Vijay Janapa Reddi efaa075ba8 mlperf-edu: sync iter-1 and iter-2 from standalone repo ...

Snapshots the autonomous-iteration work happening in the standalone
/Users/VJ/GitHub/mlperf-edu/ repo. Two iterations folded in:

  iter-1: code-defect cleanup (Patterson + Dean sign-off)
    - Remove dead simulated_loss + load_real_wikitext_data from
      nanogpt_train.py; align NanoGPTWhiteBox vocab to char-level
      (50,257 -> 128, dropping 19.3M unused embedding params).
    - Fix two broken examples.{edge,mobile} imports in inference paths.
    - Reconcile README benchmark table with workloads.yaml (was wrong
      on 7 of 16 workloads).

  iter-2: DLRM DRAM-resident variant (Emer sign-off)
    - New MicroDLRMDRAM with 2M-row hash-mapped virtual EmbeddingBag,
      sized so per-batch byte transfer (8 MB at B=8192, m_spa=256)
      exceeds PyTorch's ~50 us dispatch floor and exhibits the
      bandwidth-bound regime production DLRM lives in.
    - Smoke test asserts pure-lookup gap >= 3x; current host shows
      4.29x end-to-end and 3.49x lookup-only.

Branch is parked; not for merge to dev. Iteration log lives in the
standalone repo under .iteration_log/ (gitignored locally).

2026-04-16 14:59:42 -04:00

..

resnet_core.py

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resnet_infer.py

mlperf-edu: sync iter-1 and iter-2 from standalone repo

2026-04-16 14:59:42 -04:00

resnet_train.py

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