deepin-ocr/3rdparty/ncnn/docs/developer-guide/operation-param-weight-table.md


|operation|param id|param phase|default value|weight order|
|:---:|:---:|:---:|:---:|:---:|
|AbsVal|||
|ArgMax|0|out_max_val|0|
||1|topk|1|
|BatchNorm|0|channels|0|slope mean variance bias|
||1|eps|0.f|
|Bias|0|bias_data_size|0|
|BinaryOp|0|op_type|0|
||1|with_scalar|0|
||2|b|0.f|
|BNLL|||
|Cast|0|type_from|0|
||1|type_to|0|
|Clip|0|min|-FLT_MAX|
||1|max|FLT_MAX|
|Concat|0|axis|0|
|Convolution|0|num_output|0|weight bias|
||1|kernel_w|0|
||2|dilation_w|1|
||3|stride_w|1|
||4|pad_left|0|
||5|bias_term|0|
||6|weight_data_size|0|
||8|int8_scale_term|0|
||9|activation_type|0|
||10|activation_params|[ ]|
||11|kernel_h|kernel_w|
||12|dilation_h|dilation_w|
||13|stride_h|stride_w|
||15|pad_right|pad_left|
||14|pad_top|pad_left|
||16|pad_bottom|pad_top|
||17|impl_type|0|
||18|pad_value|0.f|
|ConvolutionDepthWise|0|num_output|0|weight bias|
||1|kernel_w|0|
||2|dilation_w|1|
||3|stride_w|1|
||4|pad_left|0|
||5|bias_term|0|
||6|weight_data_size|0|
||7|group|1|
||8|int8_scale_term|0|
||9|activation_type|0|
||10|activation_params|[ ]|
||11|kernel_h|kernel_w|
||12|dilation_h|dilation_w|
||13|stride_h|stride_w|
||15|pad_right|pad_left|
||14|pad_top|pad_left|
||16|pad_bottom|pad_top|
||18|pad_value|0.f|
|Crop|0|woffset|0|
||1|hoffset|0|
||2|coffset|0|
||3|outw|0|
||4|outh|0|
||5|outc|0|
||6|woffset2|0|
||7|hoffset2|0|
||8|coffset2|0|
||9|starts|[ ]|
||10|ends|[ ]|
||11|axes|[ ]|
|Deconvolution|0|num_output|0|weight bias|
||1|kernel_w|0|
||2|dilation_w|1|
||3|stride_w|1|
||4|pad_left|0|
||5|bias_term|0|
||6|weight_data_size|0|
||9|activation_type|0|
||10|activation_params|[ ]|
||11|kernel_h|kernel_w|
||12|dilation_h|dilation_w|
||13|stride_h|stride_w|
||15|pad_right|pad_left|
||14|pad_top|pad_left|
||16|pad_bottom|pad_top|
||18|output_pad_right|0|
||19|output_pad_bottom|output_pad_right|
||20|output_w|0|
||21|output_h|output_w|
|DeconvolutionDepthWise|0|num_output|0|weight bias|
||1|kernel_w|0|
||2|dilation_w|1|
||3|stride_w|1|
||4|pad_left|0|
||5|bias_term|0|
||6|weight_data_size|0|
||7|group|1|
||9|activation_type|0|
||10|activation_params|[ ]|
||11|kernel_h|kernel_w|
||12|dilation_h|dilation_w|
||13|stride_h|stride_w|
||15|pad_right|pad_left|
||14|pad_top|pad_left|
||16|pad_bottom|pad_top|
||18|output_pad_right|0|
||19|output_pad_bottom|output_pad_right|
||20|output_w|0|
||21|output_h|output_w|
|Dequantize|0|scale|1.f|bias|
||1|bias_term|0|
||2|bias_data_size|0|
|DetectionOutput|0|num_class|0|
||1|nms_threshold|0.05f|
||2|nms_top_k|300|
||3|keep_top_k|100|
||4|confidence_threshold|0.5f|
||5|variances[0]|0.1f|
||6|variances[1]|0.1f|
||7|variances[2]|0.2f|
||8|variances[3]|0.2f|
|Dropout|0|scale|1.f|
|Eltwise|0|op_type|0|
||1|coeffs|[ ]|
|ELU|0|alpha|0.1f|
|Embed|0|num_output|0|weight bias|
||1|input_dim|0|
||2|bias_term|0|
||3|weight_data_size|0|
|Exp|0|base|-1.f|
||1|scale|1.f|
||2|shift|0.f|
|ExpandDims|0|expand_w|0|
||1|expand_h|0|
||2|expand_c|0|
||3|axes|[ ]|
|Flatten|||
|HardSigmoid|0|alpha|0.2f||
||1|beta|0.5f|
|HardSwish|0|alpha|0.2f||
||1|beta|0.5f|
|InnerProduct|0|num_output|0|weight bias|
||1|bias_term|0|
||2|weight_data_size|0|
||8|int8_scale_term|0|
||9|activation_type|0|
||10|activation_params|[ ]|
|Input|0|w|0|
||1|h|0|
||2|c|0|
|InstanceNorm|0|channels|0|gamma bias|
||1|eps|0.001f|
|Interp|0|resize_type|0|
||1|height_scale|1.f|
||2|width_scale|1.f|
||3|output_height|0|
||4|output_width|0|
|Log|0|base|-1.f|
||1|scale|1.f|
||2|shift|0.f|
|LRN|0|region_type|0|
||1|local_size|5|
||2|alpha|1.f|
||3|beta|0.75f|
||4|bias|1.f|
|LSTM|0|num_output|0|
||1|weight_data_size|1|
||2|direction|0|
|MemoryData|0|w|0|
||1|h|0|
||2|c|0|
|Mish|||
|MVN|0|normalize_variance|0|
||1|across_channels|0|
||2|eps|0.0001f|
|Noop|||
|Normalize|0|across_spatial|0|scale|
||4|across_channel|0|
||1|channel_shared|0|
||2|eps|0.0001f|
||9|eps_mode|0|
||3|scale_data_size|0|
|Packing|0|out_packing|1|
||1|use_padding|0|
||2|cast_type_from|0|
||3|cast_type_to|0|
||4|storage_type_from|0|
||5|storage_type_to|0|
|Padding|0|top|0|per_channel_pad_data|
||1|bottom|0|
||2|left|0|
||3|right|0|
||4|type|0|
||5|value|0.f|
||6|per_channel_pad_data_size|0|
||7|front|0|
||8|behind|0|
|Permute|0|order_type|0|
|PixelShuffle|0|upscale_factor|1|
|Pooling|0|pooling_type(0: max 1: avg)|0|
||1|kernel_w|0|
||11|kernel_h|kernel_w|
||2|stride_w|1|
||12|stride_h|stride_w|
||3|pad_left|0|
||14|pad_right|pad_left|
||13|pad_top|pad_left|
||15|pad_bottom|pad_top|
||4|global_pooling|0|
||5|pad_mode|0|
|Power|0|power|1.f|
||1|scale|1.f|
||2|shift|0.f|
|PReLU|0|num_slope|0|slope|
|PriorBox|0|min_sizes|[ ]|
||1|max_sizes|[ ]|
||2|aspect_ratios|[ ]|
||3|varainces[0]|0.f|
||4|varainces[1]|0.f|
||5|varainces[2]|0.f|
||6|varainces[3]|0.f|
||7|flip|1|
||8|clip|0|
||9|image_width|0|
||10|image_height|0|
||11|step_width|-233.f|
||12|step_height|-233.f|
||13|offset|0.f|
||14|step_mmdetection|0|
||15|center_mmdetection|0|
|Proposal|0|feat_stride|16|
||1|base_size|16|
||2|pre_nms_topN|6000|
||3|after_nms_topN|300|
||4|num_thresh|0.7f|
||5|min_size|16|
|PSROIPooling|0|pooled_width|7|
||1|pooled_height|7|
||2|spatial_scale|0.0625f|
||3|output_dim|0|
|Quantize|0|scale|1.f|
|Reduction|0|operation|0|
||1|dim|0|
||2|coeff|1.f|
||3|axes|[ ]|
||4|keepdims|0|
|ReLU|0|slope|0.f|
|Reorg|0|stride|0|
|Requantize|0|scale_in|1.f|bias|
||1|scale_out|1.f|
||2|bias_term|0|
||3|bias_data_size|0|
||4|fusion_relu|0|
|Reshape|0|w|-233|
||1|h|-233|
||2|c|-233|
||3|permute|0|
|ROIAlign|0|pooled_width|0|
||1|pooled_height|0|
||2|spatial_scale|1.f|
||3|sampling_ratio|0|
||4|aligned|0|
||5|version|0|
|ROIPooling|0|pooled_width|0|
||1|pooled_height|0|
||2|spatial_scale|1.f|
|Scale|0|scale_data_size|0|scale bias|
||1|bias_term|0|
|SELU|0|alpha|1.67326324f||
||1|lambda|1.050700987f|
|ShuffleChannel|0|group|1|
|Sigmoid|||
|Slice|0|slices|[ ]|
||1|axis|0|
|Softmax|0|axis|0|
|Split|||
|SPP|0|pooling_type|0|
||1|pyramid_height|1|
|Squeeze|0|squeeze_w|0|
||1|squeeze_h|0|
||2|squeeze_c|0|
||3|axes|[ ]|
|StatisticsPooling|0|include_stddev|0|
|Swish|||
|TanH|||
|Threshold|0|threshold|0.f|
|Tile|0|dim|0|
||1|tiles|1|
|UnaryOp|0|op_type|0|
|YoloDetectionOutput|0|num_class|20|
||1|num_box|5|
||2|confidence_threshold|0.01f|
||3|num_threshold|0.45f|
||4|biases|[]|
|Yolov3DetectionOutput|0|num_class|20|
||1|num_box|5|
||2|confidence_threshold|0.01f|
||3|num_threshold|0.45f|
||4|biases|[]|
||5|mask|[]|
||6|anchors_scale|[]|
|RNN|0|num_output|0|
||1|weight_data_size|0|
||2|direction|0|
|MultiHeadAttention|0|embed_dim|0|
||1|num_head|1|
||2|weight_data_size|0|
feat: 切换后端至PaddleOCR-NCNN，切换工程为CMake 1.项目后端整体迁移至PaddleOCR-NCNN算法，已通过基本的兼容性测试 2.工程改为使用CMake组织，后续为了更好地兼容第三方库，不再提供QMake工程 3.重整权利声明文件，重整代码工程，确保最小化侵权风险 Log: 切换后端至PaddleOCR-NCNN，切换工程为CMake Change-Id: I4d5d2c5d37505a4a24b389b1a4c5d12f17bfa38c 2022-05-10 09:54:44 +08:00
			`\|operation\|param id\|param phase\|default value\|weight order\|`
			`\|:---:\|:---:\|:---:\|:---:\|:---:\|`
			`\|AbsVal\|\|\|`
			`\|ArgMax\|0\|out_max_val\|0\|`
			`\|\|1\|topk\|1\|`
			`\|BatchNorm\|0\|channels\|0\|slope mean variance bias\|`
			`\|\|1\|eps\|0.f\|`
			`\|Bias\|0\|bias_data_size\|0\|`
			`\|BinaryOp\|0\|op_type\|0\|`
			`\|\|1\|with_scalar\|0\|`
			`\|\|2\|b\|0.f\|`
			`\|BNLL\|\|\|`
			`\|Cast\|0\|type_from\|0\|`
			`\|\|1\|type_to\|0\|`
			`\|Clip\|0\|min\|-FLT_MAX\|`
			`\|\|1\|max\|FLT_MAX\|`
			`\|Concat\|0\|axis\|0\|`
			`\|Convolution\|0\|num_output\|0\|weight bias\|`
			`\|\|1\|kernel_w\|0\|`
			`\|\|2\|dilation_w\|1\|`
			`\|\|3\|stride_w\|1\|`
			`\|\|4\|pad_left\|0\|`
			`\|\|5\|bias_term\|0\|`
			`\|\|6\|weight_data_size\|0\|`
			`\|\|8\|int8_scale_term\|0\|`
			`\|\|9\|activation_type\|0\|`
			`\|\|10\|activation_params\|[ ]\|`
			`\|\|11\|kernel_h\|kernel_w\|`
			`\|\|12\|dilation_h\|dilation_w\|`
			`\|\|13\|stride_h\|stride_w\|`
			`\|\|15\|pad_right\|pad_left\|`
			`\|\|14\|pad_top\|pad_left\|`
			`\|\|16\|pad_bottom\|pad_top\|`
			`\|\|17\|impl_type\|0\|`
			`\|\|18\|pad_value\|0.f\|`
			`\|ConvolutionDepthWise\|0\|num_output\|0\|weight bias\|`
			`\|\|1\|kernel_w\|0\|`
			`\|\|2\|dilation_w\|1\|`
			`\|\|3\|stride_w\|1\|`
			`\|\|4\|pad_left\|0\|`
			`\|\|5\|bias_term\|0\|`
			`\|\|6\|weight_data_size\|0\|`
			`\|\|7\|group\|1\|`
			`\|\|8\|int8_scale_term\|0\|`
			`\|\|9\|activation_type\|0\|`
			`\|\|10\|activation_params\|[ ]\|`
			`\|\|11\|kernel_h\|kernel_w\|`
			`\|\|12\|dilation_h\|dilation_w\|`
			`\|\|13\|stride_h\|stride_w\|`
			`\|\|15\|pad_right\|pad_left\|`
			`\|\|14\|pad_top\|pad_left\|`
			`\|\|16\|pad_bottom\|pad_top\|`
			`\|\|18\|pad_value\|0.f\|`
			`\|Crop\|0\|woffset\|0\|`
			`\|\|1\|hoffset\|0\|`
			`\|\|2\|coffset\|0\|`
			`\|\|3\|outw\|0\|`
			`\|\|4\|outh\|0\|`
			`\|\|5\|outc\|0\|`
			`\|\|6\|woffset2\|0\|`
			`\|\|7\|hoffset2\|0\|`
			`\|\|8\|coffset2\|0\|`
			`\|\|9\|starts\|[ ]\|`
			`\|\|10\|ends\|[ ]\|`
			`\|\|11\|axes\|[ ]\|`
			`\|Deconvolution\|0\|num_output\|0\|weight bias\|`
			`\|\|1\|kernel_w\|0\|`
			`\|\|2\|dilation_w\|1\|`
			`\|\|3\|stride_w\|1\|`
			`\|\|4\|pad_left\|0\|`
			`\|\|5\|bias_term\|0\|`
			`\|\|6\|weight_data_size\|0\|`
			`\|\|9\|activation_type\|0\|`
			`\|\|10\|activation_params\|[ ]\|`
			`\|\|11\|kernel_h\|kernel_w\|`
			`\|\|12\|dilation_h\|dilation_w\|`
			`\|\|13\|stride_h\|stride_w\|`
			`\|\|15\|pad_right\|pad_left\|`
			`\|\|14\|pad_top\|pad_left\|`
			`\|\|16\|pad_bottom\|pad_top\|`
			`\|\|18\|output_pad_right\|0\|`
			`\|\|19\|output_pad_bottom\|output_pad_right\|`
			`\|\|20\|output_w\|0\|`
			`\|\|21\|output_h\|output_w\|`
			`\|DeconvolutionDepthWise\|0\|num_output\|0\|weight bias\|`
			`\|\|1\|kernel_w\|0\|`
			`\|\|2\|dilation_w\|1\|`
			`\|\|3\|stride_w\|1\|`
			`\|\|4\|pad_left\|0\|`
			`\|\|5\|bias_term\|0\|`
			`\|\|6\|weight_data_size\|0\|`
			`\|\|7\|group\|1\|`
			`\|\|9\|activation_type\|0\|`
			`\|\|10\|activation_params\|[ ]\|`
			`\|\|11\|kernel_h\|kernel_w\|`
			`\|\|12\|dilation_h\|dilation_w\|`
			`\|\|13\|stride_h\|stride_w\|`
			`\|\|15\|pad_right\|pad_left\|`
			`\|\|14\|pad_top\|pad_left\|`
			`\|\|16\|pad_bottom\|pad_top\|`
			`\|\|18\|output_pad_right\|0\|`
			`\|\|19\|output_pad_bottom\|output_pad_right\|`
			`\|\|20\|output_w\|0\|`
			`\|\|21\|output_h\|output_w\|`
			`\|Dequantize\|0\|scale\|1.f\|bias\|`
			`\|\|1\|bias_term\|0\|`
			`\|\|2\|bias_data_size\|0\|`
			`\|DetectionOutput\|0\|num_class\|0\|`
			`\|\|1\|nms_threshold\|0.05f\|`
			`\|\|2\|nms_top_k\|300\|`
			`\|\|3\|keep_top_k\|100\|`
			`\|\|4\|confidence_threshold\|0.5f\|`
			`\|\|5\|variances[0]\|0.1f\|`
			`\|\|6\|variances[1]\|0.1f\|`
			`\|\|7\|variances[2]\|0.2f\|`
			`\|\|8\|variances[3]\|0.2f\|`
			`\|Dropout\|0\|scale\|1.f\|`
			`\|Eltwise\|0\|op_type\|0\|`
			`\|\|1\|coeffs\|[ ]\|`
			`\|ELU\|0\|alpha\|0.1f\|`
			`\|Embed\|0\|num_output\|0\|weight bias\|`
			`\|\|1\|input_dim\|0\|`
			`\|\|2\|bias_term\|0\|`
			`\|\|3\|weight_data_size\|0\|`
			`\|Exp\|0\|base\|-1.f\|`
			`\|\|1\|scale\|1.f\|`
			`\|\|2\|shift\|0.f\|`
			`\|ExpandDims\|0\|expand_w\|0\|`
			`\|\|1\|expand_h\|0\|`
			`\|\|2\|expand_c\|0\|`
			`\|\|3\|axes\|[ ]\|`
			`\|Flatten\|\|\|`
			`\|HardSigmoid\|0\|alpha\|0.2f\|\|`
			`\|\|1\|beta\|0.5f\|`
			`\|HardSwish\|0\|alpha\|0.2f\|\|`
			`\|\|1\|beta\|0.5f\|`
			`\|InnerProduct\|0\|num_output\|0\|weight bias\|`
			`\|\|1\|bias_term\|0\|`
			`\|\|2\|weight_data_size\|0\|`
			`\|\|8\|int8_scale_term\|0\|`
			`\|\|9\|activation_type\|0\|`
			`\|\|10\|activation_params\|[ ]\|`
			`\|Input\|0\|w\|0\|`
			`\|\|1\|h\|0\|`
			`\|\|2\|c\|0\|`
			`\|InstanceNorm\|0\|channels\|0\|gamma bias\|`
			`\|\|1\|eps\|0.001f\|`
			`\|Interp\|0\|resize_type\|0\|`
			`\|\|1\|height_scale\|1.f\|`
			`\|\|2\|width_scale\|1.f\|`
			`\|\|3\|output_height\|0\|`
			`\|\|4\|output_width\|0\|`
			`\|Log\|0\|base\|-1.f\|`
			`\|\|1\|scale\|1.f\|`
			`\|\|2\|shift\|0.f\|`
			`\|LRN\|0\|region_type\|0\|`
			`\|\|1\|local_size\|5\|`
			`\|\|2\|alpha\|1.f\|`
			`\|\|3\|beta\|0.75f\|`
			`\|\|4\|bias\|1.f\|`
			`\|LSTM\|0\|num_output\|0\|`
			`\|\|1\|weight_data_size\|1\|`
			`\|\|2\|direction\|0\|`
			`\|MemoryData\|0\|w\|0\|`
			`\|\|1\|h\|0\|`
			`\|\|2\|c\|0\|`
			`\|Mish\|\|\|`
			`\|MVN\|0\|normalize_variance\|0\|`
			`\|\|1\|across_channels\|0\|`
			`\|\|2\|eps\|0.0001f\|`
			`\|Noop\|\|\|`
			`\|Normalize\|0\|across_spatial\|0\|scale\|`
			`\|\|4\|across_channel\|0\|`
			`\|\|1\|channel_shared\|0\|`
			`\|\|2\|eps\|0.0001f\|`
			`\|\|9\|eps_mode\|0\|`
			`\|\|3\|scale_data_size\|0\|`
			`\|Packing\|0\|out_packing\|1\|`
			`\|\|1\|use_padding\|0\|`
			`\|\|2\|cast_type_from\|0\|`
			`\|\|3\|cast_type_to\|0\|`
			`\|\|4\|storage_type_from\|0\|`
			`\|\|5\|storage_type_to\|0\|`
			`\|Padding\|0\|top\|0\|per_channel_pad_data\|`
			`\|\|1\|bottom\|0\|`
			`\|\|2\|left\|0\|`
			`\|\|3\|right\|0\|`
			`\|\|4\|type\|0\|`
			`\|\|5\|value\|0.f\|`
			`\|\|6\|per_channel_pad_data_size\|0\|`
			`\|\|7\|front\|0\|`
			`\|\|8\|behind\|0\|`
			`\|Permute\|0\|order_type\|0\|`
			`\|PixelShuffle\|0\|upscale_factor\|1\|`
			`\|Pooling\|0\|pooling_type(0: max 1: avg)\|0\|`
			`\|\|1\|kernel_w\|0\|`
			`\|\|11\|kernel_h\|kernel_w\|`
			`\|\|2\|stride_w\|1\|`
			`\|\|12\|stride_h\|stride_w\|`
			`\|\|3\|pad_left\|0\|`
			`\|\|14\|pad_right\|pad_left\|`
			`\|\|13\|pad_top\|pad_left\|`
			`\|\|15\|pad_bottom\|pad_top\|`
			`\|\|4\|global_pooling\|0\|`
			`\|\|5\|pad_mode\|0\|`
			`\|Power\|0\|power\|1.f\|`
			`\|\|1\|scale\|1.f\|`
			`\|\|2\|shift\|0.f\|`
			`\|PReLU\|0\|num_slope\|0\|slope\|`
			`\|PriorBox\|0\|min_sizes\|[ ]\|`
			`\|\|1\|max_sizes\|[ ]\|`
			`\|\|2\|aspect_ratios\|[ ]\|`
			`\|\|3\|varainces[0]\|0.f\|`
			`\|\|4\|varainces[1]\|0.f\|`
			`\|\|5\|varainces[2]\|0.f\|`
			`\|\|6\|varainces[3]\|0.f\|`
			`\|\|7\|flip\|1\|`
			`\|\|8\|clip\|0\|`
			`\|\|9\|image_width\|0\|`
			`\|\|10\|image_height\|0\|`
			`\|\|11\|step_width\|-233.f\|`
			`\|\|12\|step_height\|-233.f\|`
			`\|\|13\|offset\|0.f\|`
			`\|\|14\|step_mmdetection\|0\|`
			`\|\|15\|center_mmdetection\|0\|`
			`\|Proposal\|0\|feat_stride\|16\|`
			`\|\|1\|base_size\|16\|`
			`\|\|2\|pre_nms_topN\|6000\|`
			`\|\|3\|after_nms_topN\|300\|`
			`\|\|4\|num_thresh\|0.7f\|`
			`\|\|5\|min_size\|16\|`
			`\|PSROIPooling\|0\|pooled_width\|7\|`
			`\|\|1\|pooled_height\|7\|`
			`\|\|2\|spatial_scale\|0.0625f\|`
			`\|\|3\|output_dim\|0\|`
			`\|Quantize\|0\|scale\|1.f\|`
			`\|Reduction\|0\|operation\|0\|`
			`\|\|1\|dim\|0\|`
			`\|\|2\|coeff\|1.f\|`
			`\|\|3\|axes\|[ ]\|`
			`\|\|4\|keepdims\|0\|`
			`\|ReLU\|0\|slope\|0.f\|`
			`\|Reorg\|0\|stride\|0\|`
			`\|Requantize\|0\|scale_in\|1.f\|bias\|`
			`\|\|1\|scale_out\|1.f\|`
			`\|\|2\|bias_term\|0\|`
			`\|\|3\|bias_data_size\|0\|`
			`\|\|4\|fusion_relu\|0\|`
			`\|Reshape\|0\|w\|-233\|`
			`\|\|1\|h\|-233\|`
			`\|\|2\|c\|-233\|`
			`\|\|3\|permute\|0\|`
			`\|ROIAlign\|0\|pooled_width\|0\|`
			`\|\|1\|pooled_height\|0\|`
			`\|\|2\|spatial_scale\|1.f\|`
			`\|\|3\|sampling_ratio\|0\|`
			`\|\|4\|aligned\|0\|`
			`\|\|5\|version\|0\|`
			`\|ROIPooling\|0\|pooled_width\|0\|`
			`\|\|1\|pooled_height\|0\|`
			`\|\|2\|spatial_scale\|1.f\|`
			`\|Scale\|0\|scale_data_size\|0\|scale bias\|`
			`\|\|1\|bias_term\|0\|`
			`\|SELU\|0\|alpha\|1.67326324f\|\|`
			`\|\|1\|lambda\|1.050700987f\|`
			`\|ShuffleChannel\|0\|group\|1\|`
			`\|Sigmoid\|\|\|`
			`\|Slice\|0\|slices\|[ ]\|`
			`\|\|1\|axis\|0\|`
			`\|Softmax\|0\|axis\|0\|`
			`\|Split\|\|\|`
			`\|SPP\|0\|pooling_type\|0\|`
			`\|\|1\|pyramid_height\|1\|`
			`\|Squeeze\|0\|squeeze_w\|0\|`
			`\|\|1\|squeeze_h\|0\|`
			`\|\|2\|squeeze_c\|0\|`
			`\|\|3\|axes\|[ ]\|`
			`\|StatisticsPooling\|0\|include_stddev\|0\|`
			`\|Swish\|\|\|`
			`\|TanH\|\|\|`
			`\|Threshold\|0\|threshold\|0.f\|`
			`\|Tile\|0\|dim\|0\|`
			`\|\|1\|tiles\|1\|`
			`\|UnaryOp\|0\|op_type\|0\|`
			`\|YoloDetectionOutput\|0\|num_class\|20\|`
			`\|\|1\|num_box\|5\|`
			`\|\|2\|confidence_threshold\|0.01f\|`
			`\|\|3\|num_threshold\|0.45f\|`
			`\|\|4\|biases\|[]\|`
			`\|Yolov3DetectionOutput\|0\|num_class\|20\|`
			`\|\|1\|num_box\|5\|`
			`\|\|2\|confidence_threshold\|0.01f\|`
			`\|\|3\|num_threshold\|0.45f\|`
			`\|\|4\|biases\|[]\|`
			`\|\|5\|mask\|[]\|`
			`\|\|6\|anchors_scale\|[]\|`
			`\|RNN\|0\|num_output\|0\|`
			`\|\|1\|weight_data_size\|0\|`
			`\|\|2\|direction\|0\|`
			`\|MultiHeadAttention\|0\|embed_dim\|0\|`
			`\|\|1\|num_head\|1\|`
			`\|\|2\|weight_data_size\|0\|`