718c41634f
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
304 lines
6.3 KiB
Markdown
304 lines
6.3 KiB
Markdown
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|operation|param id|param phase|default value|weight order|
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|:---:|:---:|:---:|:---:|:---:|
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|AbsVal|||
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|ArgMax|0|out_max_val|0|
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||1|topk|1|
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|BatchNorm|0|channels|0|slope mean variance bias|
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||1|eps|0.f|
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|Bias|0|bias_data_size|0|
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|BinaryOp|0|op_type|0|
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||1|with_scalar|0|
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||2|b|0.f|
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|BNLL|||
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|Cast|0|type_from|0|
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||1|type_to|0|
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|Clip|0|min|-FLT_MAX|
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||1|max|FLT_MAX|
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|Concat|0|axis|0|
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|Convolution|0|num_output|0|weight bias|
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||1|kernel_w|0|
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||2|dilation_w|1|
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||3|stride_w|1|
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||4|pad_left|0|
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||5|bias_term|0|
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||6|weight_data_size|0|
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||8|int8_scale_term|0|
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||9|activation_type|0|
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||10|activation_params|[ ]|
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||11|kernel_h|kernel_w|
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||12|dilation_h|dilation_w|
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||13|stride_h|stride_w|
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||15|pad_right|pad_left|
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||14|pad_top|pad_left|
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||16|pad_bottom|pad_top|
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||17|impl_type|0|
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||18|pad_value|0.f|
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|ConvolutionDepthWise|0|num_output|0|weight bias|
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||1|kernel_w|0|
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||2|dilation_w|1|
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||3|stride_w|1|
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||4|pad_left|0|
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||5|bias_term|0|
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||6|weight_data_size|0|
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||7|group|1|
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||8|int8_scale_term|0|
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||9|activation_type|0|
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||10|activation_params|[ ]|
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||11|kernel_h|kernel_w|
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||12|dilation_h|dilation_w|
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||13|stride_h|stride_w|
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||15|pad_right|pad_left|
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||14|pad_top|pad_left|
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||16|pad_bottom|pad_top|
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||18|pad_value|0.f|
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|Crop|0|woffset|0|
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||1|hoffset|0|
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||2|coffset|0|
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||3|outw|0|
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||4|outh|0|
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||5|outc|0|
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||6|woffset2|0|
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||7|hoffset2|0|
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||8|coffset2|0|
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||9|starts|[ ]|
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||10|ends|[ ]|
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||11|axes|[ ]|
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|Deconvolution|0|num_output|0|weight bias|
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||1|kernel_w|0|
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||2|dilation_w|1|
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||3|stride_w|1|
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||4|pad_left|0|
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||5|bias_term|0|
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||6|weight_data_size|0|
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||9|activation_type|0|
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||10|activation_params|[ ]|
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||11|kernel_h|kernel_w|
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||12|dilation_h|dilation_w|
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||13|stride_h|stride_w|
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||15|pad_right|pad_left|
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||14|pad_top|pad_left|
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||16|pad_bottom|pad_top|
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||18|output_pad_right|0|
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||19|output_pad_bottom|output_pad_right|
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||20|output_w|0|
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||21|output_h|output_w|
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|DeconvolutionDepthWise|0|num_output|0|weight bias|
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||1|kernel_w|0|
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||2|dilation_w|1|
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||3|stride_w|1|
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||4|pad_left|0|
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||5|bias_term|0|
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||6|weight_data_size|0|
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||7|group|1|
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||9|activation_type|0|
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||10|activation_params|[ ]|
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||11|kernel_h|kernel_w|
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||12|dilation_h|dilation_w|
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||13|stride_h|stride_w|
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||15|pad_right|pad_left|
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||14|pad_top|pad_left|
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||16|pad_bottom|pad_top|
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||18|output_pad_right|0|
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||19|output_pad_bottom|output_pad_right|
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||20|output_w|0|
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||21|output_h|output_w|
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|Dequantize|0|scale|1.f|bias|
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||1|bias_term|0|
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||2|bias_data_size|0|
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|DetectionOutput|0|num_class|0|
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||1|nms_threshold|0.05f|
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||2|nms_top_k|300|
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||3|keep_top_k|100|
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||4|confidence_threshold|0.5f|
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||5|variances[0]|0.1f|
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||6|variances[1]|0.1f|
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||7|variances[2]|0.2f|
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||8|variances[3]|0.2f|
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|Dropout|0|scale|1.f|
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|Eltwise|0|op_type|0|
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||1|coeffs|[ ]|
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|ELU|0|alpha|0.1f|
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|Embed|0|num_output|0|weight bias|
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||1|input_dim|0|
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||2|bias_term|0|
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||3|weight_data_size|0|
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|Exp|0|base|-1.f|
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||1|scale|1.f|
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||2|shift|0.f|
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|ExpandDims|0|expand_w|0|
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||1|expand_h|0|
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||2|expand_c|0|
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||3|axes|[ ]|
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|Flatten|||
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|HardSigmoid|0|alpha|0.2f||
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||1|beta|0.5f|
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|HardSwish|0|alpha|0.2f||
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||1|beta|0.5f|
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|InnerProduct|0|num_output|0|weight bias|
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||1|bias_term|0|
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||2|weight_data_size|0|
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||8|int8_scale_term|0|
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||9|activation_type|0|
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||10|activation_params|[ ]|
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|Input|0|w|0|
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||1|h|0|
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||2|c|0|
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|InstanceNorm|0|channels|0|gamma bias|
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||1|eps|0.001f|
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|Interp|0|resize_type|0|
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||1|height_scale|1.f|
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||2|width_scale|1.f|
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||3|output_height|0|
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||4|output_width|0|
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|Log|0|base|-1.f|
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||1|scale|1.f|
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||2|shift|0.f|
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|LRN|0|region_type|0|
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||1|local_size|5|
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||2|alpha|1.f|
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||3|beta|0.75f|
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||4|bias|1.f|
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|LSTM|0|num_output|0|
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||1|weight_data_size|1|
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||2|direction|0|
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|MemoryData|0|w|0|
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||1|h|0|
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||2|c|0|
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|Mish|||
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|MVN|0|normalize_variance|0|
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||1|across_channels|0|
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||2|eps|0.0001f|
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|Noop|||
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|Normalize|0|across_spatial|0|scale|
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||4|across_channel|0|
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||1|channel_shared|0|
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||2|eps|0.0001f|
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||9|eps_mode|0|
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||3|scale_data_size|0|
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|Packing|0|out_packing|1|
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||1|use_padding|0|
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||2|cast_type_from|0|
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||3|cast_type_to|0|
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||4|storage_type_from|0|
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||5|storage_type_to|0|
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|Padding|0|top|0|per_channel_pad_data|
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||1|bottom|0|
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||2|left|0|
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||3|right|0|
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||4|type|0|
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||5|value|0.f|
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||6|per_channel_pad_data_size|0|
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||7|front|0|
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||8|behind|0|
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|Permute|0|order_type|0|
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|PixelShuffle|0|upscale_factor|1|
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|Pooling|0|pooling_type(0: max 1: avg)|0|
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||1|kernel_w|0|
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||11|kernel_h|kernel_w|
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||2|stride_w|1|
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||12|stride_h|stride_w|
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||3|pad_left|0|
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||14|pad_right|pad_left|
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||13|pad_top|pad_left|
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||15|pad_bottom|pad_top|
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||4|global_pooling|0|
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||5|pad_mode|0|
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|Power|0|power|1.f|
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||1|scale|1.f|
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||2|shift|0.f|
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|PReLU|0|num_slope|0|slope|
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|PriorBox|0|min_sizes|[ ]|
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||1|max_sizes|[ ]|
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||2|aspect_ratios|[ ]|
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||3|varainces[0]|0.f|
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||4|varainces[1]|0.f|
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||5|varainces[2]|0.f|
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||6|varainces[3]|0.f|
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||7|flip|1|
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||8|clip|0|
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||9|image_width|0|
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||10|image_height|0|
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||11|step_width|-233.f|
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||12|step_height|-233.f|
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||13|offset|0.f|
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||14|step_mmdetection|0|
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||15|center_mmdetection|0|
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|Proposal|0|feat_stride|16|
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||1|base_size|16|
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||2|pre_nms_topN|6000|
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||3|after_nms_topN|300|
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||4|num_thresh|0.7f|
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||5|min_size|16|
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|PSROIPooling|0|pooled_width|7|
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||1|pooled_height|7|
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||2|spatial_scale|0.0625f|
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||3|output_dim|0|
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|Quantize|0|scale|1.f|
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|Reduction|0|operation|0|
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||1|dim|0|
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||2|coeff|1.f|
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||3|axes|[ ]|
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||4|keepdims|0|
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|ReLU|0|slope|0.f|
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|Reorg|0|stride|0|
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|Requantize|0|scale_in|1.f|bias|
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||1|scale_out|1.f|
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||2|bias_term|0|
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||3|bias_data_size|0|
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||4|fusion_relu|0|
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|Reshape|0|w|-233|
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||1|h|-233|
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||2|c|-233|
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||3|permute|0|
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|ROIAlign|0|pooled_width|0|
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||1|pooled_height|0|
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||2|spatial_scale|1.f|
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||3|sampling_ratio|0|
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||4|aligned|0|
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||5|version|0|
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|ROIPooling|0|pooled_width|0|
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||1|pooled_height|0|
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||2|spatial_scale|1.f|
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|Scale|0|scale_data_size|0|scale bias|
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||1|bias_term|0|
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|SELU|0|alpha|1.67326324f||
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||1|lambda|1.050700987f|
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|ShuffleChannel|0|group|1|
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|Sigmoid|||
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|Slice|0|slices|[ ]|
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||1|axis|0|
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|Softmax|0|axis|0|
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|Split|||
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|SPP|0|pooling_type|0|
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||1|pyramid_height|1|
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|Squeeze|0|squeeze_w|0|
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||1|squeeze_h|0|
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||2|squeeze_c|0|
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||3|axes|[ ]|
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|StatisticsPooling|0|include_stddev|0|
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|Swish|||
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|TanH|||
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|Threshold|0|threshold|0.f|
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|Tile|0|dim|0|
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||1|tiles|1|
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|UnaryOp|0|op_type|0|
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|YoloDetectionOutput|0|num_class|20|
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||1|num_box|5|
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||2|confidence_threshold|0.01f|
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||3|num_threshold|0.45f|
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||4|biases|[]|
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|Yolov3DetectionOutput|0|num_class|20|
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||1|num_box|5|
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||2|confidence_threshold|0.01f|
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||3|num_threshold|0.45f|
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||4|biases|[]|
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||5|mask|[]|
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||6|anchors_scale|[]|
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|RNN|0|num_output|0|
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||1|weight_data_size|0|
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||2|direction|0|
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|MultiHeadAttention|0|embed_dim|0|
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||1|num_head|1|
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||2|weight_data_size|0|
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