feat(dpmodel,pt_expt,cc): graph-native DPA-2 — first message-passing model on the NeighborGraph lower (PR-G-dpa2)#5779

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wanghan-iapcm:feat-graph-dpa2

Commits on Jul 12, 2026

feat(dpmodel): segment_max/segment_softmax over trailing feature dims
Han Wang
committed
feat(dpmodel): repformer graph twins for cal_hg/cal_grrg/symmetrization_op
Han Wang
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feat(dpmodel): repformer layer graph twins for g1_conv / g2_g1g1
Han Wang
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refactor(dpmodel): graph-twin naming convention <func_name>_graph
Han Wang
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feat(dpmodel): graph twins for repformer attention ops
Han Wang
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feat(dpmodel): RepformerLayer.call_graph
Han Wang
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test(dpmodel): cover update_chnnl_2=False and cal_gg1=None in RepformerLayer.call_graph parity
Han Wang
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feat(dpmodel): DescrptBlockRepformers.call_graph + exchange seam
Han Wang
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feat(dpmodel): graph-native DPA2 (uses_graph_lower, call_graph, dense adapter)
Han Wang
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test(dpmodel): pin dpa2 adapter davg-nonzero divergence; exercise real _block_graph
Han Wang
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docs(dpmodel): correct davg-residual root-cause framing in dpa2 call_graph Notes
Han Wang
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feat(pt_expt): dpa2 graph lower routing tests + border_op graph exchange
Han Wang
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test(pt_expt): pin repformer parallel test to the dense route
Han Wang
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feat(dpmodel,pt_expt): owned-node (n_local) energy mask in graph output reduction
Han Wang
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feat(pt_expt): with-comm graph .pt2 artifact for message-passing models
Han Wang
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test(cc): dpa2 graph .pt2 fixtures + universal gtest row
Han Wang
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feat(cc): multi-rank message-passing graph route (run_model_graph_with_comm)
Han Wang
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fix(cc): fail loudly on empty rank in MP graph route; fix stale comment
Han Wang
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test(lmp): dpa2 graph LAMMPS single- and multi-rank tests
Han Wang
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fix(cc): put nlocal/nghost comm tensors on model device for graph with-comm route
Han Wang
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docs: DPA-2 graph-native inference route (pt_expt)
Han Wang
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Commits on Jul 13, 2026

Commits on Jul 14, 2026

Commits on Jul 15, 2026

Commits on Jul 16, 2026

Commits on Jul 18, 2026

Commits on Jul 19, 2026

ci(cuda): raise Test CUDA job timeout to 480 min
Han Wang
committed