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[luci/pass] introduce quantize weight with GPTQ pass #14285

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Commits on Oct 31, 2024

  1. [luci-pass] Introduce GPTQ pass

    This pr introduces quantize weight with GPTQ.
    
    ONE-DCO-1.0-Signed-off-by: Banseok Lee <[email protected]>
    y01000.you committed Oct 31, 2024
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  2. [luci-pass] Add cal_offset_2d

    Add a function for calculating offset of 2d tensor.
    
    ONE-DCO-1.0-Signed-off-by: young cheon <[email protected]>
    y01000.you committed Oct 31, 2024
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  3. Refactoring and clean-up

    This patch includes minor refactoring to improve overall code quality.
    
    ONE-DCO-1.0-Signed-off-by: y01000.you <[email protected]>
    y01000.you committed Oct 31, 2024
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Commits on Nov 1, 2024

  1. Add description, and extract variables in GPTQPass

    This commit adds a description to the QuantizeWeightsWithGPTQPass class. Additionally, some variables have been extracted from the function parameters to improve readability and maintainability.
    
    ONE-DCO-1.0-Signed-off-by: y01000.you <[email protected]>
    y01000.you committed Nov 1, 2024
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  2. Add GPTQ algorithm and hessian map support for circle quantizer

    This commit adds support for the GPTQ algorithm and hessian map to the CircleQuantizer class in LUCI.
    
    ONE-DCO-1.0-Signed-off-by: y01000.you <[email protected]>
    y01000.you committed Nov 1, 2024
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  3. Refactor GPTQPass to improve readability and maintainability

    This commit refactors the QuantizeWeightsWithGPTQPass.cpp file to improve its readability and maintainability.
    
    ONE-DCO-1.0-Signed-off-by: y01000.you <[email protected]>
    y01000.you committed Nov 1, 2024
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