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[KDA] KDA MTP decode: recurrent + KVBuffer chunkwise verify + flush
- #96
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Jul 9, 2026
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[KDA] KDA MTP decode: recurrent + KVBuffer chunkwise verify + flush
#96
Longxmas
merged 19 commits into
inclusionAI:main
inclusionAI/cuLA:main
from
Longxmas:feat/kda-mtp-verify-4ops
Longxmas/cuLA_llk:feat/kda-mtp-verify-4ops
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Commits on Jun 16, 2026
[KDA] KDA MTP decode recurrent
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[KDA] KDA MTP decode kvbuffer chunkwise verify + flush
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[KDA] MTP decode review fixes: per-request runtime accept-len, skip padded CTAs, empty dummies
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Commits on Jun 23, 2026
[KDA] KDA MTP decode kvbuffer cg verify: bank-conflict fix + 3xTF32
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[KDA] KDA MTP decode: lower_bound safe gate for vk/ws/kv/cg/tp gates
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[KDA] KDA MTP decode: dynamic-N batch dim + ruff lint fixes
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[chore] apply ruff format
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Commits on Jun 25, 2026
[KDA] KDA MTP decode kvbuffer: batched all-layers flush
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[KDA] kvbuffer verify/flush: overflow-safe decay-ratio form (softplus support)
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[KDA] cg kvbuffer: 3xTF32 for the dsu=0 state-update GEMM
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[KDA] kvbuffer flush: dedicated BV selection (always smallest tile)
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Commits on Jul 3, 2026
[KDA] MTP vk verify: accept K-contiguous strided q/k/v (dyn-stride)
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[kda-mtp] recurrent_ws restore + naming pass (recurrent / tensor_core / shuffle) + d/k/g_buffer
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[kda-mtp] recurrent_ws ilp=2 (write-bound verify) + kvbuffer dispatch + canonical naming
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Commits on Jul 5, 2026
[kda-mtp] recurrent_ws + kvbuffer verify: accept K-contiguous strided q/k/v (dyn-stride)
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Commits on Jul 6, 2026
[kda-mtp] tests: cula.kda public API + recurrent_vk/recurrent_kv selectors; determinism 100000; drop sm90 wording; ruff
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[kda-mtp] docstrings: tidy kvbuffer numerical-form; drop recurrent oracle-tolerance line
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Commits on Jul 7, 2026
[kda-mtp] recurrent dispatch: route T==4 large-batch to recurrent_ws
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Commits on Jul 8, 2026
Merge upstream main into feat/kda-mtp-verify-4ops
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