLK = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_STABLE_MIN_SCLK
DETERMINISM = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_DETERMINISM
UNKNOWN = amdsmi_wrapper.AMDSMI_DEV_PERF_LEVEL_UNKNOWN
class AmdSmiEventGroup(IntEnum):
XGMI = amdsmi_wrapper.AMDSMI_EVNT_GRP_XGMI
XGMI_DATA_OUT = amdsmi_wrapper.AMDSMI_EVNT_GRP_XGMI_DATA_OUT
GRP_INVALID = amdsmi_wrapper.AMDSMI_EVNT_GRP_INVALID
class AmdSmiEventType(IntEnum):
XGMI_0_NOP_TX = amdsmi_wrapper.AMDSMI_EVNT_XGMI_0_NOP_TX
XGMI_0_REQUEST_TX = amdsmi_wrapper.AMDSMI_EVNT_XGMI_0_REQUEST_TX
XGMI_0_RESPONSE_TX = amdsmi_wrapper.AMDSMI_EVNT_XGMI_0_RESPONSE_TX
XGMI_0_BEATS_TX = amdsmi_wrapper.AMDSMI_EVNT_XGMI_0_BEATS_TX
XGMI_1_NOP_TX = amdsmi_wrapper.AMDSMI_EVNT_XGMI_1_NOP_TX
XGMI_1_REQUEST_TX = amdsmi_wrapper.AMDSMI_EVNT_XGMI_1_REQUEST_TX
XGMI_1_RESPONSE_TX = amdsmi_wrapper.AMDSMI_EVNT_XGMI_1_RESPONSE_TX
XGMI_1_BEATS_TX = amdsmi_wrapper.AMDSMI_EVNT_XGMI_1_BEATS_TX
XGMI_DATA_OUT_0 = amdsmi_wrapper.AMDSMI_EVNT_XGMI_DATA_OUT_0
XGMI_DATA_OUT_1 = amdsmi_wrapper.AMDSMI_EVNT_XGMI_DATA_OUT_1
XGMI_DATA_OUT_2 = amdsmi_wrapper.AMDSMI_EVNT_XGMI_DATA_OUT_2
XGMI_DATA_OUT_3 = amdsmi_wrapper.AMDSMI_EVNT_XGMI_DATA_OUT_3
XGMI_DATA_OUT_4 = amdsmi_wrapper.AMDSMI_EVNT_XGMI_DATA_OUT_4
XGMI_DATA_OUT_5 = amdsmi_wrapper.AMDSMI_EVNT_XGMI_DATA_OUT_5
class AmdSmiCounterCommand(IntEnum):
CMD_START = amdsmi_wrapper.AMDSMI_CNTR_CMD_START
CMD_STOP = amdsmi_wrapper.AMDSMI_CNTR_CMD_STOP
class AmdSmiEvtNotificationType(IntEnum):
NONE = amdsmi_wrapper.AMDSMI_EVT_NOTIF_NONE
VMFAULT = amdsmi_wrapper.AMDSMI_EVT_NOTIF_VMFAULT
THERMAL_THROTTLE = amdsmi_wrapper.AMDSMI_EVT_NOTIF_THERMAL_THROTTLE
GPU_PRE_RESET = amdsmi_wrapper.AMDSMI_EVT_NOTIF_GPU_PRE_RESET
GPU_POST_RESET = amdsmi_wrapper.AMDSMI_EVT_NOTIF_GPU_POST_RESET
MIGRATE_START = amdsmi_wrapper.AMDSMI_EVT_NOTIF_MIGRATE_START
MIGRATE_END = amdsmi_wrapper.AMDSMI_EVT_NOTIF_MIGRATE_END
PAGE_FAULT_START = amdsmi_wrapper.AMDSMI_EVT_NOTIF_PAGE_FAULT_END
PAGE_FAULT_END = amdsmi_wrapper.AMDSMI_EVT_NOTIF_PAGE_FAULT_END
QUEUE_EVICTION = amdsmi_wrapper.AMDSMI_EVT_NOTIF_QUEUE_EVICTION
QUEUE_RESTORE = amdsmi_wrapper.AMDSMI_EVT_NOTIF_QUEUE_RESTORE
UNMAP_FROM_GPU = amdsmi_wrapper.AMDSMI_EVT_NOTIF_UNMAP_FROM_GPU
PROCESS_START = amdsmi_wrapper.AMDSMI_EVT_NOTIF_PROCESS_START
PROCESS_END = amdsmi_wrapper.AMDSMI_EVT_NOTIF_PROCESS_END
class AmdSmiTemperatureMetric(IntEnum):
CURRENT = amdsmi_wrapper.AMDSMI_TEMP_CURRENT
MAX = amdsmi_wrapper.AMDSMI_TEMP_MAX
MIN = amdsmi_wrapper.AMDSMI_TEMP_MIN
MAX_HYST = amdsmi_wrapper.AMDSMI_TEMP_MAX_HYST
MIN_HYST = amdsmi_wrapper.AMDSMI_TEMP_MIN_HYST
CRITICAL = amdsmi_wrapper.AMDSMI_TEMP_CRITICAL
CRITICAL_HYST = amdsmi_wrapper.AMDSMI_TEMP_CRITICAL_HYST
EMERGENCY = amdsmi_wrapper.AMDSMI_TEMP_EMERGENCY
EMERGENCY_HYST = amdsmi_wrapper.AMDSMI_TEMP_EMERGENCY_HYST
CRIT_MIN = amdsmi_wrapper.AMDSMI_TEMP_CRIT_MIN
CRIT_MIN_HYST = amdsmi_wrapper.AMDSMI_TEMP_CRIT_MIN_HYST
OFFSET = amdsmi_wrapper.AMDSMI_TEMP_OFFSET
LOWEST = amdsmi_wrapper.AMDSMI_TEMP_LOWEST
HIGHEST = amdsmi_wrapper.AMDSMI_TEMP_HIGHEST
class AmdSmiVoltageMetric(IntEnum):
CURRENT = amdsmi_wrapper.AMDSMI_VOLT_CURRENT
MAX = amdsmi_wrapper.AMDSMI_VOLT_MAX
MIN_CRIT = amdsmi_wrapper.AMDSMI_VOLT_MIN_CRIT
MIN = amdsmi_wrapper.AMDSMI_VOLT_MIN
MAX_CRIT = amdsmi_wrapper.AMDSMI_VOLT_MAX_CRIT
AVERAGE = amdsmi_wrapper.AMDSMI_VOLT_AVERAGE
LOWEST = amdsmi_wrapper.AMDSMI_VOLT_LOWEST
HIGHEST = amdsmi_wrapper.AMDSMI_VOLT_HIGHEST
class AmdSmiVoltageType(IntEnum):
VDDGFX = amdsmi_wrapper.AMDSMI_VOLT_TYPE_VDDGFX
VDDBOARD = amdsmi_wrapper.AMDSMI_VOLT_TYPE_VDDBOARD
INVALID = amdsmi_wrapper.AMDSMI_VOLT_TYPE_INVALID
class AmdSmiAcceleratorPartitionResourceType(IntEnum):
XCC = amdsmi_wrapper.AMDSMI_ACCELERATOR_XCC
ENCODER = amdsmi_wrapper.AMDSMI_ACCELERATOR_ENCODER
DECODER = amdsmi_wrapper.AMDSMI_ACCELERATOR_DECODER
DMA = amdsmi_wrapper.AMDSMI_ACCELERATOR_DMA
JPEG = amdsmi_wrapper.AMDSMI_ACCELERATOR_JPEG
MAX = amdsmi_wrapper.AMDSMI_ACCELERATOR_MAX
class AmdSmiAcceleratorPartitionType(IntEnum):
SPX = amdsmi_wrapper.AMDSMI_ACCELERATOR_PARTITION_SPX
DPX = amdsmi_wrapper.AMDSMI_ACCELERATOR_PARTITION_DPX
TPX = amdsmi_wrapper.AMDSMI_ACCELERATOR_PARTITION_TPX
QPX = amdsmi_wrapper.AMDSMI_ACCELERATOR_PARTITION_QPX
CPX = amdsmi_wrapper.AMDSMI_ACCELERATOR_PARTITION_CPX
INVALID = amdsmi_wrapper.AMDSMI_ACCELERATOR_PARTITION_INVALID
class AmdSmiComputePartitionType(IntEnum):
SPX = amdsmi_wrapper.AMDSMI_COMPUTE_PARTITION_SPX
DPX = amdsmi_wrapper.AMDSMI_COMPUTE_PARTITION_DPX
TPX = amdsmi_wrapper.AMDSMI_COMPUTE_PARTITION_TPX
QPX = amdsmi_wrapper.AMDSMI_COMPUTE_PARTITION_QPX
CPX = amdsmi_wrapper.AMDSMI_COMPUTE_PARTITION_CPX
INVALID = amdsmi_wrapper.AMDSMI_COMPUTE_PARTITION_INVALID
class AmdSmiMemoryPartitionType(IntEnum):
NPS1 = amdsmi_wrapper.AMDSMI_MEMORY_PARTITION_NPS1
NPS2 = amdsmi_wrapper.AMDSMI_MEMORY_PARTITION_NPS2
NPS4 = amdsmi_wrapper.AMDSMI_MEMORY_PARTITION_NPS4
NPS8 = amdsmi_wrapper.AMDSMI_MEMORY_PARTITION_NPS8
UNKNOWN = amdsmi_wrapper.AMDSMI_MEMORY_PARTITION_UNKNOWN
class AmdSmiPowerProfilePresetMasks(IntEnum):
CUSTOM_MASK = amdsmi_wrapper.AMDSMI_PWR_PROF_PRST_CUSTOM_MASK
VIDEO_MASK = amdsmi_wrapper.AMDSMI_PWR_PROF_PRST_VIDEO_MASK
POWER_SAVING_MASK = amdsmi_wrapper.AMDSMI_PWR_PROF_PRST_POWER_SAVING_MASK
COMPUTE_MASK = amdsmi_wrapper.AMDSMI_PWR_PROF_PRST_COMPUTE_MASK
VR_MASK = amdsmi_wrapper.AMDSMI_PWR_PROF_PRST_VR_MASK
THREE_D_FULL_SCR_MASK = amdsmi_wrapper.AMDSMI_PWR_PROF_PRST_3D_FULL_SCR_MASK
BOOTUP_DEFAULT = amdsmi_wrapper.AMDSMI_PWR_PROF_PRST_BOOTUP_DEFAULT
INVALID = amdsmi_wrapper.AMDSMI_PWR_PROF_PRST_INVALID
class AmdSmiGpuBlock(IntEnum):
INVALID = amdsmi_wrapper.AMDSMI_GPU_BLOCK_INVALID
UMC = amdsmi_wrapper.AMDSMI_GPU_BLOCK_UMC
SDMA = amdsmi_wrapper.AMDSMI_GPU_BLOCK_SDMA
GFX = amdsmi_wrapper.AMDSMI_GPU_BLOCK_GFX
MMHUB = amdsmi_wrapper.AMDSMI_GPU_BLOCK_MMHUB
ATHUB = amdsmi_wrapper.AMDSMI_GPU_BLOCK_ATHUB
PCIE_BIF = amdsmi_wrapper.AMDSMI_GPU_BLOCK_PCIE_BIF
HDP = amdsmi_wrapper.AMDSMI_GPU_BLOCK_HDP
XGMI_WAFL = amdsmi_wrapper.AMDSMI_GPU_BLOCK_XGMI_WAFL
DF = amdsmi_wrapper.AMDSMI_GPU_BLOCK_DF
SMN = amdsmi_wrapper.AMDSMI_GPU_BLOCK_SMN
SEM = amdsmi_wrapper.AMDSMI_GPU_BLOCK_SEM
MP0 = amdsmi_wrapper.AMDSMI_GPU_BLOCK_MP0
MP1 = amdsmi_wrapper.AMDSMI_GPU_BLOCK_MP1
FUSE = amdsmi_wrapper.AMDSMI_GPU_BLOCK_FUSE
MCA = amdsmi_wrapper.AMDSMI_GPU_BLOCK_MCA
VCN = amdsmi_wrapper.AMDSMI_GPU_BLOCK_VCN
JPEG = amdsmi_wrapper.AMDSMI_GPU_BLOCK_JPEG
IH = amdsmi_wrapper.AMDSMI_GPU_BLOCK_IH
MPIO = amdsmi_wrapper.AMDSMI_GPU_BLOCK_MPIO
RESERVED = amdsmi_wrapper.AMDSMI_GPU_BLOCK_RESERVED
class AmdSmiRasErrState(IntEnum):
NONE = amdsmi_wrapper.AMDSMI_RAS_ERR_STATE_NONE
DISABLED = amdsmi_wrapper.AMDSMI_RAS_ERR_STATE_DISABLED
PARITY = amdsmi_wrapper.AMDSMI_RAS_ERR_STATE_PARITY
SING_C = amdsmi_wrapper.AMDSMI_RAS_ERR_STATE_SING_C
MULT_UC = amdsmi_wrapper.AMDSMI_RAS_ERR_STATE_MULT_UC
POISON = amdsmi_wrapper.AMDSMI_RAS_ERR_STATE_POISON
ENABLED = amdsmi_wrapper.AMDSMI_RAS_ERR_STATE_ENABLED
INVALID = amdsmi_wrapper.AMDSMI_RAS_ERR_STATE_INVALID
class AmdSmiCperNotifyType(Enum):
CMC = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_CMC
CPE = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_CPE
MCE = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_MCE
PCIE = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_PCIE
INIT = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_INIT
NMI = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_NMI
BOOT = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_BOOT
DMAr = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_DMAR
SEA = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_SEA
SEI = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_SEI
PEI = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_PEI
CXL_COMPONENT = amdsmi_wrapper.AMDSMI_CPER_NOTIFY_TYPE_CXL_COMPONENT
class AmdSmiMemoryType(IntEnum):
VRAM = amdsmi_wrapper.AMDSMI_MEM_TYPE_VRAM
VIS_VRAM = amdsmi_wrapper.AMDSMI_MEM_TYPE_VIS_VRAM
GTT = amdsmi_wrapper.AMDSMI_MEM_TYPE_GTT
class AmdSmiFreqInd(IntEnum):
MIN = amdsmi_wrapper.AMDSMI_FREQ_IND_MIN
MAX = amdsmi_wrapper.AMDSMI_FREQ_IND_MAX
INVALID = amdsmi_wrapper.AMDSMI_FREQ_IND_INVALID
class AmdSmiXgmiStatus(IntEnum):
NO_ERRORS = amdsmi_wrapper.AMDSMI_XGMI_STATUS_NO_ERRORS
ERROR = amdsmi_wrapper.AMDSMI_XGMI_STATUS_ERROR
MULTIPLE_ERRORS = amdsmi_wrapper.AMDSMI_XGMI_STATUS_MULTIPLE_ERRORS
class AmdSmiMemoryPageStatus(IntEnum):
RESERVED = amdsmi_wrapper.AMDSMI_MEM_PAGE_STATUS_RESERVED
PENDING = amdsmi_wrapper.AMDSMI_MEM_PAGE_STATUS_PENDING
UNRESERVABLE = amdsmi_wrapper.AMDSMI_MEM_PAGE_STATUS_UNRESERVABLE
class AmdSmiLinkType(IntEnum):
AMDSMI_LINK_TYPE_INTERNAL = amdsmi_wrapper.AMDSMI_LINK_TYPE_INTERNAL
AMDSMI_LINK_TYPE_XGMI = amdsmi_wrapper.AMDSMI_LINK_TYPE_XGMI
AMDSMI_LINK_TYPE_PCIE = amdsmi_wrapper.AMDSMI_LINK_TYPE_PCIE
AMDSMI_LINK_TYPE_NOT_APPLICABLE = amdsmi_wrapper.AMDSMI_LINK_TYPE_NOT_APPLICABLE
AMDSMI_LINK_TYPE_UNKNOWN = amdsmi_wrapper.AMDSMI_LINK_TYPE_UNKNOWN
class AmdSmiUtilizationCounterType(IntEnum):
COARSE_GRAIN_GFX_ACTIVITY = amdsmi_wrapper.AMDSMI_COARSE_GRAIN_GFX_ACTIVITY
COARSE_GRAIN_MEM_ACTIVITY = amdsmi_wrapper.AMDSMI_COARSE_GRAIN_MEM_ACTIVITY
COARSE_DECODER_ACTIVITY = amdsmi_wrapper.AMDSMI_COARSE_DECODER_ACTIVITY
FINE_GRAIN_GFX_ACTIVITY = amdsmi_wrapper.AMDSMI_FINE_GRAIN_GFX_ACTIVITY
FINE_GRAIN_MEM_ACTIVITY = amdsmi_wrapper.AMDSMI_FINE_GRAIN_MEM_ACTIVITY
FINE_DECODER_ACTIVITY = amdsmi_wrapper.AMDSMI_FINE_DECODER_ACTIVITY
UTILIZATION_COUNTER_FIRST = amdsmi_wrapper.AMDSMI_UTILIZATION_COUNTER_FIRST
UTILIZATION_COUNTER_LAST = amdsmi_wrapper.AMDSMI_UTILIZATION_COUNTER_LAST
class AmdSmiProcessorType(IntEnum):
UNKNOWN = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_UNKNOWN
AMD_GPU = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_AMD_GPU
AMD_CPU = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_AMD_CPU
NON_AMD_GPU = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_NON_AMD_GPU
NON_AMD_CPU = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_NON_AMD_CPU
AMD_CPU_CORE = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_AMD_CPU_CORE
AMD_APU = amdsmi_wrapper.AMDSMI_PROCESSOR_TYPE_AMD_APU
class AmdSmiRegType(IntEnum):
XGMI = amdsmi_wrapper.AMDSMI_REG_XGMI
WAFL = amdsmi_wrapper.AMDSMI_REG_WAFL
PCIE = amdsmi_wrapper.AMDSMI_REG_PCIE
USR = amdsmi_wrapper.AMDSMI_REG_USR
USR1 = amdsmi_wrapper.AMDSMI_REG_USR1
class AmdSmiVirtualizationMode(IntEnum):
UNKNOWN = amdsmi_wrapper.AMDSMI_VIRTUALIZATION_MODE_UNKNOWN
BAREMETAL = amdsmi_wrapper.AMDSMI_VIRTUALIZATION_MODE_BAREMETAL
HOST = amdsmi_wrapper.AMDSMI_VIRTUALIZATION_MODE_HOST
GUEST = amdsmi_wrapper.AMDSMI_VIRTUALIZATION_MODE_GUEST
PASSTHROUGH = amdsmi_wrapper.AMDSMI_VIRTUALIZATION_MODE_PASSTHROUGH
class AmdSmiVramType(IntEnum):
UNKNOWN = amdsmi_wrapper.AMDSMI_VRAM_TYPE_UNKNOWN
HBM = amdsmi_wrapper.AMDSMI_VRAM_TYPE_HBM
HBM2 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_HBM2
HBM2E = amdsmi_wrapper.AMDSMI_VRAM_TYPE_HBM2E
HBM3 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_HBM3
DDR2 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_DDR2
DDR3 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_DDR3
DDR4 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_DDR4
GDDR1 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_GDDR1
GDDR2 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_GDDR2
GDDR3 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_GDDR3
GDDR4 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_GDDR4
GDDR5 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_GDDR5
GDDR6 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_GDDR6
GDDR7 = amdsmi_wrapper.AMDSMI_VRAM_TYPE_GDDR7
MAX = amdsmi_wrapper.AMDSMI_VRAM_TYPE__MAX
class AmdSmiAffinityScope(IntEnum):
NUMA_SCOPE = amdsmi_wrapper.AMDSMI_AFFINITY_SCOPE_NODE
SOCKET_SCOPE = amdsmi_wrapper.AMDSMI_AFFINITY_SCOPE_SOCKET
class AmdSmiPtlData(IntEnum):
I8 = amdsmi_wrapper.AMDSMI_PTL_DATA_FORMAT_I8
F16 = amdsmi_wrapper.AMDSMI_PTL_DATA_FORMAT_F16
BF16 = amdsmi_wrapper.AMDSMI_PTL_DATA_FORMAT_BF16
F32 = amdsmi_wrapper.AMDSMI_PTL_DATA_FORMAT_F32
F64 = amdsmi_wrapper.AMDSMI_PTL_DATA_FORMAT_F64
INVALID = amdsmi_wrapper.AMDSMI_PTL_DATA_FORMAT_INVALID
class AmdSmiPowerCapType(IntEnum):
PPT0 = amdsmi_wrapper.AMDSMI_POWER_CAP_TYPE_PPT0
PPT1 = amdsmi_wrapper.AMDSMI_POWER_CAP_TYPE_PPT1
class AmdSmiEventReader:
def __init__(
self,
processor_handle: processor_handle_t,
event_types: List[AmdSmiEvtNotificationType]
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(event_types, Iterable):
raise AmdSmiParameterException(
event_types, Iterable
)
for event_type in event_types:
if not isinstance(event_type, AmdSmiEvtNotificationType):
raise AmdSmiParameterException(
event_type, AmdSmiEvtNotificationType
)
self.processor_handle = processor_handle
mask = 0
for event_type in event_types:
if event_type != AmdSmiEvtNotificationType.NONE:
mask |= (1 << (int(event_type) - 1))
_check_res(amdsmi_wrapper.amdsmi_init_gpu_event_notification(processor_handle))
_check_res(amdsmi_wrapper.amdsmi_set_gpu_event_notification_mask(
processor_handle, ctypes.c_uint64(mask)))
def read(self, timestamp, num_elem=10):
c_count = ctypes.c_uint32(num_elem)
event_info = (amdsmi_wrapper.amdsmi_evt_notification_data_t * num_elem)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_event_notification(
ctypes.c_int(timestamp),
ctypes.byref(c_count),
event_info,
)
)
ret = []
for i in range(c_count.value):
unique_event_values = set(event.value for event in AmdSmiEvtNotificationType)
if event_info[i].event in unique_event_values:
if AmdSmiEvtNotificationType(event_info[i].event).name != "NONE":
processor_handle = amdsmi_wrapper.amdsmi_processor_handle(event_info[i].processor_handle)
ret.append(
{
"processor_handle": processor_handle,
"event": AmdSmiEvtNotificationType(event_info[i].event).name,
"message": event_info[i].message.decode("utf-8"),
}
)
return ret
def stop(self):
_check_res(amdsmi_wrapper.amdsmi_stop_gpu_event_notification(
self.processor_handle))
def __enter__(self):
return self
def __exit__(self, exc_type, exc_value, traceback):
self.stop()
def _format_bad_page_info(bad_page_info, bad_page_count: ctypes.c_uint32) -> List[Dict]:
"""
Format bad page info data retrieved.
Parameters:
bad_page_info(`amdsmi_retired_page_record_t`): A populated list of amdsmi_retired_page_record_t(s)
retrieved. Ex: (amdsmi_wrapper.amdsmi_retired_page_record_t * #)()
bad_page_count(`c_uint32`): Bad page count.
Returns:
`list`: List containing formatted bad pages. Can be empty
"""
if bad_page_count == 0:
return []
# Check if each struct within bad_page_info is valid
for bad_page in bad_page_info:
if not isinstance(bad_page, amdsmi_wrapper.amdsmi_retired_page_record_t):
raise AmdSmiParameterException(
bad_page, amdsmi_wrapper.amdsmi_retired_page_record_t
)
table_records = []
for i in range(bad_page_count.value):
table_records.append(
{
"value": i,
"page_address": bad_page_info[i].page_address,
"page_size": bad_page_info[i].page_size,
"status": bad_page_info[i].status,
}
)
return table_records
def _format_bdf(amdsmi_bdf: amdsmi_wrapper.amdsmi_bdf_t) -> str:
"""
Format BDF struct to readable data.
Parameters:
amdsmi_bdf(`amdsmi_bdf_t`): Struct containing BDF data that
will be formatted.
Returns:
`str`: String containing BDF data in a readable format.
"""
domain = hex(amdsmi_bdf.struct_amdsmi_bdf_t.domain_number)[2:].zfill(4)
bus = hex(amdsmi_bdf.struct_amdsmi_bdf_t.bus_number)[2:].zfill(2)
device = hex(amdsmi_bdf.struct_amdsmi_bdf_t.device_number)[2:].zfill(2)
function = hex(amdsmi_bdf.struct_amdsmi_bdf_t.function_number)[2:]
return domain + ":" + bus + ":" + device + "." + function
def _check_res(ret_code) -> None:
"""
Wrapper for amdsmi function calls. Checks the status returned
by the call. Raises exceptions if the status was inappropriate.
Parameters:
ret_code(`amdsmi_status_t`): Status code returned by function
call.
Returns:
`None`.
"""
if ret_code == amdsmi_wrapper.AMDSMI_STATUS_RETRY:
raise AmdSmiRetryException()
if ret_code == amdsmi_wrapper.AMDSMI_STATUS_TIMEOUT:
raise AmdSmiTimeoutException()
if ret_code != amdsmi_wrapper.AMDSMI_STATUS_SUCCESS:
raise AmdSmiLibraryException(ret_code)
def _parse_bdf(bdf):
if bdf is None:
return None
extended_regex = re.compile(
r'^([0-9a-fA-F]{4}):([0-9a-fA-F]{2}):([0-1][0-9a-fA-F])\.([0-7])$')
if extended_regex.match(bdf) is None:
simple_regex = re.compile(
r'^([0-9a-fA-F]{2}):([0-1][0-9a-fA-F])\.([0-7])$')
if simple_regex.match(bdf) is None:
return None
else:
match = simple_regex.match(bdf)
if match:
return [0] + [int(x, 16) for x in match.groups()]
else:
return None
else:
match = extended_regex.match(bdf)
if match:
return [int(x, 16) for x in match.groups()]
return None
def _make_amdsmi_bdf_from_list(bdf):
if len(bdf) != 4:
return None
amdsmi_bdf = amdsmi_wrapper.amdsmi_bdf_t()
amdsmi_bdf.struct_amdsmi_bdf_t.function_number = bdf[3]
amdsmi_bdf.struct_amdsmi_bdf_t.device_number = bdf[2]
amdsmi_bdf.struct_amdsmi_bdf_t.bus_number = bdf[1]
amdsmi_bdf.struct_amdsmi_bdf_t.domain_number = bdf[0]
return amdsmi_bdf
def _pad_hex_value(value, length) -> str:
""" Pad a hexadecimal value with a given length of zeros
:param value: A hexadecimal value to be padded with zeros
:param length: Number of zeros to pad the hexadecimal value
:param return original string string or
padded hex of confirmed hex output (using length provided)
"""
# Ensure value entered meets the minimum length and is hexadecimal
if len(value) > 2 and length > 1 and value[:2].lower() == '0x' \
and all(c in '0123456789abcdefABCDEF' for c in value[2:]):
# Pad with zeros after '0x' prefix
return '0x' + value[2:].zfill(length)
return value
def _validate_if_max_uint(value, uint_type: MaxUIntegerTypes, isActivity=False, isBool=False) -> Union[str, bool, int, list]:
return_val = "N/A"
if not isinstance(value, list):
if (value == uint_type) or (isActivity and value > 100):
return return_val
if isBool:
return bool(value)
return value
else:
return_val = []
for _, v in enumerate(value):
if (v == uint_type) or (isActivity and v > 100):
return_val.append("N/A")
else:
return_val.append(v)
if isBool:
return bool(return_val)
return return_val
def _notifyTypeToString(notify_type_b):
guid = []
# Iterate over only the first 8 bytes, but backwards
for i in notify_type_b[7::-1]:
guid.append(format(i, '02x'))
hex_string = "".join(guid)
hex_value = int(hex_string, 16)
if hex_value in AmdSmiCperNotifyType._value2member_map_:
# Convert to the corresponding enum name
return AmdSmiCperNotifyType(hex_value).name
else:
return "Unknown"
def _NA_amdsmi_get_gpu_metrics_info() -> Dict[str, str]:
"""
Get 'N/A' metric values for gpu_metric, used for exception handling.
Parameters:
None
Returns:
Dict[str, str]: A dictionary with keys as metric names and values as 'N/A'.
This is used to indicate that the metric is not available or applicable.
Raises:
N/A
"""
na_gpu_metrics_info = {
"common_header.structure_size": "N/A",
"common_header.format_revision": "N/A",
"common_header.content_revision": "N/A",
"temperature_edge": "N/A",
"temperature_hotspot": "N/A",
"temperature_mem": "N/A",
"temperature_vrgfx": "N/A",
"temperature_vrsoc": "N/A",
"temperature_vrmem": "N/A",
"average_gfx_activity": "N/A",
"average_umc_activity": "N/A",
"average_mm_activity": "N/A",
"average_socket_power": "N/A",
"energy_accumulator": "N/A",
"system_clock_counter": "N/A",
"average_gfxclk_frequency": "N/A",
"average_socclk_frequency": "N/A",
"average_uclk_frequency": "N/A",
"average_vclk0_frequency": "N/A",
"average_dclk0_frequency": "N/A",
"average_vclk1_frequency": "N/A",
"average_dclk1_frequency": "N/A",
"current_gfxclk": "N/A",
"current_socclk": "N/A",
"current_uclk": "N/A",
"current_vclk0": "N/A",
"current_dclk0": "N/A",
"current_vclk1": "N/A",
"current_dclk1": "N/A",
"throttle_status": "N/A",
"current_fan_speed": "N/A",
"pcie_link_width": "N/A",
"pcie_link_speed": "N/A",
"gfx_activity_acc": "N/A",
"mem_activity_acc": "N/A",
"temperature_hbm": "N/A",
"firmware_timestamp": "N/A",
"voltage_soc": "N/A",
"voltage_gfx": "N/A",
"voltage_mem": "N/A",
"indep_throttle_status": "N/A",
"current_socket_power": "N/A",
"vcn_activity": "N/A",
"gfxclk_lock_status": "N/A",
"xgmi_link_width": "N/A",
"xgmi_link_speed": "N/A",
"pcie_bandwidth_acc": "N/A",
"pcie_bandwidth_inst": "N/A",
"pcie_l0_to_recov_count_acc": "N/A",
"pcie_replay_count_acc": "N/A",
"pcie_replay_rover_count_acc": "N/A",
"xgmi_read_data_acc": "N/A",
"xgmi_write_data_acc": "N/A",
"current_gfxclks": "N/A",
"current_socclks": "N/A",
"current_vclk0s": "N/A",
"current_dclk0s": "N/A",
"jpeg_activity": "N/A",
"pcie_nak_sent_count_acc": "N/A",
"pcie_nak_rcvd_count_acc": "N/A",
"accumulation_counter": "N/A",
"prochot_residency_acc": "N/A",
"ppt_residency_acc": "N/A",
"socket_thm_residency_acc": "N/A",
"vr_thm_residency_acc": "N/A",
"hbm_thm_residency_acc": "N/A",
"num_partition": "N/A",
"xcp_stats.gfx_busy_inst": "N/A",
"xcp_stats.jpeg_busy": "N/A",
"xcp_stats.vcn_busy": "N/A",
"xcp_stats.gfx_busy_acc": "N/A",
"xcp_stats.gfx_below_host_limit_acc": "N/A",
"xcp_stats.gfx_below_host_limit_ppt_acc": "N/A",
"xcp_stats.gfx_below_host_limit_thm_acc": "N/A",
"xcp_stats.gfx_low_utilization_acc": "N/A",
"xcp_stats.gfx_below_host_limit_total_acc": "N/A",
"pcie_lc_perf_other_end_recovery": "N/A",
"vram_max_bandwidth": "N/A",
"xgmi_link_status": "N/A"
}
return na_gpu_metrics_info
def amdsmi_get_socket_handles() -> List[c_void_p]:
"""
Function that gets socket handles. Wraps the same named function call.
Parameters:
`None`.
Returns:
`List`: List containing all of the found socket handles.
"""
socket_count = ctypes.c_uint32(0)
null_ptr = POINTER(amdsmi_wrapper.amdsmi_socket_handle)()
_check_res(
amdsmi_wrapper.amdsmi_get_socket_handles(
ctypes.byref(socket_count), null_ptr)
)
socket_handles = (amdsmi_wrapper.amdsmi_socket_handle *
socket_count.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_socket_handles(
ctypes.byref(socket_count), socket_handles)
)
sockets = [
amdsmi_wrapper.amdsmi_socket_handle(socket_handles[sock_idx])
for sock_idx in range(socket_count.value)
]
return sockets
def amdsmi_get_cpusocket_handles() -> List[c_void_p]:
"""
Function that gets cpu socket handles. Wraps the same named function call.
Parameters:
`None`.
Returns:
`List`: List containing all of the found cpu socket handles.
"""
cpu_count = ctypes.c_uint32(0)
null_ptr = POINTER(amdsmi_wrapper.amdsmi_processor_handle)()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_handles(
ctypes.byref(cpu_count), null_ptr)
)
proc_handles = (amdsmi_wrapper.amdsmi_processor_handle *
cpu_count.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_handles(
ctypes.byref(cpu_count), proc_handles)
)
cpu_handles = [
amdsmi_wrapper.amdsmi_processor_handle(proc_handles[sock_idx])
for sock_idx in range(cpu_count.value)
]
return cpu_handles
def amdsmi_get_socket_info(socket_handle):
if not isinstance(socket_handle, amdsmi_wrapper.amdsmi_socket_handle):
raise AmdSmiParameterException(
socket_handle, amdsmi_wrapper.amdsmi_socket_handle)
socket_info = ctypes.create_string_buffer(128)
_check_res(
amdsmi_wrapper.amdsmi_get_socket_info(
socket_handle, ctypes.c_size_t(128), socket_info)
)
return socket_info.value.decode()
def amdsmi_get_processor_info(processor_handle):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle)
processor_info = ctypes.create_string_buffer(128)
_check_res(
amdsmi_wrapper.amdsmi_get_processor_info(
processor_handle, ctypes.c_size_t(128), processor_info)
)
return processor_info.value.decode()
def amdsmi_get_processor_handles() -> List[c_void_p]:
socket_handles = amdsmi_get_socket_handles()
devices = []
for socket in socket_handles:
device_count = ctypes.c_uint32()
null_ptr = POINTER(amdsmi_wrapper.amdsmi_processor_handle)()
_check_res(
amdsmi_wrapper.amdsmi_get_processor_handles(
socket,
ctypes.byref(device_count),
null_ptr,
)
)
processor_handles = (
amdsmi_wrapper.amdsmi_processor_handle * device_count.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_processor_handles(
socket,
ctypes.byref(device_count),
processor_handles,
)
)
devices.extend(
[
amdsmi_wrapper.amdsmi_processor_handle(processor_handles[dev_idx])
for dev_idx in range(device_count.value)
]
)
return devices
def amdsmi_get_cpucore_handles() -> List[c_void_p]:
cores_count = ctypes.c_uint32(0)
null_ptr = POINTER(amdsmi_wrapper.amdsmi_processor_handle)()
_check_res(
amdsmi_wrapper.amdsmi_get_cpucore_handles(
ctypes.byref(cores_count), null_ptr)
)
proc_handles = (amdsmi_wrapper.amdsmi_processor_handle *
cores_count.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_cpucore_handles(
ctypes.byref(cores_count), proc_handles)
)
core_handles = [
amdsmi_wrapper.amdsmi_processor_handle(proc_handles[sock_idx])
for sock_idx in range(cores_count.value)
]
return core_handles
def amdsmi_get_cpu_hsmp_proto_ver(processor_handle: processor_handle_t) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
proto_ver = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_hsmp_proto_ver(
processor_handle, ctypes.byref(proto_ver)
)
)
return proto_ver.value
def amdsmi_get_cpu_smu_fw_version(
processor_handle: processor_handle_t) -> Dict[str, int]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
smu_fw = amdsmi_wrapper.amdsmi_smu_fw_version_t()
_check_res(amdsmi_wrapper.amdsmi_get_cpu_smu_fw_version(processor_handle, smu_fw))
return {
"smu_fw_debug_ver_num": smu_fw.debug,
"smu_fw_minor_ver_num": smu_fw.minor,
"smu_fw_major_ver_num": smu_fw.major
}
def amdsmi_get_cpu_hsmp_driver_version(
processor_handle: processor_handle_t) -> Dict[str, int]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
hsmp_driver_version = amdsmi_wrapper.amdsmi_hsmp_driver_version_t()
_check_res(amdsmi_wrapper.amdsmi_get_cpu_hsmp_driver_version(processor_handle, hsmp_driver_version))
return {
"hsmp_driver_major_ver_num": hsmp_driver_version.major,
"hsmp_driver_minor_ver_num": hsmp_driver_version.minor,
}
def amdsmi_get_cpu_core_energy(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
penergy = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_core_energy(
processor_handle, ctypes.byref(penergy)
)
)
return f"{float(penergy.value * pow(10, -6))} J"
def amdsmi_get_cpu_socket_energy(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
penergy = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_energy(
processor_handle, ctypes.byref(penergy)
)
)
return f"{float(penergy.value * pow(10, -6))} J"
def amdsmi_get_threads_per_core():
threads_per_core = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_threads_per_core(
ctypes.byref(threads_per_core)
)
)
return threads_per_core.value
def amdsmi_get_cpu_prochot_status(
processor_handle: processor_handle_t
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
prochot = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_prochot_status(
processor_handle, ctypes.byref(prochot)
)
)
return prochot.value
def amdsmi_get_cpu_fclk_mclk(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
fclk = ctypes.c_uint32()
mclk = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_fclk_mclk(
processor_handle, ctypes.byref(fclk), ctypes.byref(mclk)
)
)
return {
"fclk": f"{fclk.value} MHz",
"mclk": f"{mclk.value} MHz"
}
def amdsmi_get_cpu_cclk_limit(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
cclk = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_cclk_limit(
processor_handle, ctypes.byref(cclk)
)
)
return f"{cclk.value} MHz"
def amdsmi_get_cpu_socket_current_active_freq_limit(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
amdsmi_wrapper.amdsmi_get_cpu_socket_current_active_freq_limit.argtypes = [amdsmi_wrapper.amdsmi_processor_handle, POINTER(ctypes.c_uint16), POINTER(ctypes.c_char_p * len(amdsmi_wrapper.amdsmi_hsmp_freqlimit_src_names))]
freq = ctypes.c_uint16()
src_type = (ctypes.c_char_p * len(amdsmi_wrapper.amdsmi_hsmp_freqlimit_src_names))()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_current_active_freq_limit(
processor_handle, ctypes.byref(freq), src_type
)
)
freq_src = []
for names in src_type:
if names is not None:
freq_src.append(names.decode('utf-8'))
return {
"freq": f"{freq.value} MHz",
"freq_src": f"{freq_src}"
}
def amdsmi_get_cpu_socket_freq_range(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
freq_max = ctypes.c_uint16()
freq_min = ctypes.c_uint16()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_freq_range(
processor_handle, ctypes.byref(freq_max), ctypes.byref(freq_min)
)
)
return {
"max_socket_freq": f"{freq_max.value} MHz",
"min_socket_freq": f"{freq_min.value} MHz"
}
def amdsmi_get_cpu_core_current_freq_limit(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
freq = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_core_current_freq_limit(
processor_handle, ctypes.byref(freq)
)
)
return f"{freq.value} MHz"
def amdsmi_get_cpu_socket_power(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
ppower = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_power(
processor_handle, ctypes.byref(ppower)
)
)
return f"{ppower.value} mW"
def amdsmi_get_cpu_socket_power_cap(
processor_handle: processor_handle_t
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
pcap = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_power_cap(
processor_handle, ctypes.byref(pcap)
)
)
# in mW
return pcap.value
def amdsmi_get_cpu_socket_power_cap_max(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
pmax = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_power_cap_max(
processor_handle, ctypes.byref(pmax)
)
)
return f"{pmax.value} mW"
def amdsmi_get_cpu_pwr_svi_telemetry_all_rails(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
power = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_pwr_svi_telemetry_all_rails(
processor_handle, ctypes.byref(power)
)
)
return f"{power.value} mW"
def amdsmi_set_cpu_socket_power_cap(
processor_handle: processor_handle_t, power_cap: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(power_cap, int):
raise AmdSmiParameterException(power_cap, int)
power_cap_32 = ctypes.c_uint32(power_cap)
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_socket_power_cap(
processor_handle, power_cap_32)
)
def amdsmi_set_cpu_pwr_efficiency_mode(
processor_handle: processor_handle_t, mode: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(mode, int):
raise AmdSmiParameterException(mode, int)
mode_8 = ctypes.c_uint8(mode)
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_pwr_efficiency_mode(
processor_handle, mode_8)
)
def amdsmi_get_cpu_core_boostlimit(
processor_handle: processor_handle_t
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
boostlimit = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_core_boostlimit(
processor_handle, ctypes.byref(boostlimit)
)
)
# In MHz"
return boostlimit.value
def amdsmi_get_cpu_socket_c0_residency(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
c0_residency = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_c0_residency(
processor_handle, ctypes.byref(c0_residency)
)
)
return f"{c0_residency.value} %"
def amdsmi_set_cpu_core_boostlimit(
processor_handle: processor_handle_t, boostlimit: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(boostlimit, int):
raise AmdSmiParameterException(boostlimit, int)
boostlimit_32 = ctypes.c_uint32(boostlimit)
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_core_boostlimit(
processor_handle, boostlimit_32)
)
def amdsmi_set_cpu_socket_boostlimit(
processor_handle: processor_handle_t, boostlimit: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(boostlimit, int):
raise AmdSmiParameterException(boostlimit, int)
boostlimit_32 = ctypes.c_uint32(boostlimit)
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_socket_boostlimit(
processor_handle, boostlimit_32)
)
def amdsmi_get_cpu_ddr_bw(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
ddr_bw = amdsmi_wrapper.amdsmi_ddr_bw_metrics_t()
_check_res(amdsmi_wrapper.amdsmi_get_cpu_ddr_bw(processor_handle, ddr_bw))
return {
"ddr_bw_max_bw": f"{ddr_bw.max_bw} Gbps",
"ddr_bw_utilized_bw": f"{ddr_bw.utilized_bw} Gbps",
"ddr_bw_utilized_pct": f"{ddr_bw.utilized_pct} %"
}
def amdsmi_get_cpu_socket_temperature(
processor_handle: processor_handle_t
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
ptmon = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_temperature(
processor_handle, ctypes.byref(ptmon)
)
)
return f"{ptmon.value} Degrees C"
def amdsmi_get_cpu_dimm_temp_range_and_refresh_rate(
processor_handle: processor_handle_t,
dimm_addr: int):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(dimm_addr, int):
raise AmdSmiParameterException(dimm_addr, int)
dimm_addr_8 = ctypes.c_uint8(dimm_addr)
dimm = amdsmi_wrapper.amdsmi_temp_range_refresh_rate_t()
_check_res(amdsmi_wrapper.amdsmi_get_cpu_dimm_temp_range_and_refresh_rate(processor_handle,
dimm_addr_8,
ctypes.byref(dimm)))
return {
"dimm_temperature_range": dimm.range,
"dimm_refresh_rate": dimm.ref_rate
}
def amdsmi_get_cpu_dimm_power_consumption(
processor_handle: processor_handle_t,
dimm_addr: int):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(dimm_addr, int):
raise AmdSmiParameterException(dimm_addr, int)
dimm_addr_8 = ctypes.c_uint8(dimm_addr)
dimm = amdsmi_wrapper.amdsmi_dimm_power_t()
_check_res(amdsmi_wrapper.amdsmi_get_cpu_dimm_power_consumption(processor_handle,
dimm_addr_8,
ctypes.byref(dimm)))
return {
"dimm_power_consumed": f"{dimm.power} mW",
"dimm_power_update_rate": f"{dimm.update_rate} ms",
"dimm_dimm_addr": dimm.dimm_addr
}
def amdsmi_get_cpu_dimm_thermal_sensor(
processor_handle: processor_handle_t,
dimm_addr: int):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(dimm_addr, int):
raise AmdSmiParameterException(dimm_addr, int)
dimm_addr_8 = ctypes.c_uint8(dimm_addr)
dimm_thermal = amdsmi_wrapper.amdsmi_dimm_thermal_t()
_check_res(amdsmi_wrapper.amdsmi_get_cpu_dimm_thermal_sensor(processor_handle,
dimm_addr_8,
ctypes.byref(dimm_thermal)))
return {
"dimm_thermal_sensor_value": dimm_thermal.sensor,
"dimm_thermal_update_rate": f"{dimm_thermal.update_rate} ms",
"dimm_thermal_dimm_addr": dimm_thermal.dimm_addr,
"dimm_thermal_temperature": f"{dimm_thermal.temp} Degrees C"
}
def amdsmi_set_cpu_xgmi_width(
processor_handle: processor_handle_t, min_width: int, max_width: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(min_width, int):
raise AmdSmiParameterException(min_width, int)
if not isinstance(max_width, int):
raise AmdSmiParameterException(max_width, int)
min_width_8 = ctypes.c_uint8(min_width)
max_width_8 = ctypes.c_uint8(max_width)
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_xgmi_width(
processor_handle, min_width_8, max_width_8)
)
def amdsmi_set_cpu_gmi3_link_width_range(
processor_handle: processor_handle_t,
min_link_width: int, max_link_width: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(min_link_width, int):
raise AmdSmiParameterException(min_link_width, int)
if not isinstance(max_link_width, int):
raise AmdSmiParameterException(max_link_width, int)
min_link_width_8 = ctypes.c_uint8(min_link_width)
max_link_width_8 = ctypes.c_uint8(max_link_width)
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_gmi3_link_width_range(
processor_handle, min_link_width_8, max_link_width_8)
)
def amdsmi_cpu_apb_enable(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
_check_res(
amdsmi_wrapper.amdsmi_cpu_apb_enable(processor_handle)
)
def amdsmi_cpu_apb_disable(
processor_handle: processor_handle_t,
pstate: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(pstate, int):
raise AmdSmiParameterException(pstate, int)
pstate_8 = ctypes.c_uint8(pstate)
_check_res(
amdsmi_wrapper.amdsmi_cpu_apb_disable(
processor_handle, pstate_8)
)
def amdsmi_set_cpu_socket_lclk_dpm_level(
processor_handle: processor_handle_t,
nbio_id: int, min_val: int, max_val: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(nbio_id, int):
raise AmdSmiParameterException(nbio_id, int)
if not isinstance(min_val, int):
raise AmdSmiParameterException(min_val, int)
if not isinstance(max_val, int):
raise AmdSmiParameterException(max_val, int)
nbio_id_8 = ctypes.c_uint8(nbio_id)
min_val_8 = ctypes.c_uint8(min_val)
max_val_8 = ctypes.c_uint8(max_val)
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_socket_lclk_dpm_level(
processor_handle, nbio_id_8, min_val_8, max_val_8)
)
def amdsmi_get_cpu_socket_lclk_dpm_level(
processor_handle: processor_handle_t,
nbio_id: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(nbio_id, int):
raise AmdSmiParameterException(nbio_id, int)
nbio_id_8 = ctypes.c_uint8(nbio_id)
dpm_level = amdsmi_wrapper.amdsmi_dpm_level_t()
_check_res(amdsmi_wrapper.amdsmi_get_cpu_socket_lclk_dpm_level(processor_handle, nbio_id_8, dpm_level))
return {
"nbio_max_dpm_level": dpm_level.max_dpm_level,
"nbio_min_dpm_level": dpm_level.min_dpm_level
}
def amdsmi_set_cpu_pcie_link_rate(
processor_handle: processor_handle_t,
rate_ctrl: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(rate_ctrl, int):
raise AmdSmiParameterException(rate_ctrl, int)
rate_ctrl_8 = ctypes.c_uint8(rate_ctrl)
prev_mode_8 = ctypes.c_uint8()
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_pcie_link_rate(
processor_handle, rate_ctrl_8, ctypes.byref(prev_mode_8))
)
return f"{prev_mode_8.value}"
def amdsmi_set_cpu_df_pstate_range(
processor_handle: processor_handle_t,
max_pstate: int, min_pstate: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(max_pstate, int):
raise AmdSmiParameterException(max_pstate, int)
if not isinstance(min_pstate, int):
raise AmdSmiParameterException(min_pstate, int)
max_pstate_8 = ctypes.c_uint8(max_pstate)
min_pstate_8 = ctypes.c_uint8(min_pstate)
_check_res(
amdsmi_wrapper.amdsmi_set_cpu_df_pstate_range(
processor_handle, max_pstate_8, min_pstate_8))
def amdsmi_get_cpu_current_io_bandwidth(
processor_handle: processor_handle_t,
encoding: int,
link_name: str
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(encoding, int):
raise AmdSmiParameterException(encoding, int)
if not isinstance(link_name, str):
raise AmdSmiParameterException(link_name, str)
link = amdsmi_wrapper.amdsmi_link_id_bw_type_t()
link.bw_type = ctypes.c_uint32(encoding)
link.link_name = ctypes.create_string_buffer(link_name.encode('utf-8'))
io_bw = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_current_io_bandwidth(
processor_handle, link, ctypes.byref(io_bw))
)
return f"{io_bw.value} Mbps"
def amdsmi_get_cpu_current_xgmi_bw(
processor_handle: processor_handle_t,
encoding: int,
link_name: str
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(encoding, int):
raise AmdSmiParameterException(encoding, int)
if not isinstance(link_name, str):
raise AmdSmiParameterException(link_name, str)
link = amdsmi_wrapper.amdsmi_link_id_bw_type_t()
link.bw_type = ctypes.c_uint32(encoding)
link.link_name = ctypes.create_string_buffer(link_name.encode('utf-8'))
xgmi_bw = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_current_xgmi_bw(
processor_handle, link, ctypes.byref(xgmi_bw))
)
return f"{xgmi_bw.value} Mbps"
def amdsmi_get_hsmp_metrics_table_version(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
metric_tbl_version = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_hsmp_metrics_table_version(
processor_handle, ctypes.byref(metric_tbl_version))
)
return metric_tbl_version.value
# Get 2's complement of 32 bit unsigned integer
def check_msb_32(num):
msb = 1 << (NO_OF_32BITS - 1)
# If msb = 1 , then take 2's complement of the number
if num & msb:
num = ~num + 1
return num
# Get 2's complement of 64 bit unsigned integer
def check_msb_64(num):
msb = 1 << (NO_OF_64BITS - 1)
# If msb = 1 , then take 2's complement of the number
if num & msb:
num = ~num + 1
return num
def amdsmi_get_hsmp_metrics_table(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
mtbl = amdsmi_wrapper.amdsmi_hsmp_metrics_table_t()
# Encodings for the metric table defined for hsmp
fraction_q10 = 1 / math.pow(2, 10)
fraction_uq10 = fraction_q10
fraction_uq16 = 1 / math.pow(2, 16)
_check_res(
amdsmi_wrapper.amdsmi_get_hsmp_metrics_table(
processor_handle, mtbl
)
)
rawtime = int(mtbl.timestamp)
rawtime = time()
timeinfo = localtime(rawtime)
return {
"mtbl_accumulation_counter": mtbl.accumulation_counter,
"mtbl_max_socket_temperature": f"{round(check_msb_32(mtbl.max_socket_temperature) * fraction_q10 ,3)} °C",
"mtbl_max_vr_temperature": f"{round(check_msb_32(mtbl.max_vr_temperature) * fraction_q10 ,3)} °C",
"mtbl_max_hbm_temperature": f"{round(check_msb_32(mtbl.max_hbm_temperature) * fraction_q10 ,3)} °C",
"mtbl_max_socket_temperature_acc": f"{round(check_msb_64(mtbl.max_socket_temperature_acc) * fraction_q10 ,3)} °C",
"mtbl_max_vr_temperature_acc": f"{round(check_msb_64(mtbl.max_vr_temperature_acc) * fraction_q10 ,3)} °C",
"mtbl_max_hbm_temperature_acc": f"{round(check_msb_64(mtbl.max_hbm_temperature_acc) * fraction_q10 ,3)} °C",
"mtbl_socket_power_limit": f"{round(mtbl.socket_power_limit * fraction_uq10 ,3)} W",
"mtbl_max_socket_power_limit": f"{round(mtbl.max_socket_power_limit * fraction_uq10 ,3)} W",
"mtbl_socket_power": f"{round(mtbl.socket_power * fraction_uq10 ,3)} W",
"mtbl_timestamp_raw": mtbl.timestamp,
"mtbl_timestamp_readable": f"{asctime(timeinfo)}",
"mtbl_socket_energy_acc": f"{round((mtbl.socket_energy_acc * fraction_uq16)/KILO ,3)} kJ",
"mtbl_ccd_energy_acc": f"{round((mtbl.ccd_energy_acc * fraction_uq16)/KILO ,3)} kJ",
"mtbl_xcd_energy_acc": f"{round((mtbl.xcd_energy_acc * fraction_uq16)/KILO ,3)} kJ",
"mtbl_aid_energy_acc": f"{round((mtbl.aid_energy_acc * fraction_uq16)/KILO ,3)} kJ",
"mtbl_hbm_energy_acc": f"{round((mtbl.hbm_energy_acc * fraction_uq16)/KILO ,3)} kJ",
"mtbl_cclk_frequency_limit": f"{round(mtbl.cclk_frequency_limit * fraction_uq10 ,3)} GHz",
"mtbl_gfxclk_frequency_limit": f"{round(mtbl.gfxclk_frequency_limit * fraction_uq10 ,3)} MHz",
"mtbl_fclk_frequency": f"{round(mtbl.fclk_frequency * fraction_uq10 ,3)} MHz",
"mtbl_uclk_frequency": f"{round(mtbl.uclk_frequency * fraction_uq10 ,3)} MHz",
"mtbl_socclk_frequency": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.socclk_frequency)]} MHz",
"mtbl_vclk_frequency": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.vclk_frequency)]} MHz",
"mtbl_dclk_frequency": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.dclk_frequency)]} MHz",
"mtbl_lclk_frequency": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.lclk_frequency)]} MHz",
"mtbl_fclk_frequency_table": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.fclk_frequency_table)]} MHz",
"mtbl_uclk_frequency_table": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.uclk_frequency_table)]} MHz",
"mtbl_socclk_frequency_table": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.socclk_frequency_table)]} MHz",
"mtbl_vclk_frequency_table": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.vclk_frequency_table)]} MHz",
"mtbl_dclk_frequency_table": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.dclk_frequency_table)]} MHz",
"mtbl_lclk_frequency_table": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.lclk_frequency_table)]} MHz",
"mtbl_cclk_frequency_acc": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.cclk_frequency_acc)]} GHz",
"mtbl_gfxclk_frequency_acc": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.gfxclk_frequency_acc)]} MHz",
"mtbl_gfxclk_frequency": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.gfxclk_frequency)]} MHz",
"mtbl_max_cclk_frequency": f"{round(mtbl.max_cclk_frequency * fraction_uq10 ,3)} GHz",
"mtbl_min_cclk_frequency": f"{round(mtbl.min_cclk_frequency * fraction_uq10 ,3)} GHz",
"mtbl_max_gfxclk_frequency": f"{round(mtbl.max_gfxclk_frequency * fraction_uq10 ,3)} MHz",
"mtbl_min_gfxclk_frequency": f"{round(mtbl.min_gfxclk_frequency * fraction_uq10 ,3)} MHz",
"mtbl_max_lclk_dpm_range": mtbl.max_lclk_dpm_range,
"mtbl_min_lclk_dpm_range": mtbl.min_lclk_dpm_range,
"mtbl_xgmi_width": round(mtbl.xgmi_width * fraction_uq10 ,3),
"mtbl_xgmi_bitrate": f"{round(mtbl.xgmi_bitrate * fraction_uq10 ,3)} Gbps",
"mtbl_xgmi_read_bandwidth_acc": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.xgmi_read_bandwidth_acc)]} Gbps",
"mtbl_xgmi_write_bandwidth_acc": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.xgmi_write_bandwidth_acc)]} Gbps",
"mtbl_socket_c0_residency": f"{round(mtbl.socket_c0_residency * fraction_uq10 ,3)} %",
"mtbl_socket_gfx_busy": f"{round(mtbl.socket_gfx_busy * fraction_uq10 ,3)} %",
"mtbl_hbm_bandwidth_utilization": f"{round(mtbl.dram_bandwidth_utilization * fraction_uq10 ,3)} %",
"mtbl_socket_c0_residency_acc": round(mtbl.socket_c0_residency_acc * fraction_uq10 ,3),
"mtbl_socket_gfx_busy_acc": round(mtbl.socket_gfx_busy_acc * fraction_uq10 ,3),
"mtbl_hbm_bandwidth_acc": f"{round(mtbl.dram_bandwidth_acc * fraction_uq10 ,3)} Gbps",
"mtbl_max_hbm_bandwidth": f"{round(mtbl.max_dram_bandwidth * fraction_uq10 ,3)} Gbps",
"mtbl_dram_bandwidth_utilization_acc": round(mtbl.dram_bandwidth_utilization_acc * fraction_uq10 ,3),
"mtbl_pcie_bandwidth_acc": f"{[round(x*fraction_uq10 ,3) for x in list(mtbl.pcie_bandwidth_acc)]} Gbps",
"mtbl_prochot_residency_acc": mtbl.prochot_residency_acc,
"mtbl_ppt_residency_acc": mtbl.ppt_residency_acc,
"mtbl_socket_thm_residency_acc": mtbl.socket_thm_residency_acc,
"mtbl_vr_thm_residency_acc": mtbl.vr_thm_residency_acc,
"mtbl_hbm_thm_residency_acc": mtbl.hbm_thm_residency_acc,
}
def amdsmi_first_online_core_on_cpu_socket(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
pcore_ind = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_first_online_core_on_cpu_socket(
processor_handle, ctypes.byref(pcore_ind))
)
return pcore_ind.value
def amdsmi_get_cpu_family():
family = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_family(ctypes.byref(family))
)
return family.value
def amdsmi_get_cpu_model():
model = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_model(ctypes.byref(model))
)
return model.value
def amdsmi_get_cpu_model_name(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
cpu_info = amdsmi_wrapper.amdsmi_cpu_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_model_name(
processor_handle, cpu_info
)
)
return f"{cpu_info.model_name}"
def amdsmi_get_cpu_cores_per_socket(sock_count: ctypes.c_uint32):
cps = amdsmi_wrapper.amdsmi_sock_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_cores_per_socket(sock_count, cps)
)
return {"socket_id": cps.socket_id,
"cores_per_socket": cps.cores_per_socket
}
def amdsmi_get_cpu_socket_count():
sock_count = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_socket_count(ctypes.byref(sock_count))
)
return sock_count.value
def amdsmi_init(flag=AmdSmiInitFlags.INIT_AMD_GPUS):
if not isinstance(flag, AmdSmiInitFlags):
raise AmdSmiParameterException(flag, AmdSmiInitFlags)
_check_res(amdsmi_wrapper.amdsmi_init(flag))
def amdsmi_shut_down():
_check_res(amdsmi_wrapper.amdsmi_shut_down())
def amdsmi_get_processor_type(
processor_handle: processor_handle_t,
) -> Dict[str, str]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
dev_type = amdsmi_wrapper.processor_type_t()
_check_res(
amdsmi_wrapper.amdsmi_get_processor_type(
processor_handle, ctypes.byref(dev_type))
)
return {
"processor_type": AmdSmiProcessorType(dev_type.value).name
}
def amdsmi_get_gpu_device_bdf(processor_handle: processor_handle_t) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
bdf_info = amdsmi_wrapper.amdsmi_bdf_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_device_bdf(
processor_handle, ctypes.byref(bdf_info))
)
return _format_bdf(bdf_info)
def amdsmi_get_gpu_device_uuid(processor_handle: processor_handle_t) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
uuid = ctypes.create_string_buffer(AMDSMI_GPU_UUID_SIZE)
uuid_length = ctypes.c_uint32()
uuid_length.value = AMDSMI_GPU_UUID_SIZE
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_device_uuid(
processor_handle, ctypes.byref(uuid_length), uuid
)
)
return uuid.value.decode("utf-8")
def amdsmi_get_gpu_enumeration_info(processor_handle: processor_handle_t) -> Dict[str, Any]:
"""
Retrieves GPU enumeration information including DRM card ID, DRM render ID, HIP ID, and HIP UUID.
Parameters:
processor_handle (amdsmi_processor_handle_t): The processor handle.
Returns:
Dict[str, Any]: A dictionary containing the retrieved enumeration information.
Raises:
AmdSmiParameterException: If the input parameters are invalid.
"""
# Validate the processor handle
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
# Create an instance of the enumeration info struct
enumeration_info = amdsmi_wrapper.amdsmi_enumeration_info_t()
# Call the C function to populate the struct
status = amdsmi_wrapper.amdsmi_get_gpu_enumeration_info(processor_handle, ctypes.byref(enumeration_info))
# Validate the status result
_check_res(status)
# Convert the struct fields into a dictionary and return
enumeration_info = {
"drm_render": _validate_if_max_uint(enumeration_info.drm_render, MaxUIntegerTypes.UINT32_T),
"drm_card": _validate_if_max_uint(enumeration_info.drm_card, MaxUIntegerTypes.UINT32_T),
"hsa_id": _validate_if_max_uint(enumeration_info.hsa_id, MaxUIntegerTypes.UINT32_T),
"hip_id": _validate_if_max_uint(enumeration_info.hip_id, MaxUIntegerTypes.UINT32_T),
"hip_uuid": enumeration_info.hip_uuid.decode('utf-8')
}
return enumeration_info
def amdsmi_get_cpu_affinity_with_scope(
processor_handle: processor_handle_t,
scope: AmdSmiAffinityScope
) -> List[int]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(scope, AmdSmiAffinityScope):
raise AmdSmiParameterException(scope, AmdSmiAffinityScope)
socket_count = amdsmi_get_cpu_socket_count()
sock_info = amdsmi_get_cpu_cores_per_socket(socket_count)
core_count = sock_info['cores_per_socket']
size = ctypes.c_uint32(0)
size = (socket_count * core_count)/ (ctypes.sizeof(ctypes.c_uint64) * 8)
size = int(math.ceil(size))
size = ctypes.c_uint32(size)
cpu_set = (ctypes.c_uint64 * size.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_cpu_affinity_with_scope(
processor_handle, size, cpu_set, scope)
)
return cpu_set
def amdsmi_get_gpu_asic_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
asic_info_struct = amdsmi_wrapper.amdsmi_asic_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_asic_info(
processor_handle, ctypes.byref(asic_info_struct))
)
market_name = _pad_hex_value(asic_info_struct.market_name.decode("utf-8"), 4)
target_graphics_version = hex(asic_info_struct.target_graphics_version)[2:]
subsystem_id = _validate_if_max_uint(asic_info_struct.subsystem_id, MaxUIntegerTypes.UINT32_T)
subvendor_id = _validate_if_max_uint(asic_info_struct.subvendor_id, MaxUIntegerTypes.UINT32_T)
if isinstance(subsystem_id, int):
subsystem_id = _pad_hex_value(hex(subsystem_id), 4)
if isinstance(subvendor_id, int):
subvendor_id = _pad_hex_value(hex(subvendor_id), 4)
asic_info = {
"market_name": market_name,
"vendor_id": asic_info_struct.vendor_id,
"vendor_name": asic_info_struct.vendor_name.decode("utf-8"),
"subvendor_id": subvendor_id,
"device_id": asic_info_struct.device_id,
"rev_id": _pad_hex_value(hex(asic_info_struct.rev_id), 2),
"asic_serial": asic_info_struct.asic_serial.decode("utf-8"),
"oam_id": _validate_if_max_uint(asic_info_struct.oam_id, MaxUIntegerTypes.UINT32_T),
"num_compute_units": _validate_if_max_uint(asic_info_struct.num_of_compute_units, MaxUIntegerTypes.UINT32_T),
"target_graphics_version": "gfx" + target_graphics_version,
"subsystem_id": subsystem_id,
"flags": asic_info_struct.flags
}
string_values = ["market_name", "vendor_name"]
for value in string_values:
if not asic_info[value]:
asic_info[value] = "N/A"
hex_values = ["vendor_id", "device_id"]
for value in hex_values:
if asic_info[value]:
asic_info[value] = hex(asic_info[value])
else:
asic_info[value] = "N/A"
# Convert asic serial (hex string) to hex output format
if asic_info["asic_serial"]:
asic_serial_string = asic_info["asic_serial"]
asic_serial_hex = int(asic_serial_string, base=16)
asic_info["asic_serial"] = str.format("0x{:016X}", asic_serial_hex)
else:
asic_info["asic_serial"] = "N/A"
# Remove commas from vendor name for clean output
asic_info["vendor_name"] = asic_info["vendor_name"].replace(',', '')
return asic_info
def amdsmi_get_gpu_kfd_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
kfd_info_struct = amdsmi_wrapper.amdsmi_kfd_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_kfd_info(
processor_handle, ctypes.byref(kfd_info_struct))
)
kfd_info = {
"kfd_id": _validate_if_max_uint(kfd_info_struct.kfd_id, MaxUIntegerTypes.UINT64_T),
"node_id": _validate_if_max_uint(kfd_info_struct.node_id, MaxUIntegerTypes.UINT32_T),
"current_partition_id": _validate_if_max_uint(kfd_info_struct.current_partition_id, MaxUIntegerTypes.UINT32_T)
}
return kfd_info
def amdsmi_get_supported_power_cap(
processor_handle: processor_handle_t) ->Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
CONST_AMDSMI_MAX_POWER_SENSORS = 2
sensor_count = ctypes.c_uint32()
sensor_ind = (ctypes.c_uint32 * CONST_AMDSMI_MAX_POWER_SENSORS)()
sensor_types = (amdsmi_wrapper.amdsmi_power_cap_type_t * CONST_AMDSMI_MAX_POWER_SENSORS)()
_check_res(
amdsmi_wrapper.amdsmi_get_supported_power_cap(
processor_handle, ctypes.byref(sensor_count), sensor_ind, sensor_types
)
)
return {
"sensor_inds": [sensor_ind[i] for i in range(sensor_count.value)],
"sensor_types": [AmdSmiPowerCapType(sensor_types[i]) for i in range(sensor_count.value)]
}
def amdsmi_get_power_cap_info(
processor_handle: processor_handle_t,
sensor_ind: int = AmdSmiPowerCapType.PPT0
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
power_cap_info = amdsmi_wrapper.amdsmi_power_cap_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_power_cap_info(
processor_handle, sensor_ind, ctypes.byref(power_cap_info)
)
)
return {"power_cap": power_cap_info.power_cap,
"default_power_cap": power_cap_info.default_power_cap,
"dpm_cap": power_cap_info.dpm_cap,
"min_power_cap": power_cap_info.min_power_cap,
"max_power_cap": power_cap_info.max_power_cap}
def _get_name_value(num, data) -> List[Dict[str, int]]:
"""
Extracts a list of name-value pairs from a ctypes array buffer.
This function works around a ctypes array issue where direct field access
to the `amdsmi_name_value_t` structure is unreliable. Instead, it uses
memory operations to extract the 'name' (a 64-byte char array) and 'value'
(a uint64) from each structure in the array.
Parameters:
num (ctypes.c_uint32): Number of elements in the array.
data (ctypes.c_void_p): Pointer to the start of the array buffer containing
`amdsmi_name_value_t` structures.
Returns:
List[Dict[str, int]]: A list of dictionaries, each with keys 'name' (str)
and 'value' (int) extracted from the buffer.
Workaround:
Direct access to the fields of the ctypes array is broken, so the function
uses memory alignment and pointer arithmetic to extract the fields manually.
"""
# Work around ctypes array issue by using memory access
# Use 4 byte alignment for amdsmi_name_value_t.name char array, 64=256/4
# Use 8 bytes for amdsmi_name_value_t.value uint64
aligned_name_size = int(AMDSMI_MAX_STRING_LENGTH / 4)
value_size_bytes = 8
struct_alignment = aligned_name_size + value_size_bytes
# Access name,value field using memory operations since direct access is broken
struct_ptr = ctypes.cast(data, ctypes.POINTER(ctypes.c_char * struct_alignment))
results = []
for i in range(num.value):
# Offset into structure array
current_struct = struct_ptr[i]
# Cast address for name member with max chars to read
name_ptr = ctypes.cast(ctypes.addressof(current_struct), ctypes.POINTER(ctypes.c_char * AMDSMI_MAX_STRING_LENGTH))
# Data buffer in bytes
name_bytes = ctypes.string_at(name_ptr.contents)
# Get string
name_str = name_bytes.rstrip(b'\x00').decode('utf-8', errors='replace')
# Address for value member
addr_value = ctypes.addressof(current_struct) + struct_alignment
# Cast data buffer to a uint64
int64_ptr = ctypes.cast(addr_value, ctypes.POINTER(ctypes.c_uint64))
# Get value
value = int64_ptr.contents.value
item = {
'name': name_str,
'value': value
}
results.append(item)
return results
def amdsmi_get_gpu_pm_metrics_info(
processor_handle: processor_handle_t,
) -> List[Dict[str, Any]]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
pm_metrics = POINTER(amdsmi_wrapper.amdsmi_name_value_t)()
num_mets = ctypes.c_uint32(0)
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_pm_metrics_info(
processor_handle, ctypes.byref(pm_metrics), ctypes.byref(num_mets)
)
)
results = _get_name_value(num_mets, pm_metrics)
# Free the allocated memory
amdsmi_wrapper.amdsmi_free_name_value_pairs(pm_metrics)
return results
def amdsmi_get_gpu_reg_table_info(
processor_handle: processor_handle_t, reg_type: AmdSmiRegType
) -> List[Dict[str, Any]]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(reg_type, AmdSmiRegType):
raise AmdSmiParameterException(reg_type, AmdSmiRegType)
reg_metrics = POINTER(amdsmi_wrapper.amdsmi_name_value_t)()
num_regs = ctypes.c_uint32(0)
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_reg_table_info(
processor_handle, reg_type, ctypes.byref(reg_metrics), ctypes.byref(num_regs)
)
)
results = _get_name_value(num_regs, reg_metrics)
# Free the allocated memory
amdsmi_wrapper.amdsmi_free_name_value_pairs(reg_metrics)
return results
def amdsmi_get_gpu_vram_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
vram_info = amdsmi_wrapper.amdsmi_vram_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_vram_info(
processor_handle, ctypes.byref(vram_info))
)
return {
"vram_type": vram_info.vram_type,
"vram_vendor": vram_info.vram_vendor.decode("utf-8"),
"vram_size": vram_info.vram_size,
"vram_bit_width": _validate_if_max_uint(vram_info.vram_bit_width, MaxUIntegerTypes.UINT32_T),
"vram_max_bandwidth": _validate_if_max_uint(vram_info.vram_max_bandwidth, MaxUIntegerTypes.UINT64_T),
}
def amdsmi_get_gpu_xgmi_link_status(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
status_info = amdsmi_wrapper.amdsmi_xgmi_link_status_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_xgmi_link_status(
processor_handle, ctypes.byref(status_info))
)
link_status = []
count = 0
for link in status_info.status:
if count == status_info.total_links:
break
if amdsmi_wrapper.amdsmi_xgmi_link_status_type_t__enumvalues[link] == 'AMDSMI_XGMI_LINK_DISABLE': # XGMI link is disabled
link_status.append("X")
elif amdsmi_wrapper.amdsmi_xgmi_link_status_type_t__enumvalues[link] == 'AMDSMI_XGMI_LINK_UP': # XGMI Link is up
link_status.append("U")
elif amdsmi_wrapper.amdsmi_xgmi_link_status_type_t__enumvalues[link] == 'AMDSMI_XGMI_LINK_DOWN': # XGMI Link is down
link_status.append("D")
else:
link_status.append("N/A")
count += 1
return_dict = {
"status" : link_status,
"total_links": status_info.total_links,
}
return return_dict
def amdsmi_get_gpu_cache_info(
processor_handle: processor_handle_t,
) -> Dict[str, List]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
cache_info_struct = amdsmi_wrapper.amdsmi_gpu_cache_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_cache_info(
processor_handle, ctypes.byref(cache_info_struct))
)
cache_info_list = []
for cache_index in range(cache_info_struct.num_cache_types):
# Put cache_properties at the start of the dictionary for readability
cache_dict = {
"cache_properties": [], # This will be a list of strings
"cache_size": cache_info_struct.cache[cache_index].cache_size,
"cache_level": cache_info_struct.cache[cache_index].cache_level,
"max_num_cu_shared": cache_info_struct.cache[cache_index].max_num_cu_shared,
"num_cache_instance": cache_info_struct.cache[cache_index].num_cache_instance
}
# Check against cache properties bitmask
cache_properties = cache_info_struct.cache[cache_index].cache_properties
data_cache = cache_properties & amdsmi_wrapper.AMDSMI_CACHE_PROPERTY_DATA_CACHE
inst_cache = cache_properties & amdsmi_wrapper.AMDSMI_CACHE_PROPERTY_INST_CACHE
cpu_cache = cache_properties & amdsmi_wrapper.AMDSMI_CACHE_PROPERTY_CPU_CACHE
simd_cache = cache_properties & amdsmi_wrapper.AMDSMI_CACHE_PROPERTY_SIMD_CACHE
cache_properties_status = [data_cache, inst_cache, cpu_cache, simd_cache]
cache_property_list = []
for cache_property in cache_properties_status:
if cache_property:
property_name = amdsmi_wrapper.amdsmi_cache_property_type_t__enumvalues[cache_property]
property_name = property_name.replace("AMDSMI_CACHE_PROPERTY_", "")
cache_property_list.append(property_name)
cache_dict["cache_properties"] = cache_property_list
cache_info_list.append(cache_dict)
if not cache_info_list:
raise AmdSmiLibraryException(amdsmi_wrapper.AMDSMI_STATUS_NO_DATA)
return {
"cache": cache_info_list
}
def amdsmi_get_gpu_vbios_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
vbios_info = amdsmi_wrapper.amdsmi_vbios_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_vbios_info(
processor_handle, ctypes.byref(vbios_info))
)
boot_firmware = vbios_info.boot_firmware.decode("utf-8")
if boot_firmware == "":
boot_firmware = "N/A"
return {
"name": vbios_info.name.decode("utf-8"),
"build_date": vbios_info.build_date.decode("utf-8"),
"part_number": vbios_info.part_number.decode("utf-8"),
"version": vbios_info.version.decode("utf-8"),
"boot_firmware": boot_firmware,
}
def amdsmi_get_gpu_activity(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
engine_usage = amdsmi_wrapper.amdsmi_engine_usage_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_activity(
processor_handle, ctypes.byref(engine_usage)
)
)
activity_dict = {
"gfx_activity": engine_usage.gfx_activity,
"umc_activity": engine_usage.umc_activity,
"mm_activity": engine_usage.mm_activity,
}
for key, value in activity_dict.items():
if value == 0xFFFF:
activity_dict[key] = "N/A"
return activity_dict
def amdsmi_get_clock_info(
processor_handle: processor_handle_t,
clock_type: AmdSmiClkType,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(clock_type, AmdSmiClkType):
raise AmdSmiParameterException(clock_type, AmdSmiClkType)
clock_measure = amdsmi_wrapper.amdsmi_clk_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_clock_info(
processor_handle,
clock_type,
ctypes.byref(clock_measure),
)
)
dict_ret = {
"clk": _validate_if_max_uint(clock_measure.clk, MaxUIntegerTypes.UINT32_T),
"min_clk": _validate_if_max_uint(clock_measure.min_clk, MaxUIntegerTypes.UINT32_T),
"max_clk": _validate_if_max_uint(clock_measure.max_clk, MaxUIntegerTypes.UINT32_T),
"clk_locked": _validate_if_max_uint(clock_measure.clk_locked, MaxUIntegerTypes.UINT8_T, isBool=True),
"clk_deep_sleep" : _validate_if_max_uint(clock_measure.clk_deep_sleep, MaxUIntegerTypes.UINT8_T),
}
return dict_ret
def amdsmi_get_gpu_bad_page_info(
processor_handle: processor_handle_t,
) -> List[Dict[str, Any]]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
num_pages = ctypes.c_uint32()
nullptr = POINTER(amdsmi_wrapper.amdsmi_retired_page_record_t)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_bad_page_info(
processor_handle, ctypes.byref(num_pages), nullptr
)
)
if num_pages.value == 0:
return []
bad_pages_array_type = amdsmi_wrapper.amdsmi_retired_page_record_t * num_pages.value
bad_pages = bad_pages_array_type()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_bad_page_info(
processor_handle, ctypes.byref(num_pages), bad_pages
)
)
return _format_bad_page_info(bad_pages, num_pages)
def amdsmi_get_gpu_bad_page_threshold(
processor_handle: processor_handle_t,
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
threshold = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_bad_page_threshold(
processor_handle, ctypes.byref(threshold)
)
)
return threshold.value
def amdsmi_get_violation_status(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
violation_status = amdsmi_wrapper.amdsmi_violation_status_t()
_check_res(
amdsmi_wrapper.amdsmi_get_violation_status(
processor_handle, ctypes.byref(violation_status))
)
dict_return = {
"reference_timestamp": _validate_if_max_uint(violation_status.reference_timestamp, MaxUIntegerTypes.UINT64_T),
"violation_timestamp": _validate_if_max_uint(violation_status.violation_timestamp, MaxUIntegerTypes.UINT64_T),
"acc_counter": _validate_if_max_uint(violation_status.acc_counter, MaxUIntegerTypes.UINT64_T),
"acc_prochot_thrm": _validate_if_max_uint(violation_status.acc_prochot_thrm, MaxUIntegerTypes.UINT64_T),
"acc_ppt_pwr": _validate_if_max_uint(violation_status.acc_ppt_pwr, MaxUIntegerTypes.UINT64_T), #PVIOL
"acc_socket_thrm": _validate_if_max_uint(violation_status.acc_socket_thrm, MaxUIntegerTypes.UINT64_T), #TVIOL
"acc_vr_thrm": _validate_if_max_uint(violation_status.acc_vr_thrm, MaxUIntegerTypes.UINT64_T),
"acc_hbm_thrm": _validate_if_max_uint(violation_status.acc_hbm_thrm, MaxUIntegerTypes.UINT64_T),
"acc_gfx_clk_below_host_limit": _validate_if_max_uint(violation_status.acc_gfx_clk_below_host_limit, MaxUIntegerTypes.UINT64_T),
"acc_gfx_clk_below_host_limit_pwr": list(violation_status.acc_gfx_clk_below_host_limit_pwr),
"acc_gfx_clk_below_host_limit_thm": list(violation_status.acc_gfx_clk_below_host_limit_thm),
"acc_gfx_clk_below_host_limit_total": list(violation_status.acc_gfx_clk_below_host_limit_total),
"acc_low_utilization": list(violation_status.acc_low_utilization),
"per_prochot_thrm": _validate_if_max_uint(violation_status.per_prochot_thrm, MaxUIntegerTypes.UINT64_T, isActivity=True),
"per_ppt_pwr": _validate_if_max_uint(violation_status.per_ppt_pwr, MaxUIntegerTypes.UINT64_T, isActivity=True), #PVIOL
"per_socket_thrm": _validate_if_max_uint(violation_status.per_socket_thrm, MaxUIntegerTypes.UINT64_T, isActivity=True), #TVIOL
"per_vr_thrm": _validate_if_max_uint(violation_status.per_vr_thrm, MaxUIntegerTypes.UINT64_T, isActivity=True),
"per_hbm_thrm": _validate_if_max_uint(violation_status.per_hbm_thrm, MaxUIntegerTypes.UINT64_T, isActivity=True),
"per_gfx_clk_below_host_limit": _validate_if_max_uint(violation_status.per_gfx_clk_below_host_limit, MaxUIntegerTypes.UINT64_T, isActivity=True),
"per_gfx_clk_below_host_limit_pwr": list(violation_status.per_gfx_clk_below_host_limit_pwr),
"per_gfx_clk_below_host_limit_thm": list(violation_status.per_gfx_clk_below_host_limit_thm),
"per_gfx_clk_below_host_limit_total": list(violation_status.per_gfx_clk_below_host_limit_total),
"per_low_utilization": list(violation_status.per_low_utilization),
"active_prochot_thrm": _validate_if_max_uint(violation_status.active_prochot_thrm, MaxUIntegerTypes.UINT8_T, isBool=True),
"active_ppt_pwr": _validate_if_max_uint(violation_status.active_ppt_pwr, MaxUIntegerTypes.UINT8_T, isBool=True), #PVIOL
"active_socket_thrm": _validate_if_max_uint(violation_status.active_socket_thrm, MaxUIntegerTypes.UINT8_T, isBool=True), #TVIOL
"active_vr_thrm": _validate_if_max_uint(violation_status.active_vr_thrm, MaxUIntegerTypes.UINT8_T, isBool=True),
"active_hbm_thrm": _validate_if_max_uint(violation_status.active_hbm_thrm, MaxUIntegerTypes.UINT8_T, isBool=True),
"active_gfx_clk_below_host_limit": _validate_if_max_uint(violation_status.active_gfx_clk_below_host_limit, MaxUIntegerTypes.UINT8_T, isBool=True),
"active_gfx_clk_below_host_limit_pwr": list(violation_status.active_gfx_clk_below_host_limit_pwr),
"active_gfx_clk_below_host_limit_thm": list(violation_status.active_gfx_clk_below_host_limit_thm),
"active_gfx_clk_below_host_limit_total": list(violation_status.active_gfx_clk_below_host_limit_total),
"active_low_utilization": list(violation_status.active_low_utilization),
}
# Create 2d array with each XCD's stats
if 'acc_gfx_clk_below_host_limit_pwr' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['acc_gfx_clk_below_host_limit_pwr']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
dict_return['acc_gfx_clk_below_host_limit_pwr'][xcp_index] = xcp_detail
if 'acc_gfx_clk_below_host_limit_thm' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['acc_gfx_clk_below_host_limit_thm']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
dict_return['acc_gfx_clk_below_host_limit_thm'][xcp_index] = xcp_detail
if 'acc_low_utilization' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['acc_low_utilization']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
dict_return['acc_low_utilization'][xcp_index] = xcp_detail
if 'acc_gfx_clk_below_host_limit_total' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['acc_gfx_clk_below_host_limit_total']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
dict_return['acc_gfx_clk_below_host_limit_total'][xcp_index] = xcp_detail
if 'per_gfx_clk_below_host_limit_pwr' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['per_gfx_clk_below_host_limit_pwr']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T, isActivity=True))
dict_return['per_gfx_clk_below_host_limit_pwr'][xcp_index] = xcp_detail
if 'per_gfx_clk_below_host_limit_thm' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['per_gfx_clk_below_host_limit_thm']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T, isActivity=True))
dict_return['per_gfx_clk_below_host_limit_thm'][xcp_index] = xcp_detail
if 'per_low_utilization' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['per_low_utilization']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T, isActivity=True))
dict_return['per_low_utilization'][xcp_index] = xcp_detail
if 'per_gfx_clk_below_host_limit_total' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['per_gfx_clk_below_host_limit_total']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T, isActivity=True))
dict_return['per_gfx_clk_below_host_limit_total'][xcp_index] = xcp_detail
if 'active_gfx_clk_below_host_limit_pwr' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['active_gfx_clk_below_host_limit_pwr']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT8_T, isBool=True))
dict_return['active_gfx_clk_below_host_limit_pwr'][xcp_index] = xcp_detail
if 'active_gfx_clk_below_host_limit_thm' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['active_gfx_clk_below_host_limit_thm']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT8_T, isBool=True))
dict_return['active_gfx_clk_below_host_limit_thm'][xcp_index] = xcp_detail
if 'active_low_utilization' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['active_low_utilization']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT8_T, isBool=True))
dict_return['active_low_utilization'][xcp_index] = xcp_detail
if 'active_gfx_clk_below_host_limit_total' in dict_return:
for xcp_index, xcp_metrics in enumerate(dict_return['active_gfx_clk_below_host_limit_total']):
xcp_detail = []
for val in xcp_metrics:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT8_T, isBool=True))
dict_return['active_gfx_clk_below_host_limit_total'][xcp_index] = xcp_detail
return dict_return
def amdsmi_get_gpu_total_ecc_count(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
ec = amdsmi_wrapper.amdsmi_error_count_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_total_ecc_count(
processor_handle, ctypes.byref(ec)
)
)
return {
"correctable_count": ec.correctable_count,
"uncorrectable_count": ec.uncorrectable_count,
"deferred_count": ec.deferred_count,
}
def amdsmi_get_gpu_cper_entries(
processor_handle: processor_handle_t,
severity_mask: int,
buffer_size: int = 4 * 1048576,
cursor: int = 0
) -> Tuple[Dict[str, Any], int, List[Dict[str, Any]], int]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(severity_mask, int):
raise AmdSmiParameterException(severity_mask, int)
if not isinstance(buffer_size, int):
raise AmdSmiParameterException(buffer_size, int)
if not isinstance(cursor, int):
raise AmdSmiParameterException(cursor, int)
# Allocate a buffer for CPER data.
buf = ctypes.create_string_buffer(buffer_size)
buf_size = ctypes.c_uint64(buffer_size)
num_cper_hdrs = 20
entry_count = ctypes.c_uint64(num_cper_hdrs)
cur = ctypes.c_uint64(cursor)
# Allocate a pointer for the CPER header array.
cper_hdrs_array = (ctypes.POINTER(amdsmi_wrapper.amdsmi_cper_hdr_t) * num_cper_hdrs)()
cper_hdrs = ctypes.cast(cper_hdrs_array, ctypes.POINTER(ctypes.POINTER(amdsmi_wrapper.amdsmi_cper_hdr_t)))
# Call the underlying AMD-SMI API.
status_code = amdsmi_wrapper.amdsmi_get_gpu_cper_entries(
processor_handle,
ctypes.c_uint32(severity_mask),
buf,
ctypes.byref(buf_size),
cper_hdrs,
ctypes.byref(entry_count),
ctypes.byref(cur)
)
if status_code not in {amdsmi_wrapper.AMDSMI_STATUS_SUCCESS, amdsmi_wrapper.AMDSMI_STATUS_MORE_DATA}:
raise AmdSmiLibraryException(status_code)
entries = {}
cper_data = []
offset = 0
# Iterate over each entry using its variable record_length.
for i in range(entry_count.value):
entry_address = ctypes.addressof(buf) + offset
entry_ptr = ctypes.cast(entry_address, POINTER(amdsmi_wrapper.amdsmi_cper_hdr_t))
# Extract the raw bytes and size of the entry.
cper_data.append({
"bytes": list((entry_ptr.contents.record_length * ctypes.c_byte).from_address(entry_address)),
"size": entry_ptr.contents.record_length
})
# Extract the timestamp fields.
year = entry_ptr.contents.timestamp.year
if year < 100: # Adjust the year if it's less than 100.
year += 2000
formatted_timestamp = (
f"{year:04d}/"
f"{entry_ptr.contents.timestamp.month:02d}/"
f"{entry_ptr.contents.timestamp.day:02d} "
f"{entry_ptr.contents.timestamp.hours:02d}:"
f"{entry_ptr.contents.timestamp.minutes:02d}:"
f"{entry_ptr.contents.timestamp.seconds:02d}"
)
serial_number = ""
if isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
try:
board_info = amdsmi_get_gpu_board_info(processor_handle)
serial_number = board_info.get('product_serial', "")
except Exception:
serial_number = ""
# Create a dictionary for the CPER entry.
cper_entry = {
"error_severity": amdsmi_wrapper.amdsmi_cper_sev_t__enumvalues.get(
entry_ptr.contents.error_severity, "AMDSMI_CPER_SEV_UNUSED"
).replace("AMDSMI_CPER_SEV_", "").lower(),
"notify_type": _notifyTypeToString(entry_ptr.contents.notify_type.b),
"timestamp": formatted_timestamp,
"signature": entry_ptr.contents.signature,
"revision": entry_ptr.contents.revision,
"signature_end": hex(entry_ptr.contents.signature_end),
"sec_cnt": entry_ptr.contents.sec_cnt,
"record_length": entry_ptr.contents.record_length,
"serial_number": serial_number,
"platform_id": entry_ptr.contents.platform_id,
"creator_id": entry_ptr.contents.creator_id,
"record_id": entry_ptr.contents.record_id,
"flags": entry_ptr.contents.flags,
"persistence_info": entry_ptr.contents.persistence_info,
#"reserved" : entry_ptr.contents.reserved
#"cper_valid_bit" : entry_ptr.contents.cper_valid_bits,
#"partition_id" : entry_ptr.contents.partition_id,
}
entries[i] = cper_entry.copy()
offset += entry_ptr.contents.record_length # Use the actual record length to advance the offset.
return entries, cur.value, cper_data, status_code
def amdsmi_get_afids_from_cper(
cper_afid_data: bytes
) -> Tuple[List[int], int]:
"""
Extract AFIDs from a CPER blob.
Args:
cper_afid_data: raw bytes of a single CPER record.
Returns:
Tuple[List[int], int]: A tuple containing:
- A list of extracted AFIDs.
- The total count of AFIDs.
"""
cper_records = []
# Normalize single blob into a list of records
if isinstance(cper_afid_data, bytes):
cper_records = [{
"bytes": list(cper_afid_data),
"size": len(cper_afid_data)
}]
elif isinstance(cper_afid_data, List[Dict[str, Any]]):
cper_records = cper_afid_data
else:
raise AmdSmiParameterException(cper_afid_data, bytes)
all_afids: List[int] = []
for record in cper_records:
if isinstance(record, dict) and "bytes" in record and "size" in record:
raw_bytes = bytes(record["bytes"])
record_size = record["size"]
else:
raise AmdSmiParameterException(record,
"dict with keys 'bytes' and 'size' or bytes/bytearray")
# Wrap as char*
buf = ctypes.create_string_buffer(raw_bytes, record_size)
buf_ptr = ctypes.cast(buf, POINTER(ctypes.c_char))
afid_array = (ctypes.c_uint64 * MAX_NUMBER_OF_AFIDS_PER_RECORD)()
num_afids_ct = ctypes.c_uint32(MAX_NUMBER_OF_AFIDS_PER_RECORD)
# Call the wrapper function
status = amdsmi_wrapper.amdsmi_get_afids_from_cper(
buf_ptr,
ctypes.c_uint32(record_size),
afid_array,
ctypes.byref(num_afids_ct)
)
if status != amdsmi_wrapper.AMDSMI_STATUS_SUCCESS:
raise AmdSmiLibraryException(status)
# Collect exactly the decoded AFIDs
count = num_afids_ct.value
all_afids.extend(afid_array[i] for i in range(count))
return all_afids, len(all_afids)
def amdsmi_get_gpu_board_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
board_info = amdsmi_wrapper.amdsmi_board_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_board_info(
processor_handle, ctypes.byref(board_info))
)
board_info_dict = {
"model_number": _pad_hex_value(board_info.model_number.decode("utf-8").strip(), 4),
"product_serial": board_info.product_serial.decode("utf-8").strip(),
"fru_id": board_info.fru_id.decode("utf-8").strip(),
"product_name": _pad_hex_value(board_info.product_name.decode("utf-8").strip(), 4),
"manufacturer_name": board_info.manufacturer_name.decode("utf-8").strip()
}
for key, value in board_info_dict.items():
if value == "":
board_info_dict[key] = "N/A"
return board_info_dict
def amdsmi_get_gpu_ras_feature_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
ras_feature = amdsmi_wrapper.amdsmi_ras_feature_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_ras_feature_info(
processor_handle, ctypes.byref(ras_feature)
)
)
return {
"eeprom_version": hex(ras_feature.ras_eeprom_version),
"parity_schema" : bool(ras_feature.ecc_correction_schema_flag & 1),
"single_bit_schema" : bool(ras_feature.ecc_correction_schema_flag & 2),
"double_bit_schema" : bool(ras_feature.ecc_correction_schema_flag & 4),
"poison_schema" : bool(ras_feature.ecc_correction_schema_flag & 8)
}
def amdsmi_get_gpu_ras_block_features_enabled(
processor_handle: processor_handle_t,
) -> List[Dict[str, Any]]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
ras_state = amdsmi_wrapper.amdsmi_ras_err_state_t()
ras_states = []
for gpu_block in AmdSmiGpuBlock:
if gpu_block.name == "RESERVED" or gpu_block.name == "INVALID":
continue
gpu_block_name = gpu_block.name
if gpu_block.name == "LAST":
gpu_block_name = "MPIO"
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_ras_block_features_enabled(
processor_handle,
amdsmi_wrapper.amdsmi_gpu_block_t(gpu_block.value),
ctypes.byref(ras_state),
)
)
ras_states.append(
{
"block": gpu_block_name,
"status": AmdSmiRasErrState(ras_state.value).name,
}
)
return ras_states
def amdsmi_get_gpu_process_list(
processor_handle: processor_handle_t,
) -> List[amdsmi_wrapper.amdsmi_proc_info_t]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
# This will get populated with the number of processes found
max_processes = ctypes.c_uint32(MAX_NUM_PROCESSES)
process_list = (amdsmi_wrapper.amdsmi_proc_info_t * max_processes.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_process_list(
processor_handle, ctypes.byref(max_processes), process_list
)
)
result = []
for index in range(max_processes.value):
process_name = process_list[index].name.decode("utf-8").strip()
if process_name == "":
process_name = "N/A"
result.append({
"name": process_name,
"pid": process_list[index].pid,
"mem": process_list[index].mem,
"engine_usage": {
"gfx": process_list[index].engine_usage.gfx,
"enc": process_list[index].engine_usage.enc
},
"memory_usage": {
"gtt_mem": process_list[index].memory_usage.gtt_mem,
"cpu_mem": process_list[index].memory_usage.cpu_mem,
"vram_mem": process_list[index].memory_usage.vram_mem,
},
"cu_occupancy": _validate_if_max_uint(process_list[index].cu_occupancy, MaxUIntegerTypes.UINT32_T),
"evicted_time": _validate_if_max_uint(process_list[index].evicted_time, MaxUIntegerTypes.UINT32_T)
})
return result
def amdsmi_get_gpu_driver_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
info = amdsmi_wrapper.amdsmi_driver_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_driver_info(
processor_handle, ctypes.byref(info)
)
)
driver_info = {
"driver_name": info.driver_name.decode("utf-8"),
"driver_version": info.driver_version.decode("utf-8"),
"driver_date": info.driver_date.decode("utf-8")
}
for key, value in driver_info.items():
if value == "":
driver_info[key] = "N/A"
return driver_info
def amdsmi_get_power_info(
processor_handle: processor_handle_t
) -> Dict[str, ctypes.c_uint32]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
power_info = amdsmi_wrapper.amdsmi_power_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_power_info(
processor_handle, ctypes.byref(power_info)
)
)
power_info_dict = {
"socket_power": power_info.socket_power,
"current_socket_power": power_info.current_socket_power,
"average_socket_power": power_info.average_socket_power,
"gfx_voltage": power_info.gfx_voltage,
"soc_voltage": power_info.soc_voltage,
"mem_voltage": power_info.mem_voltage,
"power_limit" : power_info.power_limit,
}
for key, value in power_info_dict.items():
if value in (MaxUIntegerTypes.UINT8_T, MaxUIntegerTypes.UINT16_T, MaxUIntegerTypes.UINT32_T, MaxUIntegerTypes.UINT64_T):
power_info_dict[key] = "N/A"
return power_info_dict
def amdsmi_is_gpu_power_management_enabled(
processor_handle: processor_handle_t
) -> bool:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(processor_handle, amdsmi_wrapper.amdsmi_processor_handle)
is_power_management_enabled = ctypes.c_bool()
_check_res(
amdsmi_wrapper.amdsmi_is_gpu_power_management_enabled(
processor_handle, ctypes.byref(is_power_management_enabled)
)
)
return is_power_management_enabled.value
def amdsmi_get_fw_info(
processor_handle: processor_handle_t
) -> Dict[str, List[Dict[str, str]]]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle)
fw_info = amdsmi_wrapper.amdsmi_fw_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_fw_info(
processor_handle, ctypes.byref(fw_info)
)
)
# Certain FW blocks are padded with 0s in the front intentionally
# But the C library converts the hex to an integer which trims the leading 0s
# Nor do we have a flag that defines the expected format for each FW block
# We can expect the following blocks to have a padded value and a specified format
hex_format_fw = [AmdSmiFwBlock.AMDSMI_FW_ID_PSP_SOSDRV,
AmdSmiFwBlock.AMDSMI_FW_ID_TA_RAS,
AmdSmiFwBlock.AMDSMI_FW_ID_TA_XGMI,
AmdSmiFwBlock.AMDSMI_FW_ID_UVD,
AmdSmiFwBlock.AMDSMI_FW_ID_VCE,
AmdSmiFwBlock.AMDSMI_FW_ID_VCN]
# PM(AKA: SMC) firmware's hex value looks like 0x12345678
# However, they are parsed as: int(0x12).int(0x34).int(0x56).int(0x78)
# Which results in the following: 12.34.56.78
dec_format_fw = [AmdSmiFwBlock.AMDSMI_FW_ID_PM,
AmdSmiFwBlock.AMDSMI_FW_ID_PLDM_BUNDLE]
firmwares = []
for i in range(0, fw_info.num_fw_info):
fw_name = AmdSmiFwBlock(fw_info.fw_info_list[i].fw_id)
fw_version = fw_info.fw_info_list[i].fw_version # This is in int format (base 10)
if fw_name in hex_format_fw:
# Convert the fw_version from a int to a hex string padded leading 0s
fw_version_string = hex(fw_version)[2:].zfill(8)
# Join every two hex digits with a dot
fw_version_string = ".".join(re.findall('..?', fw_version_string))
elif fw_name in dec_format_fw:
# Convert the fw_version from a int to a hex string padded leading 0s
fw_version_string = hex(fw_version)[2:].zfill(8)
# Convert every two hex digits to decimal and join them with a dot
dec_version_string = ''
for index, _ in enumerate(fw_version_string):
if index % 2 != 0:
continue
hex_digits = f"0x{fw_version_string[index:index+2]}"
dec_version_string += str(int(hex_digits, 16)).zfill(2) + "."
fw_version_string = dec_version_string.strip('.')
else:
fw_version_string = str(fw_version)
firmwares.append({
'fw_name': fw_name,
'fw_version': fw_version_string.upper(),
})
return {'fw_list': firmwares}
def amdsmi_get_gpu_vram_usage(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
vram_usage = amdsmi_wrapper.amdsmi_vram_usage_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_vram_usage(
processor_handle, ctypes.byref(vram_usage))
)
return {"vram_total": vram_usage.vram_total, "vram_used": vram_usage.vram_used}
def amdsmi_get_pcie_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
pcie_info = amdsmi_wrapper.amdsmi_pcie_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_pcie_info(
processor_handle, ctypes.byref(pcie_info)
)
)
pcie_info_dict = {
"pcie_static": {
"max_pcie_width": _validate_if_max_uint(pcie_info.pcie_static.max_pcie_width, MaxUIntegerTypes.UINT16_T),
"max_pcie_speed": _validate_if_max_uint(pcie_info.pcie_static.max_pcie_speed, MaxUIntegerTypes.UINT32_T),
"pcie_interface_version": _validate_if_max_uint(pcie_info.pcie_static.pcie_interface_version, MaxUIntegerTypes.UINT32_T),
"slot_type": pcie_info.pcie_static.slot_type,
},
"pcie_metric": {
"pcie_width": _validate_if_max_uint(pcie_info.pcie_metric.pcie_width, MaxUIntegerTypes.UINT16_T),
"pcie_speed": _validate_if_max_uint(pcie_info.pcie_metric.pcie_speed, MaxUIntegerTypes.UINT32_T),
"pcie_bandwidth": _validate_if_max_uint(pcie_info.pcie_metric.pcie_bandwidth, MaxUIntegerTypes.UINT32_T),
"pcie_replay_count": _validate_if_max_uint(pcie_info.pcie_metric.pcie_replay_count, MaxUIntegerTypes.UINT64_T),
"pcie_l0_to_recovery_count": _validate_if_max_uint(pcie_info.pcie_metric.pcie_l0_to_recovery_count, MaxUIntegerTypes.UINT64_T),
"pcie_replay_roll_over_count": _validate_if_max_uint(pcie_info.pcie_metric.pcie_replay_roll_over_count, MaxUIntegerTypes.UINT64_T),
"pcie_nak_sent_count": _validate_if_max_uint(pcie_info.pcie_metric.pcie_nak_sent_count, MaxUIntegerTypes.UINT64_T),
"pcie_nak_received_count": _validate_if_max_uint(pcie_info.pcie_metric.pcie_nak_received_count, MaxUIntegerTypes.UINT64_T),
"pcie_lc_perf_other_end_recovery_count": _validate_if_max_uint(pcie_info.pcie_metric.pcie_lc_perf_other_end_recovery_count, MaxUIntegerTypes.UINT32_T)
}
}
slot_type = pcie_info_dict['pcie_static']['slot_type']
if isinstance(slot_type, int):
slot_types = amdsmi_wrapper.amdsmi_card_form_factor_t__enumvalues
if slot_type in slot_types:
pcie_info_dict['pcie_static']['slot_type'] = slot_types[slot_type].replace("AMDSMI_CARD_FORM_FACTOR_", "")
else:
pcie_info_dict['pcie_static']['slot_type'] = "Unknown"
else:
pcie_info_dict['pcie_static']['slot_type'] = "N/A"
return pcie_info_dict
def amdsmi_get_gpu_xcd_counter(processor_handle: processor_handle_t) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(processor_handle, amdsmi_wrapper.amdsmi_processor_handle)
xcd_counter = ctypes.c_uint16()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_xcd_counter(
processor_handle, ctypes.byref(xcd_counter)
)
)
return xcd_counter.value
def amdsmi_get_processor_handle_from_bdf(bdf):
bdf = _parse_bdf(bdf)
if bdf is None:
raise AmdSmiBdfFormatException(bdf)
amdsmi_bdf = _make_amdsmi_bdf_from_list(bdf)
processor_handle = amdsmi_wrapper.amdsmi_processor_handle()
_check_res(amdsmi_wrapper.amdsmi_get_processor_handle_from_bdf(
amdsmi_bdf, ctypes.byref(processor_handle)))
return processor_handle
def amdsmi_get_gpu_vendor_name(
processor_handle: processor_handle_t,
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
length = ctypes.c_uint64()
length.value = _AMDSMI_STRING_LENGTH
vendor_name = ctypes.create_string_buffer(_AMDSMI_STRING_LENGTH)
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_vendor_name(
processor_handle, vendor_name, length)
)
return vendor_name.value.decode("utf-8")
def amdsmi_get_gpu_id(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
gpu_id_16 = ctypes.c_uint16()
_check_res(amdsmi_wrapper.amdsmi_get_gpu_id(
processor_handle, ctypes.byref(gpu_id_16)))
return gpu_id_16.value
def amdsmi_get_gpu_vram_vendor(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
length = ctypes.c_uint32()
length.value = _AMDSMI_STRING_LENGTH
vram_vendor = ctypes.create_string_buffer(_AMDSMI_STRING_LENGTH)
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_vram_vendor(
processor_handle, vram_vendor, length)
)
return vram_vendor.value.decode("utf-8")
def amdsmi_get_gpu_subsystem_id(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
subsystem_id_16 = ctypes.c_uint16()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_subsystem_id(
processor_handle, ctypes.byref(subsystem_id_16))
)
return _pad_hex_value(hex(subsystem_id_16.value), 4)
def amdsmi_get_gpu_subsystem_name(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
length = ctypes.c_uint64()
length.value = _AMDSMI_STRING_LENGTH
name = ctypes.create_string_buffer(_AMDSMI_STRING_LENGTH)
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_subsystem_name(
processor_handle, name, length)
)
return name.value.decode("utf-8")
def amdsmi_get_lib_version():
version = amdsmi_wrapper.amdsmi_version_t()
_check_res(amdsmi_wrapper.amdsmi_get_lib_version(ctypes.byref(version)))
return {
"major": version.major,
"minor": version.minor,
"release": version.release,
"build": version.build.contents.value.decode("utf-8")
}
def amdsmi_topo_get_numa_node_number(
processor_handle: processor_handle_t,
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
numa_node_number = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_topo_get_numa_node_number(
processor_handle, ctypes.byref(numa_node_number)
)
)
return numa_node_number.value
def amdsmi_topo_get_link_weight(
processor_handle_src: processor_handle_t,
processor_handle_dst: processor_handle_t
):
if not isinstance(processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle
)
weight = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_topo_get_link_weight(
processor_handle_src, processor_handle_dst, ctypes.byref(weight)
)
)
return weight.value
def amdsmi_get_minmax_bandwidth_between_processors(
processor_handle_src: processor_handle_t,
processor_handle_dst: processor_handle_t,
):
if not isinstance(processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle
)
min_bandwidth = ctypes.c_uint64()
max_bandwidth = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_minmax_bandwidth_between_processors(
processor_handle_src,
processor_handle_dst,
ctypes.byref(min_bandwidth),
ctypes.byref(max_bandwidth),
)
)
return {"min_bandwidth": min_bandwidth.value, "max_bandwidth": max_bandwidth.value}
def amdsmi_get_link_metrics(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
link_metrics = amdsmi_wrapper.amdsmi_link_metrics_t()
_check_res(
amdsmi_wrapper.amdsmi_get_link_metrics(
processor_handle, ctypes.byref(link_metrics)
)
)
links = []
for i in range(AMDSMI_MAX_NUM_XGMI_LINKS):
link = link_metrics.links[i]
links.append({
"bdf": _format_bdf(link.bdf),
"bit_rate": link.bit_rate,
"max_bandwidth": link.max_bandwidth,
"link_type": link.link_type,
"read": link.read,
"write": link.write,
})
return {
"num_links": link_metrics.num_links,
"links": links
}
def amdsmi_topo_get_link_type(
processor_handle_src: processor_handle_t,
processor_handle_dst: processor_handle_t,
):
if not isinstance(processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle
)
hops_64 = ctypes.c_uint64()
type_32 = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_topo_get_link_type(
processor_handle_src, processor_handle_dst,
ctypes.byref(hops_64), ctypes.byref(type_32)
)
)
return {"hops": hops_64.value, "type": type_32.value}
def amdsmi_topo_get_p2p_status(
processor_handle_src: processor_handle_t,
processor_handle_dst: processor_handle_t,
):
if not isinstance(processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle
)
type_32 = ctypes.c_uint32()
cap = amdsmi_wrapper.struct_amdsmi_p2p_capability_t()
_check_res(
amdsmi_wrapper.amdsmi_topo_get_p2p_status(
processor_handle_src, processor_handle_dst, ctypes.byref(type_32), ctypes.byref(cap)
)
)
return {
'type' : type,
'cap': {
'is_iolink_coherent': cap.is_iolink_coherent,
'is_iolink_atomics_32bit': cap.is_iolink_atomics_32bit,
'is_iolink_atomics_64bit': cap.is_iolink_atomics_64bit,
'is_iolink_dma': cap.is_iolink_dma,
'is_iolink_bi_directional': cap.is_iolink_bi_directional
}
}
def amdsmi_is_P2P_accessible(
processor_handle_src: processor_handle_t,
processor_handle_dst: processor_handle_t,
):
if not isinstance(processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_src, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle_dst, amdsmi_wrapper.amdsmi_processor_handle
)
accessible = ctypes.c_bool()
_check_res(
amdsmi_wrapper.amdsmi_is_P2P_accessible(
processor_handle_src, processor_handle_dst, ctypes.byref(accessible)
)
)
return accessible.value
def amdsmi_get_gpu_compute_partition(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
length = ctypes.c_uint32()
length.value = _AMDSMI_STRING_LENGTH
compute_partition = ctypes.create_string_buffer(_AMDSMI_STRING_LENGTH)
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_compute_partition(
processor_handle, compute_partition, length
)
)
return compute_partition.value.decode("utf-8")
def amdsmi_set_gpu_compute_partition(processor_handle: processor_handle_t,
compute_partition: AmdSmiComputePartitionType):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(compute_partition, AmdSmiComputePartitionType):
raise AmdSmiParameterException(compute_partition, AmdSmiComputePartitionType)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_compute_partition(
processor_handle, compute_partition
)
)
def amdsmi_set_gpu_accelerator_partition_profile(processor_handle: processor_handle_t,
profile_index: int):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(profile_index, int):
raise AmdSmiParameterException(profile_index, int)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_accelerator_partition_profile(
processor_handle, profile_index
)
)
def amdsmi_get_gpu_memory_partition(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
length = ctypes.c_uint32()
length.value = _AMDSMI_STRING_LENGTH
memory_partition = ctypes.create_string_buffer(_AMDSMI_STRING_LENGTH)
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_memory_partition(
processor_handle, memory_partition, length
)
)
return memory_partition.value.decode("utf-8")
def amdsmi_get_gpu_memory_partition_config(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
config = amdsmi_wrapper.amdsmi_memory_partition_config_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_memory_partition_config(
processor_handle, config
)
)
mem_caps_list = []
if config.partition_caps.nps_flags.nps1_cap == 1:
mem_caps_list.append("NPS1")
if config.partition_caps.nps_flags.nps2_cap == 1:
mem_caps_list.append("NPS2")
if config.partition_caps.nps_flags.nps4_cap == 1:
mem_caps_list.append("NPS4")
if config.partition_caps.nps_flags.nps8_cap == 1:
mem_caps_list.append("NPS8")
if (config.partition_caps.nps_flags.nps1_cap == 0 and
config.partition_caps.nps_flags.nps2_cap == 0 and
config.partition_caps.nps_flags.nps4_cap == 0 and
config.partition_caps.nps_flags.nps8_cap == 0):
mem_caps_list.append("N/A")
return_dict = {
"partition_caps": mem_caps_list,
"mp_mode": amdsmi_wrapper.amdsmi_memory_partition_type_t__enumvalues[
config.mp_mode].replace("AMDSMI_MEMORY_PARTITION_", "").replace("UNKNOWN", "N/A"),
"num_numa_ranges": "N/A",
"numa_range": "N/A",
}
return return_dict
def amdsmi_set_gpu_memory_partition(processor_handle: processor_handle_t,
memory_partition: AmdSmiMemoryPartitionType):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(memory_partition, AmdSmiMemoryPartitionType):
raise AmdSmiParameterException(memory_partition, AmdSmiMemoryPartitionType)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_memory_partition(
processor_handle, memory_partition
)
)
def amdsmi_set_gpu_memory_partition_mode(processor_handle: processor_handle_t,
memory_partition: AmdSmiMemoryPartitionType):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(memory_partition, AmdSmiMemoryPartitionType):
raise AmdSmiParameterException(memory_partition, AmdSmiMemoryPartitionType)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_memory_partition(
processor_handle, memory_partition
)
)
def amdsmi_get_gpu_accelerator_partition_profile(
processor_handle: processor_handle_t
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
exception_caught = False
return_dictionary = {}
length = 8
partition_id = [0, 0, 0, 0, 0, 0, 0, 0]
partition_id_list = (ctypes.c_uint32 * length)(*partition_id)
profile = amdsmi_wrapper.amdsmi_accelerator_partition_profile_t()
partition_ids = []
kPOSITION_OF_PARTITION_ID = 0
ret = amdsmi_wrapper.amdsmi_get_gpu_accelerator_partition_profile(processor_handle,
ctypes.byref(profile), partition_id_list)
if ret == amdsmi_wrapper.AMDSMI_STATUS_NOT_SUPPORTED:
#partition_id[0] will contain the partition id of each device
#BM/Guest will include this logic. Host will only display primary partition ids.
partition_ids.append(partition_id_list[kPOSITION_OF_PARTITION_ID])
try:
_check_res(ret)
except AmdSmiException as e:
partition_profile_dict = {
"profile_type" : "N/A",
"num_partitions" : "N/A",
"profile_index" : "N/A",
"memory_caps": "N/A",
"num_resources" : "N/A",
"resources" : "N/A"
}
return_dictionary = {
"partition_id" : partition_ids,
"partition_profile" : partition_profile_dict
}
if ret == amdsmi_wrapper.AMDSMI_STATUS_NOT_SUPPORTED:
exception_caught = True
else:
_check_res(ret) # re-raise the exception if error is anything other than AMDSMI_STATUS_NOT_SUPPORTED
# this ensures we can get partition ID even if the profile is not supported.
finally:
if not exception_caught:
profile_type_ret = amdsmi_wrapper.amdsmi_accelerator_partition_type_t__enumvalues[profile.profile_type].replace("AMDSMI_ACCELERATOR_PARTITION_", "")
profile_type_ret = profile_type_ret.replace("INVALID", "N/A")
length = profile.num_partitions
#partition_id[0] will contain the partition id of each device
#BM/Guest will include this logic. Host will only display primary partition ids.
partition_ids.append(partition_id_list[kPOSITION_OF_PARTITION_ID])
mem_caps_list = []
if profile.memory_caps.nps_flags.nps1_cap == 1:
mem_caps_list.append("NPS1")
if profile.memory_caps.nps_flags.nps2_cap == 1:
mem_caps_list.append("NPS2")
if profile.memory_caps.nps_flags.nps4_cap == 1:
mem_caps_list.append("NPS4")
if profile.memory_caps.nps_flags.nps8_cap == 1:
mem_caps_list.append("NPS8")
if (profile.memory_caps.nps_flags.nps1_cap == 0 and
profile.memory_caps.nps_flags.nps2_cap == 0 and
profile.memory_caps.nps_flags.nps4_cap == 0 and
profile.memory_caps.nps_flags.nps8_cap == 0):
mem_caps_list.append("N/A")
partition_profile_dict = {
"profile_type" : profile_type_ret,
"num_partitions" : profile.num_partitions,
"profile_index" : profile.profile_index,
"memory_caps": mem_caps_list,
"num_resources" : profile.num_resources,
"resources" : "N/A"
}
return_dictionary = {
"partition_id" : partition_ids,
"partition_profile" : partition_profile_dict
}
return return_dictionary
def amdsmi_get_gpu_accelerator_partition_profile_config(processor_handle: processor_handle_t) -> Dict:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
config = amdsmi_wrapper.amdsmi_accelerator_partition_profile_config_t()
_check_res(amdsmi_wrapper.amdsmi_get_gpu_accelerator_partition_profile_config(processor_handle,
ctypes.byref(config)))
profiles = []
resources = []
resource_idx = 0
for i in range(config.num_profiles):
profile = config.profiles[i]
profile_type_ret = amdsmi_wrapper.amdsmi_accelerator_partition_type_t__enumvalues[
config.profiles[i].profile_type].replace("AMDSMI_ACCELERATOR_PARTITION_", "")
profile_type_ret = profile_type_ret.replace("INVALID", "N/A")
mem_caps_list = []
if profile.memory_caps.nps_flags.nps1_cap == 1:
mem_caps_list.append("NPS1")
if profile.memory_caps.nps_flags.nps2_cap == 1:
mem_caps_list.append("NPS2")
if profile.memory_caps.nps_flags.nps4_cap == 1:
mem_caps_list.append("NPS4")
if profile.memory_caps.nps_flags.nps8_cap == 1:
mem_caps_list.append("NPS8")
if (profile.memory_caps.nps_flags.nps1_cap == 0 and
profile.memory_caps.nps_flags.nps2_cap == 0 and
profile.memory_caps.nps_flags.nps4_cap == 0 and
profile.memory_caps.nps_flags.nps8_cap == 0):
mem_caps_list.append("N/A")
resources = []
for _ in range(config.num_resource_profiles):
res_profile = config.resource_profiles[resource_idx]
resource_profiles_ret = amdsmi_wrapper.amdsmi_accelerator_partition_resource_type_t__enumvalues[
res_profile.resource_type].replace("AMDSMI_ACCELERATOR_", "")
resource_profile_dict = {
"profile_index": res_profile.profile_index,
"resource_type": resource_profiles_ret,
"partition_resource": res_profile.partition_resource,
"num_partitions_share_resource": res_profile.num_partitions_share_resource,
}
resources.append(resource_profile_dict)
resource_idx += 1
profile_dict = {
"profile_type": profile_type_ret,
"num_partitions": profile.num_partitions,
"profile_index": profile.profile_index,
"memory_caps": mem_caps_list,
"num_resources": profile.num_resources,
"resources": resources
}
profiles.append(profile_dict)
config_dict = {
"num_profiles": config.num_profiles,
"num_resource_profiles": config.num_resource_profiles,
"resource_profiles": resources,
"default_profile_index": config.default_profile_index,
"profiles": profiles,
}
return config_dict
def amdsmi_get_xgmi_info(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
xgmi_info = amdsmi_wrapper.amdsmi_xgmi_info_t()
_check_res(amdsmi_wrapper.amdsmi_get_xgmi_info(processor_handle, xgmi_info))
return {
"xgmi_lanes": xgmi_info.xgmi_lanes,
"xgmi_hive_id": xgmi_info.xgmi_hive_id,
"xgmi_node_id": xgmi_info.xgmi_node_id,
"index": xgmi_info.index,
}
def amdsmi_gpu_counter_group_supported(
processor_handle: processor_handle_t,
event_group: AmdSmiEventGroup,
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(event_group, AmdSmiEventGroup):
raise AmdSmiParameterException(event_group, AmdSmiEventGroup)
_check_res(
amdsmi_wrapper.amdsmi_gpu_counter_group_supported(
processor_handle, event_group)
)
def amdsmi_gpu_create_counter(
processor_handle: processor_handle_t,
event_type: AmdSmiEventType,
) -> amdsmi_wrapper.amdsmi_event_handle_t:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(event_type, AmdSmiEventType):
raise AmdSmiParameterException(event_type, AmdSmiEventType)
event_handle = amdsmi_wrapper.amdsmi_event_handle_t()
_check_res(
amdsmi_wrapper.amdsmi_gpu_create_counter(
processor_handle, event_type, ctypes.byref(event_handle)
)
)
return event_handle
def amdsmi_gpu_destroy_counter(event_handle: amdsmi_wrapper.amdsmi_event_handle_t) -> None:
if not isinstance(event_handle, amdsmi_wrapper.amdsmi_event_handle_t):
raise AmdSmiParameterException(event_handle, amdsmi_wrapper.amdsmi_event_handle_t)
_check_res(amdsmi_wrapper.amdsmi_gpu_destroy_counter(event_handle))
def amdsmi_gpu_control_counter(
event_handle: amdsmi_wrapper.amdsmi_event_handle_t,
counter_command: AmdSmiCounterCommand,
):
if not isinstance(event_handle, amdsmi_wrapper.amdsmi_event_handle_t):
raise AmdSmiParameterException(event_handle, amdsmi_wrapper.amdsmi_event_handle_t)
if not isinstance(counter_command, AmdSmiCounterCommand):
raise AmdSmiParameterException(counter_command, AmdSmiCounterCommand)
event_handle_value = amdsmi_wrapper.amdsmi_event_handle_t(event_handle.value)
command_args = ctypes.c_void_p()
_check_res(
amdsmi_wrapper.amdsmi_gpu_control_counter(
event_handle_value, counter_command, command_args
)
)
def amdsmi_gpu_read_counter(
event_handle: amdsmi_wrapper.amdsmi_event_handle_t,
) -> Dict[str, Any]:
if not isinstance(event_handle, amdsmi_wrapper.amdsmi_event_handle_t):
raise AmdSmiParameterException(event_handle, amdsmi_wrapper.amdsmi_event_handle_t)
counter_value = amdsmi_wrapper.amdsmi_counter_value_t()
_check_res(
amdsmi_wrapper.amdsmi_gpu_read_counter(
event_handle, ctypes.byref(counter_value))
)
return {
"value": counter_value.value,
"time_enabled": counter_value.time_enabled,
"time_running": counter_value.time_running,
}
def amdsmi_get_gpu_available_counters(
processor_handle: processor_handle_t,
event_group: AmdSmiEventGroup,
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(event_group, AmdSmiEventGroup):
raise AmdSmiParameterException(event_group, AmdSmiEventGroup)
available = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_available_counters(
processor_handle, event_group, ctypes.byref(available)
)
)
return available.value
def amdsmi_set_gpu_perf_level(
processor_handle: processor_handle_t,
perf_level: AmdSmiDevPerfLevel,
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(perf_level, AmdSmiDevPerfLevel):
raise AmdSmiParameterException(perf_level, AmdSmiDevPerfLevel)
_check_res(amdsmi_wrapper.amdsmi_set_gpu_perf_level(
processor_handle, perf_level))
def amdsmi_reset_gpu(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
_check_res(amdsmi_wrapper.amdsmi_reset_gpu(processor_handle))
def amdsmi_gpu_driver_reload():
_check_res(amdsmi_wrapper.amdsmi_gpu_driver_reload())
def amdsmi_set_gpu_fan_speed(
processor_handle: processor_handle_t, sensor_idx: int, fan_speed: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_idx, int):
raise AmdSmiParameterException(sensor_idx, int)
if not isinstance(fan_speed, int):
raise AmdSmiParameterException(fan_speed, int)
sensor_idx_32 = ctypes.c_uint32(sensor_idx)
fan_speed_64 = ctypes.c_uint64(fan_speed)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_fan_speed(
processor_handle, sensor_idx_32, fan_speed_64)
)
def amdsmi_reset_gpu_fan(
processor_handle: processor_handle_t, sensor_idx: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_idx, int):
raise AmdSmiParameterException(sensor_idx, int)
sensor_idx_32 = ctypes.c_uint32(sensor_idx)
_check_res(amdsmi_wrapper.amdsmi_reset_gpu_fan(processor_handle, sensor_idx_32))
def amdsmi_set_clk_freq(
processor_handle: processor_handle_t,
clk_type: str,
freq_bitmask: int,
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(clk_type, str):
raise AmdSmiParameterException(clk_type, str)
if not isinstance(freq_bitmask, int):
raise AmdSmiParameterException(freq_bitmask, int)
if clk_type.lower() == "sclk":
clk_type_conversion = AmdSmiClkType.SYS
elif clk_type.lower() == "mclk":
clk_type_conversion = AmdSmiClkType.MEM
elif clk_type.lower() == "fclk":
clk_type_conversion = AmdSmiClkType.DF
elif clk_type.lower() == "socclk":
clk_type_conversion = AmdSmiClkType.SOC
else:
clk_type_conversion = "N/A"
if not isinstance(clk_type_conversion, AmdSmiClkType):
raise AmdSmiParameterException(clk_type_conversion, AmdSmiClkType)
freq_bitmask_64 = ctypes.c_uint64(freq_bitmask)
_check_res(
amdsmi_wrapper.amdsmi_set_clk_freq(
processor_handle, clk_type_conversion, freq_bitmask_64
)
)
def amdsmi_set_soc_pstate(
processor_handle: processor_handle_t,
policy_id: int,
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(policy_id, int):
raise AmdSmiParameterException(policy_id, int)
_check_res(
amdsmi_wrapper.amdsmi_set_soc_pstate(
processor_handle, policy_id
)
)
def amdsmi_set_xgmi_plpd(
processor_handle: processor_handle_t,
policy_id: int,
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(policy_id, int):
raise AmdSmiParameterException(policy_id, int)
_check_res(
amdsmi_wrapper.amdsmi_set_xgmi_plpd(
processor_handle, policy_id
)
)
return
def amdsmi_set_gpu_process_isolation(
processor_handle: processor_handle_t,
pisolate: int,
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(pisolate, int):
raise AmdSmiParameterException(pisolate, int)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_process_isolation(
processor_handle, pisolate
)
)
def amdsmi_clean_gpu_local_data(
processor_handle: processor_handle_t,
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
_check_res(
amdsmi_wrapper.amdsmi_clean_gpu_local_data(
processor_handle
)
)
def amdsmi_set_gpu_overdrive_level(
processor_handle: processor_handle_t, overdrive_value: int
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(overdrive_value, int):
raise AmdSmiParameterException(overdrive_value, int)
overdrive_value_32 = ctypes.c_uint32(overdrive_value)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_overdrive_level(
processor_handle, overdrive_value_32)
)
def amdsmi_get_gpu_bdf_id(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
bdfid = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_bdf_id(
processor_handle, ctypes.byref(bdfid))
)
return bdfid.value
def amdsmi_set_gpu_pci_bandwidth(
processor_handle: processor_handle_t, bitmask: int
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(bitmask, int):
raise AmdSmiParameterException(bitmask, int)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_pci_bandwidth(
processor_handle, ctypes.c_uint64(bitmask)
)
)
def _format_transfer_rate(transfer_rate):
return {
'num_supported': transfer_rate.num_supported,
'current': transfer_rate.current,
'frequency': list(transfer_rate.frequency)
}
def amdsmi_get_gpu_pci_bandwidth(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
bandwidth = amdsmi_wrapper.amdsmi_pcie_bandwidth_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_pci_bandwidth(
processor_handle, ctypes.byref(bandwidth))
)
transfer_rate = _format_transfer_rate(bandwidth.transfer_rate)
return {
'transfer_rate': transfer_rate,
'lanes': list(bandwidth.lanes)
}
def amdsmi_get_gpu_pci_throughput(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
sent = ctypes.c_uint64()
received = ctypes.c_uint64()
max_pkt_sz = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_pci_throughput(processor_handle, ctypes.byref(
sent), ctypes.byref(received), ctypes.byref(max_pkt_sz))
)
return {
'sent': sent.value,
'received': received.value,
'max_pkt_sz': max_pkt_sz.value
}
def amdsmi_get_gpu_pci_replay_counter(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
counter = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_pci_replay_counter(
processor_handle, ctypes.byref(counter))
)
return counter.value
def amdsmi_get_gpu_topo_numa_affinity(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
numa_node = ctypes.c_int32()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_topo_numa_affinity(
processor_handle, ctypes.byref(numa_node))
)
return numa_node.value
def amdsmi_set_power_cap(
processor_handle: processor_handle_t, sensor_ind: int, cap: int
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_ind, int):
raise AmdSmiParameterException(sensor_ind, int)
if not isinstance(cap, int):
raise AmdSmiParameterException(cap, int)
_check_res(
amdsmi_wrapper.amdsmi_set_power_cap(
processor_handle, ctypes.c_uint32(sensor_ind), ctypes.c_uint64(cap)
)
)
def amdsmi_set_gpu_power_profile(
processor_handle: processor_handle_t,
reserved: int,
profile: AmdSmiPowerProfilePresetMasks,
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(reserved, int):
raise AmdSmiParameterException(reserved, int)
if not isinstance(profile, AmdSmiPowerProfilePresetMasks):
raise AmdSmiParameterException(profile, AmdSmiPowerProfilePresetMasks)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_power_profile(
processor_handle, ctypes.c_uint32(reserved), profile
)
)
def amdsmi_get_energy_count(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
energy_accumulator= ctypes.c_uint64()
counter_resolution = ctypes.c_float()
timestamp = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_energy_count(processor_handle, ctypes.byref(
energy_accumulator), ctypes.byref(counter_resolution), ctypes.byref(timestamp))
)
return {
'energy_accumulator': energy_accumulator.value,
'counter_resolution': counter_resolution.value,
'timestamp': timestamp.value,
}
def amdsmi_set_gpu_clk_range(
processor_handle: processor_handle_t,
min_clk_value: int,
max_clk_value: int,
clk_type: AmdSmiClkType,
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(min_clk_value, int):
raise AmdSmiParameterException(min_clk_value, int)
if not isinstance(max_clk_value, int):
raise AmdSmiParameterException(min_clk_value, int)
if not isinstance(clk_type, AmdSmiClkType):
raise AmdSmiParameterException(clk_type, AmdSmiClkType)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_clk_range(
processor_handle,
ctypes.c_uint64(min_clk_value),
ctypes.c_uint64(max_clk_value),
clk_type,
)
)
def amdsmi_set_gpu_clk_limit(
processor_handle: processor_handle_t,
clk_type: str,
limit_type: str,
value: int
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(clk_type, str):
raise AmdSmiParameterException(clk_type, str)
if not isinstance(limit_type, str):
raise AmdSmiParameterException(limit_type, str)
if not isinstance(value, int):
raise AmdSmiParameterException(value, int)
if clk_type.lower() == "sclk":
clk_type_conversion = amdsmi_wrapper.AMDSMI_CLK_TYPE_SYS
elif clk_type.lower() == "mclk":
clk_type_conversion = amdsmi_wrapper.AMDSMI_CLK_TYPE_MEM
if limit_type.lower() == "min":
limit_type_conversion = amdsmi_wrapper.CLK_LIMIT_MIN
elif limit_type.lower() == "max":
limit_type_conversion = amdsmi_wrapper.CLK_LIMIT_MAX
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_clk_limit(
processor_handle,
clk_type_conversion,
limit_type_conversion,
ctypes.c_uint64(value),
)
)
def amdsmi_get_gpu_memory_total(processor_handle: processor_handle_t, mem_type: AmdSmiMemoryType):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(mem_type, AmdSmiMemoryType):
raise AmdSmiParameterException(
mem_type, AmdSmiMemoryType
)
total = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_memory_total(
processor_handle, mem_type, ctypes.byref(total))
)
return total.value
def amdsmi_set_gpu_od_clk_info(
processor_handle: processor_handle_t,
level: AmdSmiFreqInd,
value: int,
clk_type: AmdSmiClkType,
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(level, AmdSmiFreqInd):
raise AmdSmiParameterException(level, AmdSmiFreqInd)
if not isinstance(value, int):
raise AmdSmiParameterException(value, int)
if not isinstance(clk_type, AmdSmiClkType):
raise AmdSmiParameterException(clk_type, AmdSmiClkType)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_od_clk_info(
processor_handle, level, ctypes.c_uint64(value), clk_type
)
)
def amdsmi_get_gpu_memory_usage(processor_handle: processor_handle_t, mem_type: AmdSmiMemoryType):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(mem_type, AmdSmiMemoryType):
raise AmdSmiParameterException(
mem_type, AmdSmiMemoryType
)
used = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_memory_usage(
processor_handle, mem_type, ctypes.byref(used))
)
return used.value
def amdsmi_set_gpu_od_volt_info(
processor_handle: processor_handle_t,
vpoint: int,
clk_value: int,
volt_value: int,
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(vpoint, int):
raise AmdSmiParameterException(vpoint, int)
if not isinstance(clk_value, int):
raise AmdSmiParameterException(clk_value, int)
if not isinstance(volt_value, int):
raise AmdSmiParameterException(volt_value, int)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_od_volt_info(
processor_handle,
ctypes.c_uint32(vpoint),
ctypes.c_uint64(clk_value),
ctypes.c_uint64(volt_value),
)
)
def amdsmi_get_gpu_fan_rpms(
processor_handle: processor_handle_t, sensor_idx: int
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_idx, int):
raise AmdSmiParameterException(sensor_idx, int)
fan_speed = ctypes.c_int64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_fan_rpms(
processor_handle, sensor_idx, ctypes.byref(fan_speed)
)
)
return fan_speed.value
def amdsmi_get_gpu_fan_speed(
processor_handle: processor_handle_t, sensor_idx: int
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_idx, int):
raise AmdSmiParameterException(sensor_idx, int)
fan_speed = ctypes.c_int64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_fan_speed(
processor_handle, sensor_idx, ctypes.byref(fan_speed)
)
)
return fan_speed.value
def amdsmi_get_gpu_fan_speed_max(
processor_handle: processor_handle_t, sensor_idx: int
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_idx, int):
raise AmdSmiParameterException(sensor_idx, int)
fan_speed = ctypes.c_uint64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_fan_speed_max(
processor_handle, sensor_idx, ctypes.byref(fan_speed)
)
)
return fan_speed.value
def amdsmi_get_node_handle(processor_handle):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(processor_handle,
amdsmi_wrapper.amdsmi_processor_handle
)
node_handle = amdsmi_wrapper.amdsmi_node_handle()
_check_res(
amdsmi_wrapper.amdsmi_get_node_handle(processor_handle, ctypes.byref(node_handle))
)
return node_handle
def amdsmi_get_npm_info(node_handle: processor_handle_t) -> Dict[str, Any]:
if not isinstance(node_handle, amdsmi_wrapper.amdsmi_node_handle):
raise AmdSmiParameterException(node_handle, amdsmi_wrapper.amdsmi_node_handle)
npm_info = amdsmi_wrapper.amdsmi_npm_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_npm_info(
node_handle, ctypes.byref(npm_info)
)
)
dict_ret = {
"limit": npm_info.limit,
"status": npm_info.status,
}
return dict_ret
def amdsmi_get_temp_metric(
processor_handle: processor_handle_t,
sensor_type: AmdSmiTemperatureType,
metric: AmdSmiTemperatureMetric,
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_type, AmdSmiTemperatureType):
raise AmdSmiParameterException(sensor_type, AmdSmiTemperatureType)
if not isinstance(metric, AmdSmiTemperatureMetric):
raise AmdSmiParameterException(metric, AmdSmiTemperatureMetric)
temp_value = ctypes.c_int64()
_check_res(
amdsmi_wrapper.amdsmi_get_temp_metric(
processor_handle, sensor_type, metric, ctypes.byref(temp_value)
)
)
return temp_value.value
def amdsmi_get_gpu_volt_metric(
processor_handle: processor_handle_t,
sensor_type: AmdSmiVoltageType,
metric: AmdSmiVoltageMetric,
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_type, AmdSmiVoltageType):
raise AmdSmiParameterException(sensor_type, AmdSmiVoltageType)
if not isinstance(metric, AmdSmiVoltageMetric):
raise AmdSmiParameterException(metric, AmdSmiVoltageMetric)
voltage = ctypes.c_int64()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_volt_metric(
processor_handle, sensor_type, metric, ctypes.byref(voltage)
)
)
return voltage.value
def amdsmi_get_utilization_count(
processor_handle: processor_handle_t,
counter_types: List[AmdSmiUtilizationCounterType]
) -> List[Dict[str, Any]]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
# Enforce List typing
if not isinstance(counter_types, list):
counter_types = [counter_types]
counter_types = list(set(counter_types))
# Validate Inputs
if len(counter_types) == 0:
raise AmdSmiLibraryException(amdsmi_wrapper.AMDSMI_STATUS_INVAL)
counters = []
for counter_type in counter_types:
if not isinstance(counter_type, AmdSmiUtilizationCounterType):
raise AmdSmiParameterException(
counter_type, AmdSmiUtilizationCounterType)
counter = amdsmi_wrapper.amdsmi_utilization_counter_t()
counter.type = counter_type
counters.append(counter)
count = ctypes.c_uint32(len(counters))
timestamp = ctypes.c_uint64()
util_counter_list = (amdsmi_wrapper.amdsmi_utilization_counter_t * len(counters))(*counters)
_check_res(
amdsmi_wrapper.amdsmi_get_utilization_count(
processor_handle, util_counter_list, count, ctypes.byref(timestamp)
)
)
if count.value != len(counters):
raise AmdSmiLibraryException(amdsmi_wrapper.AMDSMI_STATUS_API_FAILED)
result = []
result.append({"timestamp": timestamp.value})
for index in range(count.value):
counter_type = amdsmi_wrapper.amdsmi_utilization_counter_type_t__enumvalues[
util_counter_list[index].type
]
if counter_type == "AMDSMI_UTILIZATION_COUNTER_FIRST":
counter_type = "AMDSMI_COARSE_GRAIN_GPU_ACTIVITY"
if counter_type == "AMDSMI_UTILIZATION_COUNTER_LAST":
counter_type = "AMDSMI_FINE_DECODER_ACTIVITY"
result.append(
{"type": counter_type, "value": util_counter_list[index].value})
return result
def amdsmi_get_gpu_perf_level(
processor_handle: processor_handle_t,
) -> str:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
perf = amdsmi_wrapper.amdsmi_dev_perf_level_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_perf_level(
processor_handle, ctypes.byref(perf))
)
result = amdsmi_wrapper.amdsmi_dev_perf_level_t__enumvalues[perf.value]
if result == "AMDSMI_DEV_PERF_LEVEL_FIRST":
result = "AMDSMI_DEV_PERF_LEVEL_AUTO"
if result == "AMDSMI_DEV_PERF_LEVEL_LAST":
result = "AMDSMI_DEV_PERF_LEVEL_DETERMINISM"
return result
def amdsmi_set_gpu_perf_determinism_mode(
processor_handle: processor_handle_t, clkvalue: int
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(clkvalue, int):
raise AmdSmiParameterException(clkvalue, int)
_check_res(amdsmi_wrapper.amdsmi_set_gpu_perf_determinism_mode(
processor_handle, clkvalue))
def amdsmi_get_gpu_overdrive_level(
processor_handle: processor_handle_t,
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
od_level = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_overdrive_level(
processor_handle, ctypes.byref(od_level)
)
)
return od_level.value
def amdsmi_get_gpu_mem_overdrive_level(
processor_handle: processor_handle_t,
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
mem_od_level = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_mem_overdrive_level(
processor_handle, ctypes.byref(mem_od_level)
)
)
return mem_od_level.value
def amdsmi_get_clk_freq(
processor_handle: processor_handle_t, clk_type: AmdSmiClkType
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(clk_type, AmdSmiClkType):
raise AmdSmiParameterException(clk_type, AmdSmiClkType)
freq = amdsmi_wrapper.amdsmi_frequencies_t()
_check_res(
amdsmi_wrapper.amdsmi_get_clk_freq(
processor_handle, clk_type, ctypes.byref(freq)
)
)
dict_ret = {
"num_supported": freq.num_supported,
"current": freq.current,
"frequency": list(freq.frequency)[: freq.num_supported],
}
return dict_ret
def amdsmi_get_soc_pstate(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
policy = amdsmi_wrapper.amdsmi_dpm_policy_t()
_check_res(
amdsmi_wrapper.amdsmi_get_soc_pstate(
processor_handle, ctypes.byref(policy)
)
)
polices = []
for i in range(0, policy.num_supported):
policy_id = policy.policies[i].policy_id
desc = policy.policies[i].policy_description
polices.append({
'policy_id' : policy_id,
'policy_description': desc.decode()
})
current_id = policy.policies[policy.current].policy_id
return {
"num_supported": policy.num_supported,
"current_id": current_id,
"policies": polices,
}
def amdsmi_get_xgmi_plpd(
processor_handle: processor_handle_t
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
policy = amdsmi_wrapper.amdsmi_dpm_policy_t()
_check_res(
amdsmi_wrapper.amdsmi_get_xgmi_plpd(processor_handle, ctypes.byref(policy))
)
policies = []
for i in range(policy.num_supported):
try:
# Access the policy entry directly
policy_entry = policy.policies[i]
policy_id = policy_entry.policy_id
# Handle the policy description more carefully
policy_desc_bytes = policy_entry.policy_description
if policy_desc_bytes:
# Convert ctypes array to bytes and decode
policy_desc = ctypes.string_at(policy_desc_bytes).decode('utf-8').rstrip('\x00')
else:
policy_desc = ""
policies.append({
'policy_id': policy_id,
'policy_description': policy_desc
})
except (UnicodeDecodeError, AttributeError, ValueError):
# Fallback for problematic entries
policies.append({
'policy_id': 0, # Default fallback
'policy_description': ""
})
# Get current policy ID correctly
if policy.current < policy.num_supported:
current_id = policy.policies[policy.current].policy_id
else:
current_id = 0 # Fallback
return {
"num_supported": policy.num_supported,
"current_id": current_id,
"plpds": policies, # Marked for deprecation
"policies": policies, # Correct field name
}
def amdsmi_get_gpu_process_isolation(
processor_handle: processor_handle_t,
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
pisolate = ctypes.c_uint32()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_process_isolation(
processor_handle, ctypes.byref(pisolate)
)
)
return pisolate.value
def amdsmi_get_gpu_od_volt_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
freq_data = amdsmi_wrapper.amdsmi_od_volt_freq_data_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_od_volt_info(
processor_handle, ctypes.byref(freq_data)
)
)
sclk_lower = freq_data.curr_sclk_range.lower_bound
sclk_upper = freq_data.curr_sclk_range.upper_bound
mclk_lower = freq_data.curr_mclk_range.lower_bound
mclk_upper = freq_data.curr_mclk_range.upper_bound
if sclk_lower == MaxUIntegerTypes.UINT64_T:
sclk_lower = "N/A"
if sclk_upper == MaxUIntegerTypes.UINT64_T:
sclk_upper = "N/A"
if mclk_lower == MaxUIntegerTypes.UINT64_T:
mclk_lower = "N/A"
if mclk_upper == MaxUIntegerTypes.UINT64_T:
mclk_upper = "N/A"
return {
"curr_sclk_range": {
"lower_bound": sclk_lower,
"upper_bound": sclk_upper
},
"curr_mclk_range": {
"lower_bound": mclk_lower,
"upper_bound": mclk_upper
},
"sclk_freq_limits": {
"lower_bound": freq_data.sclk_freq_limits.lower_bound,
"upper_bound": freq_data.sclk_freq_limits.upper_bound
},
"mclk_freq_limits": {
"lower_bound": freq_data.mclk_freq_limits.lower_bound,
"upper_bound": freq_data.mclk_freq_limits.upper_bound
},
"curve.vc_points": [
{
"frequency": freq_data.curve.vc_points[0].frequency,
"voltage": freq_data.curve.vc_points[0].voltage
},
{
"frequency": freq_data.curve.vc_points[1].frequency,
"voltage": freq_data.curve.vc_points[1].voltage
},
{
"frequency": freq_data.curve.vc_points[2].frequency,
"voltage": freq_data.curve.vc_points[2].voltage
}
],
"num_regions": freq_data.num_regions
}
def amdsmi_get_gpu_metrics_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
gpu_metrics = amdsmi_wrapper.amdsmi_gpu_metrics_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_metrics_info(
processor_handle, ctypes.byref(gpu_metrics)
)
)
gpu_metrics_output = {
"common_header.structure_size": _validate_if_max_uint(gpu_metrics.common_header.structure_size, MaxUIntegerTypes.UINT16_T),
"common_header.format_revision": _validate_if_max_uint(gpu_metrics.common_header.format_revision, MaxUIntegerTypes.UINT8_T),
"common_header.content_revision": _validate_if_max_uint(gpu_metrics.common_header.content_revision, MaxUIntegerTypes.UINT8_T),
"temperature_edge": _validate_if_max_uint(gpu_metrics.temperature_edge, MaxUIntegerTypes.UINT16_T),
"temperature_hotspot": _validate_if_max_uint(gpu_metrics.temperature_hotspot, MaxUIntegerTypes.UINT16_T),
"temperature_mem": _validate_if_max_uint(gpu_metrics.temperature_mem, MaxUIntegerTypes.UINT16_T),
"temperature_vrgfx": _validate_if_max_uint(gpu_metrics.temperature_vrgfx, MaxUIntegerTypes.UINT16_T),
"temperature_vrsoc": _validate_if_max_uint(gpu_metrics.temperature_vrsoc, MaxUIntegerTypes.UINT16_T),
"temperature_vrmem": _validate_if_max_uint(gpu_metrics.temperature_vrmem, MaxUIntegerTypes.UINT16_T),
"average_gfx_activity": _validate_if_max_uint(gpu_metrics.average_gfx_activity, MaxUIntegerTypes.UINT16_T, isActivity=True),
"average_umc_activity": _validate_if_max_uint(gpu_metrics.average_umc_activity, MaxUIntegerTypes.UINT16_T, isActivity=True),
"average_mm_activity": _validate_if_max_uint(gpu_metrics.average_mm_activity, MaxUIntegerTypes.UINT16_T, isActivity=True),
"average_socket_power": _validate_if_max_uint(gpu_metrics.average_socket_power, MaxUIntegerTypes.UINT16_T),
"energy_accumulator": _validate_if_max_uint(gpu_metrics.energy_accumulator, MaxUIntegerTypes.UINT64_T),
"system_clock_counter": _validate_if_max_uint(gpu_metrics.system_clock_counter, MaxUIntegerTypes.UINT64_T),
"average_gfxclk_frequency": _validate_if_max_uint(gpu_metrics.average_gfxclk_frequency, MaxUIntegerTypes.UINT16_T),
"average_socclk_frequency": _validate_if_max_uint(gpu_metrics.average_socclk_frequency, MaxUIntegerTypes.UINT16_T),
"average_uclk_frequency": _validate_if_max_uint(gpu_metrics.average_uclk_frequency, MaxUIntegerTypes.UINT16_T),
"average_vclk0_frequency": _validate_if_max_uint(gpu_metrics.average_vclk0_frequency, MaxUIntegerTypes.UINT16_T),
"average_dclk0_frequency": _validate_if_max_uint(gpu_metrics.average_dclk0_frequency, MaxUIntegerTypes.UINT16_T),
"average_vclk1_frequency": _validate_if_max_uint(gpu_metrics.average_vclk1_frequency, MaxUIntegerTypes.UINT16_T),
"average_dclk1_frequency": _validate_if_max_uint(gpu_metrics.average_dclk1_frequency, MaxUIntegerTypes.UINT16_T),
"current_gfxclk": _validate_if_max_uint(gpu_metrics.current_gfxclk, MaxUIntegerTypes.UINT16_T),
"current_socclk": _validate_if_max_uint(gpu_metrics.current_socclk, MaxUIntegerTypes.UINT16_T),
"current_uclk": _validate_if_max_uint(gpu_metrics.current_uclk, MaxUIntegerTypes.UINT16_T),
"current_vclk0": _validate_if_max_uint(gpu_metrics.current_vclk0, MaxUIntegerTypes.UINT16_T),
"current_dclk0": _validate_if_max_uint(gpu_metrics.current_dclk0, MaxUIntegerTypes.UINT16_T),
"current_vclk1": _validate_if_max_uint(gpu_metrics.current_vclk1, MaxUIntegerTypes.UINT16_T),
"current_dclk1": _validate_if_max_uint(gpu_metrics.current_dclk1, MaxUIntegerTypes.UINT16_T),
"throttle_status": _validate_if_max_uint(gpu_metrics.throttle_status, MaxUIntegerTypes.UINT32_T, isBool=True),
"current_fan_speed": _validate_if_max_uint(gpu_metrics.current_fan_speed, MaxUIntegerTypes.UINT16_T),
"pcie_link_width": _validate_if_max_uint(gpu_metrics.pcie_link_width, MaxUIntegerTypes.UINT16_T),
"pcie_link_speed": _validate_if_max_uint(gpu_metrics.pcie_link_speed, MaxUIntegerTypes.UINT16_T),
"gfx_activity_acc": _validate_if_max_uint(gpu_metrics.gfx_activity_acc, MaxUIntegerTypes.UINT32_T),
"mem_activity_acc": _validate_if_max_uint(gpu_metrics.mem_activity_acc, MaxUIntegerTypes.UINT32_T),
"temperature_hbm": _validate_if_max_uint(list(gpu_metrics.temperature_hbm), MaxUIntegerTypes.UINT16_T),
"firmware_timestamp": _validate_if_max_uint(gpu_metrics.firmware_timestamp, MaxUIntegerTypes.UINT64_T),
"voltage_soc": _validate_if_max_uint(gpu_metrics.voltage_soc, MaxUIntegerTypes.UINT16_T),
"voltage_gfx": _validate_if_max_uint(gpu_metrics.voltage_gfx, MaxUIntegerTypes.UINT16_T),
"voltage_mem": _validate_if_max_uint(gpu_metrics.voltage_mem, MaxUIntegerTypes.UINT16_T),
"indep_throttle_status": _validate_if_max_uint(gpu_metrics.indep_throttle_status, MaxUIntegerTypes.UINT64_T, isBool=True),
"current_socket_power": _validate_if_max_uint(gpu_metrics.current_socket_power, MaxUIntegerTypes.UINT16_T),
"vcn_activity": _validate_if_max_uint(list(gpu_metrics.vcn_activity), MaxUIntegerTypes.UINT16_T, isActivity=True),
"gfxclk_lock_status": _validate_if_max_uint(gpu_metrics.gfxclk_lock_status, MaxUIntegerTypes.UINT32_T),
"xgmi_link_width": _validate_if_max_uint(gpu_metrics.xgmi_link_width, MaxUIntegerTypes.UINT16_T),
"xgmi_link_speed": _validate_if_max_uint(gpu_metrics.xgmi_link_speed, MaxUIntegerTypes.UINT16_T),
"pcie_bandwidth_acc": _validate_if_max_uint(gpu_metrics.pcie_bandwidth_acc, MaxUIntegerTypes.UINT64_T),
"pcie_bandwidth_inst": _validate_if_max_uint(gpu_metrics.pcie_bandwidth_inst, MaxUIntegerTypes.UINT64_T),
"pcie_l0_to_recov_count_acc": _validate_if_max_uint(gpu_metrics.pcie_l0_to_recov_count_acc, MaxUIntegerTypes.UINT64_T),
"pcie_replay_count_acc": _validate_if_max_uint(gpu_metrics.pcie_replay_count_acc, MaxUIntegerTypes.UINT64_T),
"pcie_replay_rover_count_acc": _validate_if_max_uint(gpu_metrics.pcie_replay_rover_count_acc, MaxUIntegerTypes.UINT64_T),
"xgmi_read_data_acc": _validate_if_max_uint(list(gpu_metrics.xgmi_read_data_acc), MaxUIntegerTypes.UINT64_T),
"xgmi_write_data_acc": _validate_if_max_uint(list(gpu_metrics.xgmi_write_data_acc), MaxUIntegerTypes.UINT64_T),
"current_gfxclks": _validate_if_max_uint(list(gpu_metrics.current_gfxclks), MaxUIntegerTypes.UINT16_T),
"current_socclks": _validate_if_max_uint(list(gpu_metrics.current_socclks), MaxUIntegerTypes.UINT16_T),
"current_vclk0s": _validate_if_max_uint(list(gpu_metrics.current_vclk0s), MaxUIntegerTypes.UINT16_T),
"current_dclk0s": _validate_if_max_uint(list(gpu_metrics.current_dclk0s), MaxUIntegerTypes.UINT16_T),
"jpeg_activity": _validate_if_max_uint(list(gpu_metrics.jpeg_activity), MaxUIntegerTypes.UINT16_T, isActivity=True),
"pcie_nak_sent_count_acc": _validate_if_max_uint(gpu_metrics.pcie_nak_sent_count_acc, MaxUIntegerTypes.UINT32_T),
"pcie_nak_rcvd_count_acc": _validate_if_max_uint(gpu_metrics.pcie_nak_rcvd_count_acc, MaxUIntegerTypes.UINT32_T),
"accumulation_counter": _validate_if_max_uint(gpu_metrics.accumulation_counter, MaxUIntegerTypes.UINT64_T),
"prochot_residency_acc": _validate_if_max_uint(gpu_metrics.prochot_residency_acc, MaxUIntegerTypes.UINT64_T),
"ppt_residency_acc": _validate_if_max_uint(gpu_metrics.ppt_residency_acc, MaxUIntegerTypes.UINT64_T),
"socket_thm_residency_acc": _validate_if_max_uint(gpu_metrics.socket_thm_residency_acc, MaxUIntegerTypes.UINT64_T),
"vr_thm_residency_acc": _validate_if_max_uint(gpu_metrics.vr_thm_residency_acc, MaxUIntegerTypes.UINT64_T),
"hbm_thm_residency_acc": _validate_if_max_uint(gpu_metrics.hbm_thm_residency_acc, MaxUIntegerTypes.UINT64_T),
"num_partition": _validate_if_max_uint(gpu_metrics.num_partition, MaxUIntegerTypes.UINT16_T),
"xcp_stats.gfx_busy_inst": list(gpu_metrics.xcp_stats),
"xcp_stats.jpeg_busy": list(gpu_metrics.xcp_stats),
"xcp_stats.vcn_busy": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_busy_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_below_host_limit_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_below_host_limit_ppt_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_below_host_limit_thm_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_low_utilization_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_below_host_limit_total_acc": list(gpu_metrics.xcp_stats),
"pcie_lc_perf_other_end_recovery": _validate_if_max_uint(gpu_metrics.pcie_lc_perf_other_end_recovery, MaxUIntegerTypes.UINT32_T),
"vram_max_bandwidth": _validate_if_max_uint(gpu_metrics.vram_max_bandwidth, MaxUIntegerTypes.UINT64_T),
"xgmi_link_status": _validate_if_max_uint(list(gpu_metrics.xgmi_link_status), MaxUIntegerTypes.UINT16_T),
}
# Create 2d array with each XCD's stats
if 'xcp_stats.gfx_busy_inst' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_busy_inst']):
xcp_detail = []
for val in xcp_metrics.gfx_busy_inst:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT32_T, isActivity=True))
gpu_metrics_output['xcp_stats.gfx_busy_inst'][xcp_index] = xcp_detail
if 'xcp_stats.jpeg_busy' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.jpeg_busy']):
xcp_detail = []
for val in xcp_metrics.jpeg_busy:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT16_T, isActivity=True))
gpu_metrics_output['xcp_stats.jpeg_busy'][xcp_index] = xcp_detail
if 'xcp_stats.vcn_busy' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.vcn_busy']):
xcp_detail = []
for val in xcp_metrics.vcn_busy:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT16_T, isActivity=True))
gpu_metrics_output["xcp_stats.vcn_busy"][xcp_index] = xcp_detail
if 'xcp_stats.gfx_busy_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_busy_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_busy_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output["xcp_stats.gfx_busy_acc"][xcp_index] = xcp_detail
if 'xcp_stats.gfx_below_host_limit_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_below_host_limit_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_below_host_limit_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_below_host_limit_acc'][xcp_index] = xcp_detail
# new for gpu metrics v1.8
if 'xcp_stats.gfx_below_host_limit_ppt_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_below_host_limit_ppt_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_below_host_limit_ppt_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_below_host_limit_ppt_acc'][xcp_index] = xcp_detail
if 'xcp_stats.gfx_below_host_limit_thm_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_below_host_limit_thm_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_below_host_limit_thm_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_below_host_limit_thm_acc'][xcp_index] = xcp_detail
if 'xcp_stats.gfx_low_utilization_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_low_utilization_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_low_utilization_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_low_utilization_acc'][xcp_index] = xcp_detail
if 'xcp_stats.gfx_below_host_limit_total_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_below_host_limit_total_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_below_host_limit_total_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_below_host_limit_total_acc'][xcp_index] = xcp_detail
return gpu_metrics_output
def amdsmi_get_gpu_partition_metrics_info(
processor_handle: processor_handle_t,
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
gpu_metrics = amdsmi_wrapper.amdsmi_gpu_metrics_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_partition_metrics_info(
processor_handle, ctypes.byref(gpu_metrics)
)
)
gpu_metrics_output = {
"common_header.structure_size": _validate_if_max_uint(gpu_metrics.common_header.structure_size, MaxUIntegerTypes.UINT16_T),
"common_header.format_revision": _validate_if_max_uint(gpu_metrics.common_header.format_revision, MaxUIntegerTypes.UINT8_T),
"common_header.content_revision": _validate_if_max_uint(gpu_metrics.common_header.content_revision, MaxUIntegerTypes.UINT8_T),
"temperature_edge": _validate_if_max_uint(gpu_metrics.temperature_edge, MaxUIntegerTypes.UINT16_T),
"temperature_hotspot": _validate_if_max_uint(gpu_metrics.temperature_hotspot, MaxUIntegerTypes.UINT16_T),
"temperature_mem": _validate_if_max_uint(gpu_metrics.temperature_mem, MaxUIntegerTypes.UINT16_T),
"temperature_vrgfx": _validate_if_max_uint(gpu_metrics.temperature_vrgfx, MaxUIntegerTypes.UINT16_T),
"temperature_vrsoc": _validate_if_max_uint(gpu_metrics.temperature_vrsoc, MaxUIntegerTypes.UINT16_T),
"temperature_vrmem": _validate_if_max_uint(gpu_metrics.temperature_vrmem, MaxUIntegerTypes.UINT16_T),
"average_gfx_activity": _validate_if_max_uint(gpu_metrics.average_gfx_activity, MaxUIntegerTypes.UINT16_T, isActivity=True),
"average_umc_activity": _validate_if_max_uint(gpu_metrics.average_umc_activity, MaxUIntegerTypes.UINT16_T, isActivity=True),
"average_mm_activity": _validate_if_max_uint(gpu_metrics.average_mm_activity, MaxUIntegerTypes.UINT16_T, isActivity=True),
"average_socket_power": _validate_if_max_uint(gpu_metrics.average_socket_power, MaxUIntegerTypes.UINT16_T),
"energy_accumulator": _validate_if_max_uint(gpu_metrics.energy_accumulator, MaxUIntegerTypes.UINT64_T),
"system_clock_counter": _validate_if_max_uint(gpu_metrics.system_clock_counter, MaxUIntegerTypes.UINT64_T),
"average_gfxclk_frequency": _validate_if_max_uint(gpu_metrics.average_gfxclk_frequency, MaxUIntegerTypes.UINT16_T),
"average_socclk_frequency": _validate_if_max_uint(gpu_metrics.average_socclk_frequency, MaxUIntegerTypes.UINT16_T),
"average_uclk_frequency": _validate_if_max_uint(gpu_metrics.average_uclk_frequency, MaxUIntegerTypes.UINT16_T),
"average_vclk0_frequency": _validate_if_max_uint(gpu_metrics.average_vclk0_frequency, MaxUIntegerTypes.UINT16_T),
"average_dclk0_frequency": _validate_if_max_uint(gpu_metrics.average_dclk0_frequency, MaxUIntegerTypes.UINT16_T),
"average_vclk1_frequency": _validate_if_max_uint(gpu_metrics.average_vclk1_frequency, MaxUIntegerTypes.UINT16_T),
"average_dclk1_frequency": _validate_if_max_uint(gpu_metrics.average_dclk1_frequency, MaxUIntegerTypes.UINT16_T),
"current_gfxclk": _validate_if_max_uint(gpu_metrics.current_gfxclk, MaxUIntegerTypes.UINT16_T),
"current_socclk": _validate_if_max_uint(gpu_metrics.current_socclk, MaxUIntegerTypes.UINT16_T),
"current_uclk": _validate_if_max_uint(gpu_metrics.current_uclk, MaxUIntegerTypes.UINT16_T),
"current_vclk0": _validate_if_max_uint(gpu_metrics.current_vclk0, MaxUIntegerTypes.UINT16_T),
"current_dclk0": _validate_if_max_uint(gpu_metrics.current_dclk0, MaxUIntegerTypes.UINT16_T),
"current_vclk1": _validate_if_max_uint(gpu_metrics.current_vclk1, MaxUIntegerTypes.UINT16_T),
"current_dclk1": _validate_if_max_uint(gpu_metrics.current_dclk1, MaxUIntegerTypes.UINT16_T),
"throttle_status": _validate_if_max_uint(gpu_metrics.throttle_status, MaxUIntegerTypes.UINT32_T, isBool=True),
"current_fan_speed": _validate_if_max_uint(gpu_metrics.current_fan_speed, MaxUIntegerTypes.UINT16_T),
"pcie_link_width": _validate_if_max_uint(gpu_metrics.pcie_link_width, MaxUIntegerTypes.UINT16_T),
"pcie_link_speed": _validate_if_max_uint(gpu_metrics.pcie_link_speed, MaxUIntegerTypes.UINT16_T),
"gfx_activity_acc": _validate_if_max_uint(gpu_metrics.gfx_activity_acc, MaxUIntegerTypes.UINT32_T),
"mem_activity_acc": _validate_if_max_uint(gpu_metrics.mem_activity_acc, MaxUIntegerTypes.UINT32_T),
"temperature_hbm": _validate_if_max_uint(list(gpu_metrics.temperature_hbm), MaxUIntegerTypes.UINT16_T),
"firmware_timestamp": _validate_if_max_uint(gpu_metrics.firmware_timestamp, MaxUIntegerTypes.UINT64_T),
"voltage_soc": _validate_if_max_uint(gpu_metrics.voltage_soc, MaxUIntegerTypes.UINT16_T),
"voltage_gfx": _validate_if_max_uint(gpu_metrics.voltage_gfx, MaxUIntegerTypes.UINT16_T),
"voltage_mem": _validate_if_max_uint(gpu_metrics.voltage_mem, MaxUIntegerTypes.UINT16_T),
"indep_throttle_status": _validate_if_max_uint(gpu_metrics.indep_throttle_status, MaxUIntegerTypes.UINT64_T, isBool=True),
"current_socket_power": _validate_if_max_uint(gpu_metrics.current_socket_power, MaxUIntegerTypes.UINT16_T),
"vcn_activity": _validate_if_max_uint(list(gpu_metrics.vcn_activity), MaxUIntegerTypes.UINT16_T, isActivity=True),
"gfxclk_lock_status": _validate_if_max_uint(gpu_metrics.gfxclk_lock_status, MaxUIntegerTypes.UINT32_T),
"xgmi_link_width": _validate_if_max_uint(gpu_metrics.xgmi_link_width, MaxUIntegerTypes.UINT16_T),
"xgmi_link_speed": _validate_if_max_uint(gpu_metrics.xgmi_link_speed, MaxUIntegerTypes.UINT16_T),
"pcie_bandwidth_acc": _validate_if_max_uint(gpu_metrics.pcie_bandwidth_acc, MaxUIntegerTypes.UINT64_T),
"pcie_bandwidth_inst": _validate_if_max_uint(gpu_metrics.pcie_bandwidth_inst, MaxUIntegerTypes.UINT64_T),
"pcie_l0_to_recov_count_acc": _validate_if_max_uint(gpu_metrics.pcie_l0_to_recov_count_acc, MaxUIntegerTypes.UINT64_T),
"pcie_replay_count_acc": _validate_if_max_uint(gpu_metrics.pcie_replay_count_acc, MaxUIntegerTypes.UINT64_T),
"pcie_replay_rover_count_acc": _validate_if_max_uint(gpu_metrics.pcie_replay_rover_count_acc, MaxUIntegerTypes.UINT64_T),
"xgmi_read_data_acc": _validate_if_max_uint(list(gpu_metrics.xgmi_read_data_acc), MaxUIntegerTypes.UINT64_T),
"xgmi_write_data_acc": _validate_if_max_uint(list(gpu_metrics.xgmi_write_data_acc), MaxUIntegerTypes.UINT64_T),
"current_gfxclks": _validate_if_max_uint(list(gpu_metrics.current_gfxclks), MaxUIntegerTypes.UINT16_T),
"current_socclks": _validate_if_max_uint(list(gpu_metrics.current_socclks), MaxUIntegerTypes.UINT16_T),
"current_vclk0s": _validate_if_max_uint(list(gpu_metrics.current_vclk0s), MaxUIntegerTypes.UINT16_T),
"current_dclk0s": _validate_if_max_uint(list(gpu_metrics.current_dclk0s), MaxUIntegerTypes.UINT16_T),
"jpeg_activity": _validate_if_max_uint(list(gpu_metrics.jpeg_activity), MaxUIntegerTypes.UINT16_T, isActivity=True),
"pcie_nak_sent_count_acc": _validate_if_max_uint(gpu_metrics.pcie_nak_sent_count_acc, MaxUIntegerTypes.UINT32_T),
"pcie_nak_rcvd_count_acc": _validate_if_max_uint(gpu_metrics.pcie_nak_rcvd_count_acc, MaxUIntegerTypes.UINT32_T),
"accumulation_counter": _validate_if_max_uint(gpu_metrics.accumulation_counter, MaxUIntegerTypes.UINT64_T),
"prochot_residency_acc": _validate_if_max_uint(gpu_metrics.prochot_residency_acc, MaxUIntegerTypes.UINT64_T),
"ppt_residency_acc": _validate_if_max_uint(gpu_metrics.ppt_residency_acc, MaxUIntegerTypes.UINT64_T),
"socket_thm_residency_acc": _validate_if_max_uint(gpu_metrics.socket_thm_residency_acc, MaxUIntegerTypes.UINT64_T),
"vr_thm_residency_acc": _validate_if_max_uint(gpu_metrics.vr_thm_residency_acc, MaxUIntegerTypes.UINT64_T),
"hbm_thm_residency_acc": _validate_if_max_uint(gpu_metrics.hbm_thm_residency_acc, MaxUIntegerTypes.UINT64_T),
"num_partition": _validate_if_max_uint(gpu_metrics.num_partition, MaxUIntegerTypes.UINT16_T),
"xcp_stats.gfx_busy_inst": list(gpu_metrics.xcp_stats),
"xcp_stats.jpeg_busy": list(gpu_metrics.xcp_stats),
"xcp_stats.vcn_busy": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_busy_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_below_host_limit_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_below_host_limit_ppt_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_below_host_limit_thm_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_low_utilization_acc": list(gpu_metrics.xcp_stats),
"xcp_stats.gfx_below_host_limit_total_acc": list(gpu_metrics.xcp_stats),
"pcie_lc_perf_other_end_recovery": _validate_if_max_uint(gpu_metrics.pcie_lc_perf_other_end_recovery, MaxUIntegerTypes.UINT32_T),
"vram_max_bandwidth": _validate_if_max_uint(gpu_metrics.vram_max_bandwidth, MaxUIntegerTypes.UINT64_T),
"xgmi_link_status": _validate_if_max_uint(list(gpu_metrics.xgmi_link_status), MaxUIntegerTypes.UINT16_T),
}
# Create 2d array with each XCD's stats
if 'xcp_stats.gfx_busy_inst' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_busy_inst']):
xcp_detail = []
for val in xcp_metrics.gfx_busy_inst:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT32_T, isActivity=True))
gpu_metrics_output['xcp_stats.gfx_busy_inst'][xcp_index] = xcp_detail
if 'xcp_stats.jpeg_busy' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.jpeg_busy']):
xcp_detail = []
for val in xcp_metrics.jpeg_busy:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT16_T, isActivity=True))
gpu_metrics_output['xcp_stats.jpeg_busy'][xcp_index] = xcp_detail
if 'xcp_stats.vcn_busy' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.vcn_busy']):
xcp_detail = []
for val in xcp_metrics.vcn_busy:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT16_T, isActivity=True))
gpu_metrics_output["xcp_stats.vcn_busy"][xcp_index] = xcp_detail
if 'xcp_stats.gfx_busy_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_busy_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_busy_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output["xcp_stats.gfx_busy_acc"][xcp_index] = xcp_detail
if 'xcp_stats.gfx_below_host_limit_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_below_host_limit_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_below_host_limit_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_below_host_limit_acc'][xcp_index] = xcp_detail
# new for gpu metrics v1.8
if 'xcp_stats.gfx_below_host_limit_ppt_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_below_host_limit_ppt_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_below_host_limit_ppt_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_below_host_limit_ppt_acc'][xcp_index] = xcp_detail
if 'xcp_stats.gfx_below_host_limit_thm_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_below_host_limit_thm_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_below_host_limit_thm_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_below_host_limit_thm_acc'][xcp_index] = xcp_detail
if 'xcp_stats.gfx_low_utilization_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_low_utilization_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_low_utilization_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_low_utilization_acc'][xcp_index] = xcp_detail
if 'xcp_stats.gfx_below_host_limit_total_acc' in gpu_metrics_output:
for xcp_index, xcp_metrics in enumerate(gpu_metrics_output['xcp_stats.gfx_below_host_limit_total_acc']):
xcp_detail = []
for val in xcp_metrics.gfx_below_host_limit_total_acc:
xcp_detail.append(_validate_if_max_uint(val, MaxUIntegerTypes.UINT64_T))
gpu_metrics_output['xcp_stats.gfx_below_host_limit_total_acc'][xcp_index] = xcp_detail
return gpu_metrics_output
def amdsmi_get_gpu_od_volt_curve_regions(
processor_handle: processor_handle_t, num_regions: int
) -> List[Dict[str, Any]]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(num_regions, int):
raise AmdSmiParameterException(num_regions, int)
region_count = ctypes.c_uint32(num_regions)
buffer = (amdsmi_wrapper.amdsmi_freq_volt_region_t * num_regions)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_od_volt_curve_regions(
processor_handle, ctypes.byref(region_count), buffer
)
)
result = []
for index in range(region_count.value):
result.extend(
[
{
"freq_range": {
"lower_bound": buffer[index].freq_range.lower_bound,
"upper_bound": buffer[index].freq_range.upper_bound,
},
"volt_range": {
"lower_bound": buffer[index].volt_range.lower_bound,
"upper_bound": buffer[index].volt_range.upper_bound,
},
}
]
)
return result
def amdsmi_get_gpu_power_profile_presets(
processor_handle: processor_handle_t, sensor_idx: int
) -> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(sensor_idx, int):
raise AmdSmiParameterException(sensor_idx, int)
status = amdsmi_wrapper.amdsmi_power_profile_status_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_power_profile_presets(
processor_handle, sensor_idx, ctypes.byref(status)
)
)
return {
"available_profiles": status.available_profiles,
"current": status.current,
"num_profiles": status.num_profiles,
}
def amdsmi_get_gpu_ecc_count(
processor_handle: processor_handle_t, block: AmdSmiGpuBlock
) -> Dict[str, int]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(block, AmdSmiGpuBlock):
raise AmdSmiParameterException(block, AmdSmiGpuBlock)
ec = amdsmi_wrapper.amdsmi_error_count_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_ecc_count(
processor_handle, block, ctypes.byref(ec))
)
return {
"correctable_count": ec.correctable_count,
"uncorrectable_count": ec.uncorrectable_count,
"deferred_count": ec.deferred_count,
}
def amdsmi_get_gpu_ecc_enabled(
processor_handle: processor_handle_t,
) -> int:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
blocks = ctypes.c_uint64(0)
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_ecc_enabled(
processor_handle, ctypes.byref(blocks))
)
return blocks.value
def amdsmi_get_gpu_ecc_status(
processor_handle: processor_handle_t, block: AmdSmiGpuBlock
) -> AmdSmiRasErrState:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(block, AmdSmiGpuBlock):
raise AmdSmiParameterException(block, AmdSmiGpuBlock)
state = amdsmi_wrapper.amdsmi_ras_err_state_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_ecc_status(
processor_handle, block, ctypes.byref(state)
)
)
return AmdSmiRasErrState(state.value)
def amdsmi_status_code_to_string(status: amdsmi_wrapper.amdsmi_status_t) -> Union[str, bytes, None]:
if not isinstance(status, amdsmi_wrapper.amdsmi_status_t):
raise AmdSmiParameterException(status, amdsmi_wrapper.amdsmi_status_t)
status_string_p_p = ctypes.pointer(ctypes.pointer(ctypes.c_char()))
_check_res(amdsmi_wrapper.amdsmi_status_code_to_string(
status, status_string_p_p))
return amdsmi_wrapper.string_cast(status_string_p_p.contents)
def amdsmi_get_gpu_compute_process_info() -> List[Dict[str, int]]:
num_items = ctypes.c_uint32(0)
nullptr = POINTER(amdsmi_wrapper.amdsmi_process_info_t)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_compute_process_info(
nullptr, ctypes.byref(num_items))
)
procs = (amdsmi_wrapper.amdsmi_process_info_t * num_items.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_compute_process_info(
procs, ctypes.byref(num_items))
)
return [
{
"process_id": proc.process_id,
"vram_usage": proc.vram_usage,
"sdma_usage": proc.sdma_usage,
"cu_occupancy": proc.cu_occupancy,
"evicted_time": proc.evicted_time,
}
for proc in procs
]
def amdsmi_get_gpu_compute_process_info_by_pid(pid: int) -> Dict[str, int]:
if not isinstance(pid, int):
raise AmdSmiParameterException(pid, int)
proc = amdsmi_wrapper.amdsmi_process_info_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_compute_process_info_by_pid(
ctypes.c_uint32(pid), ctypes.byref(proc)
)
)
return {
"process_id": proc.process_id,
"vram_usage": proc.vram_usage,
"sdma_usage": proc.sdma_usage,
"cu_occupancy": proc.cu_occupancy,
"evicted_time": proc.evicted_time,
}
def amdsmi_get_gpu_compute_process_gpus(pid: int) -> List[int]:
if not isinstance(pid, int):
raise AmdSmiParameterException(pid, int)
num_devices = ctypes.c_uint32(0)
nullptr = POINTER(ctypes.c_uint32)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_compute_process_gpus(
pid, nullptr, ctypes.byref(num_devices)
)
)
dv_indices = (ctypes.c_uint32 * num_devices.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_compute_process_gpus(
pid, dv_indices, ctypes.byref(num_devices)
)
)
return [dv_index.value for dv_index in dv_indices]
def amdsmi_gpu_xgmi_error_status(
processor_handle: processor_handle_t,
) -> AmdSmiXgmiStatus:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
status = amdsmi_wrapper.amdsmi_xgmi_status_t()
_check_res(
amdsmi_wrapper.amdsmi_gpu_xgmi_error_status(
processor_handle, ctypes.byref(status))
)
#return AmdSmiXgmiStatus(status.value).value
return AmdSmiXgmiStatus(status.value)
def amdsmi_reset_gpu_xgmi_error(
processor_handle: processor_handle_t,
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
_check_res(amdsmi_wrapper.amdsmi_reset_gpu_xgmi_error(processor_handle))
def amdsmi_get_gpu_memory_reserved_pages(
processor_handle: processor_handle_t,
) -> Union[list, str]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
num_pages = ctypes.c_uint32()
nullptr = POINTER(amdsmi_wrapper.amdsmi_retired_page_record_t)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_memory_reserved_pages(
processor_handle, ctypes.byref(num_pages), nullptr
)
)
if num_pages.value == 0:
return []
mem_reserved_pages = (amdsmi_wrapper.amdsmi_retired_page_record_t * num_pages.value)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_memory_reserved_pages(
processor_handle, ctypes.byref(num_pages), mem_reserved_pages
)
)
return _format_bad_page_info(mem_reserved_pages, num_pages)
def amdsmi_get_gpu_metrics_header_info(
processor_handle: processor_handle_t,
) -> Dict[str, int]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
header_info = amdsmi_wrapper.amd_metrics_table_header_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_metrics_header_info(
processor_handle, ctypes.byref(header_info)
)
)
return {
"structure_size": header_info.structure_size,
"format_revision": header_info.format_revision,
"content_revision": header_info.content_revision
}
def amdsmi_get_link_topology_nearest(
processor_handle: processor_handle_t,
link_type: AmdSmiLinkType,
)-> Dict[str, Any]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(link_type, AmdSmiLinkType):
raise AmdSmiParameterException(link_type, AmdSmiLinkType)
topology_nearest_list = amdsmi_wrapper.amdsmi_topology_nearest_t()
_check_res(
amdsmi_wrapper.amdsmi_get_link_topology_nearest(
processor_handle,
link_type,
ctypes.byref(topology_nearest_list)
)
)
device_list = []
for index in range(topology_nearest_list.count):
device_list.append(topology_nearest_list.processor_list[index])
return {
'processor_list': device_list
}
def amdsmi_get_gpu_virtualization_mode(
processor_handle: processor_handle_t
) -> Dict[str, AmdSmiVirtualizationMode]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
# make info struct here
mode = amdsmi_wrapper.amdsmi_virtualization_mode_t()
# call lib function here
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_virtualization_mode(
processor_handle,
ctypes.byref(mode)
)
)
return {
"mode": AmdSmiVirtualizationMode(mode.value)
}
def amdsmi_get_gpu_ptl_state(
processor_handle: processor_handle_t
) -> bool:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(processor_handle, amdsmi_wrapper.amdsmi_processor_handle)
is_ptl_enabled = ctypes.c_bool()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_ptl_state(
processor_handle, ctypes.byref(is_ptl_enabled)
)
)
return is_ptl_enabled.value
def amdsmi_set_gpu_ptl_state(
processor_handle: processor_handle_t,
state: int
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_ptl_state(
processor_handle, state
)
)
def amdsmi_get_gpu_ptl_formats(
processor_handle: processor_handle_t
) -> Tuple[int, int]:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(processor_handle, amdsmi_wrapper.amdsmi_processor_handle)
data_format1 = amdsmi_wrapper.amdsmi_ptl_data_format_t()
data_format2 = amdsmi_wrapper.amdsmi_ptl_data_format_t()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_ptl_formats(
processor_handle, ctypes.byref(data_format1), ctypes.byref(data_format2)
)
)
return int(data_format1.value), int(data_format2.value)
def amdsmi_set_gpu_ptl_formats(
processor_handle: processor_handle_t,
fmt1: AmdSmiPtlData,
fmt2: AmdSmiPtlData,
) -> None:
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
for fmt in (fmt1, fmt2):
if not isinstance(fmt, AmdSmiPtlData):
raise AmdSmiParameterException(fmt, AmdSmiPtlData)
if fmt is AmdSmiPtlData.INVALID:
raise AmdSmiParameterException(fmt, "A valid PTL data format (not INVALID)")
c_fmt1 = amdsmi_wrapper.amdsmi_ptl_data_format_t(int(fmt1))
c_fmt2 = amdsmi_wrapper.amdsmi_ptl_data_format_t(int(fmt2))
_check_res(
amdsmi_wrapper.amdsmi_set_gpu_ptl_formats(
processor_handle, c_fmt1, c_fmt2)
)
### Non C-Lib APIs ###
def amdsmi_get_rocm_version()-> Tuple[bool, str]:
"""
Get the ROCm version for the rocm-core library.
This function attempts to retrieve the ROCm version by loading the `librocm-core.so` shared library
and calling its `getROCmVersion` function. The version is returned as a string in the format "major.minor.patch".
Returns:
Tuple[bool, str]: A tuple containing a boolean and a string.
- The boolean indicates whether the operation was successful.
- The string contains the ROCm version if successful, or an error message if not.
Raises:
Exception: If there is an error loading the shared library or calling the function.
Example:
rocm_lib_status, version_message = amdsmi_get_rocm_version()
if rocm_lib_status:
print(f"ROCm version: {version_message}")
else:
print(f"Error: {version_message}")
"""
# librocm-core.so can be located in found using several different methods.
# Look for it with below priority:
# 1. ROCM_HOME/ROCM_PATH environment variables
# - ROCM_HOME/lib
# - ROCM_PATH/lib (usually set to /opt/rocm/)
# 2. Decided by the linker
# - LD_LIBRARY_PATH env var
# - defined path in /etc/ld.so.conf.d/
# 3. Relative to amdsmi_wrapper.py in /opt/rocm/share/amd_smi
# - parent directory
try:
possible_locations = list()
# 0. Relative to amdsmi_interface.py in TheRock:
# `amdsmi_interface.py` is located in
# `_rocm_sdk_core/share/amd_smi/amdsmi`, libraries are in
# `_rocm_sdk_core/lib`.
librocm_core_path = Path(__file__).resolve().parent.parent.parent.parent / "lib/librocm-core.so.1"
possible_locations.append(librocm_core_path)
# 1.
rocm_path = os.getenv("ROCM_HOME", os.getenv("ROCM_PATH"))
if rocm_path:
possible_locations.append(os.path.join(rocm_path, "lib/librocm-core.so"))
# Check if /opt/rocm/lib/librocm-core.so exists and add it to the list
if os.path.exists("/opt/rocm/lib/librocm-core.so"):
possible_locations.append("/opt/rocm/lib/librocm-core.so")
# 2.
possible_locations.append("librocm-core.so")
# 3.
librocm_core_parent_dir = Path(__file__).resolve().parent.parent.parent / "lib" / "librocm-core.so"
possible_locations.append(librocm_core_parent_dir)
for librocm_core_file_path in possible_locations:
try:
librocm_core = ctypes.CDLL(librocm_core_file_path)
VerErrors = ctypes.c_uint32
get_rocm_core_version = librocm_core.getROCmVersion
get_rocm_core_version.restype = VerErrors
get_rocm_core_version.argtypes = [POINTER(ctypes.c_uint32), POINTER(ctypes.c_uint32),POINTER(ctypes.c_uint32)]
# call the function
major = ctypes.c_uint32()
minor = ctypes.c_uint32()
patch = ctypes.c_uint32()
if get_rocm_core_version(ctypes.byref(major), ctypes.byref(minor),ctypes.byref(patch)) == 0:
return True, f"{major.value}.{minor.value}.{patch.value}"
else:
return False, "Failed to unpack ROCm version"
except OSError:
continue
# If we hit here, we were unable to find the librocm-core.so file
return False, "Could not find librocm-core.so"
except Exception as e:
return False, f"Unable to detect ROCm installation, Unknown Error: {e}"
def amdsmi_get_cpu_handles() -> Dict[str, Any]:
cpu_handles = amdsmi_get_cpusocket_handles()
return { 'cpu_count': len(cpu_handles), 'processor_handles': cpu_handles }
def amdsmi_get_esmi_err_msg(status: AmdSmiStatus) -> str:
if not isinstance(status, AmdSmiStatus):
raise AmdSmiParameterException(status, AmdSmiStatus)
# Create a pointer to a pointer to char (char**)
status_string_p_p = ctypes.pointer(ctypes.pointer(ctypes.c_char()))
_check_res(
amdsmi_wrapper.amdsmi_get_esmi_err_msg(
status.value,
status_string_p_p
)
)
# Use string_cast helper function if available in wrapper
if not status_string_p_p.contents:
pass
elif hasattr(amdsmi_wrapper, 'string_cast'):
error_msg = amdsmi_wrapper.string_cast(status_string_p_p.contents)
if isinstance(error_msg, str):
return error_msg
else:
# Manual string extraction
error_msg = ctypes.string_at(status_string_p_p.contents).decode('utf-8')
return error_msg
return "Unknown error"
def amdsmi_get_gpu_event_notification(
timeout_ms: int = 1000
) -> Dict[str, Any]:
if not isinstance(timeout_ms, int):
raise AmdSmiParameterException(timeout_ms, int)
# Convert timeout to C type
timeout_ms_c = ctypes.c_int32(timeout_ms)
# Initialize output parameters
num_elem = ctypes.c_uint32(MAX_NUM_PROCESSES)
num_elem_p = ctypes.pointer(num_elem)
# Create array for event notification data
data_array = (amdsmi_wrapper.amdsmi_evt_notification_data_t * MAX_NUM_PROCESSES)()
_check_res(
amdsmi_wrapper.amdsmi_get_gpu_event_notification(
timeout_ms_c, num_elem_p, data_array
)
)
results = []
for i in range(num_elem_p.contents.value):
entry = {
'processor_handle': data_array[i].processor_handle,
'event': data_array[i].event,
'message': data_array[i].message.decode('utf-8') if data_array[i].message else ""
}
results.append(entry)
result = {
'num_elem': num_elem_p.contents.value,
'data': results
}
return result
def amdsmi_get_gpu_revision(processor_handle: processor_handle_t) -> str:
"""
Get the GPU revision for a given processor handle.
Parameters:
processor_handle (amdsmi_processor_handle): The processor handle for the GPU.
Returns:
str: The GPU revision as a string.
Raises:
AmdSmiParameterException: If the processor handle is invalid.
AmdSmiLibraryException: If the underlying library call fails.
"""
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
revision_16 = ctypes.c_uint16()
_check_res(amdsmi_wrapper.amdsmi_get_gpu_revision(processor_handle, ctypes.byref(revision_16)))
return _pad_hex_value(hex(revision_16.value), 2)
def amdsmi_get_processor_count_from_handles(processor_handles_list) -> Dict[str, int]:
if not isinstance(processor_handles_list, list):
raise AmdSmiParameterException(processor_handles_list, list)
# Convert Python list to C array
processor_count = len(processor_handles_list)
processor_handles_array = (amdsmi_wrapper.amdsmi_processor_handle * processor_count)()
for i, handle in enumerate(processor_handles_list):
processor_handles_array[i] = handle
processor_count_p = ctypes.pointer(ctypes.c_uint32(processor_count))
nr_cpusockets = ctypes.pointer(ctypes.c_uint32(0))
nr_cpucores = ctypes.pointer(ctypes.c_uint32(0))
nr_gpus = ctypes.pointer(ctypes.c_uint32(0))
_check_res(
amdsmi_wrapper.amdsmi_get_processor_count_from_handles(
processor_handles_array, processor_count_p, nr_cpusockets, nr_cpucores, nr_gpus
)
)
return {
'nr_cpusockets': nr_cpusockets.contents.value,
'nr_cpucores': nr_cpucores.contents.value,
'nr_gpus': nr_gpus.contents.value
}
def amdsmi_get_processor_handles_by_type(socket_handle: socket_handle_t, processor_type: AmdSmiProcessorType):
if not isinstance(socket_handle, amdsmi_wrapper.amdsmi_socket_handle):
raise AmdSmiParameterException(socket_handle, amdsmi_wrapper.amdsmi_socket_handle)
if not isinstance(processor_type, AmdSmiProcessorType):
raise AmdSmiParameterException(processor_type, AmdSmiProcessorType)
processor_handles = (amdsmi_wrapper.amdsmi_processor_handle * MAX_NUM_PROCESSES)()
processor_count = ctypes.c_uint32(0)
ptr_processor_count = ctypes.pointer(processor_count)
_check_res(
amdsmi_wrapper.amdsmi_get_processor_handles_by_type(
socket_handle, processor_type, processor_handles, ptr_processor_count
)
)
entry = []
for i in range(ptr_processor_count.contents.value):
entry.append(processor_handles[i])
return {
'processor_handles': entry,
'processor_count': ptr_processor_count.contents.value
}
def amdsmi_gpu_validate_ras_eeprom(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
_check_res(amdsmi_wrapper.amdsmi_gpu_validate_ras_eeprom(processor_handle))
def amdsmi_init_gpu_event_notification(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
_check_res(amdsmi_wrapper.amdsmi_init_gpu_event_notification(processor_handle))
def amdsmi_set_gpu_event_notification_mask(processor_handle: processor_handle_t, mask: int):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
if not isinstance(mask, int):
raise AmdSmiParameterException(mask, int)
mask_64 = ctypes.c_uint64(mask)
_check_res(amdsmi_wrapper.amdsmi_set_gpu_event_notification_mask(processor_handle, mask_64))
def amdsmi_stop_gpu_event_notification(
processor_handle: processor_handle_t
):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(
processor_handle, amdsmi_wrapper.amdsmi_processor_handle
)
_check_res(amdsmi_wrapper.amdsmi_stop_gpu_event_notification(processor_handle))
def amdsmi_get_gpu_busy_percent(processor_handle: processor_handle_t):
if not isinstance(processor_handle, amdsmi_wrapper.amdsmi_processor_handle):
raise AmdSmiParameterException(processor_handle, amdsmi_wrapper.amdsmi_processor_handle)
gpu_busy_percent = ctypes.c_uint32(0)
_check_res(amdsmi_wrapper.amdsmi_get_gpu_busy_percent(processor_handle, ctypes.byref(gpu_busy_percent)))
return gpu_busy_percent.value
Criar uma nova questão referindo esta Ver Git Blame Copiar ligação permanente