7767517 226 233 Input in0 0 1 in0 Convolution conv_5 1 1 in0 1 0=16 1=3 3=2 4=1 5=1 6=432 8=102 ConvolutionDepthWise convdw_87 1 1 1 2 0=16 1=3 4=1 5=1 6=144 7=16 8=1 BinaryOp mul_0 1 1 2 3 0=2 1=1 2=6.180310e-01 BinaryOp add_1 1 1 3 4 1=1 2=1.877080e-01 HardSwish hswish_41 1 1 4 5 0=1.666670e-01 BinaryOp mul_2 1 1 5 6 0=2 1=1 2=9.574660e-03 BinaryOp add_3 1 1 6 7 1=1 2=-4.117570e-04 Convolution conv_6 1 1 7 8 0=32 1=1 5=1 6=512 8=2 BinaryOp mul_4 1 1 8 9 0=2 1=1 2=7.344810e-01 BinaryOp add_5 1 1 9 10 1=1 2=2.425200e-01 HardSwish hswish_42 1 1 10 11 0=1.666670e-01 BinaryOp mul_6 1 1 11 12 0=2 1=1 2=1.978860e-01 BinaryOp add_7 1 1 12 13 1=1 2=-1.916660e-01 ConvolutionDepthWise convdw_88 1 1 13 14 0=32 1=3 4=1 5=1 6=288 7=32 8=1 BinaryOp mul_8 1 1 14 15 0=2 1=1 2=5.676940e-01 BinaryOp add_9 1 1 15 16 1=1 2=2.952560e-01 HardSwish hswish_43 1 1 16 17 0=1.666670e-01 BinaryOp mul_10 1 1 17 18 0=2 1=1 2=1.782150e-01 BinaryOp add_11 1 1 18 19 1=1 2=1.091638e-05 Convolution conv_7 1 1 19 20 0=64 1=1 5=1 6=2048 8=2 BinaryOp mul_12 1 1 20 21 0=2 1=1 2=7.864650e-01 BinaryOp add_13 1 1 21 22 1=1 2=2.175060e-01 HardSwish hswish_44 1 1 22 23 0=1.666670e-01 BinaryOp mul_14 1 1 23 24 0=2 1=1 2=1.680050e-01 BinaryOp add_15 1 1 24 25 1=1 2=-3.971750e-01 ConvolutionDepthWise convdw_89 1 1 25 26 0=64 1=3 4=1 5=1 6=576 7=64 8=1 BinaryOp mul_16 1 1 26 27 0=2 1=1 2=1.435760e+00 BinaryOp add_17 1 1 27 28 1=1 2=4.225560e-02 HardSwish hswish_45 1 1 28 29 0=1.666670e-01 BinaryOp mul_18 1 1 29 30 0=2 1=1 2=2.099620e-02 BinaryOp add_19 1 1 30 31 1=1 2=4.977742e-05 Convolution conv_8 1 1 31 32 0=64 1=1 5=1 6=4096 8=2 BinaryOp mul_20 1 1 32 33 0=2 1=1 2=8.909110e-01 BinaryOp add_21 1 1 33 34 1=1 2=1.605090e-01 HardSwish hswish_46 1 1 34 35 0=1.666670e-01 BinaryOp mul_22 1 1 35 36 0=2 1=1 2=1.968400e-01 BinaryOp add_23 1 1 36 37 1=1 2=-1.249430e-01 ConvolutionDepthWise convdw_90 1 1 37 38 0=64 1=3 13=2 4=1 5=1 6=576 7=64 8=1 BinaryOp mul_24 1 1 38 39 0=2 1=1 2=5.320390e-01 BinaryOp add_25 1 1 39 40 1=1 2=3.002570e-01 HardSwish hswish_47 1 1 40 41 0=1.666670e-01 BinaryOp mul_26 1 1 41 42 0=2 1=1 2=4.337370e-02 BinaryOp add_27 1 1 42 43 1=1 2=4.015856e-06 Convolution conv_9 1 1 43 44 0=128 1=1 5=1 6=8192 8=2 BinaryOp mul_28 1 1 44 45 0=2 1=1 2=6.439830e-01 BinaryOp add_29 1 1 45 46 1=1 2=3.766270e-01 HardSwish hswish_48 1 1 46 47 0=1.666670e-01 BinaryOp mul_30 1 1 47 48 0=2 1=1 2=2.519390e-01 BinaryOp add_31 1 1 48 49 1=1 2=-3.485010e-01 ConvolutionDepthWise convdw_91 1 1 49 50 0=128 1=3 4=1 5=1 6=1152 7=128 8=1 BinaryOp mul_32 1 1 50 51 0=2 1=1 2=1.033360e+00 BinaryOp add_33 1 1 51 52 1=1 2=1.057980e-01 HardSwish hswish_49 1 1 52 53 0=1.666670e-01 BinaryOp mul_34 1 1 53 54 0=2 1=1 2=4.066180e-02 BinaryOp add_35 1 1 54 55 1=1 2=-4.833737e-06 Convolution conv_10 1 1 55 56 0=128 1=1 5=1 6=16384 8=2 BinaryOp mul_36 1 1 56 57 0=2 1=1 2=7.492140e-01 BinaryOp add_37 1 1 57 58 1=1 2=1.815020e-01 HardSwish hswish_50 1 1 58 59 0=1.666670e-01 BinaryOp mul_38 1 1 59 60 0=2 1=1 2=3.604540e-01 BinaryOp add_39 1 1 60 61 1=1 2=-6.972000e-02 ConvolutionDepthWise convdw_92 1 1 61 62 0=128 1=3 3=2 13=1 4=1 5=1 6=1152 7=128 8=1 BinaryOp mul_40 1 1 62 63 0=2 1=1 2=4.813730e-01 BinaryOp add_41 1 1 63 64 1=1 2=2.076100e-01 HardSwish hswish_51 1 1 64 65 0=1.666670e-01 BinaryOp mul_42 1 1 65 66 0=2 1=1 2=5.105350e-02 BinaryOp add_43 1 1 66 67 1=1 2=1.921835e-05 Convolution conv_11 1 1 67 68 0=240 1=1 5=1 6=30720 8=2 BinaryOp mul_44 1 1 68 69 0=2 1=1 2=6.509190e-01 BinaryOp add_45 1 1 69 70 1=1 2=3.392740e-01 HardSwish hswish_52 1 1 70 71 0=1.666670e-01 BinaryOp mul_46 1 1 71 72 0=2 1=1 2=4.049940e-01 BinaryOp add_47 1 1 72 73 1=1 2=-3.010440e-01 ConvolutionDepthWise convdw_93 1 1 73 74 0=240 1=5 4=2 5=1 6=6000 7=240 8=1 BinaryOp mul_48 1 1 74 75 0=2 1=1 2=5.040580e-01 BinaryOp add_49 1 1 75 76 1=1 2=4.113740e-02 HardSwish hswish_53 1 1 76 77 0=1.666670e-01 BinaryOp mul_50 1 1 77 78 0=2 1=1 2=3.392920e-02 BinaryOp add_51 1 1 78 79 1=1 2=-7.692371e-06 Convolution conv_12 1 1 79 80 0=240 1=1 5=1 6=57600 8=2 BinaryOp mul_52 1 1 80 81 0=2 1=1 2=6.397070e-01 BinaryOp add_53 1 1 81 82 1=1 2=1.881420e-01 HardSwish hswish_54 1 1 82 83 0=1.666670e-01 BinaryOp mul_54 1 1 83 84 0=2 1=1 2=4.241110e-01 BinaryOp add_55 1 1 84 85 1=1 2=-2.033110e-01 ConvolutionDepthWise convdw_94 1 1 85 86 0=240 1=5 4=2 5=1 6=6000 7=240 8=1 BinaryOp mul_56 1 1 86 87 0=2 1=1 2=3.838560e-01 BinaryOp add_57 1 1 87 88 1=1 2=-9.411710e-03 HardSwish hswish_55 1 1 88 89 0=1.666670e-01 BinaryOp mul_58 1 1 89 90 0=2 1=1 2=1.994600e-02 BinaryOp add_59 1 1 90 91 1=1 2=1.355110e-04 Convolution conv_13 1 1 91 92 0=240 1=1 5=1 6=57600 8=2 BinaryOp mul_60 1 1 92 93 0=2 1=1 2=6.613100e-01 BinaryOp add_61 1 1 93 94 1=1 2=-1.774270e-02 HardSwish hswish_56 1 1 94 95 0=1.666670e-01 BinaryOp mul_62 1 1 95 96 0=2 1=1 2=5.870850e-01 BinaryOp add_63 1 1 96 97 1=1 2=2.649270e-03 ConvolutionDepthWise convdw_95 1 1 97 98 0=240 1=5 4=2 5=1 6=6000 7=240 8=1 BinaryOp mul_64 1 1 98 99 0=2 1=1 2=3.187890e-01 BinaryOp add_65 1 1 99 100 1=1 2=2.957590e-01 HardSwish hswish_57 1 1 100 101 0=1.666670e-01 BinaryOp mul_66 1 1 101 102 0=2 1=1 2=1.846520e-02 BinaryOp add_67 1 1 102 103 1=1 2=7.642443e-05 Convolution conv_14 1 1 103 104 0=240 1=1 5=1 6=57600 8=2 BinaryOp mul_68 1 1 104 105 0=2 1=1 2=6.278050e-01 BinaryOp add_69 1 1 105 106 1=1 2=-1.414570e-01 HardSwish hswish_58 1 1 106 107 0=1.666670e-01 BinaryOp mul_70 1 1 107 108 0=2 1=1 2=6.332960e-01 BinaryOp add_71 1 1 108 109 1=1 2=1.472210e-01 ConvolutionDepthWise convdw_96 1 1 109 110 0=240 1=5 4=2 5=1 6=6000 7=240 8=1 BinaryOp mul_72 1 1 110 111 0=2 1=1 2=3.164360e-01 BinaryOp add_73 1 1 111 112 1=1 2=4.053780e-01 HardSwish hswish_59 1 1 112 113 0=1.666670e-01 BinaryOp mul_74 1 1 113 114 0=2 1=1 2=1.949400e-02 BinaryOp add_75 1 1 114 115 1=1 2=-8.610530e-05 Convolution conv_15 1 1 115 116 0=240 1=1 5=1 6=57600 8=2 BinaryOp mul_76 1 1 116 117 0=2 1=1 2=5.471010e-01 BinaryOp add_77 1 1 117 118 1=1 2=-2.070090e-01 HardSwish hswish_60 1 1 118 119 0=1.666670e-01 BinaryOp mul_78 1 1 119 120 0=2 1=1 2=5.311440e-01 BinaryOp add_79 1 1 120 121 1=1 2=1.744740e-01 ConvolutionDepthWise convdw_97 1 1 121 122 0=240 1=5 13=2 4=2 5=1 6=6000 7=240 8=1 BinaryOp mul_80 1 1 122 123 0=2 1=1 2=8.017080e-01 BinaryOp add_81 1 1 123 124 1=1 2=3.049100e-01 HardSwish hswish_61 1 1 124 125 0=1.666670e-01 BinaryOp mul_82 1 1 125 126 0=2 1=1 2=1.072290e+00 BinaryOp add_83 1 1 126 127 1=1 2=-8.932510e-01 Split splitncnn_0 1 2 127 128 129 Pooling gap_36 1 1 129 130 0=1 4=1 Convolution convrelu_0 1 1 130 131 0=60 1=1 5=1 6=14400 8=102 9=1 Convolution conv_17 1 1 131 132 0=240 1=1 5=1 6=14400 8=2 HardSigmoid hsigmoid_39 1 1 132 133 0=1.666670e-01 Reshape reshape_82 1 1 133 134 0=1 1=1 2=-1 BinaryOp mul_84 2 1 128 134 135 0=2 Convolution conv_18 1 1 135 136 0=480 1=1 5=1 6=115200 8=2 BinaryOp mul_85 1 1 136 137 0=2 1=1 2=5.380700e-01 BinaryOp add_86 1 1 137 138 1=1 2=-1.013670e-01 HardSwish hswish_62 1 1 138 139 0=1.666670e-01 BinaryOp mul_87 1 1 139 140 0=2 1=1 2=6.667140e-01 BinaryOp add_88 1 1 140 141 1=1 2=7.154390e-02 ConvolutionDepthWise convdw_98 1 1 141 142 0=480 1=5 4=2 5=1 6=12000 7=480 8=1 BinaryOp mul_89 1 1 142 143 0=2 1=1 2=1.045200e+00 BinaryOp add_90 1 1 143 144 1=1 2=4.806090e-02 HardSwish hswish_63 1 1 144 145 0=1.666670e-01 BinaryOp mul_91 1 1 145 146 0=2 1=1 2=1.453150e+00 BinaryOp add_92 1 1 146 147 1=1 2=-1.499340e+00 Split splitncnn_1 1 2 147 148 149 Pooling gap_37 1 1 149 150 0=1 4=1 Convolution convrelu_1 1 1 150 151 0=120 1=1 5=1 6=57600 8=102 9=1 Convolution conv_20 1 1 151 152 0=480 1=1 5=1 6=57600 8=2 HardSigmoid hsigmoid_40 1 1 152 153 0=1.666670e-01 Reshape reshape_83 1 1 153 154 0=1 1=1 2=-1 BinaryOp mul_93 2 1 148 154 155 0=2 Convolution conv_21 1 1 155 156 0=480 1=1 5=1 6=230400 8=2 BinaryOp mul_94 1 1 156 157 0=2 1=1 2=6.215370e-01 BinaryOp add_95 1 1 157 158 1=1 2=-3.341710e-01 HardSwish hswish_64 1 1 158 159 0=1.666670e-01 BinaryOp mul_96 1 1 159 160 0=2 1=1 2=5.932100e-01 BinaryOp add_97 1 1 160 161 1=1 2=1.839210e-01 ConvolutionDepthWise convdw_99 1 1 161 162 0=480 1=5 13=2 4=2 5=1 6=12000 7=480 8=1 BinaryOp mul_98 1 1 162 163 0=2 1=1 2=2.832240e-01 BinaryOp add_99 1 1 163 164 1=1 2=6.253560e-01 HardSwish hswish_65 1 1 164 165 0=1.666670e-01 BinaryOp mul_100 1 1 165 166 0=2 1=1 2=6.913990e-03 BinaryOp add_101 1 1 166 167 1=1 2=5.594900e-04 Convolution conv_22 1 1 167 168 0=480 1=1 5=1 6=230400 8=2 BinaryOp mul_102 1 1 168 169 0=2 1=1 2=7.644990e-01 BinaryOp add_103 1 1 169 170 1=1 2=-2.918760e-01 HardSwish hswish_66 1 1 170 171 0=1.666670e-01 BinaryOp mul_104 1 1 171 172 0=2 1=1 2=4.773520e-01 BinaryOp add_105 1 1 172 173 1=1 2=1.647950e-01 ConvolutionDepthWise convdw_100 1 1 173 174 0=480 1=5 4=2 5=1 6=12000 7=480 8=1 BinaryOp mul_106 1 1 174 175 0=2 1=1 2=4.263180e-01 BinaryOp add_107 1 1 175 176 1=1 2=2.958000e-01 HardSwish hswish_67 1 1 176 177 0=1.666670e-01 BinaryOp mul_108 1 1 177 178 0=2 1=1 2=1.039370e-01 BinaryOp add_109 1 1 178 179 1=1 2=8.115620e-04 Convolution conv_23 1 1 179 180 0=480 1=1 5=1 6=230400 8=2 BinaryOp mul_110 1 1 180 181 0=2 1=1 2=2.045540e+00 BinaryOp add_111 1 1 181 182 1=1 2=-1.738630e-01 HardSwish hswish_68 1 1 182 183 0=1.666670e-01 BinaryOp mul_112 1 1 183 184 0=2 1=1 2=3.234410e+00 BinaryOp add_113 1 1 184 185 1=1 2=-3.545210e-01 Pooling avgpool2d_38 1 1 185 186 0=1 1=2 11=3 2=2 12=3 5=1 Split splitncnn_2 1 2 186 187 188 Convolution conv_24 1 1 188 189 0=60 1=3 11=1 4=1 14=0 5=1 6=86400 8=2 Swish silu_71 1 1 189 190 Convolution conv_25 1 1 190 191 0=120 1=1 5=1 6=7200 8=2 Swish silu_72 1 1 191 192 Reshape reshape_84 1 1 192 193 0=-1 1=120 Permute permute_79 1 1 193 194 0=1 Split splitncnn_3 1 2 194 195 196 LayerNorm ln_29 1 1 196 197 0=120 1=1.000000e-05 MultiHeadAttention attention_34 1 1 197 198 0=120 1=8 2=14400 3=120 4=120 6=2.581989e-01 18=2 BinaryOp add_114 2 1 195 198 199 Split splitncnn_4 1 2 199 200 201 LayerNorm ln_30 1 1 201 202 0=120 1=1.000000e-05 Gemm gemm_0 1 1 202 203 3=1 5=1 6=1 8=240 9=120 10=4 18=2 Swish silu_73 1 1 203 204 Gemm gemm_1 1 1 204 205 3=1 5=1 6=1 8=120 9=240 10=4 18=2 BinaryOp add_115 2 1 200 205 206 Split splitncnn_5 1 2 206 207 208 LayerNorm ln_31 1 1 208 209 0=120 1=1.000000e-05 MultiHeadAttention attention_35 1 1 209 210 0=120 1=8 2=14400 3=120 4=120 6=2.581989e-01 18=2 BinaryOp add_116 2 1 207 210 211 Split splitncnn_6 1 2 211 212 213 LayerNorm ln_32 1 1 213 214 0=120 1=1.000000e-05 Gemm gemm_2 1 1 214 215 3=1 5=1 6=1 8=240 9=120 10=4 18=2 Swish silu_74 1 1 215 216 Gemm gemm_3 1 1 216 217 3=1 5=1 6=1 8=120 9=240 10=4 18=2 BinaryOp add_117 2 1 212 217 218 LayerNorm ln_33 1 1 218 219 0=120 1=1.000000e-06 Reshape reshape_85 1 1 219 220 0=120 1=-1 2=1 Permute permute_80 1 1 220 221 0=4 Convolution conv_26 1 1 221 222 0=480 1=1 5=1 6=57600 8=2 Swish silu_75 1 1 222 223 Concat cat_0 2 1 187 223 224 Convolution conv_27 1 1 224 225 0=60 1=3 11=1 4=1 14=0 5=1 6=172800 8=2 Swish silu_76 1 1 225 226 Convolution conv_28 1 1 226 227 0=120 1=1 5=1 6=7200 8=2 Swish silu_77 1 1 227 228 Squeeze squeeze_86 1 1 228 229 -23303=1,1 Permute permute_81 1 1 229 230 0=1 Gemm gemm_4 1 1 230 231 3=1 5=1 6=1 8=18385 9=120 10=4 18=2 Softmax softmax_78 1 1 231 out0 0=1 1=1