[ET-VK][qconv][ez] Make q8ta_im2col shader support stride_w != 1#17442

Merged

SS-JIA merged 9 commits into

gh/SS-JIA/428/origfrom

gh/SS-JIA/417/orig

Feb 13, 2026

Commits on Feb 13, 2026

[ET-VK][qconv][ez] Make q8ta_im2col shader support stride_w != 1
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[ET-VK][qconv] Dynamically select between im2col path and general path

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[ET-VK] Migrate to use new q8ta_conv2d ops

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[ET-VK][ez] Add AOT support for PackedInt8_4C1W dtype

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[ET-VK][ez] Make q8ta_conv2d use 4C1W layout

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[ET-VK] Layout-flexible impl of quantized binary

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[ET-VK] Add nchw_to_int8x4_buffer shader for prepacking int8 staging data

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[ET-VK][qconv2d][ez] Don't use im2col path for general convs

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[ET-VK][profiling] Add additional profiling blocks

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