mirror of
https://github.com/mit-han-lab/tinyengine.git
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237 lines
10 KiB
C
237 lines
10 KiB
C
/* ----------------------------------------------------------------------
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* Project: TinyEngine
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* Title: mutable_function.h
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*
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* Reference papers:
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* - MCUNet: Tiny Deep Learning on IoT Device, NeurIPS 2020
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* - MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning, NeurIPS 2021
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* - MCUNetV3: On-Device Training Under 256KB Memory, NeurIPS 2022
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* Contact authors:
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* - Wei-Ming Chen, wmchen@mit.edu
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* - Wei-Chen Wang, wweichen@mit.edu
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* - Ji Lin, jilin@mit.edu
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* - Ligeng Zhu, ligeng@mit.edu
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* - Song Han, songhan@mit.edu
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*
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* Target ISA: ARMv7E-M
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* -------------------------------------------------------------------- */
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#ifndef TINYENGINE_SOURCE_CONVOLUTIONFUNCTIONS_MIX_MUTABLE_FUNCTION_H_
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#define TINYENGINE_SOURCE_CONVOLUTIONFUNCTIONS_MIX_MUTABLE_FUNCTION_H_
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/* mutable functions */
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#if KERNEL_PRE == 4
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#define mix_read_and_pad_reordered b4_read_and_pad_reordered
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#define mix_nn_read_q7x4 b4_nn_read_q7x4
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#define mix_read_and_pad b4_read_and_pad
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#elif KERNEL_PRE == 2
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#define mix_read_and_pad_reordered b2_read_and_pad_reordered
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#define mix_nn_read_q7x4 b2_nn_read_q7x4
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#define mix_read_and_pad b2_read_and_pad
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#else
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#define mix_read_and_pad_reordered read_and_pad_reordered
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#define mix_nn_read_q7x4 arm_nn_read_q7x4
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#define mix_read_and_pad read_and_pad
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#endif
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#if INPUT_PRE == 4
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#define mix_q7_q15_offset_ele b4_q7_q15_offset_ele
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#elif INPUT_PRE == 2
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#define mix_q7_q15_offset_ele b2_q7_q15_offset_ele
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#else
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#define mix_q7_q15_offset_ele q7_q15_offset_ele
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#endif
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#if INPUT_PRE == 4
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#define mix_q7_q15_offset_reordered_ele b4_q15_offset_reordered_ele
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#define mix_load_1row_1col b4_load_1row_1col
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#define mix_load_1row_2col b4_load_1row_2col
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#define mix_load_1row_3col b4_load_1row_3col
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#define mix_load_1row_4col b4_load_1row_4col
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#define mix_load_1row_5col b4_load_1row_5col
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#define mix_load_1row_6col b4_load_1row_6col
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#define mix_load_1row_7col b4_load_1row_7col
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#define mix_load_2row_1col b4_load_2row_1col
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#define mix_load_2row_2col b4_load_2row_2col
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#define mix_load_2row_3col b4_load_2row_3col
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#define mix_load_2row_4col b4_load_2row_4col
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#define mix_load_2row_5col b4_load_2row_5col
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#define mix_load_2row_6col b4_load_2row_6col
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#define mix_load_2row_7col b4_load_2row_7col
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#define mix_load_3row_1col b4_load_3row_1col
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#define mix_load_3row_2col b4_load_3row_2col
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#define mix_load_3row_3col b4_load_3row_3col
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#define mix_load_3row_4col b4_load_3row_4col
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#define mix_load_3row_5col b4_load_3row_5col
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#define mix_load_3row_6col b4_load_3row_6col
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#define mix_load_3row_7col b4_load_3row_7col
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#define mix_load_4row_1col b4_load_4row_1col
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#define mix_load_4row_2col b4_load_4row_2col
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#define mix_load_4row_3col b4_load_4row_3col
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#define mix_load_4row_4col b4_load_4row_4col
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#define mix_load_4row_5col b4_load_4row_5col
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#define mix_load_4row_6col b4_load_4row_6col
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#define mix_load_4row_7col b4_load_4row_7col
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#define mix_load_5row_1col b4_load_5row_1col
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#define mix_load_5row_2col b4_load_5row_2col
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#define mix_load_5row_3col b4_load_5row_3col
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#define mix_load_5row_4col b4_load_5row_4col
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#define mix_load_5row_5col b4_load_5row_5col
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#define mix_load_5row_6col b4_load_5row_6col
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#define mix_load_5row_7col b4_load_5row_7col
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#define mix_load_6row_1col b4_load_6row_1col
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#define mix_load_6row_2col b4_load_6row_2col
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#define mix_load_6row_3col b4_load_6row_3col
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#define mix_load_6row_4col b4_load_6row_4col
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#define mix_load_6row_5col b4_load_6row_5col
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#define mix_load_6row_6col b4_load_6row_6col
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#define mix_load_6row_7col b4_load_6row_7col
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#define mix_load_7row_1col b4_load_7row_1col
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#define mix_load_7row_2col b4_load_7row_2col
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#define mix_load_7row_3col b4_load_7row_3col
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#define mix_load_7row_4col b4_load_7row_4col
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#define mix_load_7row_5col b4_load_7row_5col
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#define mix_load_7row_6col b4_load_7row_6col
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#define mix_load_7row_7col b4_load_7row_7col
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#elif INPUT_PRE == 2
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#define mix_q7_q15_offset_reordered_ele b2_q15_offset_reordered_ele
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#define mix_load_1row_1col b2_load_1row_1col
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#define mix_load_1row_2col b2_load_1row_2col
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#define mix_load_1row_3col b2_load_1row_3col
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#define mix_load_1row_4col b2_load_1row_4col
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#define mix_load_1row_5col b2_load_1row_5col
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#define mix_load_1row_6col b2_load_1row_6col
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#define mix_load_1row_7col b2_load_1row_7col
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#define mix_load_2row_1col b2_load_2row_1col
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#define mix_load_2row_2col b2_load_2row_2col
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#define mix_load_2row_3col b2_load_2row_3col
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#define mix_load_2row_4col b2_load_2row_4col
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#define mix_load_2row_5col b2_load_2row_5col
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#define mix_load_2row_6col b2_load_2row_6col
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#define mix_load_2row_7col b2_load_2row_7col
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#define mix_load_3row_1col b2_load_3row_1col
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#define mix_load_3row_2col b2_load_3row_2col
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#define mix_load_3row_3col b2_load_3row_3col
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#define mix_load_3row_4col b2_load_3row_4col
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#define mix_load_3row_5col b2_load_3row_5col
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#define mix_load_3row_6col b2_load_3row_6col
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#define mix_load_3row_7col b2_load_3row_7col
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#define mix_load_4row_1col b2_load_4row_1col
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#define mix_load_4row_2col b2_load_4row_2col
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#define mix_load_4row_3col b2_load_4row_3col
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#define mix_load_4row_4col b2_load_4row_4col
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#define mix_load_4row_5col b2_load_4row_5col
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#define mix_load_4row_6col b2_load_4row_6col
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#define mix_load_4row_7col b2_load_4row_7col
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#define mix_load_5row_1col b2_load_5row_1col
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#define mix_load_5row_2col b2_load_5row_2col
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#define mix_load_5row_3col b2_load_5row_3col
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#define mix_load_5row_4col b2_load_5row_4col
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#define mix_load_5row_5col b2_load_5row_5col
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#define mix_load_5row_6col b2_load_5row_6col
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#define mix_load_5row_7col b2_load_5row_7col
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#define mix_load_6row_1col b2_load_6row_1col
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#define mix_load_6row_2col b2_load_6row_2col
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#define mix_load_6row_3col b2_load_6row_3col
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#define mix_load_6row_4col b2_load_6row_4col
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#define mix_load_6row_5col b2_load_6row_5col
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#define mix_load_6row_6col b2_load_6row_6col
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#define mix_load_6row_7col b2_load_6row_7col
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#define mix_load_7row_1col b2_load_7row_1col
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#define mix_load_7row_2col b2_load_7row_2col
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#define mix_load_7row_3col b2_load_7row_3col
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#define mix_load_7row_4col b2_load_7row_4col
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#define mix_load_7row_5col b2_load_7row_5col
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#define mix_load_7row_6col b2_load_7row_6col
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#define mix_load_7row_7col b2_load_7row_7col
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#else
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#define mix_q7_q15_offset_reordered_ele q7_q15_offset_reordered_ele
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#define mix_load_1row_1col load_1row_1col
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#define mix_load_1row_2col load_1row_2col
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#define mix_load_1row_3col load_1row_3col
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#define mix_load_1row_4col load_1row_4col
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#define mix_load_1row_5col load_1row_5col
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#define mix_load_1row_6col load_1row_6col
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#define mix_load_1row_7col load_1row_7col
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#define mix_load_2row_1col load_2row_1col
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#define mix_load_2row_2col load_2row_2col
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#define mix_load_2row_3col load_2row_3col
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#define mix_load_2row_4col load_2row_4col
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#define mix_load_2row_5col load_2row_5col
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#define mix_load_2row_6col load_2row_6col
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#define mix_load_2row_7col load_2row_7col
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#define mix_load_3row_1col load_3row_1col
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#define mix_load_3row_2col load_3row_2col
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#define mix_load_3row_3col load_3row_3col
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#define mix_load_3row_4col load_3row_4col
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#define mix_load_3row_5col load_3row_5col
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#define mix_load_3row_6col load_3row_6col
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#define mix_load_3row_7col load_3row_7col
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#define mix_load_4row_1col load_4row_1col
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#define mix_load_4row_2col load_4row_2col
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#define mix_load_4row_3col load_4row_3col
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#define mix_load_4row_4col load_4row_4col
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#define mix_load_4row_5col load_4row_5col
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#define mix_load_4row_6col load_4row_6col
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#define mix_load_4row_7col load_4row_7col
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#define mix_load_5row_1col load_5row_1col
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#define mix_load_5row_2col load_5row_2col
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#define mix_load_5row_3col load_5row_3col
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#define mix_load_5row_4col load_5row_4col
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#define mix_load_5row_5col load_5row_5col
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#define mix_load_5row_6col load_5row_6col
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#define mix_load_5row_7col load_5row_7col
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#define mix_load_6row_1col load_6row_1col
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#define mix_load_6row_2col load_6row_2col
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#define mix_load_6row_3col load_6row_3col
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#define mix_load_6row_4col load_6row_4col
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#define mix_load_6row_5col load_6row_5col
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#define mix_load_6row_6col load_6row_6col
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#define mix_load_6row_7col load_6row_7col
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#define mix_load_7row_1col load_7row_1col
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#define mix_load_7row_2col load_7row_2col
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#define mix_load_7row_3col load_7row_3col
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#define mix_load_7row_4col load_7row_4col
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#define mix_load_7row_5col load_7row_5col
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#define mix_load_7row_6col load_7row_6col
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#define mix_load_7row_7col load_7row_7col
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#endif
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#if OUTPUT_PRE == 4
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#define mix_assign_requantize() b4_assign_requantize()
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#elif OUTPUT_PRE == 2
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#define mix_assign_requantize() b2_assign_requantize()
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#else
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#define mix_assign_requantize() assign_requantize()
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#endif
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#if KERNEL_PRE == 4
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#if OUTPUT_PRE == 4
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#define mix_nn_mat_mult_kernel_s8_s16_reordered b44_nn_mat_mult_kernel_s8_s16_reordered
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#define mix_nn_mat_mult_kernel_s8_s16_reordered_8mul b44_nn_mat_mult_kernel_s8_s16_reordered_8mul
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#elif OUTPUT_PRE == 2
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#define mix_nn_mat_mult_kernel_s8_s16_reordered b42_nn_mat_mult_kernel_s8_s16_reordered
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#define mix_nn_mat_mult_kernel_s8_s16_reordered_8mul b42_nn_mat_mult_kernel_s8_s16_reordered_8mul
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#else
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#define mix_nn_mat_mult_kernel_s8_s16_reordered b48_nn_mat_mult_kernel_s8_s16_reordered
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#define mix_nn_mat_mult_kernel_s8_s16_reordered_8mul b48_nn_mat_mult_kernel_s8_s16_reordered_8mul
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#endif//OUTPUT
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#elif KERNEL_PRE == 2
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#if OUTPUT_PRE == 4
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#define mix_nn_mat_mult_kernel_s8_s16_reordered b24_nn_mat_mult_kernel_s8_s16_reordered
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#define mix_nn_mat_mult_kernel_s8_s16_reordered_8mul b24_nn_mat_mult_kernel_s8_s16_reordered_8mul
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#elif OUTPUT_PRE == 2
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#define mix_nn_mat_mult_kernel_s8_s16_reordered b22_nn_mat_mult_kernel_s8_s16_reordered
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#define mix_nn_mat_mult_kernel_s8_s16_reordered_8mul b22_nn_mat_mult_kernel_s8_s16_reordered_8mul
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#else
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#define mix_nn_mat_mult_kernel_s8_s16_reordered b28_nn_mat_mult_kernel_s8_s16_reordered
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#define mix_nn_mat_mult_kernel_s8_s16_reordered_8mul b28_nn_mat_mult_kernel_s8_s16_reordered_8mul
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#endif//OUTPUT
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#else
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#define mix_nn_mat_mult_kernel_s8_s16_reordered arm_nn_mat_mult_kernel_s8_s16_reordered
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#define mix_nn_mat_mult_kernel_s8_s16_reordered_8mul arm_nn_mat_mult_kernel_s8_s16_reordered_8mul
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#endif
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#endif /* TINYENGINE_SOURCE_CONVOLUTIONFUNCTIONS_MIX_MUTABLE_FUNCTION_H_ */
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