Search results

CAP-01 incorrectly requires free disk space during training run when dataset already exists

Status: Open.

#627 In mlcommons/storage;

· xanturing opened on Jul 1, 2026

[RetinaNet / DLIO] High-concurrency read path is restricted to object storage; POSIX gets 1×, creating up to 64× I/O-concurrency asymmetry under CLOSED

Status: Open.

#626 In mlcommons/storage;

· ByoungjunSeo opened on Jul 1, 2026

[VDB] recall is not meaningful because the dataset is uniformly random vectors

Status: Open.

#625 In mlcommons/storage;

· ByoungjunSeo opened on Jul 1, 2026

[KV Cache] What storage scale do the P95 thresholds assume, and does #545 remove PASS/FAIL from submission?

Status: Open.

#624 In mlcommons/storage;

· ByoungjunSeo opened on Jul 1, 2026

[KV Cache] With --hosts (multi-node), --num-users is replicated per node, not divided — intended scale-out?

Status: Open.

#623 In mlcommons/storage;

· ByoungjunSeo opened on Jul 1, 2026

[VDB] No PASS/FAIL criteria defined for the VDB workload — intended?

Status: Open.

#622 In mlcommons/storage;

· ByoungjunSeo opened on Jul 1, 2026

[VDB] --search-ef has no effect for DISKANN and AISAQ

Status: Open.

#621 In mlcommons/storage;

· ByoungjunSeo opened on Jul 1, 2026

mlpstorage training not happening across multiple hosts

Status: Open.

#619 In mlcommons/storage;

· kailasgoliwadekar opened on Jul 1, 2026

reportgen: checkpointing invocation_structure false-INVALID — reads never-written metadata['end_datetime'] instead of summary['end']

Status: Open.

#618 In mlcommons/storage;

· Victor-SongZhh opened on Jul 1, 2026

reportgen: label warmup run in stdout + remove --output-dir flag

Status: Open.

#616 In mlcommons/storage;

· FileSystemGuy opened on Jul 1, 2026

Submission checker cannot validate kvcache or vector_database submissions (three coupled bugs)

Status: Open.

#612 In mlcommons/storage;

· FileSystemGuy opened on Jun 30, 2026

Rule 3.3.1 trainingRunDataMatchesDatasize compares num_files_train against a placeholder constant instead of the value produced by mlpstorage training datasize

Status: Open.

#608 In mlcommons/storage;

· wolfgang-desalvador opened on Jun 30, 2026