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GraphTrainer 8 GPU Integration Tests

[graph_trainer] Fix red CI: numa + H100 HF-cache + OpaqueBase startup breaks, chunked-loss remat scoping, quarantines #5199

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[graph_trainer] Fix red CI: numa + H100 HF-cache + OpaqueBase startup breaks, chunked-loss remat scoping, quarantines

[graph_trainer] Fix red CI: numa + H100 HF-cache + OpaqueBase startup breaks, chunked-loss remat scoping, quarantines #5199

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Job Run time
build-test / linux-job
29m 30s
29m 30s