update xgboost 171 to 176

[nvliyuan]

Signed-off-by: liyuan yuali@nvidia.com update xgboost version from 171 to 176 due to https://github.com/dmlc/xgboost/issues/9374

[nvliyuan]

@jayadeep-jayaraman @cjac could you help build? FYI @viadea

[cjac]

/gcbrun

[nvliyuan]

Hi @cjac could you help check why the build failed?

[cjac]

2023-07-15T13:42:37.842963232Z [ FAILED ] SparkRapidsTestCase.test_install_gpu_with_mig('STANDARD', ['m', 'w-0', 'w-1'], None, 'type=nvidia-tesla-a100', 'NVIDIA', 'us-central1-b')

2023-07-15T13:42:37.842993642Z FAIL: test_install_gpu_with_mig('STANDARD', ['m', 'w-0', 'w-1'], None, 'type=nvidia-tesla-a100', 'NVIDIA', 'us-central1-b') (main.SparkRapidsTestCase)

2023-07-15T13:42:37.843415997Z ERROR: (gcloud.dataproc.clusters.create) Operation [projects/cloud-dataproc-ci/regions/us-central1/operations/a8ea9c21-2c9d-362a-a3da-2b0ef9156bb9] failed: The zone 'projects/cloud-dataproc-ci/zones/us-central1-b' does not have enough resources available to fulfill the request. '(resource type:compute)'..

[cjac]

/gcbrun

[cjac]

you might find better results in the long term if you change that a100 to a t4

[nvliyuan]

The MIG Test needs specific A100 or A30 GPUs, and A30 is not supported according to this doc, seems we can only attach A100. Is it possible to add more A100?

[cjac]

I think if we add more, they will be consumed. The demand is super high. I know we have some queue software for TPUs, but nothing for NVIDIA hardware yet. I'll just keep retrying.

[cjac]

/gcbrun

[cjac]

/gcbrun

[cjac]

again:

2023-07-18T04:22:07.805359170Z ERROR: (gcloud.dataproc.clusters.create) Operation [projects/cloud-dataproc-ci/regions/us-central1/operations/707aeac4-0f7a-35fa-ba68-c15505261d74] failed: The zone 'projects/cloud-dataproc-ci/zones/us-central1-b' does not have enough resources available to fulfill the request. '(resource type:compute)'..

Dagang, is it possible to retry on this error?

[cjac]

/gcbrun

[viadea]

@cjac @nvliyuan what is the status of this PR?thx

@SurajAralihalli FYI

[cjac]

@jayadeep-jayaraman - can you look at this with me next week?

[cjac]

/gcbrun

[nvliyuan]

@jayadeep-jayaraman @cjac I disabled MIG-related tests due to the lack of A100 GPU temporarily, we can merge the pr first . CC @viadea @SurajAralihalli

[cjac]

/gcbrun

[viadea]

I am fine.

@SurajAralihalli FYI

[nvliyuan]

Seems the checks have passed after we disable MIG tests, could you help merge? @cjac

[nvliyuan]

Hi @viadea, could you please help review the pr?

[viadea]

Hi @viadea, could you please help review the pr?

LGTM

[viadea]

@cjac @jayadeep-jayaraman need one more approval