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Implement 2-step conversion from fp32 to fp8 #28501

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xuchen-intel
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Details:

  • Implement reference conversion from fp16 to f8e4m3, and apply 2-step conversion, i.e., apply fp32->fp16, then fp16->fp8 for conversions from fp32 to fp8.

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@xuchen-intel xuchen-intel added this to the 2025.1 milestone Jan 17, 2025
@xuchen-intel xuchen-intel requested review from a team as code owners January 17, 2025 03:20
@github-actions github-actions bot added category: Core OpenVINO Core (aka ngraph) category: CPU OpenVINO CPU plugin labels Jan 17, 2025
@xuchen-intel xuchen-intel force-pushed the fix/two_step_downconversion branch 4 times, most recently from c5864f1 to b72fd64 Compare January 17, 2025 05:25
@xuchen-intel xuchen-intel changed the title [Draft] Implement 2-step conversion from fp32 to fp8 Implement 2-step conversion from fp32 to fp8 Jan 27, 2025
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@dmitry-gorokhov Hi Dmitry! Could you please take a look?

@praasz praasz self-assigned this Jan 27, 2025
@xuchen-intel xuchen-intel requested a review from praasz February 10, 2025 03:02
@xuchen-intel xuchen-intel force-pushed the fix/two_step_downconversion branch 2 times, most recently from 7d61fa0 to 3d8c62f Compare February 11, 2025 03:23
@xuchen-intel xuchen-intel requested a review from praasz February 11, 2025 03:23
@xuchen-intel xuchen-intel force-pushed the fix/two_step_downconversion branch from 3d8c62f to 7808775 Compare February 12, 2025 05:23
@xuchen-intel xuchen-intel force-pushed the fix/two_step_downconversion branch from 7808775 to 4c740c8 Compare February 14, 2025 03:40
@dmitry-gorokhov dmitry-gorokhov added this pull request to the merge queue Feb 18, 2025
Merged via the queue into openvinotoolkit:master with commit 3efb13a Feb 18, 2025
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category: Core OpenVINO Core (aka ngraph) category: CPU OpenVINO CPU plugin
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3 participants