Search results

[pt_expt] Graph-lower .pt2 export/inference is energy-only; non-energy models lack deployment consumers

enhancement

Status: Open.

#5806 In deepmodeling/deepmd-kit;

· wanghan-iapcm opened on Jul 15, 2026

[pt_expt] NeighborGraph compiled training is energy-only; generalize the trace to non-energy fittings

enhancement

Status: Open.

#5805 In deepmodeling/deepmd-kit;

· wanghan-iapcm opened on Jul 15, 2026

Move torch-only kernels under pt_expt

enhancement

Status: Open.

#5782 In deepmodeling/deepmd-kit;

· OutisLi opened on Jul 13, 2026

refactor: enforce canonical-graph invariants via factory-only construction (NeighborGraph / GraphTensorPack)

enhancement

Status: Open.

#5777 In deepmodeling/deepmd-kit;

· wanghan-iapcm opened on Jul 12, 2026

Add HybridMuon optimizer support to JAX and TF2 for DPA4 training

enhancement

Status: Open.

#5771 In deepmodeling/deepmd-kit;

· OutisLi opened on Jul 12, 2026

refactor(loss): extract masked per-frame reduction idioms to cut nested branching

enhancement

Status: Open.

#5768 In deepmodeling/deepmd-kit;

· wanghan-iapcm opened on Jul 11, 2026

fix(loss): normalize global RMSE display metrics per frame for mixed-size batches

bug

Status: Open.

#5767 In deepmodeling/deepmd-kit;

· njzjz-bot opened on Jul 11, 2026

[Feature Request] Source installation docs should pin supported PyTorch versions

Docs

enhancement

Status: Open.

#5766 In deepmodeling/deepmd-kit;

· qchempku2017 opened on Jul 11, 2026

pt losses dens/population/denoise: not covered by mixed_type padding fix

bug

Status: Open.

#5761 In deepmodeling/deepmd-kit;

· wanghan-iapcm opened on Jul 10, 2026

TF backend loss: exclude mixed_type padding atoms (per-frame normalization)

bug

Status: Open.

#5760 In deepmodeling/deepmd-kit;

· wanghan-iapcm opened on Jul 10, 2026

tf2: align backend support with argcheck schema

enhancement

Status: Open.

#5757 In deepmodeling/deepmd-kit;

· njzjz-bot opened on Jul 8, 2026

jax: align training/model support with argcheck schema

enhancement

Status: Open.

#5756 In deepmodeling/deepmd-kit;

· njzjz-bot opened on Jul 8, 2026