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deepmodeling
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deepmd-kit
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perf(lmdb): parallelize batch decoding and support epoch-based schedules
- #5914
#5914
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OutisLi
merged 11 commits into
deepmodeling:master
deepmodeling/deepmd-kit:master
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OutisLi:pr/lmdb-schedule
OutisLi/dpmd-public:pr/lmdb-schedule
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Jul 30, 2026
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perf(lmdb): parallelize batch decoding and support epoch-based schedules
#5914
OutisLi
merged 11 commits into
deepmodeling:master
deepmodeling/deepmd-kit:master
from
OutisLi:pr/lmdb-schedule
OutisLi/dpmd-public:pr/lmdb-schedule
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Commits
Commits on Jul 28, 2026
perf(lmdb): parallelize batch decoding across PT backends
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feat(pt_expt): derive the run length from training epochs
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fix(lmdb): make batch loader a finite iterable
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fix(lmdb): harden schedule and decoder edge cases
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fix(lmdb): advance sampler state between epochs
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Commits on Jul 29, 2026
Merge upstream/master into pr/lmdb-schedule
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fix(lmdb): keep a lost decoder from stranding the training run
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fix(lmdb): keep batch grouping and collation consistent with parallel decode
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fix(lmdb): synchronize distributed batch scheduling
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test(lmdb): make decoder failure injection deterministic
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Commits on Jul 30, 2026
fix(lmdb): align statistics grouping and decoder shutdown
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