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ROCM SUPPORT(1)   ROCM SUPPORT(1)



NAME
amdgpu_plugin - A plugin extension to CRIU to support checkpoint/restore in userspace for AMD GPUs.



CURRENT SUPPORT

Single and Multi GPU systems (Gfx9) Checkpoint / Restore on different system Checkpoint / Restore inside a docker container Pytorch Tensorflow Using CRIU Image Streamer



DESCRIPTION

Though criu is a great tool for checkpointing and restoring running applications, it has certain limitations such as it cannot handle applications that have device files open. In order to support ROCm based workloads with criu we need to augment criu’s core functionality with a plugin based extension mechanism. amdgpu_plugin provides the necessary support to criu to allow Checkpoint / Restore with ROCm.



Dependencies

amdkfd support

In order to snapshot the VRAM and other GPU device states, we require an updated version of amdkfd(amdgpu) driver. The kernel patches are under review currently.

criu 3.16

This work is rebased on latest criu release available at this time.



OPTIONS

Optional parameters can be passed in as environment variables before executing criu command.

KFD_FW_VER_CHECK

Enable or disable firmware version check. If enabled, firmware version on restored gpu needs to be greater than or equal firmware version on checkpointed GPU. Default:Enabled 

E.g:
KFD_FW_VER_CHECK=0

KFD_SDMA_FW_VER_CHECK

Enable or disable SDMA firmware version check. If enabled, SDMA firmware version on restored gpu needs to be greater than or equal firmware version on checkpointed GPU. Default:Enabled 

E.g:
KFD_SDMA_FW_VER_CHECK=0

KFD_CACHES_COUNT_CHECK

Enable or disable caches count check. If enabled, the caches count on restored GPU needs to be greater than or equal caches count on checkpointed GPU. Default:Enabled 

E.g:
KFD_CACHES_COUNT_CHECK=0

KFD_NUM_GWS_CHECK

Enable or disable num_gws check. If enabled, the num_gws on restored GPU needs to be greater than or equal num_gws on checkpointed GPU. Default:Enabled 

E.g:
KFD_NUM_GWS_CHECK=0

KFD_VRAM_SIZE_CHECK

Enable or disable VRAM size check. If enabled, the VRAM size on restored GPU needs to be greater than or equal VRAM size on checkpointed GPU. Default:Enabled 

E.g:
KFD_VRAM_SIZE_CHECK=0

KFD_NUMA_CHECK

Enable or disable NUMA CPU region check. If enabled, the plugin will restore GPUs that belong to one CPU NUMA region to the same CPU NUMA region. Default:Enabled 

E.g:
KFD_NUMA_CHECK=1

KFD_CAPABILITY_CHECK

Enable or disable capability check. If enabled, the capability on restored GPU needs to be equal to the capability on the checkpointed GPU. Default:Enabled 

E.g:
KFD_CAPABILITY_CHECK=1



AUTHOR

The AMDKFD team.



COPYRIGHT

Copyright (C) 2020-2021, Advanced Micro Devices, Inc. (AMD)

11/20/2024