├── .gitignore ├── CMakeLists.txt ├── Info.plist ├── LICENSE ├── README.md ├── cmake ├── ncnnConfig.cmake.in └── ncnn_generate_shader_spv_header.cmake ├── demo.jpg ├── examples ├── CMakeLists.txt └── hgpose.cpp ├── package.sh ├── src ├── CMakeLists.txt ├── allocator.cpp ├── allocator.h ├── benchmark.cpp ├── benchmark.h ├── blob.cpp ├── blob.h ├── command.cpp ├── command.h ├── convert_ycbcr.comp ├── cpu.cpp ├── cpu.h ├── datareader.cpp ├── datareader.h ├── gpu.cpp ├── gpu.h ├── layer.cpp ├── layer.h ├── layer │ ├── absval.cpp │ ├── absval.h │ ├── argmax.cpp │ ├── argmax.h │ ├── arm │ │ ├── absval_arm.cpp │ │ ├── absval_arm.h │ │ ├── batchnorm_arm.cpp │ │ ├── batchnorm_arm.h │ │ ├── bias_arm.cpp │ │ ├── bias_arm.h │ │ ├── binaryop_arm.cpp │ │ ├── binaryop_arm.h │ │ ├── cast_arm.cpp │ │ ├── cast_arm.h │ │ ├── clip_arm.cpp │ │ ├── clip_arm.h │ │ ├── concat_arm.cpp │ │ ├── concat_arm.h │ │ ├── convolution_1x1.h │ │ ├── convolution_1x1_int8.h │ │ ├── convolution_1x1_pack4.h │ │ ├── convolution_1x1_pack4to1.h │ │ ├── convolution_2x2.h │ │ ├── convolution_3x3.h │ │ ├── convolution_3x3_int8.h │ │ ├── convolution_3x3_pack1to4.h │ │ ├── convolution_3x3_pack4.h │ │ ├── convolution_3x3_pack4to1.h │ │ ├── convolution_4x4.h │ │ ├── convolution_5x5.h │ │ ├── convolution_5x5_pack4.h │ │ ├── convolution_7x7.h │ │ ├── convolution_7x7_pack1to4.h │ │ ├── convolution_arm.cpp │ │ ├── convolution_arm.h │ │ ├── convolution_sgemm.h │ │ ├── convolution_sgemm_int8.h │ │ ├── convolutiondepthwise_3x3.h │ │ ├── convolutiondepthwise_3x3_int8.h │ │ ├── convolutiondepthwise_3x3_pack4.h │ │ ├── convolutiondepthwise_5x5.h │ │ ├── convolutiondepthwise_5x5_pack4.h │ │ ├── convolutiondepthwise_arm.cpp │ │ ├── convolutiondepthwise_arm.h │ │ ├── crop_arm.cpp │ │ ├── crop_arm.h │ │ ├── deconvolution_3x3.h │ │ ├── deconvolution_4x4.h │ │ ├── deconvolution_arm.cpp │ │ ├── deconvolution_arm.h │ │ ├── deconvolutiondepthwise_arm.cpp │ │ ├── deconvolutiondepthwise_arm.h │ │ ├── dequantize_arm.cpp │ │ ├── dequantize_arm.h │ │ ├── dropout_arm.cpp │ │ ├── dropout_arm.h │ │ ├── eltwise_arm.cpp │ │ ├── eltwise_arm.h │ │ ├── flatten_arm.cpp │ │ ├── flatten_arm.h │ │ ├── gemm_symm_int8.h │ │ ├── hardsigmoid_arm.cpp │ │ ├── hardsigmoid_arm.h │ │ ├── hardswish_arm.cpp │ │ ├── hardswish_arm.h │ │ ├── innerproduct_arm.cpp │ │ ├── innerproduct_arm.h │ │ ├── interp_arm.cpp │ │ ├── interp_arm.h │ │ ├── lrn_arm.cpp │ │ ├── lrn_arm.h │ │ ├── neon_activation.h │ │ ├── neon_mathfun.h │ │ ├── neon_mathfun_tanh.h │ │ ├── packing_arm.cpp │ │ ├── packing_arm.h │ │ ├── padding_arm.cpp │ │ ├── padding_arm.h │ │ ├── pooling_2x2.h │ │ ├── pooling_2x2_pack4.h │ │ ├── pooling_3x3.h │ │ ├── pooling_3x3_pack4.h │ │ ├── pooling_arm.cpp │ │ ├── pooling_arm.h │ │ ├── prelu_arm.cpp │ │ ├── prelu_arm.h │ │ ├── quantize_arm.cpp │ │ ├── quantize_arm.h │ │ ├── relu_arm.cpp │ │ ├── relu_arm.h │ │ ├── requantize_arm.cpp │ │ ├── requantize_arm.h │ │ ├── reshape_arm.cpp │ │ ├── reshape_arm.h │ │ ├── scale_arm.cpp │ │ ├── scale_arm.h │ │ ├── selu_arm.cpp │ │ ├── selu_arm.h │ │ ├── shufflechannel_arm.cpp │ │ ├── shufflechannel_arm.h │ │ ├── sigmoid_arm.cpp │ │ ├── sigmoid_arm.h │ │ ├── slice_arm.cpp │ │ ├── slice_arm.h │ │ ├── softmax_arm.cpp │ │ ├── softmax_arm.h │ │ ├── tanh_arm.cpp │ │ ├── tanh_arm.h │ │ ├── unaryop_arm.cpp │ │ └── unaryop_arm.h │ ├── batchnorm.cpp │ ├── batchnorm.h │ ├── bias.cpp │ ├── bias.h │ ├── binaryop.cpp │ ├── binaryop.h │ ├── bnll.cpp │ ├── bnll.h │ ├── cast.cpp │ ├── cast.h │ ├── clip.cpp │ ├── clip.h │ ├── concat.cpp │ ├── concat.h │ ├── convolution.cpp │ ├── convolution.h │ ├── convolutiondepthwise.cpp │ ├── convolutiondepthwise.h │ ├── crop.cpp │ ├── crop.h │ ├── deconvolution.cpp │ ├── deconvolution.h │ ├── deconvolutiondepthwise.cpp │ ├── deconvolutiondepthwise.h │ ├── dequantize.cpp │ ├── dequantize.h │ ├── detectionoutput.cpp │ ├── detectionoutput.h │ ├── dropout.cpp │ ├── dropout.h │ ├── eltwise.cpp │ ├── eltwise.h │ ├── elu.cpp │ ├── elu.h │ ├── embed.cpp │ ├── embed.h │ ├── exp.cpp │ ├── exp.h │ ├── expanddims.cpp │ ├── expanddims.h │ ├── flatten.cpp │ ├── flatten.h │ ├── hardsigmoid.cpp │ ├── hardsigmoid.h │ ├── hardswish.cpp │ ├── hardswish.h │ ├── innerproduct.cpp │ ├── innerproduct.h │ ├── input.cpp │ ├── input.h │ ├── instancenorm.cpp │ ├── instancenorm.h │ ├── interp.cpp │ ├── interp.h │ ├── log.cpp │ ├── log.h │ ├── lrn.cpp │ ├── lrn.h │ ├── lstm.cpp │ ├── lstm.h │ ├── memorydata.cpp │ ├── memorydata.h │ ├── mips │ │ ├── absval_mips.cpp │ │ ├── absval_mips.h │ │ ├── bias_mips.cpp │ │ ├── bias_mips.h │ │ ├── clip_mips.cpp │ │ └── clip_mips.h │ ├── mvn.cpp │ ├── mvn.h │ ├── noop.cpp │ ├── noop.h │ ├── normalize.cpp │ ├── normalize.h │ ├── packing.cpp │ ├── packing.h │ ├── padding.cpp │ ├── padding.h │ ├── permute.cpp │ ├── permute.h │ ├── pixelshuffle.cpp │ ├── pixelshuffle.h │ ├── pooling.cpp │ ├── pooling.h │ ├── power.cpp │ ├── power.h │ ├── prelu.cpp │ ├── prelu.h │ ├── priorbox.cpp │ ├── priorbox.h │ ├── proposal.cpp │ ├── proposal.h │ ├── psroipooling.cpp │ ├── psroipooling.h │ ├── quantize.cpp │ ├── quantize.h │ ├── reduction.cpp │ ├── reduction.h │ ├── relu.cpp │ ├── relu.h │ ├── reorg.cpp │ ├── reorg.h │ ├── requantize.cpp │ ├── requantize.h │ ├── reshape.cpp │ ├── reshape.h │ ├── rnn.cpp │ ├── rnn.h │ ├── roialign.cpp │ ├── roialign.h │ ├── roipooling.cpp │ ├── roipooling.h │ ├── scale.cpp │ ├── scale.h │ ├── selu.cpp │ ├── selu.h │ ├── shufflechannel.cpp │ ├── shufflechannel.h │ ├── sigmoid.cpp │ ├── sigmoid.h │ ├── slice.cpp │ ├── slice.h │ ├── softmax.cpp │ ├── softmax.h │ ├── split.cpp │ ├── split.h │ ├── spp.cpp │ ├── spp.h │ ├── squeeze.cpp │ ├── squeeze.h │ ├── tanh.cpp │ ├── tanh.h │ ├── threshold.cpp │ ├── threshold.h │ ├── tile.cpp │ ├── tile.h │ ├── unaryop.cpp │ ├── unaryop.h │ ├── vulkan │ │ ├── absval_vulkan.cpp │ │ ├── absval_vulkan.h │ │ ├── batchnorm_vulkan.cpp │ │ ├── batchnorm_vulkan.h │ │ ├── binaryop_vulkan.cpp │ │ ├── binaryop_vulkan.h │ │ ├── cast_vulkan.cpp │ │ ├── cast_vulkan.h │ │ ├── clip_vulkan.cpp │ │ ├── clip_vulkan.h │ │ ├── concat_vulkan.cpp │ │ ├── concat_vulkan.h │ │ ├── convolution_vulkan.cpp │ │ ├── convolution_vulkan.h │ │ ├── convolutiondepthwise_vulkan.cpp │ │ ├── convolutiondepthwise_vulkan.h │ │ ├── crop_vulkan.cpp │ │ ├── crop_vulkan.h │ │ ├── deconvolution_vulkan.cpp │ │ ├── deconvolution_vulkan.h │ │ ├── deconvolutiondepthwise_vulkan.cpp │ │ ├── deconvolutiondepthwise_vulkan.h │ │ ├── dropout_vulkan.cpp │ │ ├── dropout_vulkan.h │ │ ├── eltwise_vulkan.cpp │ │ ├── eltwise_vulkan.h │ │ ├── flatten_vulkan.cpp │ │ ├── flatten_vulkan.h │ │ ├── hardsigmoid_vulkan.cpp │ │ ├── hardsigmoid_vulkan.h │ │ ├── hardswish_vulkan.cpp │ │ ├── hardswish_vulkan.h │ │ ├── innerproduct_vulkan.cpp │ │ ├── innerproduct_vulkan.h │ │ ├── instancenorm_vulkan.cpp │ │ ├── instancenorm_vulkan.h │ │ ├── interp_vulkan.cpp │ │ ├── interp_vulkan.h │ │ ├── lrn_vulkan.cpp │ │ ├── lrn_vulkan.h │ │ ├── normalize_vulkan.cpp │ │ ├── normalize_vulkan.h │ │ ├── packing_vulkan.cpp │ │ ├── packing_vulkan.h │ │ ├── padding_vulkan.cpp │ │ ├── padding_vulkan.h │ │ ├── permute_vulkan.cpp │ │ ├── permute_vulkan.h │ │ ├── pixelshuffle_vulkan.cpp │ │ ├── pixelshuffle_vulkan.h │ │ ├── pooling_vulkan.cpp │ │ ├── pooling_vulkan.h │ │ ├── prelu_vulkan.cpp │ │ ├── prelu_vulkan.h │ │ ├── priorbox_vulkan.cpp │ │ ├── priorbox_vulkan.h │ │ ├── relu_vulkan.cpp │ │ ├── relu_vulkan.h │ │ ├── reorg_vulkan.cpp │ │ ├── reorg_vulkan.h │ │ ├── reshape_vulkan.cpp │ │ ├── reshape_vulkan.h │ │ ├── scale_vulkan.cpp │ │ ├── scale_vulkan.h │ │ ├── shader │ │ │ ├── absval.comp │ │ │ ├── absval_pack4.comp │ │ │ ├── absval_pack8.comp │ │ │ ├── batchnorm.comp │ │ │ ├── batchnorm_pack4.comp │ │ │ ├── batchnorm_pack8.comp │ │ │ ├── binaryop.comp │ │ │ ├── binaryop_broadcast.comp │ │ │ ├── binaryop_broadcast_a1_pack4.comp │ │ │ ├── binaryop_broadcast_a1_pack8.comp │ │ │ ├── binaryop_broadcast_b1_pack4.comp │ │ │ ├── binaryop_broadcast_b1_pack8.comp │ │ │ ├── binaryop_broadcast_pack4.comp │ │ │ ├── binaryop_broadcast_pack8.comp │ │ │ ├── binaryop_pack4.comp │ │ │ ├── binaryop_pack8.comp │ │ │ ├── cast_fp16_to_fp32.comp │ │ │ ├── cast_fp16_to_fp32_pack4.comp │ │ │ ├── cast_fp16_to_fp32_pack8.comp │ │ │ ├── cast_fp32_to_fp16.comp │ │ │ ├── cast_fp32_to_fp16_pack4.comp │ │ │ ├── cast_fp32_to_fp16_pack8.comp │ │ │ ├── clip.comp │ │ │ ├── clip_pack4.comp │ │ │ ├── clip_pack8.comp │ │ │ ├── concat.comp │ │ │ ├── concat_pack4.comp │ │ │ ├── concat_pack4to1.comp │ │ │ ├── concat_pack8.comp │ │ │ ├── concat_pack8to1.comp │ │ │ ├── concat_pack8to4.comp │ │ │ ├── convolution.comp │ │ │ ├── convolution_1x1s1d1.comp │ │ │ ├── convolution_pack1to4.comp │ │ │ ├── convolution_pack1to8.comp │ │ │ ├── convolution_pack4.comp │ │ │ ├── convolution_pack4_1x1s1d1.comp │ │ │ ├── convolution_pack4_3x3s1d1_winograd23_gemm.comp │ │ │ ├── convolution_pack4_3x3s1d1_winograd23_transform_input.comp │ │ │ ├── convolution_pack4_3x3s1d1_winograd23_transform_output.comp │ │ │ ├── convolution_pack4to1.comp │ │ │ ├── convolution_pack4to8.comp │ │ │ ├── convolution_pack8.comp │ │ │ ├── convolution_pack8_1x1s1d1.comp │ │ │ ├── convolution_pack8_3x3s1d1_winograd23_gemm.comp │ │ │ ├── convolution_pack8_3x3s1d1_winograd23_transform_input.comp │ │ │ ├── convolution_pack8_3x3s1d1_winograd23_transform_output.comp │ │ │ ├── convolution_pack8to1.comp │ │ │ ├── convolution_pack8to4.comp │ │ │ ├── convolutiondepthwise.comp │ │ │ ├── convolutiondepthwise_group.comp │ │ │ ├── convolutiondepthwise_group_pack1to4.comp │ │ │ ├── convolutiondepthwise_group_pack1to8.comp │ │ │ ├── convolutiondepthwise_group_pack4.comp │ │ │ ├── convolutiondepthwise_group_pack4to1.comp │ │ │ ├── convolutiondepthwise_group_pack4to8.comp │ │ │ ├── convolutiondepthwise_group_pack8.comp │ │ │ ├── convolutiondepthwise_group_pack8to1.comp │ │ │ ├── convolutiondepthwise_group_pack8to4.comp │ │ │ ├── convolutiondepthwise_pack4.comp │ │ │ ├── convolutiondepthwise_pack8.comp │ │ │ ├── crop.comp │ │ │ ├── crop_pack1to4.comp │ │ │ ├── crop_pack1to8.comp │ │ │ ├── crop_pack4.comp │ │ │ ├── crop_pack4to1.comp │ │ │ ├── crop_pack4to8.comp │ │ │ ├── crop_pack8.comp │ │ │ ├── crop_pack8to1.comp │ │ │ ├── crop_pack8to4.comp │ │ │ ├── deconvolution.comp │ │ │ ├── deconvolution_pack1to4.comp │ │ │ ├── deconvolution_pack1to8.comp │ │ │ ├── deconvolution_pack4.comp │ │ │ ├── deconvolution_pack4to1.comp │ │ │ ├── deconvolution_pack4to8.comp │ │ │ ├── deconvolution_pack8.comp │ │ │ ├── deconvolution_pack8to1.comp │ │ │ ├── deconvolution_pack8to4.comp │ │ │ ├── deconvolutiondepthwise.comp │ │ │ ├── deconvolutiondepthwise_group.comp │ │ │ ├── deconvolutiondepthwise_group_pack1to4.comp │ │ │ ├── deconvolutiondepthwise_group_pack1to8.comp │ │ │ ├── deconvolutiondepthwise_group_pack4.comp │ │ │ ├── deconvolutiondepthwise_group_pack4to1.comp │ │ │ ├── deconvolutiondepthwise_group_pack4to8.comp │ │ │ ├── deconvolutiondepthwise_group_pack8.comp │ │ │ ├── deconvolutiondepthwise_group_pack8to1.comp │ │ │ ├── deconvolutiondepthwise_group_pack8to4.comp │ │ │ ├── deconvolutiondepthwise_pack4.comp │ │ │ ├── deconvolutiondepthwise_pack8.comp │ │ │ ├── dropout.comp │ │ │ ├── dropout_pack4.comp │ │ │ ├── dropout_pack8.comp │ │ │ ├── eltwise.comp │ │ │ ├── eltwise_pack4.comp │ │ │ ├── eltwise_pack8.comp │ │ │ ├── flatten.comp │ │ │ ├── flatten_pack1to4.comp │ │ │ ├── flatten_pack1to8.comp │ │ │ ├── flatten_pack4.comp │ │ │ ├── flatten_pack4to8.comp │ │ │ ├── flatten_pack8.comp │ │ │ ├── hardsigmoid.comp │ │ │ ├── hardsigmoid_pack4.comp │ │ │ ├── hardsigmoid_pack8.comp │ │ │ ├── hardswish.comp │ │ │ ├── hardswish_pack4.comp │ │ │ ├── hardswish_pack8.comp │ │ │ ├── innerproduct.comp │ │ │ ├── innerproduct_pack1to4.comp │ │ │ ├── innerproduct_pack1to8.comp │ │ │ ├── innerproduct_pack4.comp │ │ │ ├── innerproduct_pack4to1.comp │ │ │ ├── innerproduct_pack4to8.comp │ │ │ ├── innerproduct_pack8.comp │ │ │ ├── innerproduct_pack8to1.comp │ │ │ ├── innerproduct_pack8to4.comp │ │ │ ├── instancenorm_coeffs.comp │ │ │ ├── instancenorm_coeffs_pack4.comp │ │ │ ├── instancenorm_coeffs_pack8.comp │ │ │ ├── instancenorm_norm.comp │ │ │ ├── instancenorm_norm_pack4.comp │ │ │ ├── instancenorm_norm_pack8.comp │ │ │ ├── instancenorm_reduce_mean.comp │ │ │ ├── instancenorm_reduce_mean_pack4.comp │ │ │ ├── instancenorm_reduce_mean_pack8.comp │ │ │ ├── instancenorm_reduce_sum4_fp16_to_fp32.comp │ │ │ ├── instancenorm_reduce_sum4_fp16_to_fp32_pack4.comp │ │ │ ├── instancenorm_reduce_sum4_fp16_to_fp32_pack8.comp │ │ │ ├── instancenorm_reduce_sum4_fp32.comp │ │ │ ├── instancenorm_reduce_sum4_fp32_pack4.comp │ │ │ ├── instancenorm_reduce_sum4_fp32_pack8.comp │ │ │ ├── instancenorm_sub_mean_square.comp │ │ │ ├── instancenorm_sub_mean_square_pack4.comp │ │ │ ├── instancenorm_sub_mean_square_pack8.comp │ │ │ ├── interp.comp │ │ │ ├── interp_bicubic.comp │ │ │ ├── interp_bicubic_coeffs.comp │ │ │ ├── interp_bicubic_pack4.comp │ │ │ ├── interp_bicubic_pack8.comp │ │ │ ├── interp_pack4.comp │ │ │ ├── interp_pack8.comp │ │ │ ├── lrn_norm.comp │ │ │ ├── lrn_norm_across_channel_pack4.comp │ │ │ ├── lrn_norm_across_channel_pack8.comp │ │ │ ├── lrn_norm_within_channel_pack4.comp │ │ │ ├── lrn_norm_within_channel_pack8.comp │ │ │ ├── lrn_square_pad.comp │ │ │ ├── lrn_square_pad_across_channel_pack4.comp │ │ │ ├── lrn_square_pad_across_channel_pack8.comp │ │ │ ├── lrn_square_pad_within_channel_pack4.comp │ │ │ ├── lrn_square_pad_within_channel_pack8.comp │ │ │ ├── normalize_coeffs.comp │ │ │ ├── normalize_coeffs_pack4.comp │ │ │ ├── normalize_coeffs_pack8.comp │ │ │ ├── normalize_norm.comp │ │ │ ├── normalize_norm_pack4.comp │ │ │ ├── normalize_norm_pack8.comp │ │ │ ├── normalize_reduce_sum4_fp16_to_fp32.comp │ │ │ ├── normalize_reduce_sum4_fp16_to_fp32_pack4.comp │ │ │ ├── normalize_reduce_sum4_fp16_to_fp32_pack8.comp │ │ │ ├── normalize_reduce_sum4_fp32.comp │ │ │ ├── normalize_reduce_sum4_fp32_pack4.comp │ │ │ ├── normalize_reduce_sum4_fp32_pack8.comp │ │ │ ├── packing_1to4.comp │ │ │ ├── packing_1to8.comp │ │ │ ├── packing_4to1.comp │ │ │ ├── packing_4to8.comp │ │ │ ├── packing_8to1.comp │ │ │ ├── packing_8to4.comp │ │ │ ├── padding.comp │ │ │ ├── padding_pack4.comp │ │ │ ├── padding_pack8.comp │ │ │ ├── permute.comp │ │ │ ├── permute_pack1to4.comp │ │ │ ├── permute_pack1to8.comp │ │ │ ├── permute_pack4.comp │ │ │ ├── permute_pack4to1.comp │ │ │ ├── permute_pack4to8.comp │ │ │ ├── permute_pack8.comp │ │ │ ├── permute_pack8to1.comp │ │ │ ├── permute_pack8to4.comp │ │ │ ├── pixelshuffle.comp │ │ │ ├── pixelshuffle_pack4.comp │ │ │ ├── pixelshuffle_pack4to1.comp │ │ │ ├── pixelshuffle_pack8.comp │ │ │ ├── pixelshuffle_pack8to1.comp │ │ │ ├── pixelshuffle_pack8to4.comp │ │ │ ├── pooling.comp │ │ │ ├── pooling_global.comp │ │ │ ├── pooling_global_pack4.comp │ │ │ ├── pooling_global_pack8.comp │ │ │ ├── pooling_pack4.comp │ │ │ ├── pooling_pack8.comp │ │ │ ├── prelu.comp │ │ │ ├── prelu_pack4.comp │ │ │ ├── prelu_pack8.comp │ │ │ ├── priorbox.comp │ │ │ ├── priorbox_mxnet.comp │ │ │ ├── relu.comp │ │ │ ├── relu_pack4.comp │ │ │ ├── relu_pack8.comp │ │ │ ├── reorg.comp │ │ │ ├── reorg_pack1to4.comp │ │ │ ├── reorg_pack1to8.comp │ │ │ ├── reorg_pack4.comp │ │ │ ├── reorg_pack4to8.comp │ │ │ ├── reorg_pack8.comp │ │ │ ├── reshape.comp │ │ │ ├── reshape_pack1to4.comp │ │ │ ├── reshape_pack1to8.comp │ │ │ ├── reshape_pack4.comp │ │ │ ├── reshape_pack4to1.comp │ │ │ ├── reshape_pack4to8.comp │ │ │ ├── reshape_pack8.comp │ │ │ ├── reshape_pack8to1.comp │ │ │ ├── reshape_pack8to4.comp │ │ │ ├── scale.comp │ │ │ ├── scale_pack4.comp │ │ │ ├── scale_pack8.comp │ │ │ ├── shufflechannel.comp │ │ │ ├── shufflechannel_pack4.comp │ │ │ ├── shufflechannel_pack8.comp │ │ │ ├── sigmoid.comp │ │ │ ├── sigmoid_pack4.comp │ │ │ ├── sigmoid_pack8.comp │ │ │ ├── slice.comp │ │ │ ├── slice_pack1to4.comp │ │ │ ├── slice_pack1to8.comp │ │ │ ├── slice_pack4.comp │ │ │ ├── slice_pack8.comp │ │ │ ├── softmax_div_sum.comp │ │ │ ├── softmax_div_sum_pack4.comp │ │ │ ├── softmax_div_sum_pack8.comp │ │ │ ├── softmax_exp_sub_max.comp │ │ │ ├── softmax_exp_sub_max_pack4.comp │ │ │ ├── softmax_exp_sub_max_pack8.comp │ │ │ ├── softmax_reduce_max.comp │ │ │ ├── softmax_reduce_max_pack4.comp │ │ │ ├── softmax_reduce_max_pack8.comp │ │ │ ├── softmax_reduce_sum.comp │ │ │ ├── softmax_reduce_sum_pack4.comp │ │ │ ├── softmax_reduce_sum_pack8.comp │ │ │ ├── tanh.comp │ │ │ ├── tanh_pack4.comp │ │ │ ├── tanh_pack8.comp │ │ │ ├── unaryop.comp │ │ │ ├── unaryop_pack4.comp │ │ │ └── unaryop_pack8.comp │ │ ├── shufflechannel_vulkan.cpp │ │ ├── shufflechannel_vulkan.h │ │ ├── sigmoid_vulkan.cpp │ │ ├── sigmoid_vulkan.h │ │ ├── slice_vulkan.cpp │ │ ├── slice_vulkan.h │ │ ├── softmax_vulkan.cpp │ │ ├── softmax_vulkan.h │ │ ├── tanh_vulkan.cpp │ │ ├── tanh_vulkan.h │ │ ├── unaryop_vulkan.cpp │ │ └── unaryop_vulkan.h │ ├── x86 │ │ ├── avx_mathfun.h │ │ ├── cast_x86.cpp │ │ ├── cast_x86.h │ │ ├── convolution_1x1.h │ │ ├── convolution_1x1_int8.h │ │ ├── convolution_3x3.h │ │ ├── convolution_3x3_int8.h │ │ ├── convolution_5x5.h │ │ ├── convolution_7x7.h │ │ ├── convolution_sgemm.h │ │ ├── convolution_sgemm_int8.h │ │ ├── convolution_x86.cpp │ │ ├── convolution_x86.h │ │ ├── convolutiondepthwise_3x3.h │ │ ├── convolutiondepthwise_3x3_int8.h │ │ ├── convolutiondepthwise_x86.cpp │ │ ├── convolutiondepthwise_x86.h │ │ └── sse_mathfun.h │ ├── yolodetectionoutput.cpp │ ├── yolodetectionoutput.h │ ├── yolov3detectionoutput.cpp │ └── yolov3detectionoutput.h ├── layer_declaration.h.in ├── layer_registry.h.in ├── layer_shader_registry.h.in ├── layer_shader_spv_data.h.in ├── layer_type.h ├── layer_type_enum.h.in ├── mat.cpp ├── mat.h ├── mat_pixel.cpp ├── mat_pixel_android.cpp ├── mat_pixel_resize.cpp ├── mat_pixel_rotate.cpp ├── modelbin.cpp ├── modelbin.h ├── net.cpp ├── net.h ├── opencv.cpp ├── opencv.h ├── option.cpp ├── option.h ├── paramdict.cpp ├── paramdict.h ├── pipeline.cpp ├── pipeline.h └── platform.h.in ├── toolchains ├── aarch64-linux-gnu.toolchain.cmake ├── arm-linux-gnueabi.toolchain.cmake ├── arm-linux-gnueabihf.toolchain.cmake ├── himix100.toolchain.cmake ├── himix200.toolchain.cmake ├── hisiv300.toolchain.cmake ├── hisiv500.toolchain.cmake ├── hisiv600.toolchain.cmake ├── host.gcc.toolchain.cmake ├── ios.toolchain.cmake ├── iossimxc-x64.toolchain.cmake ├── iossimxc.toolchain.cmake ├── iosxc-arm64.toolchain.cmake ├── iosxc.toolchain.cmake ├── jetson.toolchain.cmake ├── mips-mti-linux-gnu.toolchain.cmake ├── mipsisa32r6-linux-gnu.toolchain.cmake └── pi3.toolchain.cmake └── tools ├── CMakeLists.txt ├── ncnn2mem.cpp ├── ncnnoptimize.cpp ├── onnx ├── CMakeLists.txt ├── onnx.proto └── onnx2ncnn.cpp ├── plugin ├── ImageWatchNCNN.natvis ├── ImageWatchNNIE.natvis ├── README.md ├── ncnn_snapshot.png └── nnie_snapshot.png └── quantize ├── CMakeLists.txt ├── README.md ├── ncnn2int8.cpp └── ncnn2table.cpp /.gitignore: -------------------------------------------------------------------------------- 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