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Add QuantizedDBuffer for MXFP8 plane storage - #7265

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Add QuantizedDBuffer for MXFP8 plane storage#7265
wujingyue wants to merge 2 commits into
NVIDIA:pull-request/7257from
wujingyue:agent/mfsdp-quantized-dbuffer

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@wujingyue wujingyue commented Sep 11, 2026

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Split the buffer abstraction and its tests out of #7114. Depends on #7257 (DBuffer layout allocation), itself based on #6978.

Adds QuantizedDBuffer and its public export. It composes MXFP8 data and scale planes, derives scale ownership from the data layout, constructs TE wrappers, and supports quantization and redistribution. Includes buffer collective and scale-layout tests.

MFSDP parameter integration and end-to-end training tests remain in #7114, now stacked on this PR.

Validation: standalone test_quantized_dbuffer.py passed on two GB200 ranks (3 tests per rank).

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wujingyue changed the base branch from main to pull-request/7257 September 11, 2026 23:13
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/ok to test 654e29f

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/ok to test 654e29f

Signed-off-by: Jingyue Wu <jingyuew@nvidia.com>
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wujingyue force-pushed the agent/mfsdp-quantized-dbuffer branch from 654e29f to c1f8617 Compare September 11, 2026 23:18
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wujingyue requested review from a team as code owners September 11, 2026 23:18
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/ok to test c1f8617

Signed-off-by: Jingyue Wu <jingyuew@nvidia.com>
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/ok to test ce7702f

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