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schedule-free adamw: Analyze why jax performed better than pytorch on finewebedu workload

Status: Open.

#925 In mlcommons/algorithmic-efficiency;

· wyfEmma opened on May 19, 2026

librispeech deepspeech validation loss differs between pytorch and jax, but wer aligns

Status: Open.

#924 In mlcommons/algorithmic-efficiency;

· wyfEmma opened on May 9, 2026

Anima: live PH monitoring in conversational agent — overfitting detection every 50 interactions

Status: Open.

#919 In mlcommons/algorithmic-efficiency;

· dancinlife opened on Mar 25, 2026

Dual-engine architecture: tension-based confidence yields AUROC=1.0 anomaly detection and AUC=0.925 precognition

Status: Open.

#918 In mlcommons/algorithmic-efficiency;

· dancinlife opened on Mar 25, 2026

Topological overfitting detection: H0 gap catches overfitting before accuracy diverges (r=0.998)

Status: Open.

#917 In mlcommons/algorithmic-efficiency;

· dancinlife opened on Mar 25, 2026

Add step_hint_batch_size property to workloads to allow submissions to know the batch size the baseline defining the step hint used

Status: Open.

#914 In mlcommons/algorithmic-efficiency;

· georgedahl opened on Feb 27, 2026

Cifar dataloader does not work

Status: Open.

Bug

#889 In mlcommons/algorithmic-efficiency;

· davidtweedle opened on Sep 18, 2025

Add Lion baseline

⚡ Submission

Status: Open.

#879 In mlcommons/algorithmic-efficiency;

· tfaod opened on Aug 5, 2025

Speech workloads speed regression on JAX

Status: Open.

#877 In mlcommons/algorithmic-efficiency;

· priyakasimbeg opened on Jul 15, 2025

Publish Docker Image to Docker Hub to Support a Wider Set of Contributors

Status: Open.

#868 In mlcommons/algorithmic-efficiency;

· Naeemkh opened on Apr 22, 2025

v2 Self-Tuning Budget for ResNet is Half of Benchmark Schedule-Free Run Time

Status: Open.

#867 In mlcommons/algorithmic-efficiency;

· tfaod opened on Apr 19, 2025

submission_runner_test.py is not included in CI tests

🧪 TestIssue related to adding or modifying automatic tests for our code.Issue related to adding or modifying automatic tests for our code.

Status: Open.

#865 In mlcommons/algorithmic-efficiency;

· Naeemkh opened on Apr 17, 2025