mlcommons / mlcommons/storage

[Training v3.0 consolidation] Confirm computation time step for DLRM

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bug Future PASS Score Blocker Training
Dominant language
Python
Stars
203
Forks
67
Avg merge
20m
Merged PRs (30d)
8

Description

DLRM computation time requires a throughput per accelerator of 15 GB/s+ with a compute time of 0.00038 (GB200) and 0.00056 (MI300X).

This issue captures the need to double check the computation time for the benchmark

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the DLRM benchmark entry point and the code or configuration that defines computation time and accelerator throughput. Verify the 0.00038 GB200 and 0.00056 MI300X values against the 15 GB/s+ requirement; done means the values are confirmed or the issue identifies the needed correction.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning, performance
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
48/100

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