7767517 192 267 SherpaMetaData sherpa_meta_data1 0 0 0=3 1=8 2=144 3=320 Input in0 0 1 in0 Input in1 0 1 in1 Input in2 0 1 in2 Split splitncnn_0 1 8 in2 3 4 5 6 7 8 9 10 Input in3 0 1 in3 Split splitncnn_1 1 8 in3 12 13 14 15 16 17 18 19 ExpandDims unsqueeze_68 1 1 in0 20 -23303=1,0 Convolution conv_11 1 1 20 21 0=8 1=3 11=3 12=1 13=1 14=0 2=1 3=1 4=0 5=1 6=72 Split splitncnn_2 1 2 21 22 23 BinaryOp sub_0 1 1 22 24 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_0 1 1 24 25 BinaryOp mul_1 2 1 23 25 26 0=2 Convolution conv_12 1 1 26 27 0=32 1=3 11=3 12=1 13=2 14=0 2=1 3=2 4=0 5=1 6=2304 Split splitncnn_3 1 2 27 28 29 BinaryOp sub_2 1 1 28 30 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_1 1 1 30 31 BinaryOp mul_3 2 1 29 31 32 0=2 Convolution conv_13 1 1 32 33 0=128 1=3 11=3 12=1 13=2 14=0 2=1 3=2 4=0 5=1 6=36864 Split splitncnn_4 1 2 33 34 35 BinaryOp sub_4 1 1 34 36 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_2 1 1 36 37 BinaryOp mul_5 2 1 35 37 38 0=2 Permute permute_65 1 1 38 39 0=2 Reshape reshape_39 1 1 39 40 0=2304 1=-1 InnerProduct linear_14 1 1 40 41 0=144 1=1 2=331776 Split splitncnn_5 1 3 41 42 43 44 BinaryOp mul_6 2 1 42 43 45 0=2 Reduction mean_56 1 1 45 46 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_7 1 1 46 47 0=0 1=1 2=2.499996e-01 BinaryOp pow_8 1 1 47 48 0=6 1=1 2=-5.000000e-01 BinaryOp mul_9 2 1 44 48 49 0=2 BinaryOp sub_10 1 1 in1 50 0=1 1=1 2=3.000000e+00 BinaryOp div_11 1 1 50 51 0=3 1=1 2=2.000000e+00 UnaryOp floor_12 1 1 51 52 0=2 BinaryOp sub_13 1 1 52 53 0=1 1=1 2=1.000000e+00 BinaryOp div_14 1 1 53 54 0=3 1=1 2=2.000000e+00 UnaryOp floor_15 1 1 54 out1 0=2 Crop slice_41 1 1 19 56 -23310=1,1 -23311=1,0 -23309=1,0 Crop slice_40 1 1 10 57 -23310=1,1 -23311=1,0 -23309=1,0 Split splitncnn_6 1 2 49 58 59 LSTM lstm_31 3 3 59 57 56 60 61 62 0=144 1=184320 2=0 3=320 BinaryOp add_16 2 1 60 58 63 0=0 Split splitncnn_7 1 2 63 64 65 InnerProduct linear_15 1 1 65 66 0=576 1=1 2=82944 Split splitncnn_8 1 2 66 67 68 BinaryOp sub_17 1 1 67 69 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_3 1 1 69 70 BinaryOp mul_18 2 1 68 70 71 0=2 InnerProduct linear_16 1 1 71 72 0=144 1=1 2=82944 BinaryOp add_19 2 1 64 72 73 0=0 Split splitncnn_9 1 3 73 74 75 76 BinaryOp mul_20 2 1 74 75 77 0=2 Reduction mean_57 1 1 77 78 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_21 1 1 78 79 0=0 1=1 2=1.105032e+00 BinaryOp pow_22 1 1 79 80 0=6 1=1 2=-5.000000e-01 BinaryOp mul_23 2 1 76 80 81 0=2 Split splitncnn_10 1 2 81 82 83 Crop slice_43 1 1 18 84 -23310=1,2 -23311=1,0 -23309=1,1 Crop slice_42 1 1 9 85 -23310=1,2 -23311=1,0 -23309=1,1 LSTM lstm_32 3 3 83 85 84 86 87 88 0=144 1=184320 2=0 3=320 BinaryOp add_24 2 1 86 82 89 0=0 Split splitncnn_11 1 2 89 90 91 InnerProduct linear_17 1 1 91 92 0=576 1=1 2=82944 Split splitncnn_12 1 2 92 93 94 BinaryOp sub_25 1 1 93 95 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_4 1 1 95 96 BinaryOp mul_26 2 1 94 96 97 0=2 InnerProduct linear_18 1 1 97 98 0=144 1=1 2=82944 BinaryOp add_27 2 1 90 98 99 0=0 Split splitncnn_13 1 3 99 100 101 102 BinaryOp mul_28 2 1 100 101 103 0=2 Reduction mean_58 1 1 103 104 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_29 1 1 104 105 0=0 1=1 2=1.442142e+00 BinaryOp pow_30 1 1 105 106 0=6 1=1 2=-5.000000e-01 BinaryOp mul_31 2 1 102 106 107 0=2 Split splitncnn_14 1 2 107 108 109 Crop slice_45 1 1 17 110 -23310=1,3 -23311=1,0 -23309=1,2 Crop slice_44 1 1 8 111 -23310=1,3 -23311=1,0 -23309=1,2 LSTM lstm_33 3 3 109 111 110 112 113 114 0=144 1=184320 2=0 3=320 BinaryOp add_32 2 1 112 108 115 0=0 Split splitncnn_15 1 2 115 116 117 InnerProduct linear_19 1 1 117 118 0=576 1=1 2=82944 Split splitncnn_16 1 2 118 119 120 BinaryOp sub_33 1 1 119 121 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_5 1 1 121 122 BinaryOp mul_34 2 1 120 122 123 0=2 InnerProduct linear_20 1 1 123 124 0=144 1=1 2=82944 BinaryOp add_35 2 1 116 124 125 0=0 Split splitncnn_17 1 3 125 126 127 128 BinaryOp mul_36 2 1 126 127 129 0=2 Reduction mean_59 1 1 129 130 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_37 1 1 130 131 0=0 1=1 2=1.642824e+00 BinaryOp pow_38 1 1 131 132 0=6 1=1 2=-5.000000e-01 BinaryOp mul_39 2 1 128 132 133 0=2 Split splitncnn_18 1 2 133 134 135 Crop slice_47 1 1 16 136 -23310=1,4 -23311=1,0 -23309=1,3 Crop slice_46 1 1 7 137 -23310=1,4 -23311=1,0 -23309=1,3 LSTM lstm_34 3 3 135 137 136 138 139 140 0=144 1=184320 2=0 3=320 BinaryOp add_40 2 1 138 134 141 0=0 Split splitncnn_19 1 2 141 142 143 InnerProduct linear_21 1 1 143 144 0=576 1=1 2=82944 Split splitncnn_20 1 2 144 145 146 BinaryOp sub_41 1 1 145 147 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_6 1 1 147 148 BinaryOp mul_42 2 1 146 148 149 0=2 InnerProduct linear_22 1 1 149 150 0=144 1=1 2=82944 BinaryOp add_43 2 1 142 150 151 0=0 Split splitncnn_21 1 3 151 152 153 154 BinaryOp mul_44 2 1 152 153 155 0=2 Reduction mean_60 1 1 155 156 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_45 1 1 156 157 0=0 1=1 2=1.845561e+00 BinaryOp pow_46 1 1 157 158 0=6 1=1 2=-5.000000e-01 BinaryOp mul_47 2 1 154 158 159 0=2 Split splitncnn_22 1 2 159 160 161 Crop slice_49 1 1 15 162 -23310=1,5 -23311=1,0 -23309=1,4 Crop slice_48 1 1 6 163 -23310=1,5 -23311=1,0 -23309=1,4 LSTM lstm_35 3 3 161 163 162 164 165 166 0=144 1=184320 2=0 3=320 BinaryOp add_48 2 1 164 160 167 0=0 Split splitncnn_23 1 2 167 168 169 InnerProduct linear_23 1 1 169 170 0=576 1=1 2=82944 Split splitncnn_24 1 2 170 171 172 BinaryOp sub_49 1 1 171 173 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_7 1 1 173 174 BinaryOp mul_50 2 1 172 174 175 0=2 InnerProduct linear_24 1 1 175 176 0=144 1=1 2=82944 BinaryOp add_51 2 1 168 176 177 0=0 Split splitncnn_25 1 3 177 178 179 180 BinaryOp mul_52 2 1 178 179 181 0=2 Reduction mean_61 1 1 181 182 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_53 1 1 182 183 0=0 1=1 2=1.843497e+00 BinaryOp pow_54 1 1 183 184 0=6 1=1 2=-5.000000e-01 BinaryOp mul_55 2 1 180 184 185 0=2 Split splitncnn_26 1 2 185 186 187 Crop slice_51 1 1 14 188 -23310=1,6 -23311=1,0 -23309=1,5 Crop slice_50 1 1 5 189 -23310=1,6 -23311=1,0 -23309=1,5 LSTM lstm_36 3 3 187 189 188 190 191 192 0=144 1=184320 2=0 3=320 BinaryOp add_56 2 1 190 186 193 0=0 Split splitncnn_27 1 2 193 194 195 InnerProduct linear_25 1 1 195 196 0=576 1=1 2=82944 Split splitncnn_28 1 2 196 197 198 BinaryOp sub_57 1 1 197 199 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_8 1 1 199 200 BinaryOp mul_58 2 1 198 200 201 0=2 InnerProduct linear_26 1 1 201 202 0=144 1=1 2=82944 BinaryOp add_59 2 1 194 202 203 0=0 Split splitncnn_29 1 3 203 204 205 206 BinaryOp mul_60 2 1 204 205 207 0=2 Reduction mean_62 1 1 207 208 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_61 1 1 208 209 0=0 1=1 2=1.311211e+00 BinaryOp pow_62 1 1 209 210 0=6 1=1 2=-5.000000e-01 BinaryOp mul_63 2 1 206 210 211 0=2 Split splitncnn_30 1 2 211 212 213 Crop slice_53 1 1 13 214 -23310=1,7 -23311=1,0 -23309=1,6 Crop slice_52 1 1 4 215 -23310=1,7 -23311=1,0 -23309=1,6 LSTM lstm_37 3 3 213 215 214 216 217 218 0=144 1=184320 2=0 3=320 BinaryOp add_64 2 1 216 212 219 0=0 Split splitncnn_31 1 2 219 220 221 InnerProduct linear_27 1 1 221 222 0=576 1=1 2=82944 Split splitncnn_32 1 2 222 223 224 BinaryOp sub_65 1 1 223 225 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_9 1 1 225 226 BinaryOp mul_66 2 1 224 226 227 0=2 InnerProduct linear_28 1 1 227 228 0=144 1=1 2=82944 BinaryOp add_67 2 1 220 228 229 0=0 Split splitncnn_33 1 3 229 230 231 232 BinaryOp mul_68 2 1 230 231 233 0=2 Reduction mean_63 1 1 233 234 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_69 1 1 234 235 0=0 1=1 2=6.328920e-01 BinaryOp pow_70 1 1 235 236 0=6 1=1 2=-5.000000e-01 BinaryOp mul_71 2 1 232 236 237 0=2 Split splitncnn_34 1 2 237 238 239 Crop slice_55 1 1 12 240 -23310=1,8 -23311=1,0 -23309=1,7 Crop slice_54 1 1 3 241 -23310=1,8 -23311=1,0 -23309=1,7 LSTM lstm_38 3 3 239 241 240 242 243 244 0=144 1=184320 2=0 3=320 BinaryOp add_72 2 1 242 238 245 0=0 Split splitncnn_35 1 2 245 246 247 InnerProduct linear_29 1 1 247 248 0=576 1=1 2=82944 Split splitncnn_36 1 2 248 249 250 BinaryOp sub_73 1 1 249 251 0=1 1=1 2=1.000000e+00 Sigmoid sigmoid_10 1 1 251 252 BinaryOp mul_74 2 1 250 252 253 0=2 InnerProduct linear_30 1 1 253 254 0=144 1=1 2=82944 BinaryOp add_75 2 1 246 254 255 0=0 Split splitncnn_37 1 3 255 256 257 258 BinaryOp mul_76 2 1 256 257 259 0=2 Reduction mean_64 1 1 259 260 0=3 1=0 -23303=1,-1 4=1 5=1 BinaryOp add_77 1 1 260 261 0=0 1=1 2=3.666728e-01 BinaryOp pow_78 1 1 261 262 0=6 1=1 2=-5.000000e-01 BinaryOp mul_79 2 1 258 262 out0 0=2 Concat cat_0 8 1 62 88 114 140 166 192 218 244 out3 0=0 Concat cat_1 8 1 61 87 113 139 165 191 217 243 out2 0=0